diff --git a/.claude/rules/emcn-components.md b/.claude/rules/emcn-components.md
index 50e7684363f..cab88b47f67 100644
--- a/.claude/rules/emcn-components.md
+++ b/.claude/rules/emcn-components.md
@@ -20,7 +20,7 @@ The menu surface intentionally diverges from the pill: `dropdown-menu.tsx` items
 
 ## Component catalogue
 
-- **`Chip` / `ChipLink`** — the pill button (`<button>` / Next `<Link>`). Variants: `primary`, `destructive`, `border-shadow`, `border`; the bare chip is implicit (omit `variant`). `filled` is deliberately NOT a `Chip` variant — it is reserved for chip fields/triggers. For a selected/toggle chip use the `active` prop, never a variant. `leftIcon`/`rightIcon`, `active`, `fullWidth`. Chips carry **no outer margin** — space between them is the parent's `gap`. The old `mx-0.5` default and its `flush` opt-out are gone; do not reintroduce either, and never add a margin to a chip through `className`.
+- **`Chip` / `ChipLink`** — the pill button (`<button>` / Next `<Link>`). Variants: `primary`, `destructive`, `border-shadow`, `border`, `outline` (a true `--border` border, no shadow or hover fill); the bare chip is implicit (omit `variant`). `filled` is deliberately NOT a `Chip` variant — it is reserved for chip fields/triggers. For a selected/toggle chip use the `active` prop, never a variant. `leftIcon`/`rightIcon`, `active`, `fullWidth`. Chips carry **no outer margin** — space between them is the parent's `gap`. The old `mx-0.5` default and its `flush` opt-out are gone; do not reintroduce either, and never add a margin to a chip through `className`.
 - **`ChipInput`** — single-line text field. `icon`, `endAdornment`, `error`, `inputClassName` (inner `<input>`); `className` styles the chrome wrapper.
 - **`ChipCopyInput`** — the canonical view-only field: a read-only `ChipInput` at full opacity with a trailing copy-to-clipboard button. View-only is a display mode, not a disabled state — reach for it (or `ChipModalField type='copy'`) over a `disabled` (greyed) input for values the user cannot edit.
 - **`ChipTextarea`** — multi-line sibling. `error`, `resizable` (off by default), `viewOnly` (read-only at full opacity with the default cursor — the multi-line counterpart of `ChipCopyInput`).
diff --git a/apps/docs/app/[[...slug]]/page.tsx b/apps/docs/app/[[...slug]]/page.tsx
index 02f782880e6..4d94308ae0e 100644
--- a/apps/docs/app/[[...slug]]/page.tsx
+++ b/apps/docs/app/[[...slug]]/page.tsx
@@ -1,13 +1,15 @@
 import type React from 'react'
+import { Children, cloneElement, isValidElement } from 'react'
 import { highlight } from 'fumadocs-core/highlight'
 import { findNeighbour } from 'fumadocs-core/page-tree'
 import type { ApiPageProps } from 'fumadocs-openapi/ui'
 import { createAPIPage } from 'fumadocs-openapi/ui'
 import { Pre } from 'fumadocs-ui/components/codeblock'
 import defaultMdxComponents from 'fumadocs-ui/mdx'
-import { DocsBody, DocsPage, DocsTitle } from 'fumadocs-ui/page'
+import { DocsBody, DocsPage } from 'fumadocs-ui/page'
 import { notFound } from 'next/navigation'
 import { PageFooter } from '@/components/docs-layout/page-footer'
+import { PageHeader } from '@/components/docs-layout/page-header'
 import { PageNavigationArrows } from '@/components/docs-layout/page-navigation-arrows'
 import { LLMCopyButton } from '@/components/page-actions'
 import { StructuredData } from '@/components/structured-data'
@@ -51,6 +53,24 @@ async function ApiCodeBlock({ lang, code }: { lang: string; code: string }) {
   )
 }
 
+interface ApiSlotElementProps extends React.HTMLAttributes<HTMLElement> {
+  items?: unknown[]
+}
+
+/** Labels Fumadocs auth selectors while retaining their selection state and content. */
+function labelAuthSelectors(node: React.ReactNode): React.ReactNode {
+  if (!isValidElement<ApiSlotElementProps>(node)) return node
+
+  const props = node.props
+  const children =
+    props.children === undefined ? undefined : Children.map(props.children, labelAuthSelectors)
+
+  if (Array.isArray(props.items)) {
+    return cloneElement(node, { 'aria-label': 'Authentication method' }, children)
+  }
+  return children === undefined ? node : cloneElement(node, undefined, children)
+}
+
 const APIPage = createAPIPage(openapi, {
   renderCodeBlock: (props) => <ApiCodeBlock {...props} />,
   playground: { enabled: false },
@@ -68,12 +88,14 @@ const APIPage = createAPIPage(openapi, {
   content: {
     renderOperationLayout: (slots) => {
       return (
-        <div className='flex @4xl:flex-row flex-col @4xl:items-start gap-x-6 gap-y-4'>
+        <div className='flex @4xl:flex-row flex-col @4xl:items-start gap-x-6 gap-y-4 [--badge-amber-text:#854d0e] [--badge-blue-text:#1e40af] [--badge-error-text:#991b1b] [--badge-orange-text:#9a3412] [--badge-success-text:#166534] dark:[--badge-amber-text:#fcd34d] dark:[--badge-blue-text:#93c5fd] dark:[--badge-error-text:#fca5a5] dark:[--badge-orange-text:#fdba74] dark:[--badge-success-text:#86efac] [&_button[aria-haspopup=dialog]]:min-h-6'>
           <div className='min-w-0 flex-1'>
             {slots.header}
             {slots.description}
             {slots.apiPlayground}
-            {slots.authSchemes && <div className='api-section-divider'>{slots.authSchemes}</div>}
+            {slots.authSchemes && (
+              <div className='api-section-divider'>{labelAuthSelectors(slots.authSchemes)}</div>
+            )}
             {slots.parameters}
             {slots.body && <div className='api-section-divider'>{slots.body}</div>}
             <ResponseSection>{slots.responses}</ResponseSection>
@@ -179,6 +201,8 @@ export default async function Page(props: { params: Promise<{ slug?: string[] }>
           breadcrumb={breadcrumbs}
         />
         <DocsPage
+          role='main'
+          tabIndex={-1}
           toc={data.toc.filter(isContentHeading)}
           breadcrumb={{
             enabled: false,
@@ -196,15 +220,12 @@ export default async function Page(props: { params: Promise<{ slug?: string[] }>
             component: footer,
           }}
         >
-          <div className='api-page-header relative mt-6 sm:mt-0'>
-            <div className='absolute top-1 right-0 flex items-center gap-2'>
-              <div className='hidden sm:flex'>
-                <LLMCopyButton content={apiPageContent} />
-              </div>
-              <PageNavigationArrows previous={neighbours?.previous} next={neighbours?.next} />
+          <PageHeader title={data.title} className='api-page-header'>
+            <div className='hidden sm:flex'>
+              <LLMCopyButton content={apiPageContent} />
             </div>
-            <DocsTitle className='mb-2'>{data.title}</DocsTitle>
-          </div>
+            <PageNavigationArrows previous={neighbours?.previous} next={neighbours?.next} />
+          </PageHeader>
           <DocsBody>
             <APIPage {...apiProps} />
           </DocsBody>
@@ -225,6 +246,8 @@ export default async function Page(props: { params: Promise<{ slug?: string[] }>
         breadcrumb={breadcrumbs}
       />
       <DocsPage
+        role='main'
+        tabIndex={-1}
         toc={data.toc.filter(isContentHeading)}
         full={data.full || isAcademy}
         breadcrumb={{
@@ -244,15 +267,12 @@ export default async function Page(props: { params: Promise<{ slug?: string[] }>
           component: footer,
         }}
       >
-        <div className='relative mt-6 sm:mt-0'>
-          <div className='absolute top-1 right-0 flex items-center gap-2'>
-            <div className='hidden sm:flex'>
-              <LLMCopyButton content={markdownContent} />
-            </div>
-            <PageNavigationArrows previous={neighbours?.previous} next={neighbours?.next} />
+        <PageHeader title={data.title}>
+          <div className='hidden sm:flex'>
+            <LLMCopyButton content={markdownContent} />
           </div>
-          <DocsTitle className='mb-2'>{data.title}</DocsTitle>
-        </div>
+          <PageNavigationArrows previous={neighbours?.previous} next={neighbours?.next} />
+        </PageHeader>
         <DocsBody>
           <MDX
             components={{
diff --git a/apps/docs/app/layout.tsx b/apps/docs/app/layout.tsx
index 500cf55bde4..745f4162dfb 100644
--- a/apps/docs/app/layout.tsx
+++ b/apps/docs/app/layout.tsx
@@ -1,14 +1,11 @@
 import type { ReactNode } from 'react'
 import { DocsLayout } from 'fumadocs-ui/layouts/docs'
+import { SidebarProvider, SidebarTrigger, useSidebar } from 'fumadocs-ui/layouts/docs/slots/sidebar'
 import { RootProvider } from 'fumadocs-ui/provider/next'
 import type { Viewport } from 'next'
 import { Inter } from 'next/font/google'
 import { ThemeProvider } from 'next-themes'
-import {
-  SidebarFolder,
-  SidebarItem,
-  SidebarSeparator,
-} from '@/components/docs-layout/sidebar-components'
+import { DocsSidebar } from '@/components/docs-layout/docs-sidebar'
 import { Footer } from '@/components/footer/footer'
 import { Navbar } from '@/components/navbar/navbar'
 import { SimWordmark } from '@/components/ui/sim-logo'
@@ -61,11 +58,22 @@ export default function RootLayout({ children }: { children: ReactNode }) {
           disableTransitionOnChange
         >
           <RootProvider theme={{ enabled: false }}>
+            <a
+              href='#nd-page'
+              className='sr-only focus:not-sr-only focus:fixed focus:top-3 focus:left-3 focus:z-[100] focus:rounded-lg focus:bg-[var(--bg)] focus:px-4 focus:py-2 focus:text-[var(--text-primary)]'
+            >
+              Skip to content
+            </a>
             <Navbar />
             <DocsLayout
               tree={source.pageTree}
               nav={{
-                title: <SimWordmark className='h-[18px]' />,
+                title: (
+                  <>
+                    <SimWordmark className='h-[18px]' />
+                    <span className='sr-only'>Sim documentation home</span>
+                  </>
+                ),
               }}
               sidebar={{
                 tabs: false,
@@ -74,14 +82,18 @@ export default function RootLayout({ children }: { children: ReactNode }) {
                 footer: null,
                 banner: null,
                 prefetch: false,
-                components: {
-                  Item: SidebarItem,
-                  Folder: SidebarFolder,
-                  Separator: SidebarSeparator,
+              }}
+              slots={{
+                sidebar: {
+                  provider: SidebarProvider,
+                  root: DocsSidebar,
+                  trigger: SidebarTrigger,
+                  useSidebar,
                 },
               }}
               containerProps={{
-                className: '!pt-0',
+                className:
+                  '!pt-0 [--text-muted:var(--text-secondary)] [--color-fd-muted-foreground:var(--text-secondary)]',
               }}
             >
               {children}
diff --git a/apps/docs/app/not-found.tsx b/apps/docs/app/not-found.tsx
index d504a63db8b..a282607e005 100644
--- a/apps/docs/app/not-found.tsx
+++ b/apps/docs/app/not-found.tsx
@@ -7,13 +7,13 @@ export const metadata = {
 
 export default function NotFound() {
   return (
-    <DocsPage>
+    <DocsPage role='main' tabIndex={-1}>
       <div className='flex min-h-[60vh] flex-col items-center justify-center px-4 py-24 text-center'>
         <div className='flex w-full max-w-[410px] flex-col items-center gap-3'>
           <h1 className='text-balance text-[40px] text-[var(--text-primary)] leading-[110%] tracking-[-0.02em]'>
             Page not found
           </h1>
-          <p className='text-[var(--text-muted)] text-lg'>
+          <p className='text-[var(--text-secondary)] text-lg'>
             The page you&apos;re looking for doesn&apos;t exist or has been moved.
           </p>
           <div className='mt-3 flex flex-wrap items-center justify-center gap-2'>
diff --git a/apps/docs/components/docs-layout/docs-sidebar.test.tsx b/apps/docs/components/docs-layout/docs-sidebar.test.tsx
new file mode 100644
index 00000000000..a0a51057b11
--- /dev/null
+++ b/apps/docs/components/docs-layout/docs-sidebar.test.tsx
@@ -0,0 +1,119 @@
+/** @vitest-environment jsdom */
+import { act, type ComponentProps, createElement, type ReactNode } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { DocsSidebar } from '@/components/docs-layout/docs-sidebar'
+
+const state = vi.hoisted(() => ({ mobile: false, open: false, setOpen: vi.fn() }))
+vi.mock('fumadocs-core/utils/use-media-query', () => ({ useMediaQuery: () => state.mobile }))
+vi.mock('fumadocs-ui/components/sidebar/base', () => ({ useSidebar: () => state }))
+vi.mock('next/navigation', () => ({ usePathname: () => '/integrations/zendesk' }))
+vi.mock('fumadocs-ui/contexts/tree', () => ({
+  useTreeContext: () => ({
+    root: {
+      $id: 'docs',
+      children: [{ type: 'page', name: 'Zendesk', url: '/integrations/zendesk' }],
+    },
+  }),
+}))
+vi.mock('@/components/docs-layout/sidebar-components', () => ({
+  SidebarItem: ({ item }: { item: { name: string; url: string } }) =>
+    createElement('a', { href: item.url, 'aria-current': 'page' }, item.name),
+  SidebarFolder: ({ children }: { children: ReactNode }) => children,
+  SidebarSeparator: () => null,
+}))
+vi.mock('@sim/emcn', () => ({
+  cn: (...classes: string[]) => classes.join(' '),
+  Chip: ({ leftIcon: _icon, ...props }: ComponentProps<'button'> & { leftIcon?: unknown }) =>
+    createElement('button', props),
+  ChipLink: ({ onNavigate, ...props }: ComponentProps<'a'> & { onNavigate?: () => void }) =>
+    createElement('a', {
+      ...props,
+      onClick: (event) => {
+        event.preventDefault()
+        onNavigate?.()
+      },
+    }),
+  useScrollEdges: () => ({ top: false, bottom: false }),
+  scrollFadeAttributes: () => ({}),
+  scrollFadeClass: 'scroll-fade',
+}))
+vi.mock('@sim/emcn/icons', () => ({ X: () => null }))
+
+let container: HTMLDivElement
+let root: Root
+
+beforeEach(() => {
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  state.mobile = false
+  state.open = false
+  state.setOpen.mockClear()
+  HTMLDialogElement.prototype.showModal = function () {
+    this.open = true
+  }
+  HTMLDialogElement.prototype.close = function () {
+    this.open = false
+  }
+  container = document.createElement('div')
+  document.body.appendChild(container)
+  root = createRoot(container)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  container.remove()
+  vi.restoreAllMocks()
+  vi.unstubAllGlobals()
+})
+
+function render() {
+  act(() => root.render(<DocsSidebar />))
+}
+
+describe('documentation sidebar surfaces', () => {
+  it('renders one desktop navigation tree', () => {
+    render()
+    expect(container.querySelectorAll('aside[aria-label="Documentation navigation"]')).toHaveLength(
+      1
+    )
+    expect(container.querySelectorAll('a[aria-current="page"]')).toHaveLength(1)
+    expect(container.querySelector('dialog')).toBeNull()
+  })
+
+  it('opens the mobile modal and synchronizes native dismissal', () => {
+    state.mobile = true
+    state.open = true
+    render()
+    const dialog = container.querySelector('dialog')!
+    expect(dialog.open).toBe(true)
+    expect(container.querySelector('aside')).toBeNull()
+    expect(container.querySelectorAll('a[aria-current="page"]')).toHaveLength(1)
+    act(() => dialog.dispatchEvent(new Event('close')))
+    expect(state.setOpen).toHaveBeenCalledWith(false)
+  })
+
+  it('clears mobile disclosure state when resizing to desktop', () => {
+    state.mobile = true
+    state.open = true
+    render()
+    state.mobile = false
+    render()
+    expect(container.querySelector('dialog')).toBeNull()
+    expect(state.setOpen).toHaveBeenCalledWith(false)
+  })
+
+  it('scrolls a deep selected row into view without scrolling the document', () => {
+    vi.spyOn(Element.prototype, 'getBoundingClientRect').mockImplementation(function (
+      this: Element
+    ) {
+      return DOMRect.fromRect(
+        this.hasAttribute('aria-current')
+          ? { x: 0, y: 800, width: 250, height: 30 }
+          : { x: 0, y: 0, width: 280, height: 600 }
+      )
+    })
+    render()
+    expect(container.querySelector('.scroll-fade')?.scrollTop).toBe(242)
+    expect(document.documentElement.scrollTop).toBe(0)
+  })
+})
diff --git a/apps/docs/components/docs-layout/docs-sidebar.tsx b/apps/docs/components/docs-layout/docs-sidebar.tsx
new file mode 100644
index 00000000000..f2d68258adb
--- /dev/null
+++ b/apps/docs/components/docs-layout/docs-sidebar.tsx
@@ -0,0 +1,128 @@
+'use client'
+
+import { useEffect, useRef } from 'react'
+import { Chip, ChipLink, scrollFadeAttributes, scrollFadeClass, useScrollEdges } from '@sim/emcn'
+import { X } from '@sim/emcn/icons'
+import type { Node } from 'fumadocs-core/page-tree'
+import { useMediaQuery } from 'fumadocs-core/utils/use-media-query'
+import { useSidebar } from 'fumadocs-ui/components/sidebar/base'
+import { useTreeContext } from 'fumadocs-ui/contexts/tree'
+import { usePathname } from 'next/navigation'
+import {
+  SidebarFolder,
+  SidebarItem,
+  SidebarSeparator,
+} from '@/components/docs-layout/sidebar-components'
+import { cn } from '@/lib/utils'
+
+interface SidebarTreeProps {
+  nodes: Node[]
+}
+
+function SidebarTree({ nodes }: SidebarTreeProps) {
+  return nodes.map((node, index) => {
+    if (node.type === 'separator') return <SidebarSeparator key={index} item={node} />
+    if (node.type === 'folder') {
+      return (
+        <SidebarFolder key={index} item={node}>
+          <SidebarTree nodes={node.children} />
+        </SidebarFolder>
+      )
+    }
+    return <SidebarItem key={node.url} item={node} />
+  })
+}
+
+function SidebarScrollArea() {
+  const ref = useRef<HTMLDivElement>(null)
+  const edges = useScrollEdges(ref)
+  const { root } = useTreeContext()
+  const pathname = usePathname()
+
+  useEffect(() => {
+    const viewport = ref.current
+    const current = viewport?.querySelector<HTMLElement>('[aria-current="page"]')
+    if (!viewport || !current) return
+    const bounds = viewport.getBoundingClientRect()
+    const row = current.getBoundingClientRect()
+    if (row.top < bounds.top) viewport.scrollTop += row.top - bounds.top - 12
+    else if (row.bottom > bounds.bottom) viewport.scrollTop += row.bottom - bounds.bottom + 12
+  }, [pathname])
+
+  return (
+    <div
+      ref={ref}
+      className={cn('min-h-0 flex-1 overflow-y-auto overscroll-contain', scrollFadeClass)}
+      {...scrollFadeAttributes(edges)}
+    >
+      <div className='flex flex-col gap-px px-2 py-4 lg:pr-3.5 lg:pl-[calc(var(--nav-inset)-8px)]'>
+        <SidebarTree key={root.$id} nodes={root.children} />
+      </div>
+    </div>
+  )
+}
+
+/** The native modal supplies focus containment, Escape dismissal, and focus restoration. */
+export function DocsSidebar() {
+  const dialogRef = useRef<HTMLDialogElement>(null)
+  const { open, setOpen } = useSidebar()
+  const mobile = useMediaQuery('(width < 1024px)')
+
+  useEffect(() => {
+    const dialog = dialogRef.current
+    if (!mobile && open) {
+      setOpen(false)
+      return
+    }
+    if (open && mobile) dialog?.showModal()
+    else dialog?.close()
+  }, [open, mobile, setOpen])
+
+  if (mobile) {
+    return (
+      <dialog
+        ref={dialogRef}
+        aria-label='Documentation navigation'
+        onClose={() => setOpen(false)}
+        onClick={(event) => {
+          if (event.target !== event.currentTarget) return
+          const bounds = event.currentTarget.getBoundingClientRect()
+          if (event.clientX < bounds.left || event.clientX > bounds.right) setOpen(false)
+        }}
+        className='fixed inset-y-0 right-0 left-auto m-0 h-dvh max-h-none w-[85%] max-w-[380px] border-[var(--border)] border-l bg-[var(--surface-1)] p-0 text-[var(--text-body)] backdrop:bg-black/30 backdrop:backdrop-blur-xs open:flex open:flex-col'
+      >
+        <div className='flex shrink-0 items-center justify-between px-4 pt-4 pb-2'>
+          <span className='text-[var(--text-primary)] text-sm'>Documentation</span>
+          <Chip aria-label='Close navigation' leftIcon={X} onClick={() => setOpen(false)} />
+        </div>
+        <nav
+          aria-label='Documentation sections'
+          className='flex shrink-0 flex-wrap gap-px px-2 pb-2'
+        >
+          {[
+            ['Docs', '/introduction'],
+            ['API Reference', '/api-reference/getting-started'],
+            ['CLI', '/cli'],
+            ['Academy', '/academy'],
+          ].map(([label, href]) => (
+            <ChipLink key={href} href={href} onNavigate={() => setOpen(false)}>
+              {label}
+            </ChipLink>
+          ))}
+        </nav>
+        {open && <SidebarScrollArea />}
+      </dialog>
+    )
+  }
+
+  return (
+    <div
+      data-sidebar-placeholder=''
+      className='sticky top-[var(--fd-docs-row-1)] hidden h-[calc(var(--fd-docs-height)-var(--fd-docs-row-1))] bg-[var(--surface-1)] [grid-area:sidebar] lg:block'
+    >
+      <aside aria-label='Documentation navigation' className='flex h-full flex-col'>
+        <SidebarScrollArea />
+      </aside>
+    </div>
+  )
+}
diff --git a/apps/docs/components/docs-layout/page-header.tsx b/apps/docs/components/docs-layout/page-header.tsx
new file mode 100644
index 00000000000..9b3b3b20195
--- /dev/null
+++ b/apps/docs/components/docs-layout/page-header.tsx
@@ -0,0 +1,20 @@
+import type { ReactNode } from 'react'
+import { cn } from '@sim/emcn'
+import { DocsTitle } from 'fumadocs-ui/page'
+
+interface PageHeaderProps {
+  title: string
+  children: ReactNode
+  className?: string
+}
+
+export function PageHeader({ title, children, className }: PageHeaderProps) {
+  return (
+    <div className={cn('mt-6 flex flex-wrap items-start gap-x-4 gap-y-2 sm:mt-0', className)}>
+      <DocsTitle className='mb-2 min-w-0 flex-[1_1_16rem] [overflow-wrap:anywhere]'>
+        {title}
+      </DocsTitle>
+      <div className='ms-auto flex shrink-0 items-center gap-2 pt-1'>{children}</div>
+    </div>
+  )
+}
diff --git a/apps/docs/components/docs-layout/sidebar-components.test.tsx b/apps/docs/components/docs-layout/sidebar-components.test.tsx
new file mode 100644
index 00000000000..57e926197c1
--- /dev/null
+++ b/apps/docs/components/docs-layout/sidebar-components.test.tsx
@@ -0,0 +1,221 @@
+/** @vitest-environment jsdom */
+import { act, type ComponentProps, createElement, type ReactNode } from 'react'
+import type { Folder } from 'fumadocs-core/page-tree'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { SidebarFolder, SidebarItem } from '@/components/docs-layout/sidebar-components'
+
+const navigation = vi.hoisted(() => ({ pathname: '/search', open: false, setOpen: vi.fn() }))
+vi.mock('next/navigation', () => ({ usePathname: () => navigation.pathname }))
+vi.mock('fumadocs-ui/components/sidebar/base', () => ({
+  useSidebar: () => ({ prefetch: false, open: navigation.open, setOpen: navigation.setOpen }),
+}))
+vi.mock('@sim/emcn', () => ({
+  cn: vi.fn(() => ''),
+  ChipLink: ({
+    active: _active,
+    fullWidth: _fullWidth,
+    prefetch: _prefetch,
+    rightAdornment,
+    children,
+    onNavigate,
+    ...props
+  }: ComponentProps<'a'> & {
+    active?: boolean
+    fullWidth?: boolean
+    prefetch?: boolean
+    rightAdornment?: ReactNode
+    onNavigate?: (event: { preventDefault: () => void }) => void
+  }) =>
+    createElement(
+      'a',
+      {
+        ...props,
+        onClick: (event) => {
+          event.preventDefault()
+          if (!event.metaKey && !event.ctrlKey && !event.shiftKey && !event.altKey)
+            onNavigate?.({ preventDefault: vi.fn() })
+        },
+      },
+      children,
+      rightAdornment
+    ),
+  Chip: ({
+    fullWidth: _fullWidth,
+    rightAdornment,
+    children,
+    ...props
+  }: ComponentProps<'button'> & {
+    fullWidth?: boolean
+    rightAdornment?: ReactNode
+  }) => createElement('button', { type: 'button', ...props }, children, rightAdornment),
+}))
+vi.mock('@sim/emcn/icons', () => ({
+  ChevronRight: (props: ComponentProps<'svg'>) => createElement('svg', props),
+}))
+
+const airtable: Folder = {
+  type: 'folder',
+  name: 'Airtable',
+  index: { type: 'page', name: 'Airtable', url: '/integrations/airtable' },
+  children: [
+    { type: 'page', name: 'Personal Access Tokens', url: '/integrations/airtable-service-account' },
+  ],
+}
+let container: HTMLDivElement
+let root: Root
+function renderFolder(item: Folder = airtable) {
+  act(() =>
+    root.render(
+      <SidebarFolder item={item}>
+        <a href='/guide'>Guide</a>
+      </SidebarFolder>
+    )
+  )
+}
+function row() {
+  return container.querySelector<HTMLElement>('[aria-expanded]')!
+}
+function clickRow() {
+  act(() => row().click())
+  return row()
+}
+
+beforeEach(() => {
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  navigation.pathname = '/search'
+  navigation.open = false
+  navigation.setOpen.mockClear()
+  container = document.createElement('div')
+  document.body.appendChild(container)
+  root = createRoot(container)
+})
+afterEach(() => {
+  act(() => root.unmount())
+  container.remove()
+  vi.unstubAllGlobals()
+})
+
+describe('sidebar navigation', () => {
+  it('uses one overview link and chevron with no separate button or duplicate children', () => {
+    renderFolder()
+    expect(row().getAttribute('href')).toBe('/integrations/airtable')
+    expect(row().querySelector('svg')).not.toBeNull()
+    expect(container.querySelector('button')).toBeNull()
+    expect(row().getAttribute('aria-expanded')).toBe('false')
+    const content = document.getElementById(row().getAttribute('aria-controls')!)!
+    expect(content.querySelectorAll('a')).toHaveLength(1)
+    expect(content.hasAttribute('inert')).toBe(true)
+    expect(content.getAttribute('aria-hidden')).toBe('true')
+    navigation.pathname = '/integrations/airtable'
+    renderFolder()
+    expect(content.hasAttribute('inert')).toBe(false)
+    expect(content.getAttribute('aria-hidden')).toBe('false')
+  })
+
+  it('opens canonical ancestors for a guide without nested URL segments', () => {
+    navigation.pathname = '/integrations/airtable-service-account'
+    renderFolder()
+    expect(row().getAttribute('aria-expanded')).toBe('true')
+    expect(row().hasAttribute('aria-current')).toBe(false)
+    renderFolder({ type: 'folder', name: 'Integrations', children: [airtable] })
+    expect(row().getAttribute('aria-expanded')).toBe('true')
+  })
+
+  it('does not open an unrelated section based on a relocated guide URL prefix', () => {
+    navigation.pathname = '/workflows/blocks/logs'
+    renderFolder({
+      type: 'folder',
+      name: 'Integrations',
+      children: [
+        {
+          type: 'folder',
+          name: 'Logs',
+          index: { type: 'page', name: 'Logs', url: '/integrations/logs' },
+          children: [{ type: 'page', name: 'Using Logs in Workflows', url: navigation.pathname }],
+        },
+      ],
+    })
+    expect(row().getAttribute('aria-expanded')).toBe('true')
+    renderFolder({
+      type: 'folder',
+      name: 'Workflows',
+      index: { type: 'page', name: 'Workflows', url: '/workflows' },
+      children: [{ type: 'page', name: 'Core Blocks', url: '/workflows/blocks' }],
+    })
+    expect(row().getAttribute('aria-expanded')).toBe('false')
+  })
+
+  it('toggles the current overview from the same row, including its chevron', () => {
+    navigation.pathname = '/integrations/airtable'
+    renderFolder()
+    expect(row().getAttribute('aria-current')).toBe('page')
+    expect(clickRow().getAttribute('aria-expanded')).toBe('false')
+    act(() =>
+      row()
+        .querySelector('svg')!
+        .dispatchEvent(new MouseEvent('click', { bubbles: true, cancelable: true }))
+    )
+    expect(row().getAttribute('aria-expanded')).toBe('true')
+  })
+
+  it('preserves open-in-new-tab clicks without toggling the folder', () => {
+    navigation.pathname = '/integrations/airtable'
+    renderFolder()
+    act(() =>
+      row().dispatchEvent(
+        new MouseEvent('click', { bubbles: true, cancelable: true, metaKey: true })
+      )
+    )
+    expect(row().getAttribute('aria-expanded')).toBe('true')
+  })
+
+  it('clears manual expansion on navigation so back navigation opens the active section', () => {
+    navigation.pathname = '/integrations/airtable'
+    renderFolder()
+    expect(clickRow().getAttribute('aria-expanded')).toBe('false')
+    navigation.pathname = '/files'
+    renderFolder()
+    navigation.pathname = '/integrations/airtable'
+    renderFolder()
+    expect(row().getAttribute('aria-expanded')).toBe('true')
+  })
+
+  it('closes the mobile drawer on same-page navigation', () => {
+    navigation.open = true
+    navigation.pathname = '/integrations/airtable'
+    renderFolder()
+    clickRow()
+    expect(navigation.setOpen).toHaveBeenCalledWith(false)
+    expect(row().getAttribute('aria-expanded')).toBe('true')
+  })
+
+  it('renders an overview-only folder as a single link without disclosure semantics', () => {
+    navigation.pathname = '/integrations/airtable'
+    act(() =>
+      root.render(<SidebarFolder item={{ ...airtable, children: [] }}>{null}</SidebarFolder>)
+    )
+    expect(container.querySelectorAll('a')).toHaveLength(1)
+    expect(container.querySelector('[aria-expanded],button')).toBeNull()
+    expect(container.querySelector('a')?.getAttribute('aria-current')).toBe('page')
+  })
+
+  it('keeps folders without an overview as native disclosure buttons', () => {
+    renderFolder({ type: 'folder', name: 'Shared credential guides', children: airtable.children })
+    expect(row().tagName).toBe('BUTTON')
+    expect(clickRow().getAttribute('aria-expanded')).toBe('true')
+  })
+
+  it('marks only the exact current page and closes the drawer for leaf links', () => {
+    const item = airtable.children[0]
+    if (item.type !== 'page') throw new Error('Expected page fixture')
+    navigation.pathname = item.url
+    act(() => root.render(createElement(SidebarItem, { item })))
+    expect(container.querySelector('a')?.getAttribute('aria-current')).toBe('page')
+    act(() => container.querySelector('a')!.click())
+    expect(navigation.setOpen).toHaveBeenCalledWith(false)
+    navigation.pathname = `${item.url}/other`
+    act(() => root.render(createElement(SidebarItem, { item })))
+    expect(container.querySelector('a')?.getAttribute('aria-current')).toBeNull()
+  })
+})
diff --git a/apps/docs/components/docs-layout/sidebar-components.tsx b/apps/docs/components/docs-layout/sidebar-components.tsx
index 2e4112f69f4..34a516fbbf6 100644
--- a/apps/docs/components/docs-layout/sidebar-components.tsx
+++ b/apps/docs/components/docs-layout/sidebar-components.tsx
@@ -1,158 +1,119 @@
 'use client'
 
-import { type ReactNode, useState } from 'react'
-import { chipActiveSurfaceClass, chipHoverSurfaceClass } from '@sim/emcn'
+import { type ReactNode, useId, useState } from 'react'
+import { Chip, ChipLink } from '@sim/emcn'
 import { ChevronRight } from '@sim/emcn/icons'
 import type { Folder, Item, Separator } from 'fumadocs-core/page-tree'
 import { useSidebar } from 'fumadocs-ui/components/sidebar/base'
-import Link from 'next/link'
 import { usePathname } from 'next/navigation'
 import { cn } from '@/lib/utils'
 
-function SidebarChevron({ open, className }: { open: boolean; className?: string }) {
-  return (
-    <ChevronRight
-      className={cn(
-        'size-[14px] flex-shrink-0 transition-transform duration-200',
-        open && 'rotate-90',
-        className
-      )}
-    />
-  )
+interface SidebarItemProps {
+  item: Item
 }
 
-function isActive(url: string, pathname: string, nested = true): boolean {
-  return url === pathname || (nested && pathname.startsWith(`${url}/`))
+interface SidebarFolderProps {
+  item: Folder
+  children: ReactNode
 }
 
-/**
- * Rows mirror the app sidebar's chip pill: 30px tall, `rounded-lg`, `px-2`, 14px
- * at normal weight, `--text-body` at rest AND when active — only the background
- * moves, on the two-surface model — see emcn's `chipHoverSurfaceClass`.
- *
- * Height, horizontal padding, weight and color are additionally pinned in
- * `global.css` (`html #nd-sidebar a…`), which needs `!important` to beat
- * fumadocs' own sidebar rules and therefore also beats these utilities. Keep the
- * two in step: the classes here describe the intent and drive the mobile layout,
- * the stylesheet is what actually lands on desktop.
- */
-const ITEM_BASE =
-  'flex w-full items-center gap-2 rounded-md px-2 py-1.5 text-[var(--text-body)] text-sm transition-colors'
-const ITEM_ACTIVE_MOBILE = chipActiveSurfaceClass
-
-const ITEM_DESKTOP =
-  'lg:mb-[0.0625rem] lg:block lg:rounded-lg lg:px-2 lg:font-normal lg:text-sm lg:leading-tight'
-const ITEM_TEXT = 'lg:text-[var(--text-body)]'
-/**
- * Unprefixed, and applied only to inactive rows — an unconditional hover in
- * `ITEM_BASE` would fade the current page under the pointer below `lg`.
- */
-const ITEM_HOVER = chipHoverSurfaceClass
-const ITEM_ACTIVE = 'lg:bg-[var(--surface-active)] lg:font-normal lg:text-[var(--text-body)]'
-
-const FOLDER_TEXT = 'lg:text-[var(--text-body)] lg:font-normal'
-const FOLDER_HOVER = chipHoverSurfaceClass
-const FOLDER_ACTIVE = 'lg:bg-[var(--surface-active)] lg:text-[var(--text-body)]'
-
-const itemClass = (active: boolean) =>
-  cn(ITEM_BASE, ITEM_DESKTOP, ITEM_TEXT, active ? cn(ITEM_ACTIVE_MOBILE, ITEM_ACTIVE) : ITEM_HOVER)
+interface SidebarSeparatorProps {
+  item: Separator
+}
 
-export function SidebarItem({ item }: { item: Item }) {
+export function SidebarItem({ item }: SidebarItemProps) {
   const pathname = usePathname()
-  const { prefetch } = useSidebar()
-  const active = isActive(item.url, pathname, false)
+  const { prefetch, setOpen } = useSidebar()
+  const active = item.url === pathname
 
   return (
-    <Link href={item.url} prefetch={prefetch} data-active={active} className={itemClass(active)}>
+    <ChipLink
+      href={item.url}
+      prefetch={prefetch}
+      fullWidth
+      active={active}
+      data-active={active}
+      aria-current={active ? 'page' : undefined}
+      onNavigate={() => {
+        setOpen(false)
+      }}
+    >
       {item.name}
-    </Link>
+    </ChipLink>
   )
 }
 
-export function SidebarFolder({ item, children }: { item: Folder; children: ReactNode }) {
+/** A section is one link: navigate to its overview, then toggle it on subsequent clicks. */
+export function SidebarFolder({ item, children }: SidebarFolderProps) {
+  const contentId = useId()
   const pathname = usePathname()
-  const { prefetch } = useSidebar()
-  const hasActiveChild = checkHasActiveChild(item, pathname)
-  const hasChildren = item.children.length > 0
-  const defaultOpen = hasActiveChild
+  const { prefetch, open: drawerOpen, setOpen } = useSidebar()
   const [manualOpen, setManualOpen] = useState<{ pathname: string; open: boolean } | null>(null)
-  const open = manualOpen?.pathname === pathname ? manualOpen.open : defaultOpen
+  if (manualOpen && manualOpen.pathname !== pathname) setManualOpen(null)
+  const hasChildren = item.children.length > 0
+  const active = item.index?.url === pathname
+  const open =
+    manualOpen?.pathname === pathname ? manualOpen.open : hasActiveDescendant(item, pathname)
   const toggleOpen = () => setManualOpen({ pathname, open: !open })
-  const active = item.index ? isActive(item.index.url, pathname, false) : false
-
-  if (item.index && !hasChildren) {
-    return (
-      <Link
-        href={item.index.url}
-        prefetch={prefetch}
-        data-active={active}
-        className={itemClass(active)}
-      >
-        {item.name}
-      </Link>
-    )
-  }
+  const chevron = hasChildren ? (
+    <ChevronRight
+      className={cn(
+        'size-[14px] shrink-0 text-[var(--text-icon)] transition-transform duration-200 motion-reduce:transition-none',
+        open && 'rotate-90'
+      )}
+    />
+  ) : undefined
 
   return (
-    <div className='flex flex-col lg:mb-[0.0625rem]'>
-      <div className='flex w-full items-center lg:gap-0.5'>
-        {item.index ? (
-          <>
-            <Link
-              href={item.index.url}
-              prefetch={prefetch}
-              data-active={active}
-              className={cn(
-                'flex flex-1 items-center gap-2 rounded-md px-2 py-1.5 text-sm transition-colors',
-                'text-[var(--text-body)]',
-                'lg:block lg:flex-1 lg:rounded-lg lg:px-2 lg:text-sm lg:leading-tight',
-                FOLDER_TEXT,
-                active ? cn(ITEM_ACTIVE_MOBILE, FOLDER_ACTIVE) : FOLDER_HOVER
-              )}
-            >
-              {item.name}
-            </Link>
-            {hasChildren && (
-              <button
-                onClick={toggleOpen}
-                className={cn(
-                  'rounded-md p-1 transition-colors lg:cursor-pointer',
-                  chipHoverSurfaceClass
-                )}
-                aria-label={open ? 'Collapse' : 'Expand'}
-                aria-expanded={open}
-              >
-                <SidebarChevron open={open} className='text-[var(--text-icon)]' />
-              </button>
-            )}
-          </>
-        ) : (
-          <button
-            onClick={toggleOpen}
-            aria-expanded={open}
-            className={cn(
-              'flex flex-1 items-center gap-2 rounded-md px-2 py-1.5 text-sm transition-colors',
-              'text-[var(--text-body)]',
-              'lg:flex lg:w-full lg:cursor-pointer lg:items-center lg:justify-between lg:rounded-lg lg:px-2 lg:text-left lg:text-sm lg:leading-tight',
-              FOLDER_TEXT,
-              FOLDER_HOVER
-            )}
-          >
-            <span>{item.name}</span>
-            <SidebarChevron open={open} className='ml-auto text-[var(--text-icon)]' />
-          </button>
-        )}
-      </div>
+    <div className='flex flex-col'>
+      {item.index ? (
+        <ChipLink
+          href={item.index.url}
+          prefetch={prefetch}
+          fullWidth
+          active={active}
+          data-active={active}
+          aria-current={active ? 'page' : undefined}
+          aria-expanded={hasChildren ? open : undefined}
+          aria-controls={hasChildren ? contentId : undefined}
+          rightAdornment={chevron}
+          onNavigate={(event) => {
+            if (drawerOpen) {
+              setManualOpen(null)
+              setOpen(false)
+            } else if (active && hasChildren) {
+              event.preventDefault()
+              toggleOpen()
+            } else {
+              setManualOpen(null)
+            }
+          }}
+        >
+          {item.name}
+        </ChipLink>
+      ) : (
+        <Chip
+          fullWidth
+          onClick={toggleOpen}
+          aria-expanded={open}
+          aria-controls={contentId}
+          rightAdornment={chevron}
+        >
+          {item.name}
+        </Chip>
+      )}
       {hasChildren && (
         <div
+          id={contentId}
+          inert={!open}
+          aria-hidden={!open}
           className={cn(
-            'grid transition-[grid-template-rows,opacity] duration-200 ease-in-out',
+            'grid transition-[grid-template-rows,opacity] duration-200 ease-in-out motion-reduce:transition-none',
             open ? 'grid-rows-[1fr] opacity-100' : 'grid-rows-[0fr] opacity-0'
           )}
         >
           <div className='overflow-hidden'>
-            <div className='ml-4 flex flex-col gap-0.5 lg:hidden'>{children}</div>
-            <ul className='mt-0.5 ml-2 hidden space-y-[0.0625rem] pl-2.5 lg:block'>{children}</ul>
+            <div className='mt-px ml-4 flex flex-col gap-px'>{children}</div>
           </div>
         </div>
       )}
@@ -160,33 +121,19 @@ export function SidebarFolder({ item, children }: { item: Folder; children: Reac
   )
 }
 
-/**
- * Group label. Mirrors the app sidebar's section header: a 12px `--text-muted`
- * row at normal weight in sentence case, with the group's 16px top gap carried
- * by the label itself (the app's `SIDEBAR_SECTION_GAP_CLASS`). Groups are told
- * apart by that gap alone — the app draws no rule between them.
- */
-export function SidebarSeparator({ item }: { item: Separator }) {
+export function SidebarSeparator({ item }: SidebarSeparatorProps) {
   return (
     <div data-separator className='mt-4 mb-1.5 px-2 first:mt-0'>
-      <p className='text-[var(--text-muted)] text-caption'>{item.name}</p>
+      <p className='text-[var(--text-icon)] text-caption'>{item.name}</p>
     </div>
   )
 }
 
-function checkHasActiveChild(node: Folder, pathname: string): boolean {
-  if (node.index && isActive(node.index.url, pathname)) {
-    return true
-  }
-
-  for (const child of node.children) {
-    if (child.type === 'page' && isActive(child.url, pathname)) {
-      return true
-    }
-    if (child.type === 'folder' && checkHasActiveChild(child, pathname)) {
-      return true
-    }
-  }
-
-  return false
+function hasActiveDescendant(node: Folder, pathname: string): boolean {
+  if (node.index?.url === pathname) return true
+  return node.children.some((child) =>
+    child.type === 'page'
+      ? child.url === pathname
+      : child.type === 'folder' && hasActiveDescendant(child, pathname)
+  )
 }
diff --git a/apps/docs/components/footer/footer.tsx b/apps/docs/components/footer/footer.tsx
index 4009cc1de72..342f0b733ab 100644
--- a/apps/docs/components/footer/footer.tsx
+++ b/apps/docs/components/footer/footer.tsx
@@ -12,7 +12,7 @@ import { SIM_SITE_URL } from '@/lib/urls'
  */
 
 const LINK_CLASS =
-  'text-sm text-[var(--text-muted)] transition-colors hover:text-[var(--text-primary)]'
+  'text-sm text-[var(--text-secondary)] transition-colors hover:text-[var(--text-primary)]'
 
 interface FooterItem {
   label: string
@@ -23,7 +23,7 @@ interface FooterItem {
 const PRODUCT_LINKS: FooterItem[] = [
   { label: 'Enterprise', href: `${SIM_SITE_URL}/enterprise`, external: true },
   { label: 'Chat', href: '/chat' },
-  { label: 'Workflows', href: '/introduction' },
+  { label: 'Workflows', href: '/workflows' },
   { label: 'Knowledge Base', href: '/knowledgebase' },
   { label: 'Tables', href: '/tables' },
   { label: 'MCP', href: '/agents/mcp' },
@@ -107,7 +107,7 @@ const LEGAL_LINKS: FooterItem[] = [
 function FooterColumn({ title, items }: { title: string; items: FooterItem[] }) {
   return (
     <div>
-      <h3 className='mb-4 text-[var(--text-primary)] text-sm'>{title}</h3>
+      <h2 className='mb-4 text-[var(--text-primary)] text-sm'>{title}</h2>
       <div className='flex flex-col gap-2.5'>
         {items.map(({ label, href, external }) =>
           external ? (
@@ -169,7 +169,9 @@ export function Footer() {
           <FooterColumn title='Legal' items={LEGAL_LINKS} />
         </nav>
 
-        <p className='mt-16 text-[var(--text-muted)] text-sm'>© 2026 Sim. All rights reserved.</p>
+        <p className='mt-16 text-[var(--text-secondary)] text-sm'>
+          © 2026 Sim. All rights reserved.
+        </p>
       </div>
     </footer>
   )
diff --git a/apps/docs/components/navbar/navbar.tsx b/apps/docs/components/navbar/navbar.tsx
index fe62a1df658..f8b0997cc01 100644
--- a/apps/docs/components/navbar/navbar.tsx
+++ b/apps/docs/components/navbar/navbar.tsx
@@ -71,7 +71,7 @@ export function Navbar() {
             paddingRight: 'calc(var(--toc-offset) + var(--nav-inset))',
           }}
         >
-          <Link href='/' className='flex items-center'>
+          <Link href='/' aria-label='Sim documentation home' className='flex items-center'>
             <SimWordmark className='h-[18px]' />
           </Link>
 
@@ -106,7 +106,7 @@ export function Navbar() {
                   '-mb-px relative flex items-center border-b text-sm tracking-[-0.01em] transition-colors',
                   isActive
                     ? 'border-[var(--text-muted)] font-medium text-[var(--text-primary)]'
-                    : 'border-transparent font-normal text-[var(--text-muted)] hover:border-[var(--border-1)] hover:text-[var(--text-secondary)]'
+                    : 'border-transparent font-normal text-[var(--text-secondary)] hover:border-[var(--border-1)] hover:text-[var(--text-primary)]'
                 )}
               >
                 {/* Invisible bold text reserves width to prevent layout shift */}
diff --git a/apps/docs/components/ui/block-info-card.tsx b/apps/docs/components/ui/block-info-card.tsx
index 39f3c25fbd2..d20380c3d93 100644
--- a/apps/docs/components/ui/block-info-card.tsx
+++ b/apps/docs/components/ui/block-info-card.tsx
@@ -46,6 +46,7 @@ export function BlockInfoCard({
 
   return (
     <div
+      aria-hidden='true'
       className='mb-6 flex items-center justify-center overflow-hidden rounded-lg p-8'
       style={{ background: color }}
     >
diff --git a/apps/docs/components/ui/icon-mapping.ts b/apps/docs/components/ui/icon-mapping.ts
index 417f6b6df18..51431ca589b 100644
--- a/apps/docs/components/ui/icon-mapping.ts
+++ b/apps/docs/components/ui/icon-mapping.ts
@@ -3,10 +3,23 @@
 // Maps block types to their icon component references
 
 import type { ComponentType, SVGProps } from 'react'
-import { Library, Rocket, Table } from '@sim/emcn/icons'
+import {
+  Blimp,
+  CirclePause,
+  Clock,
+  FormInput,
+  GridOffset,
+  Library,
+  Play,
+  Rocket,
+  Table,
+  Task,
+  Webhook,
+} from '@sim/emcn/icons'
 import {
   A2AIcon,
   AffinityIcon,
+  AgentIcon,
   AgentMailIcon,
   AgentPhoneIcon,
   AgiloftIcon,
@@ -16,6 +29,7 @@ import {
   AlgoliaIcon,
   AmplitudeIcon,
   ApifyIcon,
+  ApiIcon,
   ApolloIcon,
   AppConfigIcon,
   ArxivIcon,
@@ -36,6 +50,7 @@ import {
   CalComIcon,
   CalendlyIcon,
   CbInsightsIcon,
+  ChartBarIcon,
   CirclebackIcon,
   ClaudeIcon,
   ClayIcon,
@@ -46,10 +61,14 @@ import {
   CloudflareIcon,
   CloudTrailIcon,
   CloudWatchIcon,
+  CodeIcon,
   CodePipelineIcon,
+  ConditionalIcon,
   ConfluenceIcon,
+  ConnectIcon,
   ContextDevIcon,
   ConvexIcon,
+  CredentialIcon,
   CrowdStrikeIcon,
   CrunchbaseIcon,
   CursorIcon,
@@ -123,6 +142,7 @@ import {
   IAMIcon,
   IcypeasIcon,
   IdentityCenterIcon,
+  ImageIcon,
   IncidentioIcon,
   InfisicalIcon,
   InstantlyIcon,
@@ -152,6 +172,7 @@ import {
   MailgunIcon,
   MailServerIcon,
   ManageEngineIcon,
+  McpIcon,
   Mem0Icon,
   MicrosoftDataverseIcon,
   MicrosoftExcelIcon,
@@ -172,6 +193,7 @@ import {
   NetSuiteIcon,
   NeverBounceIcon,
   NewRelicIcon,
+  NoteIcon,
   NotionIcon,
   ObsidianIcon,
   OktaIcon,
@@ -184,6 +206,7 @@ import {
   PeopleDataLabsIcon,
   PerplexityIcon,
   PersonaIcon,
+  PiIcon,
   PineconeIcon,
   PipedriveIcon,
   PitchBookIcon,
@@ -205,6 +228,7 @@ import {
   RedisIcon,
   ReductoIcon,
   ResendIcon,
+  ResponseIcon,
   RevenueCatIcon,
   RipplingIcon,
   RocketlaneIcon,
@@ -216,6 +240,7 @@ import {
   SapConcurIcon,
   SapS4HanaIcon,
   SESIcon,
+  SearchIcon,
   SecretsManagerIcon,
   SemrushIcon,
   SendblueIcon,
@@ -224,6 +249,7 @@ import {
   SerperIcon,
   ServiceNowIcon,
   SftpIcon,
+  ShieldCheckIcon,
   ShopifyIcon,
   SimilarwebIcon,
   SimTriggerIcon,
@@ -241,6 +267,7 @@ import {
   STSIcon,
   STTIcon,
   StagehandIcon,
+  StartIcon,
   StripeIcon,
   SupabaseIcon,
   TailscaleIcon,
@@ -252,13 +279,16 @@ import {
   TikTokIcon,
   TinybirdIcon,
   TinyFishIcon,
+  TranslateIcon,
   TrelloIcon,
   TriggerDevIcon,
+  TTSIcon,
   TwilioIcon,
   TypeformIcon,
   UpstashIcon,
   UptimeRobotIcon,
   VantaIcon,
+  VariableIcon,
   VercelIcon,
   VideoIcon,
   WealthboxIcon,
@@ -270,6 +300,7 @@ import {
   WizaIcon,
   WordpressIcon,
   WorkdayIcon,
+  WorkflowIcon,
   xIcon,
   YouTubeIcon,
   ZendeskIcon,
@@ -285,6 +316,7 @@ type IconComponent = ComponentType<SVGProps<SVGSVGElement>>
 export const blockTypeToIconMap: Record<string, IconComponent> = {
   a2a: A2AIcon,
   affinity: AffinityIcon,
+  agent: AgentIcon,
   agentmail: AgentMailIcon,
   agentphone: AgentPhoneIcon,
   agiloft: AgiloftIcon,
@@ -293,6 +325,8 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   airweave: AirweaveIcon,
   algolia: AlgoliaIcon,
   amplitude: AmplitudeIcon,
+  api: ApiIcon,
+  api_trigger: ApiIcon,
   apify: ApifyIcon,
   apollo: ApolloIcon,
   appconfig: AppConfigIcon,
@@ -313,6 +347,7 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   calcom: CalComIcon,
   calendly: CalendlyIcon,
   cbinsights: CbInsightsIcon,
+  chat_trigger: Task,
   circleback: CirclebackIcon,
   clay: ClayIcon,
   clerk: ClerkIcon,
@@ -323,10 +358,13 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   cloudtrail: CloudTrailIcon,
   cloudwatch: CloudWatchIcon,
   codepipeline: CodePipelineIcon,
+  condition: ConditionalIcon,
   confluence: ConfluenceIcon,
   confluence_v2: ConfluenceIcon,
   context_dev: ContextDevIcon,
   convex: ConvexIcon,
+  credential: CredentialIcon,
+  credential_group: GridOffset,
   crowdstrike: CrowdStrikeIcon,
   crunchbase: CrunchbaseIcon,
   cursor: CursorIcon,
@@ -355,12 +393,14 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   enrich: EnrichSoIcon,
   enrichment: EnrichmentIcon,
   enrow: EnrowIcon,
+  evaluator: ChartBarIcon,
   exa: ExaAIIcon,
   extend: ExtendIcon,
   extend_v2: ExtendIcon,
   fathom: FathomIcon,
   file: DocumentIcon,
   file_v2: DocumentIcon,
+  file_v3: DocumentIcon,
   file_v4: DocumentIcon,
   file_v5: DocumentIcon,
   findymail: FindymailIcon,
@@ -368,8 +408,10 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   fireflies: FirefliesIcon,
   fireflies_v2: FirefliesIcon,
   flint: FlintIcon,
+  function: CodeIcon,
   gamma: GammaIcon,
   generic: WebhookIcon,
+  generic_webhook: Webhook,
   github: GithubIcon,
   github_v2: GithubIcon,
   gitlab: GitLabIcon,
@@ -407,6 +449,7 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   granola: GranolaIcon,
   greenhouse: GreenhouseIcon,
   greptile: GreptileIcon,
+  guardrails: ShieldCheckIcon,
   harmonic: HarmonicIcon,
   hex: HexIcon,
   hubspot: HubspotIcon,
@@ -417,9 +460,12 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   iam: IAMIcon,
   icypeas: IcypeasIcon,
   identity_center: IdentityCenterIcon,
+  image_generator: ImageIcon,
+  image_generator_v2: ImageIcon,
   imap: MailServerIcon,
   incidentio: IncidentioIcon,
   infisical: InfisicalIcon,
+  input_trigger: FormInput,
   instantly: InstantlyIcon,
   intercom: IntercomIcon,
   intercom_v2: IntercomIcon,
@@ -454,6 +500,8 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   mailgun: MailgunIcon,
   managed_agent: ClaudeIcon,
   manageengine_sdp: ManageEngineIcon,
+  manual_trigger: Play,
+  mcp: McpIcon,
   mem0: Mem0Icon,
   memory: BrainIcon,
   microsoft_ad: AzureIcon,
@@ -473,12 +521,14 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   modal: ModalIcon,
   monday: MondayIcon,
   mongodb: MongoDBIcon,
+  mothership: Blimp,
   mssql: MicrosoftSqlIcon,
   mysql: MySQLIcon,
   neo4j: Neo4jIcon,
   netsuite: NetSuiteIcon,
   neverbounce: NeverBounceIcon,
   new_relic: NewRelicIcon,
+  note: NoteIcon,
   notion: NotionIcon,
   notion_v2: NotionIcon,
   obsidian: ObsidianIcon,
@@ -492,6 +542,7 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   peopledatalabs: PeopleDataLabsIcon,
   perplexity: PerplexityIcon,
   persona: PersonaIcon,
+  pi: PiIcon,
   pinecone: PineconeIcon,
   pipedrive: PipedriveIcon,
   pitchbook: PitchBookIcon,
@@ -515,16 +566,21 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   reducto: ReductoIcon,
   reducto_v2: ReductoIcon,
   resend: ResendIcon,
+  response: ResponseIcon,
   revenuecat: RevenueCatIcon,
   rippling: RipplingIcon,
   rocketlane: RocketlaneIcon,
   rootly: RootlyIcon,
+  router: ConnectIcon,
+  router_v2: ConnectIcon,
   rss: RssIcon,
   s3: S3Icon,
   sailpoint: SailPointIcon,
   salesforce: SalesforceIcon,
   sap_concur: SapConcurIcon,
   sap_s4hana: SapS4HanaIcon,
+  schedule: Clock,
+  search: SearchIcon,
   secrets_manager: SecretsManagerIcon,
   semrush: SemrushIcon,
   sendblue: SendblueIcon,
@@ -553,6 +609,8 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   ssh: SshIcon,
   ssm: SSMIcon,
   stagehand: StagehandIcon,
+  start_trigger: StartIcon,
+  starter: StartIcon,
   stripe: StripeIcon,
   sts: STSIcon,
   stt: STTIcon,
@@ -566,12 +624,15 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   temporal: TemporalIcon,
   textract: TextractIcon,
   textract_v2: TextractIcon,
+  thinking: BrainIcon,
   thrive: ThriveIcon,
   tiktok: TikTokIcon,
   tinybird: TinybirdIcon,
   tinyfish: TinyFishIcon,
+  translate: TranslateIcon,
   trello: TrelloIcon,
   trigger_dev: TriggerDevIcon,
+  tts: TTSIcon,
   twilio: TwilioIcon,
   twilio_sms: TwilioIcon,
   twilio_voice: TwilioIcon,
@@ -579,19 +640,25 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   upstash: UpstashIcon,
   uptimerobot: UptimeRobotIcon,
   vanta: VantaIcon,
+  variables: VariableIcon,
   vercel: VercelIcon,
   video_generator: VideoIcon,
   video_generator_v2: VideoIcon,
+  video_generator_v3: VideoIcon,
   vision: EyeIcon,
   vision_v2: EyeIcon,
+  wait: CirclePause,
   wealthbox: WealthboxIcon,
   webflow: WebflowIcon,
+  webhook_request: WebhookIcon,
   whatsapp: WhatsAppIcon,
   wikipedia: WikipediaIcon,
   windchill: WindchillIcon,
   wiza: WizaIcon,
   wordpress: WordpressIcon,
   workday: WorkdayIcon,
+  workflow: WorkflowIcon,
+  workflow_input: WorkflowIcon,
   x: xIcon,
   youtube: YouTubeIcon,
   zendesk: ZendeskIcon,
@@ -601,3 +668,66 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   zoom: ZoomIcon,
   zoominfo: ZoomInfoIcon,
 }
+
+export const coreBlockTypes = new Set([
+  'a2a',
+  'agent',
+  'api',
+  'api_trigger',
+  'chat_trigger',
+  'condition',
+  'credential',
+  'credential_group',
+  'deployments',
+  'enrichment',
+  'evaluator',
+  'file',
+  'file_v2',
+  'file_v3',
+  'file_v4',
+  'file_v5',
+  'function',
+  'generic_webhook',
+  'guardrails',
+  'human_in_the_loop',
+  'human_in_the_loop_v2',
+  'image_generator',
+  'image_generator_v2',
+  'imap',
+  'input_trigger',
+  'knowledge',
+  'logs',
+  'logs_v2',
+  'manual_trigger',
+  'mcp',
+  'memory',
+  'mothership',
+  'note',
+  'pi',
+  'response',
+  'router',
+  'router_v2',
+  'rss',
+  'schedule',
+  'search',
+  'sim_workspace_event',
+  'start_trigger',
+  'starter',
+  'stt',
+  'stt_v2',
+  'table',
+  'table_v2',
+  'thinking',
+  'translate',
+  'tts',
+  'variables',
+  'video_generator',
+  'video_generator_v2',
+  'video_generator_v3',
+  'vision',
+  'vision_v2',
+  'wait',
+  'webhook_request',
+  'workflow',
+  'workflow_input',
+])
diff --git a/apps/docs/components/ui/response-section.tsx b/apps/docs/components/ui/response-section.tsx
index 44a7c0ebf08..9637b27b7a7 100644
--- a/apps/docs/components/ui/response-section.tsx
+++ b/apps/docs/components/ui/response-section.tsx
@@ -1,19 +1,24 @@
 'use client'
 
-import { useEffect, useRef, useState } from 'react'
-import { ChevronDown } from '@sim/emcn/icons'
-import { cn } from '@/lib/utils'
+import { useEffect, useId, useRef, useState } from 'react'
+import {
+  ChipChevronDown,
+  chipFieldSurfaceClass,
+  chipFieldTextClass,
+  chipGeometryClass,
+  chipHoverSurfaceClass,
+  cn,
+} from '@sim/emcn'
 
 interface ResponseSectionProps {
   children: React.ReactNode
 }
 
 export function ResponseSection({ children }: ResponseSectionProps) {
+  const id = useId()
   const containerRef = useRef<HTMLDivElement>(null)
   const [statusCodes, setStatusCodes] = useState<string[]>([])
   const [selectedCode, setSelectedCode] = useState<string>('')
-  const [isOpen, setIsOpen] = useState(false)
-  const dropdownRef = useRef<HTMLDivElement>(null)
 
   function getAccordionItems() {
     const root = containerRef.current?.querySelector('[data-orientation="vertical"]')
@@ -44,12 +49,7 @@ export function ResponseSection({ children }: ResponseSectionProps) {
     }
   }
 
-  /**
-   * Detect when the fumadocs accordion children mount via MutationObserver,
-   * then extract status codes and show the first one.
-   * Replaces the previous approach that used `children` as a dependency
-   * (which triggered on every render since children is a new object each time).
-   */
+  /** Waits for the dependency's response accordion to mount before selecting a status. */
   useEffect(() => {
     const container = containerRef.current
     if (!container) return
@@ -60,7 +60,6 @@ export function ResponseSection({ children }: ResponseSectionProps) {
 
       const codes: string[] = []
       const seen = new Set<string>()
-
       for (const item of items) {
         const triggerBtn = item.querySelector('h3 button')
         if (triggerBtn) {
@@ -72,7 +71,6 @@ export function ResponseSection({ children }: ResponseSectionProps) {
           }
         }
       }
-
       if (codes.length > 0) {
         setStatusCodes(codes)
         setSelectedCode(codes[0])
@@ -83,95 +81,47 @@ export function ResponseSection({ children }: ResponseSectionProps) {
     }
 
     if (initialize()) return
-
     const observer = new MutationObserver(() => {
-      if (initialize()) {
-        observer.disconnect()
-      }
+      if (initialize()) observer.disconnect()
     })
     observer.observe(container, { childList: true, subtree: true })
-
     return () => observer.disconnect()
-  }, []) // eslint-disable-line react-hooks/exhaustive-deps
+  }, [])
 
   function handleSelectCode(code: string) {
     setSelectedCode(code)
-    setIsOpen(false)
     showStatusCode(code)
   }
 
-  useEffect(() => {
-    function handleClickOutside(event: MouseEvent) {
-      if (dropdownRef.current && !dropdownRef.current.contains(event.target as Node)) {
-        setIsOpen(false)
-      }
-    }
-    function handleKeyDown(event: KeyboardEvent) {
-      if (event.key === 'Escape') {
-        setIsOpen(false)
-      }
-    }
-    document.addEventListener('mousedown', handleClickOutside)
-    document.addEventListener('keydown', handleKeyDown)
-    return () => {
-      document.removeEventListener('mousedown', handleClickOutside)
-      document.removeEventListener('keydown', handleKeyDown)
-    }
-  }, [])
-
   return (
     <div ref={containerRef} className='response-section-wrapper'>
       {statusCodes.length > 0 && (
         <div className='response-section-header'>
           <h2 className='response-section-title'>Response</h2>
           <div className='response-section-meta'>
-            <div ref={dropdownRef} className='response-section-dropdown-wrapper'>
-              <button
-                type='button'
-                className='response-section-dropdown-trigger'
-                aria-haspopup='listbox'
-                aria-expanded={isOpen}
-                aria-label={`Response status code, currently ${selectedCode}`}
-                onClick={() => setIsOpen(!isOpen)}
+            <div className='relative'>
+              <label htmlFor={id} className='sr-only'>
+                Response status code
+              </label>
+              <select
+                id={id}
+                value={selectedCode}
+                onChange={(event) => handleSelectCode(event.target.value)}
+                className={cn(
+                  chipGeometryClass,
+                  chipFieldSurfaceClass,
+                  chipFieldTextClass,
+                  chipHoverSurfaceClass,
+                  'appearance-none pe-8'
+                )}
               >
-                <span>{selectedCode}</span>
-                <ChevronDown
-                  className={cn(
-                    'response-section-chevron',
-                    isOpen && 'response-section-chevron-open'
-                  )}
-                />
-              </button>
-              {isOpen && (
-                <div className='response-section-dropdown-menu' role='listbox'>
-                  {statusCodes.map((code) => (
-                    <button
-                      key={code}
-                      type='button'
-                      role='option'
-                      aria-selected={code === selectedCode}
-                      className={cn(
-                        'response-section-dropdown-item',
-                        code === selectedCode && 'response-section-dropdown-item-selected'
-                      )}
-                      onClick={() => handleSelectCode(code)}
-                    >
-                      <span>{code}</span>
-                      {code === selectedCode && (
-                        <svg
-                          className='response-section-check'
-                          viewBox='0 0 24 24'
-                          fill='none'
-                          stroke='currentColor'
-                          strokeWidth='2'
-                        >
-                          <polyline points='20 6 9 17 4 12' />
-                        </svg>
-                      )}
-                    </button>
-                  ))}
-                </div>
-              )}
+                {statusCodes.map((code) => (
+                  <option key={code} value={code}>
+                    {code}
+                  </option>
+                ))}
+              </select>
+              <ChipChevronDown className='-translate-y-1/2 pointer-events-none absolute end-2 top-1/2' />
             </div>
             <span className='response-section-content-type'>application/json</span>
           </div>
diff --git a/apps/docs/components/ui/search-trigger.tsx b/apps/docs/components/ui/search-trigger.tsx
index 1809284b2f9..2cb2832da5a 100644
--- a/apps/docs/components/ui/search-trigger.tsx
+++ b/apps/docs/components/ui/search-trigger.tsx
@@ -27,7 +27,7 @@ export function SearchTrigger() {
         chipGeometryClass,
         chipFilledFillTokens,
         TRIGGER_BORDER_CLASS,
-        'flex w-[360px] cursor-pointer font-season text-[var(--text-muted)] transition-colors hover:bg-[var(--surface-active)]'
+        'flex w-[360px] cursor-pointer font-season text-[var(--text-secondary)] transition-colors hover:bg-[var(--surface-active)]'
       )}
       onClick={openSearchDialog}
     >
diff --git a/apps/docs/components/ui/video-placeholder.test.tsx b/apps/docs/components/ui/video-placeholder.test.tsx
new file mode 100644
index 00000000000..6dafe4e04ce
--- /dev/null
+++ b/apps/docs/components/ui/video-placeholder.test.tsx
@@ -0,0 +1,92 @@
+/** @vitest-environment jsdom */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { VideoChapters } from '@/components/ui/video-chapters'
+import { VideoPlaceholder } from '@/components/ui/video-placeholder'
+
+let host: HTMLDivElement
+let root: Root
+
+beforeEach(() => {
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  vi.spyOn(HTMLMediaElement.prototype, 'play').mockResolvedValue()
+  host = document.createElement('div')
+  document.body.appendChild(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.restoreAllMocks()
+  vi.unstubAllGlobals()
+})
+
+function renderLesson() {
+  act(() =>
+    root.render(
+      <>
+        <VideoChapters chapters={[{ title: 'Run the workflow', time: '1:06' }]} />
+        <VideoPlaceholder
+          title='Tables'
+          src='/lesson.mp4'
+          captionsSrc='/captions/academy/tables-intro.en.vtt'
+        />
+      </>
+    )
+  )
+}
+
+describe('lesson playback', () => {
+  it('loads an explicitly labelled caption track and moves focus to the player', () => {
+    renderLesson()
+    const play = host.querySelector<HTMLButtonElement>('[aria-label="Play Tables"]')!
+    act(() => play.click())
+    const video = host.querySelector('video')!
+    const track = video.querySelector('track')!
+    expect(document.activeElement).toBe(video)
+    expect(track.kind).toBe('captions')
+    expect(track.srclang).toBe('en')
+    expect(track.label).toBe('English (auto-generated)')
+    expect(track.getAttribute('src')).toBe('/captions/academy/tables-intro.en.vtt')
+    expect(track.default).toBe(true)
+  })
+
+  it('starts at a selected chapter after metadata loads and reuses the player for later seeks', () => {
+    renderLesson()
+    const chapter = host.querySelector<HTMLButtonElement>('aside button')!
+    expect(chapter.disabled).toBe(false)
+    act(() => chapter.click())
+    const video = host.querySelector('video')!
+    act(() => video.dispatchEvent(new Event('loadedmetadata')))
+    expect(video.currentTime).toBe(66)
+    video.currentTime = 80
+    act(() => chapter.click())
+    expect(host.querySelector('video')).toBe(video)
+    expect(video.currentTime).toBe(66)
+    expect(video.play).toHaveBeenCalledTimes(2)
+  })
+
+  it('leaves chapters disabled when the lesson has no video', () => {
+    act(() =>
+      root.render(
+        <>
+          <VideoPlaceholder title='Future lesson' />
+          <VideoChapters chapters={[{ title: 'Introduction', time: '0:00' }]} />
+        </>
+      )
+    )
+    expect(host.querySelector<HTMLButtonElement>('aside button')!.disabled).toBe(true)
+    expect(host.querySelector('video')).toBeNull()
+  })
+
+  it('removes the chapter subscription when the player unmounts', () => {
+    renderLesson()
+    act(() => host.querySelector<HTMLButtonElement>('[aria-label="Play Tables"]')!.click())
+    const video = host.querySelector('video')!
+    act(() => root.render(null))
+    act(() => window.dispatchEvent(new CustomEvent('academy:seek', { detail: { time: 66 } })))
+    expect(video.play).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/docs/components/ui/video-placeholder.tsx b/apps/docs/components/ui/video-placeholder.tsx
index 7f1c7318f46..e836b418b52 100644
--- a/apps/docs/components/ui/video-placeholder.tsx
+++ b/apps/docs/components/ui/video-placeholder.tsx
@@ -16,6 +16,8 @@ interface VideoPlaceholderProps {
    * set, the play button loads the video; otherwise the card is "coming soon".
    */
   src?: string
+  /** Same-origin WebVTT captions, generated from the lesson narration. */
+  captionsSrc?: string
   className?: string
 }
 
@@ -48,6 +50,7 @@ export function VideoPlaceholder({
   eyebrow,
   label = 'Coming soon',
   src,
+  captionsSrc,
   className,
 }: VideoPlaceholderProps) {
   const hasVideo = Boolean(src)
@@ -83,6 +86,10 @@ export function VideoPlaceholder({
     }
   }, [src])
 
+  useEffect(() => {
+    if (playing) videoRef.current?.focus()
+  }, [playing])
+
   if (playing && src) {
     return (
       <div
@@ -91,12 +98,12 @@ export function VideoPlaceholder({
           className
         )}
       >
-        {/* biome-ignore lint/a11y/useMediaCaption: lesson videos have no caption track yet */}
         <video
           ref={videoRef}
           src={resolveVideoSrc(src)}
           title={title ?? 'Lesson video'}
           controls
+          tabIndex={0}
           autoPlay
           playsInline
           onLoadedMetadata={() => {
@@ -107,7 +114,15 @@ export function VideoPlaceholder({
             }
           }}
           className='h-full w-full border-0'
-        />
+        >
+          <track
+            kind='captions'
+            src={captionsSrc}
+            srcLang='en'
+            label='English (auto-generated)'
+            default
+          />
+        </video>
       </div>
     )
   }
diff --git a/apps/docs/components/workflow-preview/academy-video-workflows.ts b/apps/docs/components/workflow-preview/academy-video-workflows.ts
index 290d47f8b65..2f28ffc4989 100644
--- a/apps/docs/components/workflow-preview/academy-video-workflows.ts
+++ b/apps/docs/components/workflow-preview/academy-video-workflows.ts
@@ -1,4 +1,4 @@
-import type { PreviewWorkflow } from './workflow-data'
+import type { PreviewWorkflow } from '@/components/workflow-preview/workflow-data'
 
 /**
  * Workflows shown in the academy videos, reproduced block-for-block so each
@@ -15,6 +15,9 @@ export const AV_INVOICE_INTAKE_WORKFLOW: PreviewWorkflow = {
       id: 'gmailtrigger',
       name: 'Gmail Email Trigger',
       type: 'gmail',
+      typeLabel: 'Gmail',
+      isIntegration: true,
+      sentence: ['Run on Gmail Email Trigger'],
       bgColor: '#E0E0E0',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -24,6 +27,8 @@ export const AV_INVOICE_INTAKE_WORKFLOW: PreviewWorkflow = {
       id: 'file',
       name: 'File',
       type: 'file',
+      typeLabel: 'File',
+      sentence: ['Parse', { subBlockId: 'Files', noun: 'file' }],
       bgColor: '#40916C',
       position: { x: 340, y: 0 },
       rows: [
@@ -35,6 +40,13 @@ export const AV_INVOICE_INTAKE_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Agent',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 680, y: 0 },
       rows: [
@@ -47,6 +59,9 @@ export const AV_INVOICE_INTAKE_WORKFLOW: PreviewWorkflow = {
       id: 'supabase',
       name: 'Supabase',
       type: 'supabase',
+      typeLabel: 'Supabase',
+      isIntegration: true,
+      sentence: ['Create a Row', 'in', { subBlockId: 'Table' }, 'with', { subBlockId: 'Data' }],
       bgColor: '#1C1C1C',
       position: { x: 1020, y: 0 },
       rows: [
@@ -72,6 +87,8 @@ export const AV_QUALIFY_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -81,6 +98,13 @@ export const AV_QUALIFY_WORKFLOW: PreviewWorkflow = {
       id: 'qualify',
       name: 'Qualify',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 340, y: 0 },
       rows: [
@@ -92,6 +116,8 @@ export const AV_QUALIFY_WORKFLOW: PreviewWorkflow = {
       id: 'response',
       name: 'Response',
       type: 'response',
+      typeLabel: 'Response',
+      sentence: ['Return', { subBlockId: 'Data', noun: 'response' }],
       bgColor: '#2F55FF',
       position: { x: 680, y: 0 },
       rows: [{ title: 'Data', value: '<qualify.content>' }],
@@ -112,6 +138,8 @@ export const AV_MEMORY_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -121,6 +149,13 @@ export const AV_MEMORY_WORKFLOW: PreviewWorkflow = {
       id: 'support',
       name: 'Support',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 340, y: 0 },
       rows: [
@@ -142,6 +177,8 @@ export const AV_TABLE_OPS_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -151,6 +188,13 @@ export const AV_TABLE_OPS_WORKFLOW: PreviewWorkflow = {
       id: 'table',
       name: 'Table 1',
       type: 'table',
+      typeLabel: 'Table',
+      sentence: [
+        'Query rows from',
+        { subBlockId: 'Table', noun: 'table' },
+        ', where',
+        { subBlockId: 'Filter Conditions' },
+      ],
       bgColor: '#10B981',
       position: { x: 340, y: 0 },
       rows: [
@@ -172,6 +216,8 @@ export const AV_TOOLS_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -181,6 +227,15 @@ export const AV_TOOLS_WORKFLOW: PreviewWorkflow = {
       id: 'qualify',
       name: 'Qualify',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+        ', using',
+        { subBlockId: 'Tools' },
+      ],
       bgColor: '#33C482',
       position: { x: 340, y: 0 },
       rows: [
@@ -197,6 +252,8 @@ export const AV_TOOLS_WORKFLOW: PreviewWorkflow = {
       id: 'response',
       name: 'Response',
       type: 'response',
+      typeLabel: 'Response',
+      sentence: ['Return', { subBlockId: 'Data', noun: 'response' }],
       bgColor: '#2F55FF',
       position: { x: 680, y: 0 },
       rows: [{ title: 'Data', value: '<qualify.content>' }],
@@ -217,6 +274,8 @@ export const AV_SKILLS_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -226,6 +285,15 @@ export const AV_SKILLS_WORKFLOW: PreviewWorkflow = {
       id: 'qualify',
       name: 'Qualify',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+        ', using',
+        { subBlockId: 'Tools' },
+      ],
       bgColor: '#33C482',
       position: { x: 340, y: 0 },
       rows: [
@@ -248,6 +316,8 @@ export const AV_SUPPORT_DESK_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 60 },
       hideTargetHandle: true,
@@ -257,6 +327,15 @@ export const AV_SUPPORT_DESK_WORKFLOW: PreviewWorkflow = {
       id: 'triage',
       name: 'Triage',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+        ', using',
+        { subBlockId: 'Tools' },
+      ],
       bgColor: '#33C482',
       position: { x: 320, y: 60 },
       rows: [
@@ -269,6 +348,7 @@ export const AV_SUPPORT_DESK_WORKFLOW: PreviewWorkflow = {
       id: 'condition',
       name: 'Urgent?',
       type: 'condition',
+      typeLabel: 'Condition',
       bgColor: '#FF752F',
       position: { x: 660, y: 60 },
       rows: [],
@@ -281,6 +361,9 @@ export const AV_SUPPORT_DESK_WORKFLOW: PreviewWorkflow = {
       id: 'escalate',
       name: 'Escalate',
       type: 'slack',
+      typeLabel: 'Slack',
+      isIntegration: true,
+      sentence: ['Send a message to', { subBlockId: 'Channel', noun: 'channel' }],
       bgColor: '#611F69',
       position: { x: 1000, y: -40 },
       rows: [{ title: 'Channel', value: '#support-urgent' }],
@@ -289,6 +372,13 @@ export const AV_SUPPORT_DESK_WORKFLOW: PreviewWorkflow = {
       id: 'reply',
       name: 'Reply',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 1000, y: 160 },
       rows: [{ title: 'Messages', value: 'Draft the reply' }],
@@ -297,6 +387,8 @@ export const AV_SUPPORT_DESK_WORKFLOW: PreviewWorkflow = {
       id: 'log',
       name: 'Log',
       type: 'table',
+      typeLabel: 'Table',
+      sentence: ['Insert Row', { subBlockId: 'Table', noun: 'table' }],
       bgColor: '#10B981',
       position: { x: 1340, y: 60 },
       rows: [
@@ -330,6 +422,8 @@ export const AV_CONTENT_AGENT_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 95 },
       hideTargetHandle: true,
@@ -339,17 +433,25 @@ export const AV_CONTENT_AGENT_WORKFLOW: PreviewWorkflow = {
       id: 'candidates',
       name: 'Candidates',
       type: 'parallel',
+      typeLabel: 'Parallel',
       bgColor: '#1D1C1A',
       position: { x: 320, y: 30 },
-      size: { width: 430, height: 170 },
+      size: { width: 480, height: 300 },
       rows: [],
     },
     {
       id: 'writer',
       name: 'Writer',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
-      position: { x: 150, y: 62 },
+      position: { x: 150, y: 64 },
       parentId: 'candidates',
       rows: [
         { title: 'Messages', value: '<start.input>' },
@@ -360,8 +462,15 @@ export const AV_CONTENT_AGENT_WORKFLOW: PreviewWorkflow = {
       id: 'evaluator',
       name: 'Evaluator',
       type: 'evaluator',
+      typeLabel: 'Evaluator',
+      sentence: [
+        'Score',
+        { subBlockId: 'Content', noun: 'content' },
+        'against',
+        { subBlockId: 'Metrics', noun: 'metrics' },
+      ],
       bgColor: '#8B5CF6',
-      position: { x: 840, y: 95 },
+      position: { x: 890, y: 95 },
       rows: [
         { title: 'Metrics', value: 'Voice · Hook' },
         { title: 'Content', value: '<writer.content>' },
@@ -371,8 +480,10 @@ export const AV_CONTENT_AGENT_WORKFLOW: PreviewWorkflow = {
       id: 'scores',
       name: 'Scores',
       type: 'table',
+      typeLabel: 'Table',
+      sentence: ['Insert Row', { subBlockId: 'Table', noun: 'table' }],
       bgColor: '#10B981',
-      position: { x: 1180, y: 95 },
+      position: { x: 1230, y: 95 },
       rows: [
         { title: 'Operation', value: 'Insert Row' },
         { title: 'Table', value: 'scores' },
diff --git a/apps/docs/components/workflow-preview/block-display-workflows.ts b/apps/docs/components/workflow-preview/block-display-workflows.ts
index 0685ef2c4b0..23e1a609d5a 100644
--- a/apps/docs/components/workflow-preview/block-display-workflows.ts
+++ b/apps/docs/components/workflow-preview/block-display-workflows.ts
@@ -9,8 +9,8 @@ import type { PreviewWorkflow } from '@/components/workflow-preview/workflow-dat
  * {@link WorkflowBlockView} (via `DocsBlockNode`), so the hero stays pixel-faithful
  * to the canvas. Authoring notes:
  *
- * - `rows` are the visible sub-block rows; use `'-'` for an empty/unset field (the
- *   canvas shows a dash), or a representative value where the field has a default.
+ * - `rows` retain configuration values for inspection. `sentence` describes the
+ *   canvas card with slots keyed to row titles; `noun` supplies an empty-state label.
  * - `branches` render one output handle per entry (Condition's if/else-if/else,
  *   Router's routes). The View regenerates handle topology, so the label doubles as
  *   the branch id.
@@ -28,6 +28,8 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'agent',
         name: 'Agent',
         type: 'agent',
+        typeLabel: 'Agent',
+        sentence: ['Prompt', { subBlockId: 'Model', noun: 'model' }],
         bgColor: '#33C482',
         position: { x: 0, y: 0 },
         rows: [
@@ -52,6 +54,13 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'api',
         name: 'API',
         type: 'api',
+        typeLabel: 'API',
+        sentence: [
+          'Send',
+          { subBlockId: 'Method', noun: 'method' },
+          'request to',
+          { subBlockId: 'URL', noun: 'URL' },
+        ],
         bgColor: '#2F55FF',
         position: { x: 0, y: 0 },
         rows: [
@@ -73,6 +82,7 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'condition',
         name: 'Condition',
         type: 'condition',
+        typeLabel: 'Condition',
         bgColor: '#FF752F',
         position: { x: 0, y: 0 },
         rows: [],
@@ -93,6 +103,8 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'credential',
         name: 'Credential',
         type: 'credential',
+        typeLabel: 'Credential',
+        sentence: ['Select an OAuth credential'],
         bgColor: '#6366F1',
         position: { x: 0, y: 0 },
         rows: [
@@ -111,6 +123,13 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'evaluator',
         name: 'Evaluator',
         type: 'evaluator',
+        typeLabel: 'Evaluator',
+        sentence: [
+          'Score',
+          { subBlockId: 'Content', noun: 'content' },
+          'against',
+          { subBlockId: 'Evaluation Metrics', noun: 'metrics' },
+        ],
         bgColor: '#4D5FFF',
         position: { x: 0, y: 0 },
         rows: [
@@ -130,6 +149,8 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'function',
         name: 'Function',
         type: 'function',
+        typeLabel: 'Function',
+        sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
         bgColor: '#FF402F',
         position: { x: 0, y: 0 },
         rows: [
@@ -148,6 +169,11 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'guardrails',
         name: 'Guardrails',
         type: 'guardrails',
+        typeLabel: 'Guardrails',
+        sentence: [
+          'Validate content using',
+          { subBlockId: 'Validation Type', noun: 'validation type' },
+        ],
         bgColor: '#3D642D',
         position: { x: 0, y: 0 },
         rows: [
@@ -166,6 +192,8 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'response',
         name: 'Response',
         type: 'response',
+        typeLabel: 'Response',
+        sentence: ['Return', { subBlockId: 'Response Structure', noun: 'response' }],
         bgColor: '#2F55FF',
         position: { x: 0, y: 0 },
         rows: [
@@ -186,6 +214,7 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'router',
         name: 'Router',
         type: 'router',
+        typeLabel: 'Router',
         bgColor: '#28C43F',
         position: { x: 0, y: 0 },
         rows: [
@@ -205,6 +234,8 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'variables',
         name: 'Variables',
         type: 'variables',
+        typeLabel: 'Variables',
+        sentence: ['Set', { subBlockId: 'Variable Assignments', noun: 'variables' }],
         bgColor: '#8B5CF6',
         position: { x: 0, y: 0 },
         rows: [{ title: 'Variable Assignments', value: '-' }],
@@ -220,6 +251,12 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'wait',
         name: 'Wait',
         type: 'wait',
+        typeLabel: 'Wait',
+        sentence: [
+          'Pause for',
+          { subBlockId: 'Wait Amount', noun: 'amount' },
+          { subBlockId: 'Unit' },
+        ],
         bgColor: '#F59E0B',
         position: { x: 0, y: 0 },
         rows: [
@@ -239,6 +276,13 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'webhook',
         name: 'Webhook',
         type: 'webhook',
+        typeLabel: 'Webhook',
+        sentence: [
+          'Post',
+          { subBlockId: 'Payload', noun: 'payload' },
+          'to',
+          { subBlockId: 'Webhook URL', noun: 'URL' },
+        ],
         bgColor: '#10B981',
         position: { x: 0, y: 0 },
         rows: [
@@ -259,6 +303,8 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'workflow',
         name: 'Workflow',
         type: 'workflow',
+        typeLabel: 'Workflow',
+        sentence: ['Run', { subBlockId: 'Select Workflow', noun: 'workflow' }],
         bgColor: '#6366F1',
         position: { x: 0, y: 0 },
         rows: [
@@ -277,6 +323,8 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'human_in_the_loop',
         name: 'Human in the Loop',
         type: 'human_in_the_loop',
+        typeLabel: 'Human',
+        sentence: ['Pause execution until a human responds'],
         bgColor: '#10B981',
         position: { x: 0, y: 0 },
         rows: [
@@ -296,6 +344,8 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'schedule',
         name: 'Schedule',
         type: 'schedule',
+        typeLabel: 'Schedule',
+        sentence: ['Run daily at', { subBlockId: 'Time', noun: 'time' }],
         bgColor: '#6366F1',
         position: { x: 0, y: 0 },
         hideTargetHandle: true,
@@ -316,6 +366,8 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'rss',
         name: 'RSS Feed',
         type: 'rss',
+        typeLabel: 'RSS Feed',
+        sentence: ['Run on new RSS feed items'],
         bgColor: '#F97316',
         position: { x: 0, y: 0 },
         hideTargetHandle: true,
@@ -332,6 +384,9 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'webhook_trigger',
         name: 'Webhook Trigger',
         type: 'webhook',
+        triggerMode: true,
+        typeLabel: 'Webhook',
+        sentence: ['Run on an incoming HTTP request'],
         bgColor: '#10B981',
         position: { x: 0, y: 0 },
         hideTargetHandle: true,
@@ -357,6 +412,13 @@ export const BLOCK_DISPLAY_WORKFLOWS: Record<string, PreviewWorkflow> = {
         id: 'table_v2',
         name: 'Table',
         type: 'table_v2',
+        typeLabel: 'Table',
+        sentence: [
+          'Run on',
+          { subBlockId: 'Event type', noun: 'event' },
+          'in',
+          { subBlockId: 'Table', noun: 'table' },
+        ],
         bgColor: '#10B981',
         position: { x: 0, y: 0 },
         hideTargetHandle: true,
diff --git a/apps/docs/components/workflow-preview/block-icons.tsx b/apps/docs/components/workflow-preview/block-icons.tsx
index aa2f297d619..d3e41289679 100644
--- a/apps/docs/components/workflow-preview/block-icons.tsx
+++ b/apps/docs/components/workflow-preview/block-icons.tsx
@@ -1,113 +1,18 @@
-import type { ComponentType, SVGProps } from 'react'
-import { Clock, Database, Repeat, Split, Table } from '@sim/emcn/icons'
-import {
-  ApiIcon,
-  ChartBarIcon,
-  CodeIcon,
-  ConditionalIcon,
-  ConnectIcon,
-  CredentialIcon,
-  HumanInTheLoopIcon,
-  ResponseIcon,
-  RssIcon,
-  ScheduleIcon,
-  ShieldCheckIcon,
-  VariableIcon,
-  WebhookIcon,
-  WorkflowIcon,
-} from '@/components/icons'
+import type { ComponentType } from 'react'
+import { Repeat, Split } from '@sim/emcn/icons'
 import { blockTypeToIconMap } from '@/components/ui/icon-mapping'
 
-/**
- * The two Sim-specific block glyphs we need, ported verbatim from
- * `apps/sim/components/icons.tsx` so the preview matches the real builder.
- * Other block types fall back to `@sim/emcn/icons` stand-ins for now.
- */
-export function StartIcon(props: SVGProps<SVGSVGElement>) {
-  return (
-    <svg
-      {...props}
-      width='26'
-      height='16'
-      viewBox='0 0 26 16'
-      fill='none'
-      xmlns='http://www.w3.org/2000/svg'
-    >
-      <path
-        d='M7.8 13C9.23 13 10.45 12.49 11.47 11.47C12.49 10.45 13 9.23 13 7.8C13 6.37 12.49 5.15 11.47 4.13C10.45 3.11 9.23 2.6 7.8 2.6C6.37 2.6 5.15 3.11 4.13 4.13C3.11 5.15 2.6 6.37 2.6 7.8C2.6 9.23 3.11 10.45 4.13 11.47C5.15 12.49 6.37 13 7.8 13ZM7.8 15.6C5.63 15.6 3.79 14.84 2.28 13.33C0.76 11.81 0 9.97 0 7.8C0 5.63 0.76 3.79 2.28 2.28C3.79 0.76 5.63 0 7.8 0C9.75 0 11.45 0.62 12.89 1.85C14.33 3.09 15.2 4.64 15.5 6.5H24.7C25.07 6.5 25.38 6.62 25.63 6.87C25.88 7.12 26 7.43 26 7.8C26 8.17 25.87 8.48 25.63 8.73C25.38 8.98 25.07 9.1 24.7 9.1H15.5C15.2 10.96 14.33 12.51 12.89 13.75C11.44 14.98 9.75 15.6 7.8 15.6Z'
-        fill='currentColor'
-      />
-    </svg>
-  )
+/** Maps legacy diagram names to the editor's canonical block types. */
+export function normalizeBlockType(type: string, triggerMode = false): string {
+  if (type === 'router') return 'router_v2'
+  if (type === 'knowledge_base') return 'knowledge'
+  if (type === 'webhook') return triggerMode ? 'generic_webhook' : 'webhook_request'
+  return type
 }
 
-export function AgentIcon(props: SVGProps<SVGSVGElement>) {
-  return (
-    <svg
-      {...props}
-      width='21'
-      height='24'
-      viewBox='0 0 21 24'
-      fill='none'
-      xmlns='http://www.w3.org/2000/svg'
-    >
-      <path
-        d='M15.67 9.25H4.67C2.64 9.25 1 10.89 1 12.92V18.42C1 20.44 2.64 22.08 4.67 22.08H15.67C17.69 22.08 19.33 20.44 19.33 18.42V12.92C19.33 10.89 17.69 9.25 15.67 9.25Z'
-        stroke='currentColor'
-        strokeWidth='2'
-        strokeLinecap='round'
-        strokeLinejoin='round'
-      />
-      <path
-        d='M10.17 5.58C11.18 5.58 12 4.76 12 3.75C12 2.74 11.18 1.92 10.17 1.92C9.15 1.92 8.33 2.74 8.33 3.75C8.33 4.76 9.15 5.58 10.17 5.58Z'
-        stroke='currentColor'
-        strokeWidth='2'
-        strokeLinecap='round'
-        strokeLinejoin='round'
-      />
-      <path
-        d='M10.17 5.59V9.25M7.42 16.59V14.75M12.92 14.75V16.59'
-        stroke='currentColor'
-        strokeWidth='2'
-        strokeLinecap='round'
-        strokeLinejoin='round'
-      />
-    </svg>
-  )
-}
-
-/** Block type → glyph. Brand glyphs from the app for core blocks; `@sim/emcn/icons` stand-ins for the rest. */
-export const BLOCK_ICONS: Record<string, React.ComponentType<{ className?: string }>> = {
-  starter: StartIcon,
-  start_trigger: StartIcon,
-  agent: AgentIcon,
-  api: ApiIcon,
-  condition: ConditionalIcon,
-  credential: CredentialIcon,
-  evaluator: ChartBarIcon,
-  function: CodeIcon,
-  guardrails: ShieldCheckIcon,
-  human_in_the_loop: HumanInTheLoopIcon,
-  response: ResponseIcon,
-  router: ConnectIcon,
-  variables: VariableIcon,
-  wait: Clock,
-  webhook: WebhookIcon,
-  workflow: WorkflowIcon,
-  schedule: ScheduleIcon,
-  rss: RssIcon,
-  loop: Repeat,
-  parallel: Split,
-  knowledge_base: Database,
-  knowledge: Database,
-  table: Table,
-}
-
-/**
- * Resolves a block (or tool) type to its glyph: the core-block map first, then
- * the integration icon map so diagrams can render tool chips too. Returns
- * `null` when no glyph is registered.
- */
+/** Registry-generated glyphs, plus the two containers that have no block config. */
 export function resolveIcon(type: string): ComponentType<{ className?: string }> | null {
-  return BLOCK_ICONS[type] ?? blockTypeToIconMap[type] ?? null
+  if (type === 'loop') return Repeat
+  if (type === 'parallel') return Split
+  return blockTypeToIconMap[normalizeBlockType(type)] ?? null
 }
diff --git a/apps/docs/components/workflow-preview/block-inspector.tsx b/apps/docs/components/workflow-preview/block-inspector.tsx
index f31d81ab240..0fac7ef3bf4 100644
--- a/apps/docs/components/workflow-preview/block-inspector.tsx
+++ b/apps/docs/components/workflow-preview/block-inspector.tsx
@@ -1,8 +1,6 @@
 'use client'
 
 import {
-  ChipSelect,
-  ChipSwitch,
   ChipTag,
   chipFieldSurfaceClass,
   chipFieldTextClass,
@@ -10,9 +8,8 @@ import {
   FieldDivider,
   Label,
 } from '@sim/emcn'
-import { BookOpen, Pencil } from '@sim/emcn/icons'
-import { resolveIcon } from '@/components/workflow-preview/block-icons'
-import { formatReferences } from '@/components/workflow-preview/format-references'
+import { formatDisplayText } from '@sim/workflow-renderer/formatted-text'
+import { DocsBlockTile } from '@/components/workflow-preview/docs-block-tile'
 
 type FieldKind = 'select' | 'input' | 'textarea' | 'code' | 'slider' | 'toggle'
 
@@ -40,50 +37,28 @@ interface BlockInspectorProps {
   /** Block type, for the header icon. */
   type?: string
   color?: string
+  isIntegration?: boolean
+  triggerMode?: boolean
   fields: InspectorField[]
   tools?: InspectorTool[]
   /** Render as a borderless panel filling its parent (the lightbox sidebar). */
   embedded?: boolean
 }
 
-const NOOP = () => {}
-
-/**
- * Read-only facsimile of one configuration field, composed from emcn chip
- * chrome: `select`→{@link ChipSelect}, `toggle`→{@link ChipSwitch}; text fields
- * (`input`/`textarea`/`code`) render the value with `<...>`/`{{...}}` references
- * highlighted via {@link formatReferences} in the canonical chip field surface.
- * `slider` has no chip equivalent and stays a minimal app-token bar.
- */
+/** Displays a configuration value using the shared chip field surface. */
 function FieldControl({ field }: { field: InspectorField }) {
   const kind = field.kind ?? 'input'
   const value = field.value ?? ''
   const placeholder = field.placeholder ?? '—'
 
-  if (kind === 'select') {
-    return (
-      <ChipSelect
-        fullWidth
-        value={value || undefined}
-        onChange={NOOP}
-        placeholder={placeholder}
-        options={value ? [{ value, label: value }] : []}
-      />
-    )
-  }
-
-  if (kind === 'toggle') {
-    const on = field.value === 'on'
+  if (kind === 'select' || kind === 'toggle') {
+    const content = kind === 'toggle' ? (value === 'on' ? 'On' : 'Off') : value || placeholder
     return (
-      <ChipSwitch
-        value={on ? 'on' : 'off'}
-        onChange={NOOP}
-        aria-label={field.label}
-        options={[
-          { value: 'on', label: 'On' },
-          { value: 'off', label: 'Off' },
-        ]}
-      />
+      <div className={cn(chipFieldSurfaceClass, 'flex min-h-[30px] items-center px-2 py-1')}>
+        <span className={chipFieldTextClass}>
+          {formatDisplayText(content, { highlightAll: true })}
+        </span>
+      </div>
     )
   }
 
@@ -106,10 +81,8 @@ function FieldControl({ field }: { field: InspectorField }) {
     )
   }
 
-  // input / textarea / code: read-only value with `<...>` block references and
-  // `{{...}}` environment variables highlighted, in the canonical chip chrome.
   const content = value ? (
-    formatReferences(value)
+    formatDisplayText(value, { highlightAll: true })
   ) : (
     <span className='text-[var(--text-muted)]'>{placeholder}</span>
   )
@@ -155,35 +128,32 @@ export function BlockInspector({
   name,
   type = 'agent',
   color = '#33C482',
+  isIntegration,
+  triggerMode,
   fields,
   tools,
   embedded = false,
 }: BlockInspectorProps) {
-  const Icon = resolveIcon(type)
   const hasTools = Boolean(tools && tools.length > 0)
 
   return (
     <div
       className={cn(
-        'bg-[var(--surface-1)]',
+        'bg-[var(--surface-1)] [--brand-secondary:#0067a3] dark:[--brand-secondary:#33b4ff]',
         embedded
-          ? 'flex h-full w-full flex-col overflow-y-auto'
+          ? 'flex min-h-0 w-full flex-1 flex-col overflow-y-auto'
           : 'not-prose my-6 w-full max-w-[380px] overflow-hidden rounded-xl border border-[var(--border)]'
       )}
     >
       <div className='flex items-center justify-between border-[var(--border)] border-b bg-[var(--surface-4)] px-3 py-1.5'>
         <div className='flex min-w-0 flex-1 items-center gap-2'>
-          <div
-            className='flex size-[18px] flex-shrink-0 items-center justify-center rounded-sm'
-            style={{ background: color }}
-          >
-            {Icon && <Icon className='size-[12px] text-white' />}
-          </div>
-          <span className='truncate font-medium text-[var(--text-primary)] text-sm'>{name}</span>
-        </div>
-        <div className='flex shrink-0 items-center gap-2 text-[var(--text-secondary)]'>
-          <Pencil className='size-[14px]' />
-          <BookOpen className='size-[14px]' />
+          <DocsBlockTile
+            type={type}
+            color={color}
+            isIntegration={isIntegration}
+            triggerMode={triggerMode}
+          />
+          <span className='truncate text-[var(--text-primary)] text-sm'>{name}</span>
         </div>
       </div>
 
@@ -202,15 +172,14 @@ export function BlockInspector({
               <Label className='pl-0.5'>Tools</Label>
               <div className='flex flex-wrap gap-[6px]'>
                 {tools?.map((tool) => {
-                  const TIcon = resolveIcon(tool.type)
                   return (
                     <ChipTag key={tool.type} variant='gray'>
-                      <span
-                        className='flex size-[14px] flex-shrink-0 items-center justify-center rounded-[4px]'
-                        style={{ background: tool.bgColor }}
-                      >
-                        {TIcon && <TIcon className='size-[9px] text-white' />}
-                      </span>
+                      <DocsBlockTile
+                        type={tool.type}
+                        color={tool.bgColor}
+                        isIntegration
+                        size='md'
+                      />
                       {tool.name}
                     </ChipTag>
                   )
diff --git a/apps/docs/components/workflow-preview/block-preview.tsx b/apps/docs/components/workflow-preview/block-preview.tsx
index 34ce64ff364..af21f3661e0 100644
--- a/apps/docs/components/workflow-preview/block-preview.tsx
+++ b/apps/docs/components/workflow-preview/block-preview.tsx
@@ -7,7 +7,6 @@ import { domAnimation, LazyMotion } from 'framer-motion'
 import '@xyflow/react/dist/style.css'
 import { BLOCK_DISPLAY_WORKFLOWS } from '@/components/workflow-preview/block-display-workflows'
 import { DocsBlockNode } from '@/components/workflow-preview/docs-block-node'
-import { FitViewAfterInit } from '@/components/workflow-preview/fit-view-after-init'
 import { toReactFlowElements } from '@/components/workflow-preview/workflow-data'
 
 /** The hero mounts the same node type the canvas uses, so it can never drift. */
@@ -38,10 +37,7 @@ export function BlockPreview({ type }: BlockPreviewProps) {
   if (!workflow || !elements) return null
 
   return (
-    <div
-      className='not-prose my-6 overflow-hidden rounded-xl border border-[var(--border)] bg-[var(--bg)]'
-      style={{ height: 400 }}
-    >
+    <div className='not-prose my-6 h-[280px] overflow-hidden rounded-xl border border-[var(--border)] bg-[var(--bg)]'>
       <LazyMotion features={domAnimation}>
         <ReactFlowProvider>
           <ReactFlow
@@ -51,10 +47,15 @@ export function BlockPreview({ type }: BlockPreviewProps) {
             edges={elements.edges}
             nodeTypes={NODE_TYPES}
             proOptions={PRO_OPTIONS}
+            fitView
+            fitViewOptions={FIT_VIEW_OPTIONS}
             minZoom={0.2}
             maxZoom={1.3}
             nodesDraggable={false}
             nodesConnectable={false}
+            nodesFocusable={false}
+            edgesFocusable={false}
+            disableKeyboardA11y
             elementsSelectable={false}
             zoomOnScroll={false}
             zoomOnDoubleClick={false}
@@ -62,9 +63,8 @@ export function BlockPreview({ type }: BlockPreviewProps) {
             panOnDrag={false}
             panOnScroll={false}
             preventScrolling={false}
-            className='h-full w-full [--xy-background-color:var(--bg)]'
+            className='h-full w-full [--text-muted:var(--text-secondary)]! [--xy-background-color:var(--bg)]'
           />
-          <FitViewAfterInit options={FIT_VIEW_OPTIONS} />
         </ReactFlowProvider>
       </LazyMotion>
     </div>
diff --git a/apps/docs/components/workflow-preview/docs-block-node.tsx b/apps/docs/components/workflow-preview/docs-block-node.tsx
index 70ea69da784..fa7b907902a 100644
--- a/apps/docs/components/workflow-preview/docs-block-node.tsx
+++ b/apps/docs/components/workflow-preview/docs-block-node.tsx
@@ -1,12 +1,20 @@
 'use client'
 
-import { type ComponentType, memo } from 'react'
-import { SubBlockRowView, WorkflowBlockView } from '@sim/workflow-renderer'
+import { type ComponentType, memo, useContext } from 'react'
+import { cn } from '@sim/emcn'
+import {
+  type CanvasSentenceSegment,
+  CanvasSentenceView,
+  SubBlockRowView,
+  WorkflowBlockView,
+} from '@sim/workflow-renderer'
 import type { Node, NodeProps } from '@xyflow/react'
 import { m } from 'framer-motion'
-import { resolveIcon } from '@/components/workflow-preview/block-icons'
+import { normalizeBlockType, resolveIcon } from '@/components/workflow-preview/block-icons'
+import { PreviewSelectionContext } from '@/components/workflow-preview/preview-selection-context'
 import {
   BLOCK_STAGGER,
+  DIMMED_PREVIEW_CLASS,
   EASE_OUT,
   type PreviewTool,
 } from '@/components/workflow-preview/workflow-data'
@@ -14,13 +22,18 @@ import {
 /** Renders the colored square with no glyph when a block type has no registered icon. */
 const EMPTY_ICON: ComponentType<{ className?: string }> = () => null
 
-const RING_STYLES = 'ring-[1.75px] ring-[var(--brand-secondary)]'
+const RING_STYLES = 'ring-[1.5px] ring-[var(--text-secondary)]'
 
 export interface DocsBlockData extends Record<string, unknown> {
   name: string
   blockType: string
   bgColor: string
   rows: Array<{ title: string; value: string }>
+  sentence?: readonly CanvasSentenceSegment[]
+  typeLabel?: string
+  isIntegration?: boolean
+  triggerMode?: boolean
+  hasErrorConnection?: boolean
   branches?: Array<{ id: string; label: string; value?: string }>
   tools?: PreviewTool[]
   hideTargetHandle?: boolean
@@ -34,9 +47,9 @@ export type DocsBlockNodeType = Node<DocsBlockData, 'previewBlock'>
 
 /**
  * Docs adapter for workflow block nodes: maps the static preview data to the
- * shared {@link WorkflowBlockView}'s props. Carries no stores, hooks, or
+ * shared {@link WorkflowBlockView}'s props. Carries no stores or
  * queries — it only reshapes data into View props and wraps the result in the
- * dim/stagger motion used by the rest of the diagram (the parent
+ * stagger motion used by the rest of the diagram (the parent
  * `WorkflowPreview` provides the `LazyMotion` feature set). The block's ring is
  * driven by `hasRing`/`ringStyles` inside the View.
  */
@@ -44,6 +57,7 @@ export const DocsBlockNode = memo(function DocsBlockNode({
   id,
   data,
 }: NodeProps<DocsBlockNodeType>) {
+  const selectBlock = useContext(PreviewSelectionContext)
   const {
     name,
     blockType,
@@ -59,9 +73,9 @@ export const DocsBlockNode = memo(function DocsBlockNode({
   } = data
 
   /** The View gates router handle topology on `type === 'router_v2'`. */
-  const type = blockType === 'router' ? 'router_v2' : blockType
+  const type = normalizeBlockType(blockType, data.triggerMode)
 
-  const Icon = resolveIcon(blockType) ?? EMPTY_ICON
+  const Icon = resolveIcon(type) ?? EMPTY_ICON
   const delay = animate ? index * BLOCK_STAGGER : 0
 
   const hasBranches = Boolean(branches && branches.length > 0)
@@ -70,7 +84,11 @@ export const DocsBlockNode = memo(function DocsBlockNode({
   /** The View renders the default target/source/error handles (and the error row) for non-trigger blocks; mirror that gate. */
   const shouldShowDefaultHandles = !hideTargetHandle
   const hasContentBelowHeader =
-    dataRows.length > 0 || hasBranches || hasTools || shouldShowDefaultHandles
+    Boolean(data.sentence) ||
+    dataRows.length > 0 ||
+    hasBranches ||
+    hasTools ||
+    shouldShowDefaultHandles
 
   /**
    * Strip the app's `condition-`/`router-` handle prefixes — the View
@@ -119,10 +137,9 @@ export const DocsBlockNode = memo(function DocsBlockNode({
 
   return (
     <m.div
-      className='relative transition-opacity duration-300'
-      style={{ opacity: isDimmed ? 0.35 : 1 }}
+      className={cn('relative transition-opacity duration-300', isDimmed && DIMMED_PREVIEW_CLASS)}
       initial={animate ? { opacity: 0 } : false}
-      animate={{ opacity: isDimmed ? 0.35 : 1 }}
+      animate={{ opacity: 1 }}
       transition={{ duration: 0.45, delay, ease: EASE_OUT }}
     >
       <WorkflowBlockView
@@ -135,6 +152,8 @@ export const DocsBlockNode = memo(function DocsBlockNode({
         ringStyles={RING_STYLES}
         Icon={Icon}
         iconBgColor={bgColor}
+        typeLabel={data.typeLabel}
+        isIntegration={data.isIntegration}
         horizontalHandles
         shouldShowDefaultHandles={shouldShowDefaultHandles}
         hasContentBelowHeader={hasContentBelowHeader}
@@ -142,7 +161,24 @@ export const DocsBlockNode = memo(function DocsBlockNode({
         routerRows={routerRows}
         routerContextValue={routerContextValue}
         wouldCreateConnectionCycle={() => false}
-        onSelect={() => {}}
+        cursorConnectionsEnabled={false}
+        hasErrorConnection={data.hasErrorConnection}
+        errorOutputEnabled={data.hasErrorConnection}
+        onSelect={selectBlock ? () => selectBlock(id) : undefined}
+        sentence={
+          data.sentence && (
+            <CanvasSentenceView
+              segments={data.sentence}
+              renderChip={(title) => {
+                const value =
+                  dataRows.find((row) => row.title === title)?.value ??
+                  (title === 'Tools' ? tools?.map((tool) => tool.name).join(', ') : undefined)
+                if (!value || value === '-') return null
+                return <SubBlockRowView title={title} displayValue={value} variant='inline-value' />
+              }}
+            />
+          )
+        }
         rows={rows}
       />
     </m.div>
diff --git a/apps/docs/components/workflow-preview/docs-block-tile.test.tsx b/apps/docs/components/workflow-preview/docs-block-tile.test.tsx
new file mode 100644
index 00000000000..b2d1a40b6fe
--- /dev/null
+++ b/apps/docs/components/workflow-preview/docs-block-tile.test.tsx
@@ -0,0 +1,42 @@
+/** @vitest-environment node */
+import { CirclePause, Clock, Webhook } from '@sim/emcn/icons'
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it } from 'vitest'
+import { normalizeBlockType, resolveIcon } from '@/components/workflow-preview/block-icons'
+import { BlockInspector } from '@/components/workflow-preview/block-inspector'
+import { DocsBlockTile } from '@/components/workflow-preview/docs-block-tile'
+
+describe('docs editor presentation', () => {
+  it('uses generated registry glyphs for Wait, Schedule, and incoming webhooks', () => {
+    expect(resolveIcon('wait')).toBe(CirclePause)
+    expect(resolveIcon('schedule')).toBe(Clock)
+    expect(resolveIcon(normalizeBlockType('webhook', true))).toBe(Webhook)
+    expect(resolveIcon('webhook')).not.toBe(Webhook)
+  })
+
+  it('applies the editor role tile to core blocks and provider contrast to integrations', () => {
+    const core = renderToStaticMarkup(<DocsBlockTile type='agent' color='#33C482' />)
+    expect(core).toContain('data-workflow-type-icon="agent"')
+    const provider = renderToStaticMarkup(<DocsBlockTile type='notion' color='#FFFFFF' />)
+    expect(provider).toContain('text-black!')
+    expect(provider).not.toContain('data-workflow-type-icon')
+  })
+
+  it('shares editor reference formatting in text and selector fields without adding edit controls', () => {
+    const html = renderToStaticMarkup(
+      <BlockInspector
+        name='Reply'
+        type='agent'
+        fields={[
+          { label: 'Messages', kind: 'textarea', value: 'Reply to <start.input>' },
+          { label: 'Workflow', kind: 'select', value: '<variable.workflow>' },
+        ]}
+      />
+    )
+    expect(html).toContain('text-[var(--brand-secondary)]')
+    expect(html).toContain('&lt;start.input&gt;')
+    expect(html).toContain('&lt;variable.workflow&gt;')
+    expect(html).not.toContain('<input')
+    expect(html).not.toContain('<button')
+  })
+})
diff --git a/apps/docs/components/workflow-preview/docs-block-tile.tsx b/apps/docs/components/workflow-preview/docs-block-tile.tsx
new file mode 100644
index 00000000000..ef3a371b53d
--- /dev/null
+++ b/apps/docs/components/workflow-preview/docs-block-tile.tsx
@@ -0,0 +1,35 @@
+import { BlockTileView, type BlockTileViewProps } from '@sim/workflow-renderer'
+import { coreBlockTypes } from '@/components/ui/icon-mapping'
+import { normalizeBlockType, resolveIcon } from '@/components/workflow-preview/block-icons'
+
+interface DocsBlockTileProps {
+  type: string
+  color?: string
+  isIntegration?: boolean
+  triggerMode?: boolean
+  size?: BlockTileViewProps['size']
+}
+
+/** Resolves authored diagram metadata for the editor's shared tile view. */
+export function DocsBlockTile({
+  type,
+  color,
+  isIntegration,
+  triggerMode,
+  size = 'lg',
+}: DocsBlockTileProps) {
+  const blockType = normalizeBlockType(type, triggerMode)
+  const useAccent =
+    isIntegration === undefined
+      ? coreBlockTypes.has(blockType) || blockType === 'loop' || blockType === 'parallel'
+      : !isIntegration
+  return (
+    <BlockTileView
+      blockType={blockType}
+      icon={resolveIcon(blockType) ?? undefined}
+      bgColor={color}
+      useAccent={useAccent}
+      size={size}
+    />
+  )
+}
diff --git a/apps/docs/components/workflow-preview/docs-container-node.tsx b/apps/docs/components/workflow-preview/docs-container-node.tsx
index 1619b099ca8..20fbb118870 100644
--- a/apps/docs/components/workflow-preview/docs-container-node.tsx
+++ b/apps/docs/components/workflow-preview/docs-container-node.tsx
@@ -1,27 +1,33 @@
 'use client'
 
-import { memo } from 'react'
+import { memo, useContext } from 'react'
+import { cn } from '@sim/emcn'
 import { type SubflowNodeData, SubflowNodeView } from '@sim/workflow-renderer'
 import type { Node, NodeProps } from '@xyflow/react'
+import { PreviewSelectionContext } from '@/components/workflow-preview/preview-selection-context'
+import { DIMMED_PREVIEW_CLASS } from '@/components/workflow-preview/workflow-data'
 
 export interface DocsContainerData extends Record<string, unknown> {
   name: string
   blockType: string
   size?: { width: number; height: number }
   parentId?: string
+  isHighlighted?: boolean
+  isDimmed?: boolean
 }
 
 export type DocsContainerNodeType = Node<DocsContainerData, 'previewContainer'>
 
 /**
  * Docs adapter for loop/parallel container blocks: maps the static preview data
- * to {@link SubflowNodeView}'s read-only `isPreview` shape. Carries no stores,
- * hooks, or queries — it only reshapes data into View props.
+ * to {@link SubflowNodeView}'s read-only `isPreview` shape. Carries no stores
+ * or queries — it only reshapes data into View props.
  */
 export const DocsContainerNode = memo(function DocsContainerNode({
   id,
   data,
 }: NodeProps<DocsContainerNodeType>) {
+  const selectBlock = useContext(PreviewSelectionContext)
   const subflowData: SubflowNodeData = {
     kind: data.blockType === 'parallel' ? 'parallel' : 'loop',
     name: data.name,
@@ -29,18 +35,21 @@ export const DocsContainerNode = memo(function DocsContainerNode({
     height: data.size?.height,
     parentId: data.parentId,
     isPreview: true,
+    isPreviewSelected: data.isHighlighted,
   }
 
   return (
-    <SubflowNodeView
-      id={id}
-      data={subflowData}
-      isEnabled
-      isLocked={false}
-      isFocused={false}
-      nestingLevel={0}
-      canEditWorkflow={false}
-      onSelect={() => {}}
-    />
+    <div className={cn('h-full w-full', data.isDimmed && DIMMED_PREVIEW_CLASS)}>
+      <SubflowNodeView
+        id={id}
+        data={subflowData}
+        isEnabled
+        isLocked={false}
+        isFocused={false}
+        nestingLevel={0}
+        canEditWorkflow={false}
+        onSelect={() => selectBlock?.(id)}
+      />
+    </div>
   )
 })
diff --git a/apps/docs/components/workflow-preview/examples.ts b/apps/docs/components/workflow-preview/examples.ts
index dcf10ca36d1..779b470acb7 100644
--- a/apps/docs/components/workflow-preview/examples.ts
+++ b/apps/docs/components/workflow-preview/examples.ts
@@ -13,6 +13,8 @@ export const CLASSIFY_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -22,6 +24,13 @@ export const CLASSIFY_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Agent',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 340, y: 0 },
       rows: [
@@ -46,6 +55,8 @@ export const CLASSIFY_REPLY_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -55,6 +66,13 @@ export const CLASSIFY_REPLY_WORKFLOW: PreviewWorkflow = {
       id: 'classify',
       name: 'Classify',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 330, y: 0 },
       rows: [
@@ -66,6 +84,13 @@ export const CLASSIFY_REPLY_WORKFLOW: PreviewWorkflow = {
       id: 'reply',
       name: 'Reply',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 660, y: 0 },
       rows: [
@@ -92,6 +117,8 @@ export const SUPPORT_KB_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -101,6 +128,13 @@ export const SUPPORT_KB_WORKFLOW: PreviewWorkflow = {
       id: 'knowledge',
       name: 'Knowledge',
       type: 'knowledge',
+      typeLabel: 'Knowledge',
+      sentence: [
+        'Search',
+        { subBlockId: 'Knowledge Base', noun: 'knowledge base' },
+        'for',
+        { subBlockId: 'Query', noun: 'query' },
+      ],
       bgColor: '#00B0B0',
       position: { x: 330, y: 0 },
       rows: [
@@ -112,6 +146,13 @@ export const SUPPORT_KB_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Agent',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 660, y: 0 },
       rows: [
@@ -140,39 +181,80 @@ export const TABLE_ENRICH_WORKFLOW: PreviewWorkflow = {
       id: 'table1',
       name: 'Table 1',
       type: 'table_v2',
+      typeLabel: 'Table',
+      sentence: [
+        'Query rows from',
+        { subBlockId: 'Table', noun: 'table' },
+        ', where',
+        { subBlockId: 'Filter' },
+      ],
       bgColor: '#10B981',
-      position: { x: 0, y: 0 },
-      hideTargetHandle: true,
+      position: { x: 0, y: 100 },
       rows: [
         { title: 'Operation', value: 'Query Rows' },
         { title: 'Filter', value: 'status = unprocessed' },
       ],
     },
+    {
+      id: 'loop',
+      name: 'Loop',
+      type: 'loop',
+      typeLabel: 'Loop',
+      bgColor: '#FAFAF9',
+      position: { x: 340, y: 0 },
+      size: { width: 700, height: 320 },
+      rows: [
+        { title: 'Loop Type', value: 'For Each' },
+        { title: 'Items', value: '<table1.rows>' },
+      ],
+    },
     {
       id: 'classify',
       name: 'Classify',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
-      position: { x: 330, y: 0 },
+      position: { x: 70, y: 85 },
+      parentId: 'loop',
       rows: [
-        { title: 'Model', value: 'claude-sonnet-4-6' },
-        { title: 'Messages', value: 'Classify each lead' },
+        { title: 'Messages', value: 'Classify <loop.currentItem>' },
+        { title: 'Response Format', value: '{ "category": "string", "score": "number" }' },
       ],
     },
     {
       id: 'table2',
       name: 'Table 2',
       type: 'table_v2',
+      typeLabel: 'Table',
+      sentence: [
+        'Update row',
+        { subBlockId: 'Row ID', noun: 'row' },
+        'in',
+        { subBlockId: 'Table', noun: 'table' },
+      ],
       bgColor: '#10B981',
-      position: { x: 660, y: 0 },
+      position: { x: 390, y: 85 },
+      parentId: 'loop',
       rows: [
-        { title: 'Operation', value: 'Update Rows' },
-        { title: 'Set', value: 'status = qualified' },
+        { title: 'Operation', value: 'Update Row by ID' },
+        { title: 'Row ID', value: '<loop.currentItem.id>' },
+        {
+          title: 'Row Data',
+          value:
+            '{ "category": <classify.category>, "score": <classify.score>, "status": "processed" }',
+        },
       ],
     },
   ],
   edges: [
-    { id: 'table1-classify', source: 'table1', target: 'classify' },
+    { id: 'table1-loop', source: 'table1', target: 'loop' },
+    { id: 'loop-classify', source: 'loop', target: 'classify', sourceHandle: 'loop-start-source' },
     { id: 'classify-table2', source: 'classify', target: 'table2' },
   ],
 }
@@ -189,6 +271,8 @@ export const API_FETCH_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -198,6 +282,13 @@ export const API_FETCH_WORKFLOW: PreviewWorkflow = {
       id: 'api',
       name: 'API',
       type: 'api',
+      typeLabel: 'API',
+      sentence: [
+        'Send',
+        { subBlockId: 'Method', noun: 'method' },
+        'request to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 330, y: 0 },
       rows: [
@@ -209,6 +300,13 @@ export const API_FETCH_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Agent',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 660, y: 0 },
       rows: [
@@ -235,6 +333,8 @@ export const CONDITION_ROUTE_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 60 },
       hideTargetHandle: true,
@@ -244,6 +344,7 @@ export const CONDITION_ROUTE_WORKFLOW: PreviewWorkflow = {
       id: 'condition',
       name: 'Condition',
       type: 'condition',
+      typeLabel: 'Condition',
       bgColor: '#FF752F',
       position: { x: 330, y: 60 },
       rows: [],
@@ -256,6 +357,13 @@ export const CONDITION_ROUTE_WORKFLOW: PreviewWorkflow = {
       id: 'escalate',
       name: 'Escalate',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 700, y: 0 },
       rows: [{ title: 'Messages', value: 'Escalate this ticket' }],
@@ -264,6 +372,13 @@ export const CONDITION_ROUTE_WORKFLOW: PreviewWorkflow = {
       id: 'reply',
       name: 'Reply',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 700, y: 140 },
       rows: [{ title: 'Messages', value: 'Draft a standard reply' }],
@@ -290,15 +405,22 @@ export const CONDITION_MODERATE_WORKFLOW: PreviewWorkflow = {
       id: 'moderate',
       name: 'Moderate',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 0, y: 60 },
-      hideTargetHandle: true,
       rows: [{ title: 'Messages', value: 'Score toxicity of <start.input>' }],
     },
     {
       id: 'condition',
       name: 'Condition',
       type: 'condition',
+      typeLabel: 'Condition',
       bgColor: '#FF752F',
       position: { x: 330, y: 60 },
       rows: [],
@@ -311,6 +433,8 @@ export const CONDITION_MODERATE_WORKFLOW: PreviewWorkflow = {
       id: 'block',
       name: 'Block',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 700, y: 0 },
       rows: [{ title: 'Code', value: "throw 'blocked'" }],
@@ -319,6 +443,13 @@ export const CONDITION_MODERATE_WORKFLOW: PreviewWorkflow = {
       id: 'publish',
       name: 'Publish',
       type: 'api',
+      typeLabel: 'API',
+      sentence: [
+        'Send',
+        { subBlockId: 'Method', noun: 'method' },
+        'request to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 700, y: 140 },
       rows: [{ title: 'Method', value: 'POST' }],
@@ -345,15 +476,17 @@ export const CONDITION_ONBOARD_WORKFLOW: PreviewWorkflow = {
       id: 'plan',
       name: 'Plan',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 0, y: 60 },
-      hideTargetHandle: true,
       rows: [{ title: 'Code', value: 'return <start.account>' }],
     },
     {
       id: 'condition',
       name: 'Condition',
       type: 'condition',
+      typeLabel: 'Condition',
       bgColor: '#FF752F',
       position: { x: 330, y: 60 },
       rows: [],
@@ -366,6 +499,13 @@ export const CONDITION_ONBOARD_WORKFLOW: PreviewWorkflow = {
       id: 'guided',
       name: 'Guided setup',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 700, y: 0 },
       rows: [{ title: 'Messages', value: 'Walk through SSO and SCIM' }],
@@ -374,6 +514,13 @@ export const CONDITION_ONBOARD_WORKFLOW: PreviewWorkflow = {
       id: 'quickstart',
       name: 'Quick start',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 700, y: 140 },
       rows: [{ title: 'Messages', value: 'Send the 2-minute setup' }],
@@ -400,6 +547,8 @@ export const FUNCTION_RESHAPE_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -409,6 +558,13 @@ export const FUNCTION_RESHAPE_WORKFLOW: PreviewWorkflow = {
       id: 'api',
       name: 'API',
       type: 'api',
+      typeLabel: 'API',
+      sentence: [
+        'Send',
+        { subBlockId: 'Method', noun: 'method' },
+        'request to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 320, y: 0 },
       rows: [
@@ -420,6 +576,8 @@ export const FUNCTION_RESHAPE_WORKFLOW: PreviewWorkflow = {
       id: 'extract',
       name: 'Extract',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 640, y: 0 },
       rows: [
@@ -443,6 +601,8 @@ export const FUNCTION_VALIDATE_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -452,6 +612,8 @@ export const FUNCTION_VALIDATE_WORKFLOW: PreviewWorkflow = {
       id: 'clean',
       name: 'Clean',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 320, y: 0 },
       rows: [
@@ -463,6 +625,15 @@ export const FUNCTION_VALIDATE_WORKFLOW: PreviewWorkflow = {
       id: 'save',
       name: 'Save',
       type: 'api',
+      typeLabel: 'API',
+      sentence: [
+        'Send',
+        { subBlockId: 'Method', noun: 'method' },
+        'request to',
+        { subBlockId: 'URL', noun: 'URL' },
+        ', with body',
+        { subBlockId: 'Body' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 640, y: 0 },
       rows: [
@@ -486,6 +657,8 @@ export const ROUTER_TRIAGE_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 95 },
       hideTargetHandle: true,
@@ -495,6 +668,7 @@ export const ROUTER_TRIAGE_WORKFLOW: PreviewWorkflow = {
       id: 'router',
       name: 'Router',
       type: 'router',
+      typeLabel: 'Router',
       bgColor: '#28C43F',
       position: { x: 320, y: 95 },
       rows: [
@@ -511,6 +685,13 @@ export const ROUTER_TRIAGE_WORKFLOW: PreviewWorkflow = {
       id: 'sales',
       name: 'Sales',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 700, y: 0 },
       rows: [{ title: 'Messages', value: 'Answer the pricing question' }],
@@ -519,6 +700,13 @@ export const ROUTER_TRIAGE_WORKFLOW: PreviewWorkflow = {
       id: 'support',
       name: 'Support',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 700, y: 140 },
       rows: [{ title: 'Messages', value: 'Help with the issue' }],
@@ -527,6 +715,13 @@ export const ROUTER_TRIAGE_WORKFLOW: PreviewWorkflow = {
       id: 'billing',
       name: 'Billing',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 700, y: 280 },
       rows: [{ title: 'Messages', value: 'Resolve the billing question' }],
@@ -549,6 +744,8 @@ export const RESPONSE_API_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -558,6 +755,13 @@ export const RESPONSE_API_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Agent',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 320, y: 0 },
       rows: [{ title: 'Messages', value: 'Answer <start.input>' }],
@@ -566,6 +770,13 @@ export const RESPONSE_API_WORKFLOW: PreviewWorkflow = {
       id: 'response',
       name: 'Response',
       type: 'response',
+      typeLabel: 'Response',
+      sentence: [
+        'Return',
+        { subBlockId: 'Data', noun: 'response' },
+        'with status',
+        { subBlockId: 'Status' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 640, y: 0 },
       rows: [
@@ -589,6 +800,8 @@ export const ROUTER_CLASSIFY_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 50 },
       hideTargetHandle: true,
@@ -598,6 +811,7 @@ export const ROUTER_CLASSIFY_WORKFLOW: PreviewWorkflow = {
       id: 'router',
       name: 'Router',
       type: 'router',
+      typeLabel: 'Router',
       bgColor: '#28C43F',
       position: { x: 320, y: 50 },
       rows: [{ title: 'Context', value: '<start.input>' }],
@@ -610,6 +824,8 @@ export const ROUTER_CLASSIFY_WORKFLOW: PreviewWorkflow = {
       id: 'product',
       name: 'Product',
       type: 'workflow',
+      typeLabel: 'Workflow',
+      sentence: ['Run', { subBlockId: 'Workflow', noun: 'workflow' }],
       bgColor: '#6366F1',
       position: { x: 700, y: 0 },
       rows: [{ title: 'Workflow', value: 'product-intake' }],
@@ -618,6 +834,8 @@ export const ROUTER_CLASSIFY_WORKFLOW: PreviewWorkflow = {
       id: 'bug',
       name: 'Bug report',
       type: 'workflow',
+      typeLabel: 'Workflow',
+      sentence: ['Run', { subBlockId: 'Workflow', noun: 'workflow' }],
       bgColor: '#6366F1',
       position: { x: 700, y: 140 },
       rows: [{ title: 'Workflow', value: 'bug-triage' }],
@@ -639,6 +857,8 @@ export const ROUTER_LEAD_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 50 },
       hideTargetHandle: true,
@@ -648,6 +868,7 @@ export const ROUTER_LEAD_WORKFLOW: PreviewWorkflow = {
       id: 'router',
       name: 'Router',
       type: 'router',
+      typeLabel: 'Router',
       bgColor: '#28C43F',
       position: { x: 320, y: 50 },
       rows: [{ title: 'Context', value: '<start.input>' }],
@@ -660,6 +881,13 @@ export const ROUTER_LEAD_WORKFLOW: PreviewWorkflow = {
       id: 'enterprise',
       name: 'Enterprise',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 700, y: 0 },
       rows: [{ title: 'Messages', value: 'Book a sales call' }],
@@ -668,6 +896,8 @@ export const ROUTER_LEAD_WORKFLOW: PreviewWorkflow = {
       id: 'selfserve',
       name: 'Self-serve',
       type: 'workflow',
+      typeLabel: 'Workflow',
+      sentence: ['Run', { subBlockId: 'Workflow', noun: 'workflow' }],
       bgColor: '#6366F1',
       position: { x: 700, y: 140 },
       rows: [{ title: 'Workflow', value: 'onboarding' }],
@@ -699,6 +929,9 @@ export const RESPONSE_WEBHOOK_WORKFLOW: PreviewWorkflow = {
       id: 'webhook',
       name: 'Webhook',
       type: 'webhook',
+      typeLabel: 'Webhook',
+      triggerMode: true,
+      sentence: ['Run when an HTTP request arrives'],
       bgColor: '#10B981',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -708,6 +941,8 @@ export const RESPONSE_WEBHOOK_WORKFLOW: PreviewWorkflow = {
       id: 'process',
       name: 'Process',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 320, y: 0 },
       rows: [{ title: 'Code', value: 'save(<webhook.body>)' }],
@@ -716,6 +951,13 @@ export const RESPONSE_WEBHOOK_WORKFLOW: PreviewWorkflow = {
       id: 'ack',
       name: 'Response',
       type: 'response',
+      typeLabel: 'Response',
+      sentence: [
+        'Return',
+        { subBlockId: 'Data', noun: 'response' },
+        'with status',
+        { subBlockId: 'Status' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 640, y: 0 },
       rows: [
@@ -739,6 +981,8 @@ export const RESPONSE_ERROR_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 60 },
       hideTargetHandle: true,
@@ -748,6 +992,7 @@ export const RESPONSE_ERROR_WORKFLOW: PreviewWorkflow = {
       id: 'condition',
       name: 'Condition',
       type: 'condition',
+      typeLabel: 'Condition',
       bgColor: '#FF752F',
       position: { x: 320, y: 60 },
       rows: [],
@@ -760,6 +1005,13 @@ export const RESPONSE_ERROR_WORKFLOW: PreviewWorkflow = {
       id: 'ok',
       name: 'Response',
       type: 'response',
+      typeLabel: 'Response',
+      sentence: [
+        'Return',
+        { subBlockId: 'Data', noun: 'response' },
+        'with status',
+        { subBlockId: 'Status' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 700, y: 0 },
       rows: [{ title: 'Status', value: '200' }],
@@ -768,6 +1020,13 @@ export const RESPONSE_ERROR_WORKFLOW: PreviewWorkflow = {
       id: 'bad',
       name: 'Response',
       type: 'response',
+      typeLabel: 'Response',
+      sentence: [
+        'Return',
+        { subBlockId: 'Data', noun: 'response' },
+        'with status',
+        { subBlockId: 'Status' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 700, y: 140 },
       rows: [{ title: 'Status', value: '400' }],
@@ -789,15 +1048,23 @@ export const VARIABLES_RETRY_WORKFLOW: PreviewWorkflow = {
       id: 'api',
       name: 'API',
       type: 'api',
+      typeLabel: 'API',
+      sentence: [
+        'Send',
+        { subBlockId: 'Method', noun: 'method' },
+        'request to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 0, y: 0 },
-      hideTargetHandle: true,
       rows: [{ title: 'Method', value: 'GET' }],
     },
     {
       id: 'vars',
       name: 'Variables',
       type: 'variables',
+      typeLabel: 'Variables',
+      sentence: ['Set', { subBlockId: 'Set', noun: 'variables' }],
       bgColor: '#8B5CF6',
       position: { x: 320, y: 0 },
       rows: [{ title: 'Set', value: 'retryCount + 1' }],
@@ -806,6 +1073,7 @@ export const VARIABLES_RETRY_WORKFLOW: PreviewWorkflow = {
       id: 'condition',
       name: 'Condition',
       type: 'condition',
+      typeLabel: 'Condition',
       bgColor: '#FF752F',
       position: { x: 640, y: 0 },
       rows: [],
@@ -830,15 +1098,23 @@ export const VARIABLES_CONFIG_WORKFLOW: PreviewWorkflow = {
       id: 'api',
       name: 'API',
       type: 'api',
+      typeLabel: 'API',
+      sentence: [
+        'Send',
+        { subBlockId: 'Method', noun: 'method' },
+        'request to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 0, y: 0 },
-      hideTargetHandle: true,
       rows: [{ title: 'URL', value: 'api.example.com/profile' }],
     },
     {
       id: 'vars',
       name: 'Variables',
       type: 'variables',
+      typeLabel: 'Variables',
+      sentence: ['Set', { subBlockId: 'Set', noun: 'variables' }],
       bgColor: '#8B5CF6',
       position: { x: 320, y: 0 },
       rows: [{ title: 'Set', value: 'userId, userTier' }],
@@ -847,6 +1123,13 @@ export const VARIABLES_CONFIG_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Agent',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 640, y: 0 },
       rows: [{ title: 'Messages', value: 'Personalize for <variable.userTier>' }],
@@ -867,15 +1150,23 @@ export const WAIT_RATELIMIT_WORKFLOW: PreviewWorkflow = {
       id: 'first',
       name: 'API',
       type: 'api',
+      typeLabel: 'API',
+      sentence: [
+        'Send',
+        { subBlockId: 'Method', noun: 'method' },
+        'request to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 0, y: 0 },
-      hideTargetHandle: true,
       rows: [{ title: 'Method', value: 'GET' }],
     },
     {
       id: 'wait',
       name: 'Wait',
       type: 'wait',
+      typeLabel: 'Wait',
+      sentence: ['Pause for', { subBlockId: 'Amount', noun: 'amount' }, { subBlockId: 'Unit' }],
       bgColor: '#F59E0B',
       position: { x: 320, y: 0 },
       rows: [
@@ -887,6 +1178,13 @@ export const WAIT_RATELIMIT_WORKFLOW: PreviewWorkflow = {
       id: 'second',
       name: 'API',
       type: 'api',
+      typeLabel: 'API',
+      sentence: [
+        'Send',
+        { subBlockId: 'Method', noun: 'method' },
+        'request to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 640, y: 0 },
       rows: [{ title: 'Method', value: 'GET' }],
@@ -907,15 +1205,23 @@ export const WAIT_FOLLOWUP_WORKFLOW: PreviewWorkflow = {
       id: 'send',
       name: 'Send',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 0, y: 0 },
-      hideTargetHandle: true,
       rows: [{ title: 'Messages', value: 'Send the welcome email' }],
     },
     {
       id: 'wait',
       name: 'Wait',
       type: 'wait',
+      typeLabel: 'Wait',
+      sentence: ['Pause for', { subBlockId: 'Amount', noun: 'amount' }, { subBlockId: 'Unit' }],
       bgColor: '#F59E0B',
       position: { x: 320, y: 0 },
       rows: [
@@ -927,6 +1233,13 @@ export const WAIT_FOLLOWUP_WORKFLOW: PreviewWorkflow = {
       id: 'followup',
       name: 'Follow up',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 640, y: 0 },
       rows: [{ title: 'Messages', value: 'Send a check-in' }],
@@ -947,15 +1260,28 @@ export const EVALUATOR_GATE_WORKFLOW: PreviewWorkflow = {
       id: 'draft',
       name: 'Draft',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 0, y: 0 },
-      hideTargetHandle: true,
       rows: [{ title: 'Messages', value: 'Write the announcement' }],
     },
     {
       id: 'evaluator',
       name: 'Evaluator',
       type: 'evaluator',
+      typeLabel: 'Evaluator',
+      sentence: [
+        'Score',
+        { subBlockId: 'Content', noun: 'content' },
+        'against',
+        { subBlockId: 'Metrics', noun: 'metrics' },
+      ],
       bgColor: '#4D5FFF',
       position: { x: 320, y: 0 },
       rows: [
@@ -967,6 +1293,7 @@ export const EVALUATOR_GATE_WORKFLOW: PreviewWorkflow = {
       id: 'gate',
       name: 'Condition',
       type: 'condition',
+      typeLabel: 'Condition',
       bgColor: '#FF752F',
       position: { x: 640, y: 0 },
       rows: [],
@@ -991,9 +1318,10 @@ export const CREDENTIAL_SHARE_WORKFLOW: PreviewWorkflow = {
       id: 'credential',
       name: 'Credential',
       type: 'credential',
+      typeLabel: 'Credential',
+      sentence: ['Select an OAuth credential', 'for', { subBlockId: 'Account' }],
       bgColor: '#6366F1',
       position: { x: 0, y: 100 },
-      hideTargetHandle: true,
       rows: [
         { title: 'Operation', value: 'Select Credential' },
         { title: 'Account', value: 'Google' },
@@ -1003,6 +1331,9 @@ export const CREDENTIAL_SHARE_WORKFLOW: PreviewWorkflow = {
       id: 'gmail',
       name: 'Gmail',
       type: 'gmail',
+      typeLabel: 'Gmail',
+      isIntegration: true,
+      sentence: ['Use account', { subBlockId: 'Account', noun: 'account' }],
       bgColor: '#FFFFFF',
       position: { x: 380, y: 0 },
       rows: [{ title: 'Account', value: '<credential.credentialId>' }],
@@ -1011,6 +1342,9 @@ export const CREDENTIAL_SHARE_WORKFLOW: PreviewWorkflow = {
       id: 'drive',
       name: 'Drive',
       type: 'google_drive',
+      typeLabel: 'Google Drive',
+      isIntegration: true,
+      sentence: ['Use account', { subBlockId: 'Account', noun: 'account' }],
       bgColor: '#FFFFFF',
       position: { x: 380, y: 140 },
       rows: [{ title: 'Account', value: '<credential.credentialId>' }],
@@ -1019,6 +1353,9 @@ export const CREDENTIAL_SHARE_WORKFLOW: PreviewWorkflow = {
       id: 'calendar',
       name: 'Calendar',
       type: 'google_calendar',
+      typeLabel: 'Google Calendar',
+      isIntegration: true,
+      sentence: ['Use account', { subBlockId: 'Account', noun: 'account' }],
       bgColor: '#FFFFFF',
       position: { x: 380, y: 280 },
       rows: [{ title: 'Account', value: '<credential.credentialId>' }],
@@ -1040,15 +1377,22 @@ export const CREDENTIAL_ROUTE_WORKFLOW: PreviewWorkflow = {
       id: 'pick',
       name: 'Pick account',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 0, y: 60 },
-      hideTargetHandle: true,
       rows: [{ title: 'Messages', value: 'Production or staging?' }],
     },
     {
       id: 'condition',
       name: 'Condition',
       type: 'condition',
+      typeLabel: 'Condition',
       bgColor: '#FF752F',
       position: { x: 330, y: 60 },
       rows: [],
@@ -1061,6 +1405,8 @@ export const CREDENTIAL_ROUTE_WORKFLOW: PreviewWorkflow = {
       id: 'prod',
       name: 'Credential',
       type: 'credential',
+      typeLabel: 'Credential',
+      sentence: ['Select an OAuth credential', 'for', { subBlockId: 'Account' }],
       bgColor: '#6366F1',
       position: { x: 700, y: 0 },
       rows: [{ title: 'Account', value: 'Prod Slack' }],
@@ -1069,6 +1415,8 @@ export const CREDENTIAL_ROUTE_WORKFLOW: PreviewWorkflow = {
       id: 'staging',
       name: 'Credential',
       type: 'credential',
+      typeLabel: 'Credential',
+      sentence: ['Select an OAuth credential', 'for', { subBlockId: 'Account' }],
       bgColor: '#6366F1',
       position: { x: 700, y: 140 },
       rows: [{ title: 'Account', value: 'Staging Slack' }],
@@ -1090,15 +1438,17 @@ const GUARDRAILS_START = {
   id: 'start',
   name: 'Agent',
   type: 'agent',
+  typeLabel: 'Agent',
+  sentence: ['Prompt', { subBlockId: 'Model', noun: 'model' }, 'with', { subBlockId: 'Messages' }],
   bgColor: '#33C482',
   position: { x: 0, y: 0 },
-  hideTargetHandle: true,
 } as const
 
 const GUARDRAILS_GATE = {
   id: 'condition',
   name: 'Condition',
   type: 'condition',
+  typeLabel: 'Condition',
   bgColor: '#FF752F',
   position: { x: 640, y: 0 },
 } as const
@@ -1113,6 +1463,8 @@ export const GUARDRAILS_JSON_WORKFLOW: PreviewWorkflow = {
       id: 'guardrails',
       name: 'Guardrails',
       type: 'guardrails',
+      typeLabel: 'Guardrails',
+      sentence: ['Validate content using', { subBlockId: 'Validation', noun: 'validation type' }],
       bgColor: '#3D642D',
       position: { x: 320, y: 0 },
       rows: [{ title: 'Validation', value: 'Valid JSON' }],
@@ -1142,6 +1494,13 @@ export const GUARDRAILS_HALLUCINATION_WORKFLOW: PreviewWorkflow = {
       id: 'guardrails',
       name: 'Guardrails',
       type: 'guardrails',
+      typeLabel: 'Guardrails',
+      sentence: [
+        'Validate content using',
+        { subBlockId: 'Validation', noun: 'validation type' },
+        ', grounded in',
+        { subBlockId: 'Knowledge Base' },
+      ],
       bgColor: '#3D642D',
       position: { x: 320, y: 0 },
       rows: [
@@ -1173,6 +1532,8 @@ export const GUARDRAILS_PII_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -1182,6 +1543,8 @@ export const GUARDRAILS_PII_WORKFLOW: PreviewWorkflow = {
       id: 'guardrails',
       name: 'Guardrails',
       type: 'guardrails',
+      typeLabel: 'Guardrails',
+      sentence: ['Validate content using', { subBlockId: 'Validation', noun: 'validation type' }],
       bgColor: '#3D642D',
       position: { x: 320, y: 0 },
       rows: [
@@ -1213,15 +1576,23 @@ export const HITL_APPROVAL_WORKFLOW: PreviewWorkflow = {
       id: 'draft',
       name: 'Draft',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 0, y: 0 },
-      hideTargetHandle: true,
       rows: [{ title: 'Messages', value: 'Write the post' }],
     },
     {
       id: 'approve',
       name: 'Human in the Loop',
       type: 'human_in_the_loop',
+      typeLabel: 'Human',
+      sentence: ['Pause execution until a human responds'],
       bgColor: '#10B981',
       position: { x: 300, y: 0 },
       rows: [
@@ -1233,6 +1604,13 @@ export const HITL_APPROVAL_WORKFLOW: PreviewWorkflow = {
       id: 'publish',
       name: 'Publish',
       type: 'api',
+      typeLabel: 'API',
+      sentence: [
+        'Send',
+        { subBlockId: 'Method', noun: 'method' },
+        'request to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#2F55FF',
       position: { x: 640, y: 0 },
       rows: [{ title: 'Method', value: 'POST' }],
@@ -1253,15 +1631,23 @@ export const HITL_MULTISTAGE_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Agent',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 0, y: 0 },
-      hideTargetHandle: true,
       rows: [{ title: 'Messages', value: 'Draft the change' }],
     },
     {
       id: 'manager',
       name: 'Manager',
       type: 'human_in_the_loop',
+      typeLabel: 'Human',
+      sentence: ['Pause execution until a human responds'],
       bgColor: '#10B981',
       position: { x: 280, y: 0 },
       rows: [{ title: 'Resume', value: 'approved' }],
@@ -1270,6 +1656,8 @@ export const HITL_MULTISTAGE_WORKFLOW: PreviewWorkflow = {
       id: 'director',
       name: 'Director',
       type: 'human_in_the_loop',
+      typeLabel: 'Human',
+      sentence: ['Pause execution until a human responds'],
       bgColor: '#10B981',
       position: { x: 580, y: 0 },
       rows: [{ title: 'Resume', value: 'approved' }],
@@ -1278,6 +1666,8 @@ export const HITL_MULTISTAGE_WORKFLOW: PreviewWorkflow = {
       id: 'execute',
       name: 'Execute',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 880, y: 0 },
       rows: [{ title: 'Code', value: 'apply()' }],
@@ -1299,15 +1689,23 @@ export const HITL_VALIDATE_WORKFLOW: PreviewWorkflow = {
       id: 'extract',
       name: 'Extract',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 0, y: 0 },
-      hideTargetHandle: true,
       rows: [{ title: 'Messages', value: 'Extract the fields' }],
     },
     {
       id: 'validate',
       name: 'Human in the Loop',
       type: 'human_in_the_loop',
+      typeLabel: 'Human',
+      sentence: ['Pause execution until a human responds'],
       bgColor: '#10B981',
       position: { x: 300, y: 0 },
       rows: [{ title: 'Display', value: '<extract.content>' }],
@@ -1316,6 +1714,8 @@ export const HITL_VALIDATE_WORKFLOW: PreviewWorkflow = {
       id: 'process',
       name: 'Process',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 640, y: 0 },
       rows: [{ title: 'Code', value: 'process()' }],
@@ -1336,15 +1736,23 @@ export const WEBHOOK_NOTIFY_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Agent',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 0, y: 0 },
-      hideTargetHandle: true,
       rows: [{ title: 'Messages', value: 'Summarize the run' }],
     },
     {
       id: 'format',
       name: 'Format',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 320, y: 0 },
       rows: [{ title: 'Code', value: 'toSlackBlocks(<agent.content>)' }],
@@ -1353,6 +1761,13 @@ export const WEBHOOK_NOTIFY_WORKFLOW: PreviewWorkflow = {
       id: 'webhook',
       name: 'Webhook',
       type: 'webhook',
+      typeLabel: 'Webhook',
+      sentence: [
+        'Post',
+        { subBlockId: 'Payload', noun: 'payload' },
+        'to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#10B981',
       position: { x: 640, y: 0 },
       rows: [{ title: 'URL', value: 'hooks.slack.com/…' }],
@@ -1373,6 +1788,8 @@ export const WEBHOOK_TRIGGER_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -1382,6 +1799,7 @@ export const WEBHOOK_TRIGGER_WORKFLOW: PreviewWorkflow = {
       id: 'condition',
       name: 'Condition',
       type: 'condition',
+      typeLabel: 'Condition',
       bgColor: '#FF752F',
       position: { x: 320, y: 0 },
       rows: [],
@@ -1394,6 +1812,13 @@ export const WEBHOOK_TRIGGER_WORKFLOW: PreviewWorkflow = {
       id: 'webhook',
       name: 'Webhook',
       type: 'webhook',
+      typeLabel: 'Webhook',
+      sentence: [
+        'Post',
+        { subBlockId: 'Payload', noun: 'payload' },
+        'to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#10B981',
       position: { x: 640, y: 0 },
       rows: [{ title: 'URL', value: 'api.partner.com/hook' }],
@@ -1414,6 +1839,8 @@ export const WORKFLOW_CALL_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -1423,6 +1850,13 @@ export const WORKFLOW_CALL_WORKFLOW: PreviewWorkflow = {
       id: 'child',
       name: 'Workflow',
       type: 'workflow',
+      typeLabel: 'Workflow',
+      sentence: [
+        'Run',
+        { subBlockId: 'Workflow', noun: 'workflow' },
+        ', passing',
+        { subBlockId: 'Input' },
+      ],
       bgColor: '#6366F1',
       position: { x: 320, y: 0 },
       rows: [
@@ -1434,6 +1868,13 @@ export const WORKFLOW_CALL_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Agent',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 640, y: 0 },
       rows: [{ title: 'Messages', value: 'Summarize <workflow.result>' }],
@@ -1454,6 +1895,8 @@ export const LOOP_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 95 },
       hideTargetHandle: true,
@@ -1463,17 +1906,25 @@ export const LOOP_WORKFLOW: PreviewWorkflow = {
       id: 'loop',
       name: 'Loop',
       type: 'loop',
+      typeLabel: 'Loop',
       bgColor: '#FAFAF9',
       position: { x: 340, y: 30 },
-      size: { width: 430, height: 170 },
+      size: { width: 480, height: 300 },
       rows: [],
     },
     {
       id: 'score',
       name: 'Score',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
-      position: { x: 150, y: 62 },
+      position: { x: 150, y: 64 },
       parentId: 'loop',
       rows: [{ title: 'Messages', value: 'Rate <loop.currentItem>' }],
     },
@@ -1481,8 +1932,15 @@ export const LOOP_WORKFLOW: PreviewWorkflow = {
       id: 'summary',
       name: 'Summary',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
-      position: { x: 860, y: 95 },
+      position: { x: 910, y: 95 },
       rows: [{ title: 'Messages', value: 'Summarize <loop.results>' }],
     },
   ],
@@ -1502,6 +1960,8 @@ export const PARALLEL_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 95 },
       hideTargetHandle: true,
@@ -1511,17 +1971,25 @@ export const PARALLEL_WORKFLOW: PreviewWorkflow = {
       id: 'parallel',
       name: 'Parallel',
       type: 'parallel',
+      typeLabel: 'Parallel',
       bgColor: '#1D1C1A',
       position: { x: 340, y: 30 },
-      size: { width: 430, height: 170 },
+      size: { width: 480, height: 300 },
       rows: [],
     },
     {
       id: 'call',
       name: 'Call',
       type: 'api',
+      typeLabel: 'API',
+      sentence: [
+        'Send',
+        { subBlockId: 'Method', noun: 'method' },
+        'request to',
+        { subBlockId: 'URL', noun: 'URL' },
+      ],
       bgColor: '#2F55FF',
-      position: { x: 150, y: 62 },
+      position: { x: 150, y: 64 },
       parentId: 'parallel',
       rows: [{ title: 'URL', value: '/tasks/<parallel.currentItem>' }],
     },
@@ -1529,8 +1997,10 @@ export const PARALLEL_WORKFLOW: PreviewWorkflow = {
       id: 'aggregate',
       name: 'Aggregate',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
-      position: { x: 860, y: 95 },
+      position: { x: 910, y: 95 },
       rows: [{ title: 'Code', value: 'merge(<parallel.results>)' }],
     },
   ],
@@ -1555,6 +2025,8 @@ export const BUILD_AGENT_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -1564,6 +2036,15 @@ export const BUILD_AGENT_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Score lead',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+        ', using',
+        { subBlockId: 'Tools' },
+      ],
       bgColor: '#33C482',
       position: { x: 320, y: 0 },
       rows: [
@@ -1579,6 +2060,8 @@ export const BUILD_AGENT_WORKFLOW: PreviewWorkflow = {
       id: 'response',
       name: 'Response',
       type: 'response',
+      typeLabel: 'Response',
+      sentence: ['Return', { subBlockId: 'Data', noun: 'response' }],
       bgColor: '#2F55FF',
       position: { x: 680, y: 0 },
       rows: [{ title: 'Data', value: '{ "score": <agent.score> }' }],
@@ -1599,9 +2082,10 @@ export const FILE_SUMMARY_WORKFLOW: PreviewWorkflow = {
       id: 'file',
       name: 'File',
       type: 'file',
+      typeLabel: 'File',
+      sentence: ['Parse', { subBlockId: 'File', noun: 'file' }],
       bgColor: '#40916C',
       position: { x: 0, y: 0 },
-      hideTargetHandle: true,
       rows: [
         { title: 'Operation', value: 'Read' },
         { title: 'File', value: 'report.pdf' },
@@ -1611,6 +2095,13 @@ export const FILE_SUMMARY_WORKFLOW: PreviewWorkflow = {
       id: 'agent',
       name: 'Agent',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+      ],
       bgColor: '#33C482',
       position: { x: 320, y: 0 },
       rows: [
@@ -1622,6 +2113,8 @@ export const FILE_SUMMARY_WORKFLOW: PreviewWorkflow = {
       id: 'write',
       name: 'File',
       type: 'file',
+      typeLabel: 'File',
+      sentence: ['Create', { subBlockId: 'File Name', noun: 'file name' }],
       bgColor: '#40916C',
       position: { x: 660, y: 0 },
       rows: [
@@ -1636,49 +2129,6 @@ export const FILE_SUMMARY_WORKFLOW: PreviewWorkflow = {
   ],
 }
 
-/** Tables guide: query rows, classify them, write the results back. */
-export const TABLE_ROUNDTRIP_WORKFLOW: PreviewWorkflow = {
-  id: 'table-roundtrip',
-  name: 'Classify and write back',
-  blocks: [
-    {
-      id: 'query',
-      name: 'Table',
-      type: 'table_v2',
-      bgColor: '#10B981',
-      position: { x: 0, y: 0 },
-      hideTargetHandle: true,
-      rows: [
-        { title: 'Operation', value: 'Query Rows' },
-        { title: 'Filter', value: "status = 'unprocessed'" },
-      ],
-    },
-    {
-      id: 'classify',
-      name: 'Classify',
-      type: 'agent',
-      bgColor: '#33C482',
-      position: { x: 340, y: 0 },
-      rows: [{ title: 'Messages', value: 'Classify <table.rows>' }],
-    },
-    {
-      id: 'update',
-      name: 'Table',
-      type: 'table_v2',
-      bgColor: '#10B981',
-      position: { x: 680, y: 0 },
-      rows: [
-        { title: 'Operation', value: 'Update Rows' },
-        { title: 'Set', value: "category, status = 'qualified'" },
-      ],
-    },
-  ],
-  edges: [
-    { id: 'query-classify', source: 'query', target: 'classify' },
-    { id: 'classify-update', source: 'classify', target: 'update' },
-  ],
-}
-
 /**
  * The running example of the choosing guide: a lead scorer combining a
  * workflow-as-tool (enrich), a deterministic Function, an Agent with tools,
@@ -1692,6 +2142,8 @@ export const LEAD_SCORER_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 0 },
       hideTargetHandle: true,
@@ -1701,6 +2153,8 @@ export const LEAD_SCORER_WORKFLOW: PreviewWorkflow = {
       id: 'enrich',
       name: 'Enrich',
       type: 'workflow',
+      typeLabel: 'Workflow',
+      sentence: ['Run', { subBlockId: 'Workflow', noun: 'workflow' }],
       bgColor: '#6366F1',
       position: { x: 290, y: 0 },
       rows: [{ title: 'Workflow', value: 'enrich-lead' }],
@@ -1709,6 +2163,8 @@ export const LEAD_SCORER_WORKFLOW: PreviewWorkflow = {
       id: 'reshape',
       name: 'Reshape',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 580, y: 0 },
       rows: [{ title: 'Code', value: 'return fields(<enrich.result>)' }],
@@ -1717,6 +2173,15 @@ export const LEAD_SCORER_WORKFLOW: PreviewWorkflow = {
       id: 'score',
       name: 'Score lead',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: [
+        'Prompt',
+        { subBlockId: 'Model', noun: 'model' },
+        'with',
+        { subBlockId: 'Messages' },
+        ', using',
+        { subBlockId: 'Tools' },
+      ],
       bgColor: '#33C482',
       position: { x: 870, y: 0 },
       rows: [
@@ -1734,6 +2199,9 @@ export const LEAD_SCORER_WORKFLOW: PreviewWorkflow = {
       id: 'log',
       name: 'Log',
       type: 'google_sheets',
+      typeLabel: 'Google Sheets',
+      isIntegration: true,
+      sentence: ['Append'],
       bgColor: '#FFFFFF',
       position: { x: 1200, y: 0 },
       rows: [{ title: 'Operation', value: 'Append' }],
@@ -1759,6 +2227,8 @@ export const CONCURRENCY_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 80 },
       hideTargetHandle: true,
@@ -1768,6 +2238,8 @@ export const CONCURRENCY_WORKFLOW: PreviewWorkflow = {
       id: 'support',
       name: 'Customer Support',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: ['Prompt', { subBlockId: 'Model', noun: 'model' }],
       bgColor: '#33C482',
       position: { x: 360, y: 0 },
       rows: [{ title: 'Model', value: 'claude-sonnet-4-6' }],
@@ -1776,6 +2248,8 @@ export const CONCURRENCY_WORKFLOW: PreviewWorkflow = {
       id: 'research',
       name: 'Deep Researcher',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: ['Prompt', { subBlockId: 'Model', noun: 'model' }],
       bgColor: '#33C482',
       position: { x: 360, y: 150 },
       rows: [{ title: 'Model', value: 'claude-sonnet-4-6' }],
@@ -1799,6 +2273,8 @@ export const COMBINATION_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 80 },
       hideTargetHandle: true,
@@ -1808,6 +2284,8 @@ export const COMBINATION_WORKFLOW: PreviewWorkflow = {
       id: 'support',
       name: 'Customer Support',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: ['Prompt', { subBlockId: 'Model', noun: 'model' }],
       bgColor: '#33C482',
       position: { x: 360, y: 0 },
       rows: [{ title: 'Model', value: 'claude-sonnet-4-6' }],
@@ -1816,6 +2294,8 @@ export const COMBINATION_WORKFLOW: PreviewWorkflow = {
       id: 'research',
       name: 'Deep Researcher',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: ['Prompt', { subBlockId: 'Model', noun: 'model' }],
       bgColor: '#33C482',
       position: { x: 360, y: 150 },
       rows: [{ title: 'Model', value: 'claude-sonnet-4-6' }],
@@ -1824,6 +2304,8 @@ export const COMBINATION_WORKFLOW: PreviewWorkflow = {
       id: 'combine',
       name: 'Combine',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 720, y: 75 },
       rows: [
@@ -1852,6 +2334,8 @@ export const ROUTING_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 140 },
       hideTargetHandle: true,
@@ -1861,6 +2345,7 @@ export const ROUTING_WORKFLOW: PreviewWorkflow = {
       id: 'condition',
       name: 'Condition',
       type: 'condition',
+      typeLabel: 'Condition',
       bgColor: '#FF752F',
       position: { x: 340, y: 140 },
       rows: [],
@@ -1873,6 +2358,7 @@ export const ROUTING_WORKFLOW: PreviewWorkflow = {
       id: 'router',
       name: 'Router',
       type: 'router',
+      typeLabel: 'Router',
       bgColor: '#28C43F',
       position: { x: 740, y: 0 },
       rows: [],
@@ -1885,6 +2371,8 @@ export const ROUTING_WORKFLOW: PreviewWorkflow = {
       id: 'reply',
       name: 'Reply',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: ['Prompt', { subBlockId: 'Model', noun: 'model' }],
       bgColor: '#33C482',
       position: { x: 740, y: 280 },
       rows: [{ title: 'Model', value: 'claude-sonnet-4-6' }],
@@ -1893,6 +2381,8 @@ export const ROUTING_WORKFLOW: PreviewWorkflow = {
       id: 'sales',
       name: 'Sales',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: ['Prompt', { subBlockId: 'Model', noun: 'model' }],
       bgColor: '#33C482',
       position: { x: 1120, y: -60 },
       rows: [{ title: 'Model', value: 'claude-sonnet-4-6' }],
@@ -1901,6 +2391,8 @@ export const ROUTING_WORKFLOW: PreviewWorkflow = {
       id: 'support',
       name: 'Support',
       type: 'agent',
+      typeLabel: 'Agent',
+      sentence: ['Prompt', { subBlockId: 'Model', noun: 'model' }],
       bgColor: '#33C482',
       position: { x: 1120, y: 90 },
       rows: [{ title: 'Model', value: 'claude-sonnet-4-6' }],
@@ -1927,6 +2419,8 @@ export const ERROR_PATH_WORKFLOW: PreviewWorkflow = {
       id: 'start',
       name: 'Start',
       type: 'start_trigger',
+      typeLabel: 'Start',
+      sentence: ['Start the workflow', 'with', { subBlockId: 'Input' }],
       bgColor: '#2FB3FF',
       position: { x: 0, y: 80 },
       hideTargetHandle: true,
@@ -1936,6 +2430,8 @@ export const ERROR_PATH_WORKFLOW: PreviewWorkflow = {
       id: 'throwError',
       name: 'throwError',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 340, y: 80 },
       rows: [
@@ -1947,6 +2443,8 @@ export const ERROR_PATH_WORKFLOW: PreviewWorkflow = {
       id: 'handleSuccess',
       name: 'handleSuccess',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 720, y: 0 },
       rows: [{ title: 'Code', value: 'return ok' }],
@@ -1955,6 +2453,8 @@ export const ERROR_PATH_WORKFLOW: PreviewWorkflow = {
       id: 'handleError',
       name: 'handleError',
       type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code', noun: 'code' }],
       bgColor: '#FF402F',
       position: { x: 720, y: 170 },
       rows: [{ title: 'Code', value: 'return recovered' }],
diff --git a/apps/docs/components/workflow-preview/fit-view-after-init.test.tsx b/apps/docs/components/workflow-preview/fit-view-after-init.test.tsx
new file mode 100644
index 00000000000..784c892ab8a
--- /dev/null
+++ b/apps/docs/components/workflow-preview/fit-view-after-init.test.tsx
@@ -0,0 +1,84 @@
+/** @vitest-environment jsdom */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { canvas, nodesReady } = vi.hoisted(() => ({
+  canvas: {
+    width: 800,
+    height: 400,
+    viewportInitialized: false,
+    getNodes: vi.fn(() => [{ id: 'start' }, { id: 'finish' }]),
+    getNodesBounds: vi.fn(() => ({ x: 0, y: 0, width: 1000, height: 300 })),
+    fitBounds: vi.fn(),
+  },
+  nodesReady: { value: false },
+}))
+
+vi.mock('@xyflow/react', () => ({
+  useNodesInitialized: () => nodesReady.value,
+  useReactFlow: () => canvas,
+  useStore: (selector: (state: typeof canvas) => unknown) => selector(canvas),
+}))
+
+import { FitViewAfterInit } from '@/components/workflow-preview/fit-view-after-init'
+
+let host: HTMLDivElement
+let root: Root
+const OPTIONS = { padding: 0.3 }
+
+beforeEach(() => {
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  vi.clearAllMocks()
+  canvas.viewportInitialized = false
+  canvas.width = 800
+  canvas.height = 400
+  nodesReady.value = false
+  host = document.createElement('div')
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  vi.unstubAllGlobals()
+})
+
+function render() {
+  act(() => root.render(<FitViewAfterInit options={OPTIONS} />))
+}
+
+describe('preview viewport initialization', () => {
+  it('waits for a closed dialog to have visible dimensions before fitting', () => {
+    nodesReady.value = true
+    canvas.viewportInitialized = true
+    canvas.width = 0
+    canvas.height = 0
+    render()
+    expect(canvas.fitBounds).not.toHaveBeenCalled()
+    canvas.width = 800
+    canvas.height = 400
+    render()
+    expect(canvas.fitBounds).toHaveBeenCalledTimes(1)
+  })
+  it('waits for both measured nodes and a mounted viewport before fitting every node', () => {
+    render()
+    nodesReady.value = true
+    render()
+    expect(canvas.fitBounds).not.toHaveBeenCalled()
+    canvas.viewportInitialized = true
+    render()
+    expect(canvas.getNodesBounds).toHaveBeenCalledWith([{ id: 'start' }, { id: 'finish' }])
+    expect(canvas.fitBounds).toHaveBeenCalledWith({ x: 0, y: 0, width: 1000, height: 300 }, OPTIONS)
+  })
+
+  it('preserves reader pan and zoom when selecting a block causes nodes to remeasure', () => {
+    canvas.viewportInitialized = true
+    nodesReady.value = true
+    render()
+    nodesReady.value = false
+    render()
+    nodesReady.value = true
+    render()
+    expect(canvas.fitBounds).toHaveBeenCalledTimes(1)
+  })
+})
diff --git a/apps/docs/components/workflow-preview/fit-view-after-init.tsx b/apps/docs/components/workflow-preview/fit-view-after-init.tsx
index fda2379f8d2..2bca4bc64fa 100644
--- a/apps/docs/components/workflow-preview/fit-view-after-init.tsx
+++ b/apps/docs/components/workflow-preview/fit-view-after-init.tsx
@@ -1,20 +1,32 @@
 'use client'
 
-import { useEffect } from 'react'
-import { type FitViewOptions, useNodesInitialized, useReactFlow } from '@xyflow/react'
+import { useEffect, useRef } from 'react'
+import { type FitBoundsOptions, useNodesInitialized, useReactFlow, useStore } from '@xyflow/react'
 
 interface FitViewAfterInitProps {
-  options: FitViewOptions
+  options: FitBoundsOptions
 }
 
-/** Fits a v12 canvas only after every node has real measured dimensions. */
+/** Fits measured bounds once, preserving the reader's pan and zoom during inspection. */
 export function FitViewAfterInit({ options }: FitViewAfterInitProps) {
+  const fitted = useRef(false)
   const nodesInitialized = useNodesInitialized()
-  const { fitView } = useReactFlow()
+  const hasViewportSize = useStore((state) => state.width > 0 && state.height > 0)
+  const { fitBounds, getNodes, getNodesBounds, viewportInitialized } = useReactFlow()
 
   useEffect(() => {
-    if (nodesInitialized) void fitView(options)
-  }, [fitView, nodesInitialized, options])
+    if (fitted.current || !nodesInitialized || !viewportInitialized || !hasViewportSize) return
+    fitted.current = true
+    void fitBounds(getNodesBounds(getNodes()), options)
+  }, [
+    fitBounds,
+    getNodes,
+    getNodesBounds,
+    hasViewportSize,
+    nodesInitialized,
+    options,
+    viewportInitialized,
+  ])
 
   return null
 }
diff --git a/apps/docs/components/workflow-preview/format-references.tsx b/apps/docs/components/workflow-preview/format-references.tsx
deleted file mode 100644
index 15bfeb5c049..00000000000
--- a/apps/docs/components/workflow-preview/format-references.tsx
+++ /dev/null
@@ -1,25 +0,0 @@
-import type { ReactNode } from 'react'
-
-/** Block references `<block.field>` and environment variables `{{VAR}}`. */
-const REFERENCE_PATTERN = /(<[^<>]+>|\{\{[^{}]+\}\})/g
-
-/**
- * Highlights `<...>` block references and `{{...}}` environment variables in
- * brand-secondary, mirroring the editor's `formatDisplayText`. Read-only and
- * static — no validation or tag interactivity, since docs has no workflow state.
- */
-export function formatReferences(text: string): ReactNode[] {
-  if (!text) return []
-  return text.split(REFERENCE_PATTERN).map((part, index) => {
-    if (!part) return null
-    const isReference =
-      (part.startsWith('<') && part.endsWith('>')) || (part.startsWith('{{') && part.endsWith('}}'))
-    return isReference ? (
-      <span key={index} className='text-[var(--brand-secondary)]'>
-        {part}
-      </span>
-    ) : (
-      <span key={index}>{part}</span>
-    )
-  })
-}
diff --git a/apps/docs/components/workflow-preview/index.ts b/apps/docs/components/workflow-preview/index.ts
index a6ee359ef63..a5eaac685ea 100644
--- a/apps/docs/components/workflow-preview/index.ts
+++ b/apps/docs/components/workflow-preview/index.ts
@@ -34,7 +34,6 @@ export {
   ROUTING_WORKFLOW,
   SUPPORT_KB_WORKFLOW,
   TABLE_ENRICH_WORKFLOW,
-  TABLE_ROUNDTRIP_WORKFLOW,
   VARIABLES_CONFIG_WORKFLOW,
   VARIABLES_RETRY_WORKFLOW,
   WAIT_FOLLOWUP_WORKFLOW,
diff --git a/apps/docs/components/workflow-preview/output-bundle.tsx b/apps/docs/components/workflow-preview/output-bundle.tsx
index dc956e1a84d..17f1e04e176 100644
--- a/apps/docs/components/workflow-preview/output-bundle.tsx
+++ b/apps/docs/components/workflow-preview/output-bundle.tsx
@@ -1,21 +1,12 @@
 'use client'
 
-import { Badge } from '@sim/emcn'
+import { ChipTag } from '@sim/emcn'
 import { ChevronDown, Clipboard, Download, Search } from '@sim/emcn/icons'
-import { resolveIcon } from '@/components/workflow-preview/block-icons'
+import { DocsBlockTile } from '@/components/workflow-preview/docs-block-tile'
+import { cn } from '@/lib/utils'
 
 type ValueType = 'string' | 'number' | 'boolean' | 'object' | 'array' | 'null'
 
-/** Output value type → emcn Badge color variant. */
-const TYPE_VARIANT = {
-  string: 'green',
-  number: 'blue',
-  boolean: 'orange',
-  array: 'purple',
-  object: 'gray',
-  null: 'gray',
-} as const
-
 interface OutputNode {
   key: string
   type?: ValueType
@@ -49,14 +40,6 @@ interface OutputBundleProps {
   values: OutputNode[]
 }
 
-function TypeBadge({ type }: { type: ValueType }) {
-  return (
-    <Badge variant={TYPE_VARIANT[type]} size='sm'>
-      {type}
-    </Badge>
-  )
-}
-
 function TreeNode({ node, depth = 0 }: { node: OutputNode; depth?: number }) {
   const type = node.type ?? 'string'
   const expanded = node.expanded ?? Boolean(node.children || node.value !== undefined)
@@ -64,12 +47,14 @@ function TreeNode({ node, depth = 0 }: { node: OutputNode; depth?: number }) {
     <div className='flex min-w-0 flex-col'>
       <div className='flex min-h-[26px] items-center gap-2 rounded-[6px] px-1'>
         <span
-          className='text-small'
-          style={{ color: node.highlight ? 'var(--brand-secondary)' : 'var(--text-primary)' }}
+          className={cn(
+            'text-[var(--text-primary)] text-small',
+            node.highlight && 'underline decoration-[var(--brand-secondary)] underline-offset-4'
+          )}
         >
           {node.key}
         </span>
-        <TypeBadge type={type} />
+        <ChipTag>{type}</ChipTag>
         <ChevronDown
           className='size-[14px] flex-shrink-0 text-[var(--text-muted)]'
           style={expanded ? undefined : { transform: 'rotate(-90deg)' }}
@@ -114,19 +99,13 @@ export function OutputBundle({
         <div className='flex w-[210px] flex-shrink-0 flex-col border-[var(--border)] border-r px-2 py-2'>
           <div className='px-2 pb-2 text-[var(--text-muted)] text-caption'>Logs</div>
           {logRows.map((row) => {
-            const Icon = row.type ? resolveIcon(row.type) : null
             return (
               <div
                 key={row.name}
                 className='flex h-[30px] items-center gap-2 rounded-[6px] px-2'
                 style={row.selected ? { background: 'var(--surface-active)' } : undefined}
               >
-                <div
-                  className='flex size-[18px] flex-shrink-0 items-center justify-center rounded-[5px]'
-                  style={{ background: row.color ?? 'var(--border-1)' }}
-                >
-                  {Icon && <Icon className='size-[10px] text-white' />}
-                </div>
+                <DocsBlockTile type={row.type ?? ''} color={row.color ?? 'var(--border)'} />
                 <span className='truncate text-[var(--text-primary)] text-small'>{row.name}</span>
                 {row.duration && (
                   <span className='ml-auto text-[var(--text-muted)] text-caption'>
diff --git a/apps/docs/components/workflow-preview/preview-selection-context.ts b/apps/docs/components/workflow-preview/preview-selection-context.ts
new file mode 100644
index 00000000000..2fa8ad411d4
--- /dev/null
+++ b/apps/docs/components/workflow-preview/preview-selection-context.ts
@@ -0,0 +1,7 @@
+'use client'
+
+import { createContext } from 'react'
+
+export const PreviewSelectionContext = createContext<((blockId: string) => void) | undefined>(
+  undefined
+)
diff --git a/apps/docs/components/workflow-preview/workflow-data.test.ts b/apps/docs/components/workflow-preview/workflow-data.test.ts
index 7dbe6e51b01..801c4d33a38 100644
--- a/apps/docs/components/workflow-preview/workflow-data.test.ts
+++ b/apps/docs/components/workflow-preview/workflow-data.test.ts
@@ -3,7 +3,14 @@
  */
 import { BLOCK_Z_BASE, CONTAINER_CHILD_Z_BASE, getEdgeZIndex } from '@sim/workflow-renderer'
 import { describe, expect, it } from 'vitest'
-import { type PreviewBlock, type PreviewWorkflow, toReactFlowElements } from './workflow-data'
+import * as academyWorkflows from '@/components/workflow-preview/academy-video-workflows'
+import { BLOCK_DISPLAY_WORKFLOWS } from '@/components/workflow-preview/block-display-workflows'
+import * as exampleWorkflows from '@/components/workflow-preview/examples'
+import {
+  type PreviewBlock,
+  type PreviewWorkflow,
+  toReactFlowElements,
+} from '@/components/workflow-preview/workflow-data'
 
 const block = (
   overrides: Partial<PreviewBlock> & Pick<PreviewBlock, 'id' | 'type'>
@@ -61,3 +68,78 @@ describe('toReactFlowElements layering', () => {
     expect(edgeById.get('loop-agent')?.zIndex).toBe(getEdgeZIndex(0))
   })
 })
+
+describe('authored canvas presentation', () => {
+  const workflows = [
+    ...Object.values(exampleWorkflows),
+    ...Object.values(academyWorkflows),
+    ...Object.values(BLOCK_DISPLAY_WORKFLOWS),
+  ]
+
+  it('keeps sentence slots connected to example values or named empty states', () => {
+    for (const workflow of workflows) {
+      for (const block of workflow.blocks) {
+        expect(block.typeLabel, `${workflow.id}/${block.id}`).toBeTruthy()
+        if (block.size || block.branches) continue
+        expect(block.sentence?.length, `${workflow.id}/${block.id}`).toBeGreaterThan(0)
+        for (const segment of block.sentence ?? []) {
+          if (typeof segment === 'string') continue
+          expect(
+            Boolean(segment.noun) ||
+              block.rows.some((row) => row.title === segment.subBlockId) ||
+              (segment.subBlockId === 'Tools' && Boolean(block.tools?.length)),
+            `${workflow.id}/${block.id}/${segment.subBlockId}`
+          ).toBe(true)
+        }
+      }
+    }
+  })
+
+  it('renders an error port exactly when the authored workflow connects that output', () => {
+    for (const workflow of workflows) {
+      const { nodes } = toReactFlowElements(workflow)
+      for (const node of nodes.filter((node) => node.type === 'previewBlock')) {
+        expect(node.data.hasErrorConnection).toBe(
+          workflow.edges.some((edge) => edge.source === node.id && edge.sourceHandle === 'error')
+        )
+      }
+    }
+  })
+})
+
+describe('authored diagram focus', () => {
+  it('keeps every node visible when no step is emphasized', () => {
+    const { nodes } = toReactFlowElements(workflow)
+    expect(nodes.every((node) => !node.data.isDimmed)).toBe(true)
+  })
+
+  it('de-emphasizes surrounding cards and containers for a highlighted step', () => {
+    const { nodes } = toReactFlowElements(workflow, false, { highlightBlock: 'agent' })
+    expect(nodes.filter((node) => node.data.isDimmed).map((node) => node.id)).toEqual([
+      'start',
+      'loop',
+      'parallel',
+    ])
+    expect(nodes.find((node) => node.id === 'agent')?.data.isHighlighted).toBe(true)
+  })
+
+  it('keeps both the authored focus and inspected block at full emphasis', () => {
+    const { nodes } = toReactFlowElements(workflow, false, {
+      highlightBlock: 'agent',
+      selectedBlock: 'loop',
+    })
+    expect(nodes.filter((node) => !node.data.isDimmed).map((node) => node.id)).toEqual([
+      'loop',
+      'agent',
+    ])
+  })
+
+  it('de-emphasizes nodes when the illustration focuses on an edge', () => {
+    const { nodes, edges } = toReactFlowElements(workflow, false, {
+      highlightEdge: 'loop-agent',
+    })
+    expect(nodes.every((node) => node.data.isDimmed)).toBe(true)
+    expect(edges.find((edge) => edge.id === 'loop-agent')?.style?.opacity).toBe(1)
+    expect(edges.find((edge) => edge.id === 'start-loop')?.style?.opacity).toBeLessThan(1)
+  })
+})
diff --git a/apps/docs/components/workflow-preview/workflow-data.ts b/apps/docs/components/workflow-preview/workflow-data.ts
index 346ef7fc4c2..acfd9ef6b23 100644
--- a/apps/docs/components/workflow-preview/workflow-data.ts
+++ b/apps/docs/components/workflow-preview/workflow-data.ts
@@ -1,5 +1,6 @@
 import {
   BLOCK_Z_BASE,
+  type CanvasSentenceSegment,
   CONTAINER_CHILD_Z_BASE,
   getEdgeZIndex,
   getEdgeZIndexForTarget,
@@ -33,6 +34,11 @@ export interface PreviewBlock {
   type: string
   bgColor: string
   rows: Array<{ title: string; value: string }>
+  /** Resolved example copy; value slots refer to the titles in `rows`. */
+  sentence?: readonly CanvasSentenceSegment[]
+  typeLabel?: string
+  isIntegration?: boolean
+  triggerMode?: boolean
   /**
    * Branch rows, each with its own right-edge source handle whose id is the
    * branch id. Author ids in the app's own handle scheme so edges match the
@@ -76,6 +82,10 @@ const EDGE_STYLE_HIGHLIGHT = { stroke: 'var(--brand-secondary)', strokeWidth: 2.
 /** Edges leaving a block's error port render red, matching the editor. */
 const EDGE_STYLE_ERROR = { stroke: 'var(--text-error)', strokeWidth: 2 } as const
 
+/** De-emphasizes diagram context without reducing the contrast of its text. */
+export const DIMMED_PREVIEW_CLASS =
+  '[&_[data-workflow-block-border]]:opacity-35 [&_[data-workflow-type-accent]]:grayscale [&_[data-subflow-type-tag]]:grayscale'
+
 /** Optional emphasis: light one block or one edge and dim everything else. */
 export interface HighlightOptions {
   highlightBlock?: string
@@ -119,6 +129,9 @@ export function toReactFlowElements(
   const blockIndexMap = new Map(workflow.blocks.map((b, i) => [b.id, i]))
 
   const blocksById = new Map(workflow.blocks.map((b) => [b.id, b]))
+  const errorSources = new Set(
+    workflow.edges.filter((edge) => edge.sourceHandle === 'error').map((edge) => edge.source)
+  )
 
   const nodes: PreviewNode[] = workflow.blocks.map((block, index) => {
     const isContainer = Boolean(block.size)
@@ -156,7 +169,7 @@ export function toReactFlowElements(
         index,
         animate,
         isHighlighted: highlightBlock === block.id || selectedBlock === block.id,
-        isDimmed: hasHighlight && highlightBlock !== block.id,
+        isDimmed: hasHighlight && highlightBlock !== block.id && selectedBlock !== block.id,
       }
       return {
         ...commonNode,
@@ -170,6 +183,11 @@ export function toReactFlowElements(
       blockType: block.type,
       bgColor: block.bgColor,
       rows: block.rows,
+      sentence: block.sentence,
+      typeLabel: block.typeLabel,
+      isIntegration: block.isIntegration,
+      triggerMode: block.triggerMode,
+      hasErrorConnection: errorSources.has(block.id),
       branches: block.branches,
       tools: block.tools,
       hideTargetHandle: block.hideTargetHandle,
@@ -178,7 +196,7 @@ export function toReactFlowElements(
       index,
       animate,
       isHighlighted: highlightBlock === block.id || selectedBlock === block.id,
-      isDimmed: hasHighlight && highlightBlock !== block.id,
+      isDimmed: hasHighlight && highlightBlock !== block.id && selectedBlock !== block.id,
     }
     return {
       ...commonNode,
diff --git a/apps/docs/components/workflow-preview/workflow-preview.test.tsx b/apps/docs/components/workflow-preview/workflow-preview.test.tsx
new file mode 100644
index 00000000000..e1a2cc78b2a
--- /dev/null
+++ b/apps/docs/components/workflow-preview/workflow-preview.test.tsx
@@ -0,0 +1,244 @@
+/** @vitest-environment jsdom */
+import { act, type ReactNode } from 'react'
+import { ReactFlowProvider } from '@xyflow/react'
+import { domAnimation, LazyMotion } from 'framer-motion'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { BlockPreview } from '@/components/workflow-preview/block-preview'
+import { DocsBlockNode } from '@/components/workflow-preview/docs-block-node'
+import { DocsContainerNode } from '@/components/workflow-preview/docs-container-node'
+import { PreviewSelectionContext } from '@/components/workflow-preview/preview-selection-context'
+import type { PreviewWorkflow } from '@/components/workflow-preview/workflow-data'
+import { WorkflowPreview } from '@/components/workflow-preview/workflow-preview'
+
+const NODE_PROPS = {
+  dragging: false,
+  isConnectable: false,
+  positionAbsoluteX: 0,
+  positionAbsoluteY: 0,
+  selected: false,
+  selectable: false,
+  deletable: false,
+  draggable: false,
+  zIndex: 0,
+}
+
+const WORKFLOW: PreviewWorkflow = {
+  id: 'keyboard-preview',
+  name: 'Classify a lead',
+  blocks: [
+    {
+      id: 'classify',
+      name: 'Classify',
+      type: 'function',
+      typeLabel: 'Function',
+      sentence: ['Run', { subBlockId: 'Code' }],
+      bgColor: '#333333',
+      rows: [{ title: 'Code', value: 'return "qualified"' }],
+      position: { x: 0, y: 0 },
+    },
+  ],
+  edges: [],
+}
+
+let host: HTMLDivElement
+let root: Root
+let previousBodyOverflow: string
+let previousFocus: HTMLElement | null
+const originalDialogMethods = {
+  showModal: HTMLDialogElement.prototype.showModal,
+  close: HTMLDialogElement.prototype.close,
+}
+
+beforeEach(() => {
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  vi.stubGlobal(
+    'ResizeObserver',
+    class {
+      observe() {}
+      unobserve() {}
+      disconnect() {}
+    }
+  )
+  vi.stubGlobal('matchMedia', (query: string) => ({
+    matches: false,
+    media: query,
+    addEventListener() {},
+    removeEventListener() {},
+    addListener() {},
+    removeListener() {},
+    onchange: null,
+    dispatchEvent: () => false,
+  }))
+  previousBodyOverflow = document.body.style.overflow
+  previousFocus = null
+  HTMLDialogElement.prototype.showModal = function (this: HTMLDialogElement) {
+    previousFocus = document.activeElement instanceof HTMLElement ? document.activeElement : null
+    this.open = true
+  }
+  HTMLDialogElement.prototype.close = function (this: HTMLDialogElement) {
+    if (!this.open) return
+    this.open = false
+    previousFocus?.focus()
+  }
+  host = document.createElement('div')
+  document.body.appendChild(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  document.body.style.overflow = previousBodyOverflow
+  HTMLDialogElement.prototype.showModal = originalDialogMethods.showModal
+  HTMLDialogElement.prototype.close = originalDialogMethods.close
+  vi.restoreAllMocks()
+  vi.unstubAllGlobals()
+})
+
+function render(children: ReactNode) {
+  act(() => root.render(children))
+}
+
+function activate(element: HTMLElement, key: string) {
+  element.focus()
+  const event = new KeyboardEvent('keydown', { key, bubbles: true, cancelable: true })
+  act(() => element.dispatchEvent(event))
+  return event
+}
+
+describe('workflow preview keyboard inspection', () => {
+  it('uses shared sentence chips and the connected error port without exposing static controls', () => {
+    render(
+      <ReactFlowProvider>
+        <LazyMotion features={domAnimation}>
+          <DocsBlockNode
+            {...NODE_PROPS}
+            id='classify'
+            type='previewBlock'
+            data={{
+              name: 'Classify',
+              blockType: 'agent',
+              typeLabel: 'Agent',
+              bgColor: '#333333',
+              rows: [
+                { title: 'Model', value: 'claude-sonnet-4-6' },
+                { title: 'System prompt', value: 'Full instructions stay in the inspector' },
+              ],
+              sentence: ['Prompt', { subBlockId: 'Model' }],
+              hasErrorConnection: true,
+            }}
+          />
+        </LazyMotion>
+      </ReactFlowProvider>
+    )
+    expect(host.textContent).toContain('Prompt')
+    expect(host.textContent).toContain('claude-sonnet-4-6')
+    expect(host.textContent).not.toContain('Full instructions stay in the inspector')
+    expect(host.querySelector('[data-handleid="error"]')).not.toBeNull()
+    const errorSwitch = host.querySelector<HTMLElement>('[aria-label="On error branch"]')!
+    expect(errorSwitch.getAttribute('aria-checked')).toBe('true')
+    expect(errorSwitch.hasAttribute('disabled')).toBe(true)
+  })
+
+  it('keeps standalone block illustrations out of the keyboard tab order', () => {
+    render(<BlockPreview type='function' />)
+    const card = host.querySelector<HTMLElement>('.workflow-drag-handle')!
+    expect(card).not.toBeNull()
+    expect(card.hasAttribute('role')).toBe(false)
+    expect(card.tabIndex).toBe(-1)
+    expect(host.querySelector('.react-flow__node[tabindex="0"]')).toBeNull()
+  })
+
+  it('opens a normal block through the shared Enter and Space controls', () => {
+    const selectBlock = vi.fn()
+    render(
+      <ReactFlowProvider>
+        <PreviewSelectionContext value={selectBlock}>
+          <LazyMotion features={domAnimation}>
+            <DocsBlockNode
+              {...NODE_PROPS}
+              id='classify'
+              type='previewBlock'
+              data={{ name: 'Classify', blockType: 'function', bgColor: '#333333', rows: [] }}
+            />
+          </LazyMotion>
+        </PreviewSelectionContext>
+      </ReactFlowProvider>
+    )
+    const control = host.querySelector<HTMLElement>('.workflow-drag-handle[role="button"]')!
+    expect(activate(control, 'Enter').defaultPrevented).toBe(true)
+    expect(selectBlock).toHaveBeenNthCalledWith(1, 'classify')
+    expect(activate(control, ' ').defaultPrevented).toBe(true)
+    expect(selectBlock).toHaveBeenNthCalledWith(2, 'classify')
+    expect(selectBlock).toHaveBeenCalledTimes(2)
+    activate(control, 'ArrowDown')
+    expect(selectBlock).toHaveBeenCalledTimes(2)
+  })
+
+  it.each([
+    { name: 'Loop', blockType: 'loop' },
+    { name: 'Candidates', blockType: 'parallel' },
+  ])('opens the $blockType container through the same keyboard control', ({ name, blockType }) => {
+    const selectBlock = vi.fn()
+    render(
+      <ReactFlowProvider>
+        <PreviewSelectionContext value={selectBlock}>
+          <DocsContainerNode
+            {...NODE_PROPS}
+            id='container'
+            type='previewContainer'
+            data={{ name, blockType, size: { width: 600, height: 300 } }}
+          />
+        </PreviewSelectionContext>
+      </ReactFlowProvider>
+    )
+    const control = host.querySelector<HTMLElement>('[data-subflow-header]')!
+    expect(activate(control, 'Enter').defaultPrevented).toBe(true)
+    expect(activate(control, ' ').defaultPrevented).toBe(true)
+    expect(selectBlock.mock.calls).toEqual([['container'], ['container']])
+  })
+})
+
+describe('workflow preview modal lifecycle', () => {
+  it('opens the selected block from the actual canvas keyboard control', () => {
+    render(<WorkflowPreview workflow={WORKFLOW} />)
+    const node = host.querySelector<HTMLElement>('.react-flow__node[data-id="classify"]')!
+    expect(node.tabIndex).toBe(-1)
+    const control = node.querySelector<HTMLElement>('.workflow-drag-handle[role="button"]')!
+    activate(control, 'Enter')
+    const dialog = host.querySelector<HTMLDialogElement>('dialog')!
+    expect(dialog.open).toBe(true)
+    expect(dialog.querySelector('button[aria-pressed="true"]')?.textContent).toBe('Classify')
+    expect(dialog.textContent).toContain('return "qualified"')
+  })
+
+  it('locks scrolling, focuses Close, and handles the native Escape cancel event', () => {
+    document.body.style.overflow = 'clip'
+    render(<WorkflowPreview workflow={WORKFLOW} />)
+    const expand = host.querySelector<HTMLButtonElement>(
+      'button[aria-label="Expand Classify a lead workflow preview"]'
+    )!
+    expand.focus()
+    act(() => expand.click())
+    const dialog = host.querySelector<HTMLDialogElement>('dialog')!
+    expect(dialog.open).toBe(true)
+    expect(document.body.style.overflow).toBe('hidden')
+    expect(document.activeElement).toBe(dialog.querySelector('button[aria-label="Close"]'))
+    const cancel = new Event('cancel', { cancelable: true })
+    act(() => dialog.dispatchEvent(cancel))
+    expect(cancel.defaultPrevented).toBe(true)
+    expect(dialog.open).toBe(false)
+    expect(document.body.style.overflow).toBe('clip')
+    expect(document.activeElement).toBe(expand)
+  })
+
+  it('restores the existing scroll policy when an open preview unmounts', () => {
+    document.body.style.overflow = 'auto'
+    render(<WorkflowPreview workflow={WORKFLOW} />)
+    act(() => host.querySelector<HTMLButtonElement>('button[aria-label^="Expand "]')!.click())
+    expect(document.body.style.overflow).toBe('hidden')
+    render(null)
+    expect(document.body.style.overflow).toBe('auto')
+  })
+})
diff --git a/apps/docs/components/workflow-preview/workflow-preview.tsx b/apps/docs/components/workflow-preview/workflow-preview.tsx
index ef3a1a90998..4b42ef12328 100644
--- a/apps/docs/components/workflow-preview/workflow-preview.tsx
+++ b/apps/docs/components/workflow-preview/workflow-preview.tsx
@@ -1,16 +1,15 @@
 'use client'
 
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import { Chip } from '@sim/emcn'
 import { Expand, X } from '@sim/emcn/icons'
 import { CANVAS_Z_INDEX_MODE, useCanvasColorMode } from '@sim/workflow-renderer'
 import {
-  applyEdgeChanges,
   applyNodeChanges,
   type EdgeProps,
   type EdgeTypes,
   getSmoothStepPath,
   type NodeTypes,
-  type OnEdgesChange,
   type OnNodesChange,
   ReactFlow,
   ReactFlowProvider,
@@ -22,6 +21,7 @@ import { BlockInspector } from '@/components/workflow-preview/block-inspector'
 import { DocsBlockNode } from '@/components/workflow-preview/docs-block-node'
 import { DocsContainerNode } from '@/components/workflow-preview/docs-container-node'
 import { FitViewAfterInit } from '@/components/workflow-preview/fit-view-after-init'
+import { PreviewSelectionContext } from '@/components/workflow-preview/preview-selection-context'
 import {
   EASE_OUT,
   type PreviewBlock,
@@ -98,8 +98,8 @@ const NODE_TYPES = {
 } satisfies NodeTypes
 const EDGE_TYPES = { previewEdge: PreviewEdge } satisfies EdgeTypes
 const PRO_OPTIONS = { hideAttribution: true }
-const FIT_VIEW_OPTIONS = { padding: 0.25, maxZoom: 1 } as const
-const LIGHTBOX_FIT_VIEW_OPTIONS = { padding: 0.3, maxZoom: 1.4 } as const
+const FIT_VIEW_OPTIONS = { padding: 0.25 } as const
+const LIGHTBOX_FIT_VIEW_OPTIONS = { padding: 0.3 } as const
 
 /** Field titles rendered as multiline text in the inspector. */
 const TEXTAREA_TITLES = new Set(['Messages', 'Prompt', 'Code', 'Data', 'Body', 'Display'])
@@ -181,48 +181,38 @@ function PreviewFlow({
 
   const colorMode = useCanvasColorMode()
 
-  const [nodes, setNodes] = useState<PreviewNode[]>(initialNodes)
-  const [edges, setEdges] = useState<PreviewFlowEdge[]>(initialEdges)
+  const [nodeState, setNodeState] = useState<PreviewNode[]>(initialNodes)
 
-  /**
-   * Apply data changes (highlight/selection) without discarding positions the
-   * viewer has dragged — only a different workflow should relayout the canvas.
-   */
-  useEffect(() => {
-    setNodes((prev) => {
-      const positions = new Map(prev.map((node) => [node.id, node.position]))
-      return initialNodes.map((node) => {
-        const position = positions.get(node.id)
-        return position ? { ...node, position } : node
-      })
+  const nodes = useMemo(() => {
+    const nodesById = new Map(nodeState.map((node) => [node.id, node]))
+    return initialNodes.map((node) => {
+      const stored = nodesById.get(node.id)
+      return stored ? { ...stored, ...node, position: stored.position } : node
     })
-    setEdges(initialEdges)
-  }, [initialNodes, initialEdges])
+  }, [initialNodes, nodeState])
 
   const onNodesChange: OnNodesChange<PreviewNode> = useCallback(
-    (changes) => setNodes((nds) => applyNodeChanges(changes, nds)),
-    []
-  )
-  const onEdgesChange: OnEdgesChange<PreviewFlowEdge> = useCallback(
-    (changes) => setEdges((eds) => applyEdgeChanges(changes, eds)),
+    (changes) => setNodeState((current) => applyNodeChanges(changes, current)),
     []
   )
 
   return (
-    <>
+    <PreviewSelectionContext value={onNodeClick}>
       <ReactFlow<PreviewNode, PreviewFlowEdge>
         colorMode={colorMode}
         zIndexMode={CANVAS_Z_INDEX_MODE}
         nodes={nodes}
-        edges={edges}
+        edges={initialEdges}
         onNodesChange={onNodesChange}
-        onEdgesChange={onEdgesChange}
         onNodeClick={onNodeClick ? (_, node) => onNodeClick(node.id) : undefined}
         onPaneClick={onPaneClick}
         nodeTypes={NODE_TYPES}
         edgeTypes={EDGE_TYPES}
         defaultEdgeOptions={{ type: 'previewEdge' }}
         elementsSelectable={false}
+        nodesFocusable={false}
+        edgesFocusable={false}
+        disableKeyboardA11y
         nodesDraggable
         nodesConnectable={false}
         zoomOnScroll={interactive}
@@ -234,10 +224,11 @@ function PreviewFlow({
         autoPanOnNodeDrag={false}
         proOptions={PRO_OPTIONS}
         minZoom={0.1}
-        className='h-full w-full [--xy-background-color:var(--bg)]'
-      />
-      <FitViewAfterInit options={interactive ? LIGHTBOX_FIT_VIEW_OPTIONS : FIT_VIEW_OPTIONS} />
-    </>
+        className='h-full w-full [--text-muted:var(--text-secondary)]! [--xy-background-color:var(--bg)]'
+      >
+        <FitViewAfterInit options={interactive ? LIGHTBOX_FIT_VIEW_OPTIONS : FIT_VIEW_OPTIONS} />
+      </ReactFlow>
+    </PreviewSelectionContext>
   )
 }
 
@@ -262,24 +253,22 @@ export function WorkflowPreview({
   const [expanded, setExpanded] = useState(false)
   const [selectedId, setSelectedId] = useState<string | null>(null)
   const closeButtonRef = useRef<HTMLButtonElement>(null)
-  const previouslyFocusedRef = useRef<HTMLElement | null>(null)
+  const dialogRef = useRef<HTMLDialogElement>(null)
 
   useEffect(() => {
-    if (!expanded) return
-    const onKey = (e: KeyboardEvent) => {
-      if (e.key === 'Escape') setExpanded(false)
+    const dialog = dialogRef.current
+    if (!dialog) return
+    if (!expanded) {
+      dialog.close()
+      return
     }
-    document.addEventListener('keydown', onKey)
     const previousOverflow = document.body.style.overflow
-    previouslyFocusedRef.current = document.activeElement as HTMLElement | null
     document.body.style.overflow = 'hidden'
-    document.body.classList.add('wp-lightbox-open')
+    dialog.showModal()
     closeButtonRef.current?.focus()
     return () => {
-      document.removeEventListener('keydown', onKey)
+      dialog.close()
       document.body.style.overflow = previousOverflow
-      document.body.classList.remove('wp-lightbox-open')
-      previouslyFocusedRef.current?.focus()
     }
   }, [expanded])
 
@@ -310,28 +299,38 @@ export function WorkflowPreview({
         </ReactFlowProvider>
         <button
           type='button'
-          aria-label='Expand workflow preview'
+          aria-label={`Expand ${workflow.name} workflow preview`}
           onClick={() => openWith(null)}
-          className='absolute top-2 right-2 z-10 flex size-[28px] items-center justify-center rounded-[6px] border border-[var(--border-1)] bg-[var(--surface-4)] text-[var(--text-muted)] opacity-0 transition-opacity duration-150 hover:text-[var(--text-primary)] group-hover:opacity-100'
+          className='absolute top-2 right-2 z-10 flex size-[28px] items-center justify-center rounded-[6px] border border-[var(--border-1)] bg-[var(--surface-4)] text-[var(--text-muted)] opacity-0 transition-opacity duration-150 hover:text-[var(--text-primary)] focus-visible:opacity-100 focus-visible:outline-2 focus-visible:outline-[var(--text-primary)] focus-visible:outline-offset-2 group-hover:opacity-100'
         >
           <Expand className='size-[13px]' />
         </button>
       </div>
 
-      {expanded && (
-        <div
-          className='fixed inset-0 z-50 flex items-center justify-center bg-black/70 p-6 backdrop-blur-sm'
-          onClick={() => setExpanded(false)}
-          onKeyDown={() => {}}
-          role='presentation'
-        >
-          <div
-            className='relative flex h-[86vh] w-[92vw] overflow-hidden rounded-xl border border-[var(--border)] bg-[var(--bg)]'
-            onClick={(e) => e.stopPropagation()}
-            onKeyDown={() => {}}
-            role='presentation'
-          >
-            <div className='relative min-w-0 flex-1'>
+      <dialog
+        ref={dialogRef}
+        aria-label={`${workflow.name} workflow preview`}
+        onCancel={(event) => {
+          event.preventDefault()
+          setExpanded(false)
+        }}
+        onClose={() => setExpanded(false)}
+        onClick={(event) => {
+          if (event.target !== event.currentTarget) return
+          const bounds = event.currentTarget.getBoundingClientRect()
+          if (
+            event.clientX < bounds.left ||
+            event.clientX > bounds.right ||
+            event.clientY < bounds.top ||
+            event.clientY > bounds.bottom
+          )
+            setExpanded(false)
+        }}
+        className='fixed inset-0 m-auto h-[86dvh] max-h-none w-[92vw] max-w-none overflow-hidden rounded-xl border border-[var(--border)] bg-[var(--bg)] p-0 text-[var(--text-body)] backdrop:bg-black/70 backdrop:backdrop-blur-sm'
+      >
+        {expanded && (
+          <div className='relative flex h-full w-full flex-col sm:flex-row'>
+            <div className='relative min-h-0 min-w-0 flex-1'>
               <div className='pointer-events-none absolute top-0 right-0 left-0 z-10 flex items-center justify-between px-4 py-3'>
                 <span className='text-[var(--text-muted)] text-small'>{workflow.name}</span>
                 <button
@@ -357,13 +356,31 @@ export function WorkflowPreview({
               </ReactFlowProvider>
             </div>
 
-            <div className='w-[340px] flex-shrink-0 border-[var(--border)] border-l'>
+            <div className='flex max-h-[50%] min-h-0 w-full flex-shrink-0 flex-col overflow-y-auto border-[var(--border)] border-t sm:max-h-none sm:w-[340px] sm:border-t-0 sm:border-l'>
+              <div
+                role='group'
+                aria-label='Inspect a block'
+                className='flex shrink-0 flex-wrap gap-1 border-[var(--border)] border-b p-3'
+              >
+                {workflow.blocks.map((block) => (
+                  <Chip
+                    key={block.id}
+                    active={selectedId === block.id}
+                    aria-pressed={selectedId === block.id}
+                    onClick={() => setSelectedId(block.id)}
+                  >
+                    {block.name}
+                  </Chip>
+                ))}
+              </div>
               {selectedBlock ? (
                 <BlockInspector
                   embedded
                   name={selectedBlock.name}
                   type={selectedBlock.type}
                   color={selectedBlock.bgColor}
+                  isIntegration={selectedBlock.isIntegration}
+                  triggerMode={selectedBlock.triggerMode}
                   fields={inspectorFieldsFor(selectedBlock)}
                   tools={selectedBlock.tools}
                 />
@@ -374,8 +391,8 @@ export function WorkflowPreview({
               )}
             </div>
           </div>
-        </div>
-      )}
+        )}
+      </dialog>
     </LazyMotion>
   )
 }
diff --git a/apps/docs/content/docs/academy/agents/block.mdx b/apps/docs/content/docs/academy/agents/block.mdx
index 221038fe253..003abd49647 100644
--- a/apps/docs/content/docs/academy/agents/block.mdx
+++ b/apps/docs/content/docs/academy/agents/block.mdx
@@ -10,7 +10,8 @@ import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview } from '@/components/workflow-preview'
 import { AV_QUALIFY_WORKFLOW } from '@/components/workflow-preview/academy-video-workflows'
 
-<VideoPlaceholder eyebrow="Agents" title="The Agent Block" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/agents-block.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Agents" title="The Agent Block" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/agents-block.mp4"
+  captionsSrc="/captions/academy/agents-block.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -62,7 +63,7 @@ Here is the workflow the video rides through: the Qualify agent between its inpu
 
 ## What's inside the block
 
-The first station is the message stack: your **system message** (the standing instructions), any **history** you preload, worked examples or an earlier conversation, and the newest **user message**, which usually arrives from an earlier block through a connection tag. The second station is the **model**: the brain that reads the whole stack. Sim supports the frontier providers, and because the block stays the same while the model changes, swapping brains never means rebuilding the step.
+Configure the **system message** with standing instructions, add any **user and assistant history**, and pass the newest **user message** through a connection tag. Choose the provider and model in the **Model** field. You can change the model without recreating the block.
 
 ## What a run costs and returns
 
@@ -70,7 +71,7 @@ When the run reaches the model, every message on the stack ships as input tokens
 
 ## Where it fits
 
-The Agent block is the reasoning step of an AI workflow. Everything else in Sim's workflow builder is deterministic: triggers fire, blocks transform data, tables store it. The Agent block is where a language model reads the conversation you configured and decides what to write. Most AI agents you build in Sim are ordinary workflows with one or more Agent blocks doing the thinking.
+The Agent block runs a language model with the messages and tools you configure. A workflow can combine several Agent blocks with integrations and control-flow blocks. Other blocks, such as Router, can also use a model.
 
 <FAQ items={[
   { question: "What model providers can the Agent block use?", answer: "Sim supports the frontier AI model providers, including Anthropic Claude, OpenAI GPT, and Google Gemini. The Model field on the block picks which one runs, and you can change it at any time without rebuilding the workflow step." },
@@ -81,5 +82,5 @@ The Agent block is the reasoning step of an AI workflow. Everything else in Sim'
 
 ## Related documentation
 
-- [Agent block](/blocks/agent)
+- [Agent block](/workflows/blocks/agent)
 - [Custom tools](/agents/custom-tools)
diff --git a/apps/docs/content/docs/academy/agents/intro.mdx b/apps/docs/content/docs/academy/agents/intro.mdx
index e911f7a9593..26d4c3926e9 100644
--- a/apps/docs/content/docs/academy/agents/intro.mdx
+++ b/apps/docs/content/docs/academy/agents/intro.mdx
@@ -9,7 +9,8 @@ import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview, CLASSIFY_WORKFLOW } from '@/components/workflow-preview'
 
-<VideoPlaceholder eyebrow="Agents" title="Agents" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/agents-intro.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Agents" title="Agents" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/agents-intro.mp4"
+  captionsSrc="/captions/academy/agents-intro.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -51,9 +52,7 @@ In Sim, you build AI agents as **workflows that use the Agent block**. There's n
 
 ## An agent is a workflow
 
-This is the one idea to hold onto: **an AI agent is a workflow**, one built around the Agent block. Everything you learned about [workflows](/academy/workflows/intro) applies. You don't leave the model; you add reasoning to it.
-
-Here's the shape of it: a workflow built around an Agent block where it thinks:
+The trigger, connections, and outputs work as described in [Workflows](/academy/workflows/intro). In this example, the Agent block classifies the incoming message:
 
 <WorkflowPreview workflow={CLASSIFY_WORKFLOW} />
 
@@ -74,11 +73,9 @@ Two parameters extend the Agent block, and both fit the chat-box picture:
 
 The clearest way to see an agent isn't to build one from nothing, it's to take a **deterministic workflow and let an agent into it**. Replace a fixed rule with an agent that *decides* the path (routing), or *augment* a step with real reasoning, or both. Same workflow, now with judgment in it.
 
-## Composing intelligence
-
-Your ability to compose workflows that make **multiple agent calls** is central to designing intelligent processes. And every agentic workflow you build becomes a building block: your workspace's library of agents composes into larger AI systems.
+## Combining Agent blocks
 
-Start with one Agent block; the platform scales as your ambition does. The most sophisticated systems are just more of these, composed, more agent blocks swapping in, more reasoning, more reach, all from the same model you learned here.
+Use separate Agent blocks when steps need different instructions, tools, or models. For example, one block can classify a request and another can draft a reply. Use a [subworkflow](/academy/workflows/subworkflows) when several workflows need the same sequence.
 
 <FAQ items={[
   { question: "Do I need to code to build an AI agent in Sim?", answer: "No. Agents are built on Sim's visual workflow canvas: drag an Agent block into a workflow, write its instructions in plain language, and connect the blocks it should work with." },
diff --git a/apps/docs/content/docs/academy/agents/memory.mdx b/apps/docs/content/docs/academy/agents/memory.mdx
index 8fa17c56d83..483a70c404d 100644
--- a/apps/docs/content/docs/academy/agents/memory.mdx
+++ b/apps/docs/content/docs/academy/agents/memory.mdx
@@ -10,7 +10,8 @@ import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview } from '@/components/workflow-preview'
 import { AV_MEMORY_WORKFLOW } from '@/components/workflow-preview/academy-video-workflows'
 
-<VideoPlaceholder eyebrow="Agents" title="Memory" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/agents-memory.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Agents" title="Memory" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/agents-memory.mp4"
+  captionsSrc="/captions/academy/agents-memory.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -68,9 +69,9 @@ The video runs the same agent twice, side by side: once with no memory and once
 
 Memory can also be a sliding window, keeping the most recent messages, or the most recent tokens, while the oldest quietly fall away. The stored transcript keeps every turn; the window controls how much of it rides into the model on each run.
 
-## When to reach for memory
+## When to use memory
 
-Any agent that talks to the same person or process more than once needs memory: support desks, sales assistants, scheduled check-ins. Stateless agents are the right default for one-shot tasks like classification or extraction, where history would only add cost.
+Enable memory when a follow-up needs earlier conversation context, such as a support ticket or sales conversation. Keep classification and extraction stateless when each input contains everything the task needs.
 
 <FAQ items={[
   { question: "What memory modes does the Agent block support?", answer: "Conversation keeps every turn under a conversation ID. Sliding window (messages) keeps the most recent messages, and sliding window (tokens) keeps as much recent history as fits a token budget." },
@@ -81,4 +82,4 @@ Any agent that talks to the same person or process more than once needs memory:
 
 ## Related documentation
 
-- [Agent block](/blocks/agent)
+- [Agent block](/workflows/blocks/agent)
diff --git a/apps/docs/content/docs/academy/agents/skills.mdx b/apps/docs/content/docs/academy/agents/skills.mdx
index 1a6ccdd9168..00fbefa0cc1 100644
--- a/apps/docs/content/docs/academy/agents/skills.mdx
+++ b/apps/docs/content/docs/academy/agents/skills.mdx
@@ -10,12 +10,13 @@ import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview } from '@/components/workflow-preview'
 import { AV_SKILLS_WORKFLOW } from '@/components/workflow-preview/academy-video-workflows'
 
-<VideoPlaceholder eyebrow="Agents" title="Skills" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/agents-skills.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Agents" title="Skills" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/agents-skills.mp4"
+  captionsSrc="/captions/academy/agents-skills.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
 
-An agent with tools but no guidance does the minimum: one quick search, then a hedged guess. A **skill** fixes that: a written method the agent can read, like a manual you look up when the situation calls for it. Attach one, and the same run follows the procedure: every claim sourced, every gap flagged.
+A **skill** is a written procedure an agent can load when it is relevant to a task. This lesson compares the same research task with and without a skill that instructs the agent to find and cite sources.
 
 <WhatYouWillLearn
   items={[
@@ -32,8 +33,8 @@ An agent with tools but no guidance does the minimum: one quick search, then a h
       body: 'The same question, same tools: without the skill, a vague unsourced guess; with it, three targeted queries and an answer where every claim carries its source.',
     },
     {
-      title: 'Every integration ships skills',
-      body: 'You don\'t have to write them, integrations come with ready, battle-tested skills, and you can add your own to share across the workspace.',
+      title: 'Choose or create a skill',
+      body: 'Choose an available skill or add your own Markdown procedure to share across the workspace.',
     },
   ]}
 />
@@ -69,12 +70,12 @@ Skills keep procedure out of the prompt. Only the name and one-line description
 
 ## Ready to use
 
-Adding a skill is the same motion as adding a tool: pick it in the block's Skills section and it shows on the block. Integrations ship curated skills out of the box, and skills you write are shared across your workspace.
+Adding a skill is the same motion as adding a tool: pick it in the block's Skills section and it shows on the block. Choose an available skill or add one you have written; workspace skills can be reused by other agents.
 
 <FAQ items={[
   { question: "How is a skill different from a system prompt?", answer: "A system prompt is always in the model's context. A skill keeps only its name and one-line description in view, and the full method loads on demand when the agent judges it relevant, so you can attach many without crowding the context window." },
   { question: "How is a skill different from a tool?", answer: "A tool is something the agent can do, like run a search. A skill is written knowledge about how to do something well, like a research procedure. Agents typically use them together: the skill directs how the tools get used." },
-  { question: "Do I have to write skills myself?", answer: "No. Sim integrations ship with curated skills out of the box. Skills you write yourself are shared across your workspace, so a method one agent learned to use is available to all of them." },
+  { question: "Do I have to write skills myself?", answer: "No. You can choose an available skill or write one yourself. Workspace skills can be reused by other agents." },
   { question: "What format is a skill?", answer: "Markdown: a name, a description of when it applies, and the steps of the method. If you can write a runbook, you can write a skill." },
 ]} />
 
diff --git a/apps/docs/content/docs/academy/agents/tool-calling.mdx b/apps/docs/content/docs/academy/agents/tool-calling.mdx
index d93f5ee9856..04d09253d37 100644
--- a/apps/docs/content/docs/academy/agents/tool-calling.mdx
+++ b/apps/docs/content/docs/academy/agents/tool-calling.mdx
@@ -10,7 +10,8 @@ import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview } from '@/components/workflow-preview'
 import { AV_TOOLS_WORKFLOW } from '@/components/workflow-preview/academy-video-workflows'
 
-<VideoPlaceholder eyebrow="Agents" title="Tool Calling" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/agents-tool-calling.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Agents" title="Tool Calling" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/agents-tool-calling.mp4"
+  captionsSrc="/captions/academy/agents-tool-calling.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -24,7 +25,7 @@ A plain Agent block is text in, one model pass, text out, it can't look anything
       body: 'Each turn the model decides whether it needs a tool and which one. Every result is added to its context, so each step builds on the last until it converges.',
     },
     {
-      title: 'Any block can be a tool',
+      title: 'Configure the available tools',
       body: "Tools are added in the block's Tools section. Fix the parameters you want pinned; whatever you leave empty, the model fills intelligently from the task.",
     },
     {
@@ -61,17 +62,17 @@ Here is the agent from the video with its tools attached:
 
 Without tools, an agent has only its prompt and its training, asked to qualify a lead, it can only say it has no way to look anything up. With tools attached, the same block plans: research the company, check the funding, read the careers page. It calls tools in parallel when the calls don't depend on each other, revises its plan as results land, and answers only when its context holds enough.
 
-## Tools are blocks
+## Configuring tools
 
-Anything you'd use as a workflow step can be handed to an agent as a tool. In the Tools section you pin the parameters that should never change and leave the rest empty: the model fills those per task. And when no block does what you need, you write a custom tool: a schema and a description, where the description is how the model knows when to reach for it. Whole external toolsets connect the same way over MCP.
+Add supported integration operations, workflows, or custom tools in the Agent block's **Tools** section. Set parameters that should stay fixed and let the model supply the remaining task-specific inputs. Custom tools define an input schema and a description; MCP connects external toolsets.
 
 ## The audit trail
 
 Every agent run records its tool calls in order. Open the log and walk them: the name of each tool, the exact arguments the model chose, the result that returned into context. Debugging an agent is reading that sequence, not guessing at what the model was thinking.
 
 <FAQ items={[
-  { question: "What can an agent use as a tool?", answer: "Any Sim integration or block: web search, GitHub, HubSpot, Slack, database queries, other workflows. You can also define custom tools with a schema and description, or connect whole external toolsets over MCP." },
-  { question: "How does the model decide which tool to call?", answer: "From each tool's name and description, judged against the task in its context. That is why a clear description matters: it is the only signal the model has for when to reach for the tool." },
+  { question: "What can an agent use as a tool?", answer: "Supported integration operations, other workflows, custom tools, and MCP tools. Examples include web search, GitHub, HubSpot, Slack, and database queries." },
+  { question: "How does the model decide which tool to call?", answer: "The model uses the task, conversation context, and each tool's name, description, and input schema. Give tools clear descriptions so the model can distinguish their purposes." },
   { question: "Can the agent call several tools at once?", answer: "Yes. When calls do not depend on each other, the model issues them in parallel and reads all the results together on the next turn of the loop." },
   { question: "Can I force a tool to run?", answer: "Yes. Each tool entry has a usage control: Auto lets the model decide, and Force guarantees the tool runs during the loop." },
   { question: "How do I debug an agent's tool use?", answer: "Open the run's log. Every tool call is recorded in order with the tool name, the arguments the model filled in, and the result that came back into context." },
diff --git a/apps/docs/content/docs/academy/chat/building.mdx b/apps/docs/content/docs/academy/chat/building.mdx
index 355ae305628..b5adb9525cd 100644
--- a/apps/docs/content/docs/academy/chat/building.mdx
+++ b/apps/docs/content/docs/academy/chat/building.mdx
@@ -10,7 +10,8 @@ import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview } from '@/components/workflow-preview'
 import { AV_CONTENT_AGENT_WORKFLOW } from '@/components/workflow-preview/academy-video-workflows'
 
-<VideoPlaceholder eyebrow="Chat" title="Building with Chat" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/chat-building.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Chat" title="Building with Chat" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/chat-building.mp4"
+  captionsSrc="/captions/academy/chat-building.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -24,8 +25,8 @@ You can build a whole workflow without dragging a single block. Describe the sys
       body: 'A single described intent becomes a real workflow: a parallel candidates container, generation steps, an evaluator, and a scores table, assembled and wired.',
     },
     {
-      title: 'It tests and fixes itself',
-      body: "Before you ask, Sim runs the build to see if it holds together. When the image step fails on a missing parameter, it catches the error, fixes the block, and re-runs clean.",
+      title: 'Test and fix the workflow',
+      body: "Follow the example run: the image step fails on a missing aspect ratio, Chat updates the parameter, and the next run succeeds.",
     },
     {
       title: 'You inspect before you trust',
@@ -64,9 +65,9 @@ Here is the shape of the workflow Sim builds in the video, candidates drafted in
 
 <WorkflowPreview workflow={AV_CONTENT_AGENT_WORKFLOW} />
 
-## It tests and fixes itself
+## Test and inspect the workflow
 
-Sim doesn't hand you an untested guess. It runs the workflow immediately, and when a step fails (here, the image block missing an aspect ratio), it reads the error, patches the parameter, and runs again. You watch the failure and the fix happen on the canvas, in the log, and in the conversation at once.
+In the video, the first test fails because the image block is missing an aspect ratio. Sim reads the error, updates that parameter, and runs the workflow again. Ask Chat to test your workflow, then inspect the logs and outputs before deploying it.
 
 ## Inspecting the run
 
@@ -74,11 +75,11 @@ The run record shows every step with its timing and output: the draft, the image
 
 ## Deploying
 
-Deploying is one more message in the conversation. The workflow deploys behind a live endpoint, ready for whatever you send it, and it remains a workflow in your workspace: inspectable, schedulable, and callable from everything else you build.
+After testing the workflow, ask Chat to deploy it as an API endpoint. Review the deployment settings and test a request against the endpoint. The workflow remains editable in your workspace.
 
 <FAQ items={[
   { question: "Can I really build a workflow without touching the canvas?", answer: "Yes. Describe the system you want and Sim lays out the blocks, wires the connections, and fills the parameters. The result is a normal Sim workflow you can open and edit by hand afterwards." },
-  { question: "How do I know the generated workflow works?", answer: "Sim runs it immediately and shows you the run record: every step, its timing, and its output. In the video, a failing image step is caught and fixed automatically before you ever test it." },
+  { question: "How do I know the generated workflow works?", answer: "Ask Chat to run it, inspect the run record and outputs, and test representative inputs. The video demonstrates diagnosing and fixing a missing image parameter." },
   { question: "Can I edit a workflow Sim built manually?", answer: "Yes. Nothing about it is special: it is blocks and connections on the canvas, so you can adjust a prompt, swap a model, or add steps like on any workflow you built yourself." },
   { question: "How does deployment from Chat work?", answer: "One message deploys the workflow behind a live API endpoint. It stays a workspace workflow, so it is inspectable, schedulable, and callable from other workflows." },
 ]} />
diff --git a/apps/docs/content/docs/academy/chat/intro.mdx b/apps/docs/content/docs/academy/chat/intro.mdx
index f4b66107e0d..abba743ff13 100644
--- a/apps/docs/content/docs/academy/chat/intro.mdx
+++ b/apps/docs/content/docs/academy/chat/intro.mdx
@@ -10,12 +10,13 @@ import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview } from '@/components/workflow-preview'
 import { AV_SUPPORT_DESK_WORKFLOW } from '@/components/workflow-preview/academy-video-workflows'
 
-<VideoPlaceholder eyebrow="Chat" title="Chat" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/chat-intro.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Chat" title="Chat" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/chat-intro.mp4"
+  captionsSrc="/captions/academy/chat-intro.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
 
-Chat lives inside your workspace, and everything in it, your workflows, tables, knowledge bases, and files, is within its reach. You ask from one place, and Sim works across all of it: answering from your data, operating your workflows, and shaping new systems around the task.
+Chat can use the workflows, tables, knowledge bases, files, and integrations available to you in the workspace. Ask it to find information, run a workflow, or build a new one.
 
 <WhatYouWillLearn
   items={[
@@ -25,7 +26,7 @@ Chat lives inside your workspace, and everything in it, your workflows, tables,
     },
     {
       title: 'It runs your workflows',
-      body: 'Chat runs workflows and puts them on schedules for you, no clicks, no setup. Actions land as toasts, and each resource it touches opens as a tab.',
+      body: 'Ask Chat to run a workflow or create a schedule. Review the action result and open the resource tab to inspect it.',
     },
     {
       title: 'It reaches outside',
@@ -33,7 +34,7 @@ Chat lives inside your workspace, and everything in it, your workflows, tables,
     },
     {
       title: 'The pieces compose',
-      body: 'One sentence can turn the trends it found, your tickets, and your docs into a brand-new workflow, born running, and calling your other workflows itself.',
+      body: 'Ask Chat to build a workflow from the resources it found, then inspect the blocks and test the result.',
     },
   ]}
 />
@@ -54,11 +55,11 @@ Chat lives inside your workspace, and everything in it, your workflows, tables,
 
 </div>
 
-## Everything within reach
+## Work across workspace resources
 
-Chat isn't a help box beside your workspace, it's a command center over it. Every resource you've built is addressable in plain language: the tickets table, the help-center knowledge base, the support-desk workflow. When you ask a question, Sim decides which resources the answer needs, touches them in parallel, and composes the reply.
+Name the resources you want Chat to use, such as a tickets table, help-center knowledge base, or support-desk workflow. Chat can combine information from those resources to answer a request.
 
-Here is the workflow Sim operates in the video: the support desk that triages a ticket, escalates or replies, and logs the result:
+The video uses this support-desk workflow to triage a ticket, reply or escalate, and record the result:
 
 <WorkflowPreview workflow={AV_SUPPORT_DESK_WORKFLOW} />
 
diff --git a/apps/docs/content/docs/academy/files/intro.mdx b/apps/docs/content/docs/academy/files/intro.mdx
index 83fd2730a60..bca5dabeb1e 100644
--- a/apps/docs/content/docs/academy/files/intro.mdx
+++ b/apps/docs/content/docs/academy/files/intro.mdx
@@ -10,7 +10,8 @@ import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview } from '@/components/workflow-preview'
 import { AV_INVOICE_INTAKE_WORKFLOW } from '@/components/workflow-preview/academy-video-workflows'
 
-<VideoPlaceholder eyebrow="Files" title="Files" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/files-intro.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Files" title="Files" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/files-intro.mp4"
+  captionsSrc="/captions/academy/files-intro.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -49,11 +50,9 @@ Sim has native support for **files**, a way to store, reference, and pass around
 
 </div>
 
-## Why you need files
+## Read a document
 
-Most of the work you'd want to automate touches files somewhere. You receive a PDF and need to extract from it. An email needs an image attached. Audio comes in and has to be transcribed. A user uploads a document to process. These aren't edge cases, workflows reference file types as inputs and outputs all the time, so files are a first-class thing in Sim rather than something you work around.
-
-Here is the machine the video follows: an email's attachment read as a file, an agent extracting its fields, and the result written to a table:
+The video follows an email attachment through a File block and an Agent block, then writes the extracted fields to a database:
 
 <WorkflowPreview workflow={AV_INVOICE_INTAKE_WORKFLOW} />
 
@@ -71,7 +70,7 @@ The point isn't a new concept to learn, it's recognizing that the file-based ope
 - Extract structured fields from a batch of PDFs.
 - Produce a rendered document, chart, or audio file as a workflow's output.
 
-If you're thinking "could I automate the thing that involves *that* document?", the answer is almost always yes. Files are how Sim handles the real assets your processes already run on.
+
 
 <FAQ items={[
   { question: "How do files get into a Sim workspace?", answer: "Upload them in a chat, post them to the API, or pull them off an email as attachments with a trigger. However a document arrives, it becomes the same file object inside the workspace." },
diff --git a/apps/docs/content/docs/academy/files/object.mdx b/apps/docs/content/docs/academy/files/object.mdx
index 86ece899e1d..20556bc0232 100644
--- a/apps/docs/content/docs/academy/files/object.mdx
+++ b/apps/docs/content/docs/academy/files/object.mdx
@@ -10,7 +10,8 @@ import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview } from '@/components/workflow-preview'
 import { AV_INVOICE_INTAKE_WORKFLOW } from '@/components/workflow-preview/academy-video-workflows'
 
-<VideoPlaceholder eyebrow="Files" title="The File Object" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/files-object.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Files" title="The File Object" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/files-object.mp4"
+  captionsSrc="/captions/academy/files-object.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -24,8 +25,8 @@ Your workflows make files from very different places: an email attachment, a gen
       body: 'A PDF, an image, and an audio clip arrive from different blocks, each delivered exactly the same way.',
     },
     {
-      title: 'The fields never change',
-      body: "Every file object carries an I.D., a name, a URL where the bytes live, a size, a type, and the content, no matter which block made it.",
+      title: 'Read the file metadata',
+      body: "The common fields include an ID, name, URL, size, and MIME type. File content is not always embedded in the object.",
     },
     {
       title: 'Producers are swappable',
@@ -59,19 +60,19 @@ Your workflows make files from very different places: an email attachment, a gen
 
 ## The common shape
 
-Catch a file mid-run and look inside: an I.D., a name, a URL where the bytes live, a size, a type, and the content itself. A couple more fields exist under the hood, but the shape never changes: which is exactly what lets a Gmail attachment, a generated image, and a text-to-speech clip all feed the same agent without special handling.
+A file object identifies a file through fields such as `id`, `name`, `url`, `size`, and `type`. The bytes may be stored separately; content is not always included inline. Pass the file object to a compatible block, or use the File block to read its content. See [Passing files between blocks](/files/passing-files).
 
-The video closes on this machine: one file object riding the whole chain:
+The video follows an invoice attachment through parsing and extraction:
 
 <WorkflowPreview workflow={AV_INVOICE_INTAKE_WORKFLOW} />
 
-## Why one shape matters
+## Passing files between blocks
 
-Swap which producer feeds the agent, and nothing on the agent side changes. Point the same object at a different consumer, an email, cloud storage, another agent, and it just rides. In the closing machine, an invoice lands in Gmail, gets parsed, an agent extracts the fields, and the result settles in the database: one object carried the whole way through.
+Use a connection tag such as `<file.files[0]>` in a compatible block's file input. The shared object format lets blocks pass file references without copying the file's content into every parameter. The receiving block still determines which file types it can read.
 
 <FAQ items={[
-  { question: "What fields does a file object carry?", answer: "An I.D., a name, a URL where the bytes live, a size, a MIME type, and the content. A few internal fields exist under the hood, but the shape is the same for every file, whatever block made it." },
-  { question: "Why does one common shape matter?", answer: "Producers and consumers compose without special handling. You can swap which block feeds an agent, or point the same file at a different destination, and nothing else changes." },
+  { question: "What fields does a file object carry?", answer: "Common fields include id, name, url, size, and MIME type. Content may be stored separately rather than embedded in the object." },
+  { question: "Why does one common shape matter?", answer: "Blocks can pass the same file reference through compatible file inputs. Check that the receiving block supports the file type." },
   { question: "How does an agent read a file?", answer: "Through the Files field on the Agent block, usually referenced with a connection tag such as <file.files[0]>. The agent reads the document content directly." },
   { question: "Do generated files work the same as uploaded ones?", answer: "Yes. An image from a generator, an audio clip from text-to-speech, and an email attachment all travel as the same object, so downstream blocks treat them identically." },
 ]} />
diff --git a/apps/docs/content/docs/academy/index.mdx b/apps/docs/content/docs/academy/index.mdx
index d1d8668eafc..4a6c5abd01f 100644
--- a/apps/docs/content/docs/academy/index.mdx
+++ b/apps/docs/content/docs/academy/index.mdx
@@ -7,7 +7,8 @@ import { VideoPlaceholder } from '@/components/ui/video-placeholder'
 import { WhatYouWillLearn } from '@/components/ui/what-you-will-learn'
 import { FAQ } from '@/components/ui/faq'
 
-<VideoPlaceholder eyebrow="Get Started" title="What is Sim?" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/what-is-sim.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Get Started" title="What is Sim?" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/what-is-sim.mp4"
+  captionsSrc="/captions/academy/what-is-sim.en.vtt" className="mt-2" />
 
 Sim is a unified workspace for **building and operating AI systems**. Everything you make lives in one place, and everything connects.
 
@@ -31,11 +32,11 @@ A **workspace** is a collection of shared resources and the workflows that use t
 - **Resources** are your data: [tables](/academy/tables/intro) (structured records), [knowledge bases](/academy/knowledge-bases/intro) (searchable memory), and [files](/academy/files/intro) (documents and media).
 - **Workflows** are your processes: the agents and automations that read those resources, act, and write results back.
 
-Everything in a workspace can see everything else in it. A workflow reads a table, searches a knowledge base, produces a file, and the next workflow picks up where it left off.
+Workflows can use workspace resources they have access to: read a table, search a knowledge base, or produce a file for another workflow.
 
 ## Integrations connect you to the outside world
 
-**Integrations** are plugins. They let your resources and workflows reach services beyond Sim, send a Slack message, read a Gmail inbox, write a row to a CRM, call any API. You connect an account once, and any workflow can use it.
+**Integrations** are plugins. They let your resources and workflows reach services beyond Sim, send a Slack message, read a Gmail inbox, write a row to a CRM, call any API. Connect an account and share access with the people or workflows that need it.
 
 So the whole picture is small: a workspace is **data + processes**, integrations plug it into **everything else**, and the rest of this course is just learning each piece and watching them compose.
 
@@ -48,6 +49,5 @@ So the whole picture is small: a workspace is **data + processes**, integrations
   { question: "What is Sim?", answer: "Sim is a visual platform for building AI workflows and agents: you compose triggers, integrations, tables, files, knowledge bases, and AI agent blocks into automated processes, without code." },
   { question: "What does the Academy cover?", answer: "A sequenced video course: workflows and how they execute, the chat as your workspace control plane, building AI agents with tools, skills, and memory, structured data in tables, documents as files, and knowledge bases for retrieval." },
   { question: "Do I need to watch in order?", answer: "Each lesson stands alone, but the sequence builds: workflows first, then chat and agents, then the data resources they work with. If you are new, start with What is Sim and the Workflows section." },
-  { question: "How long are the lessons?", answer: "Each video runs a few minutes, with a written summary, the workflow it builds, chapter markers, and answers to common questions on every page." },
+  { question: "How long are the lessons?", answer: "Most lessons pair a short video with a written explanation. Some include an interactive workflow preview; use-case exercises combine the concepts into a task." },
 ]} />
-
diff --git a/apps/docs/content/docs/academy/knowledge-bases/connectors.mdx b/apps/docs/content/docs/academy/knowledge-bases/connectors.mdx
index 7eb7d137fdf..0768b6c4ebb 100644
--- a/apps/docs/content/docs/academy/knowledge-bases/connectors.mdx
+++ b/apps/docs/content/docs/academy/knowledge-bases/connectors.mdx
@@ -8,7 +8,8 @@ import { WhatYouWillLearn } from '@/components/ui/what-you-will-learn'
 import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 
-<VideoPlaceholder eyebrow="Knowledge Bases" title="Connectors" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/kb-connectors.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Knowledge Bases" title="Connectors" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/kb-connectors.mp4"
+  captionsSrc="/captions/academy/kb-connectors.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -31,7 +32,7 @@ You can upload documents to a knowledge base by hand, but your documents usually
     },
     {
       title: 'Answers reflect the source',
-      body: 'Agents searching the knowledge base read the synced content: so an answer reflects the document as it is now, not as it was at import.',
+      body: 'Agents read the content from the latest successful sync. Source changes become available after the next sync processes them.',
     },
   ]}
 />
@@ -58,9 +59,9 @@ You can upload documents to a knowledge base by hand, but your documents usually
 
 The video follows one connector through its whole life: picking Notion as the source, authorizing the account, scoping which pages sync, and choosing the frequency. The first import brings everything in scope into the knowledge base as chunks. From then on the connector re-syncs on schedule: a page edited at the source is re-imported, and a page deleted at the source leaves the knowledge base.
 
-## Why it matters
+## Check sync status
 
-Knowledge that drifts out of date is worse than no knowledge: an agent will confidently answer from a stale document. A connector makes the knowledge base track the source, so the answers your agents give reflect what your documents say now.
+After changing a source document, check that the next sync succeeds before testing an answer that depends on the change. Choose a sync frequency that matches how often the source changes.
 
 <FAQ items={[
   { question: "Which sources can a knowledge base connect to?", answer: "Tools where documents live, such as Notion. A connector authorizes the account, scopes which pages or folders sync, and imports everything in scope." },
diff --git a/apps/docs/content/docs/academy/knowledge-bases/intro.mdx b/apps/docs/content/docs/academy/knowledge-bases/intro.mdx
index 1f19ccd1e47..78dd8a67b42 100644
--- a/apps/docs/content/docs/academy/knowledge-bases/intro.mdx
+++ b/apps/docs/content/docs/academy/knowledge-bases/intro.mdx
@@ -9,7 +9,8 @@ import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview, SUPPORT_KB_WORKFLOW } from '@/components/workflow-preview'
 
-<VideoPlaceholder eyebrow="Knowledge Bases" title="Knowledge Bases" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/knowledge-bases.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Knowledge Bases" title="Knowledge Bases" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/knowledge-bases.mp4"
+  captionsSrc="/captions/academy/knowledge-bases.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -28,7 +29,7 @@ A **knowledge base** gives your workflows searchable memory. You put in large vo
     },
     {
       title: 'How it grounds an answer',
-      body: 'A search returns the most relevant chunks with similarity scores; feeding those into the model produces accurate, cited answers.',
+      body: 'A search returns relevant chunks with similarity scores. Pass them to the agent and ask it to support its answer with those sources.',
     },
   ]}
 />
@@ -75,9 +76,7 @@ Use a Knowledge block with a query and it returns the most relevant chunks, each
 
 ## Grounding an answer
 
-On its own, that's retrieval. The power comes one step later: feed those chunks into an [Agent](/academy/agents/intro) block's context, and the model answers from your actual documents, accurate, up to date, and able to **cite** where each fact came from. That's grounding plus retrieval.
-
-Knowledge bases power systems that need to give agents accurate, current context, and they're where you store what your systems learn over time.
+Pass the retrieved chunks into an [Agent](/academy/agents/intro) block and instruct it to answer from that material and cite its sources. Review the retrieved passages and final answer in the logs. The answer can only reflect documents that have been added or successfully synced.
 
 <FAQ items={[
   { question: "What is a knowledge base in Sim?", answer: "A workspace resource that holds your documents processed into searchable chunks, so agents and workflows can retrieve the most relevant passages instead of stuffing whole documents into context." },
diff --git a/apps/docs/content/docs/academy/tables/intro.mdx b/apps/docs/content/docs/academy/tables/intro.mdx
index c700d582cf6..9ff7d1bfb24 100644
--- a/apps/docs/content/docs/academy/tables/intro.mdx
+++ b/apps/docs/content/docs/academy/tables/intro.mdx
@@ -9,7 +9,8 @@ import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview, TABLE_ENRICH_WORKFLOW } from '@/components/workflow-preview'
 
-<VideoPlaceholder eyebrow="Tables" title="Tables" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/tables.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Tables" title="Tables" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/tables.mp4"
+  captionsSrc="/captions/academy/tables.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -28,7 +29,7 @@ A **table** stores structured data: columns are the types, rows are the entries.
     },
     {
       title: 'Scale with workflow columns',
-      body: 'Workflow columns run an operation across every row in parallel, making a table a surface for automation at scale.',
+      body: 'Workflow columns run a workflow for each selected row and write the results into output columns.',
     },
   ]}
 />
@@ -70,15 +71,13 @@ A surprising amount of real business work decomposes into a few operations over
 
 Once you see a use case that way, building it in Sim is mostly wiring those operations together.
 
-## A surface for scale
+## Run workflows from rows
 
-Tables aren't only storage, they're a working surface for your AI systems. **Workflow columns** let you run an operation across every row at once, in parallel, so a table becomes the place you launch and track work in bulk.
-
-That makes a table a powerful interface for automation: the place you manage and operate agentic processes at scale.
+[Workflow columns](/academy/tables/workflow-columns) map row values to workflow inputs and write results to output columns. Run selected rows, inspect their traces, and enable auto-run when new or changed rows should trigger the workflow.
 
 <FAQ items={[
   { question: "How is a Sim table different from a spreadsheet?", answer: "Every column has a declared type, so records keep a reliable shape: numbers sort as numbers, dates as dates, and booleans render as real checkboxes. It behaves like a lightweight database inside your workspace." },
-  { question: "What column types are available?", answer: "Text, Number, Boolean, Date, and JSON, plus workflow columns, which are filled by a workflow you attach rather than typed in." },
+  { question: "What column types are available?", answer: "Choose a column type from the table header to define how values are stored and edited. Workflow columns are filled from a workflow output. See the Tables overview for the available types." },
   { question: "Can I add columns after the table has data?", answer: "Yes. New columns are added from the table header at any time, and existing rows simply gain the new field." },
   { question: "What do teams use tables for?", answer: "Leads, support tickets, orders, inventory, evaluation scores: any structured record your workflows read from or write to. Tables are the working memory of an automated workspace." },
 ]} />
diff --git a/apps/docs/content/docs/academy/tables/operations.mdx b/apps/docs/content/docs/academy/tables/operations.mdx
index 0a405368c70..f443b2e2863 100644
--- a/apps/docs/content/docs/academy/tables/operations.mdx
+++ b/apps/docs/content/docs/academy/tables/operations.mdx
@@ -10,7 +10,8 @@ import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview } from '@/components/workflow-preview'
 import { AV_TABLE_OPS_WORKFLOW } from '@/components/workflow-preview/academy-video-workflows'
 
-<VideoPlaceholder eyebrow="Tables" title="Table Operations" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/tables-operations.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Tables" title="Table Operations" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/tables-operations.mp4"
+  captionsSrc="/captions/academy/tables-operations.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
diff --git a/apps/docs/content/docs/academy/tables/workflow-columns.mdx b/apps/docs/content/docs/academy/tables/workflow-columns.mdx
index 9ffc44bf709..8957129b1d4 100644
--- a/apps/docs/content/docs/academy/tables/workflow-columns.mdx
+++ b/apps/docs/content/docs/academy/tables/workflow-columns.mdx
@@ -8,22 +8,23 @@ import { WhatYouWillLearn } from '@/components/ui/what-you-will-learn'
 import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 
-<VideoPlaceholder eyebrow="Tables" title="Workflow Columns" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/tables-workflow-columns.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Tables" title="Workflow Columns" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/tables-workflow-columns.mp4"
+  captionsSrc="/captions/academy/tables-workflow-columns.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
 
-A workflow column doesn't hold typed-in values, it holds the **output of a workflow**, run once per row. Attach the workflow, bind its input to a column and its output to the column it fills, and the table starts doing the work itself: one run for every row, cascading through stages, updating as new rows arrive.
+A workflow column stores a workflow output for each row. Configure a workflow group to map row values to inputs and select one or more output columns. Run rows manually, or enable **Auto-run workflow** to process new and changed rows.
 
 <WhatYouWillLearn
   items={[
     {
       title: 'Attach, bind, run',
-      body: "A workflow column is defined in one panel: which workflow runs, which column feeds its input, and which column receives its output: one run per row, one cell per run.",
+      body: "Configure the workflow, map input columns, and select its output columns. One row run can fill several output columns.",
     },
     {
       title: 'Stages cascade',
-      body: 'Columns can read columns that other workflow columns fill. Add a scorer that reads the domain column, and a new row flows through the whole pipeline without a click.',
+      body: 'A workflow group can read outputs from another group. Enable auto-run and configure Run after dependencies to process the stages in order.',
     },
     {
       title: 'Every cell is a run',
@@ -58,9 +59,11 @@ A workflow column doesn't hold typed-in values, it holds the **output of a workf
 
 </div>
 
-## How a workflow column is defined
+## Configure a workflow group
 
-Everything that defines a workflow column lives in one panel: the workflow that runs, the column bound to its input, and the column that receives its output. On every row, the workflow reads that row's values and writes one cell back, right beside its source. Attach a second stage that reads what the first one filled, and rows flow through the pipeline in order.
+Select the workflow, map row values to its inputs, and choose the columns that receive its outputs. A single row run can write several columns. If a later group depends on those outputs, configure **Run after** and enable **Auto-run workflow** for the stages that should run automatically.
+
+![Configure workflow dialog with three output columns selected, Auto-run enabled, and Run after dependencies](/static/tables/workflow-columns/configure-workflow.png)
 
 ## Watching it run
 
@@ -68,11 +71,11 @@ Run a single row and the cell reports the run as it moves, queued, then running,
 
 ## Every cell records its run
 
-Take one value: a lead score of 75. The cell remembers the run that wrote it: open its menu and view the execution, a real trace where every block is a span, with its timing and cost. That's true all the way down the column: every cell is its own run. When a row fails, the cell says so, its trace shows which block failed and why, and re-running the cell re-runs the workflow for just that row.
+Take one value: a lead score of 75. The cell remembers the run that wrote it: open its menu and view the execution, a real trace where every block is a span, with its timing and cost. Output cells from the same workflow group can share a row run. When a row fails, the cell says so, its trace shows which block failed and why, and re-running the cell re-runs the workflow for just that row.
 
 <FAQ items={[
-  { question: "What is a workflow column?", answer: "A table column whose values are produced by a workflow instead of typed in. You attach one of your workflows, bind its input to a column and its output to the column it fills, and it runs once per row." },
-  { question: "Can workflow columns depend on each other?", answer: "Yes. A column can read a column another workflow fills, so stages cascade: a new row gets its domain first, then its score, without a click." },
+  { question: "What is a workflow column?", answer: "A table column filled by a workflow output. Configure a workflow group with input mappings and one or more output columns; the workflow runs for each row you process." },
+  { question: "Can workflow columns depend on each other?", answer: "Yes. Map the earlier output as an input, configure Run after dependencies, and enable auto-run for stages that should run automatically." },
   { question: "What happens when a row's run fails?", answer: "The cell shows the error, and its trace records exactly which block failed and why. Re-running the cell runs the workflow again for just that row." },
   { question: "Can I see why a cell has the value it does?", answer: "Every cell in a workflow column keeps the full trace of the run that wrote it: every block as a span, with timing and cost. Open the cell's menu and view the execution." },
 ]} />
diff --git a/apps/docs/content/docs/academy/use-cases/document-extraction.mdx b/apps/docs/content/docs/academy/use-cases/document-extraction.mdx
index d4aa2203a20..44f1f1b2ba7 100644
--- a/apps/docs/content/docs/academy/use-cases/document-extraction.mdx
+++ b/apps/docs/content/docs/academy/use-cases/document-extraction.mdx
@@ -3,41 +3,27 @@ title: Document Intake & Extraction
 description: A pipeline that takes incoming documents, extracts the fields you care about, and writes structured rows you can act on.
 ---
 
-import { VideoPlaceholder } from '@/components/ui/video-placeholder'
-import { WhatYouWillLearn } from '@/components/ui/what-you-will-learn'
-import { VideoChapters } from '@/components/ui/video-chapters'
+Build an invoice intake workflow that reads a file, extracts a fixed set of fields, and writes a row to a table. Start with one document before adding batch processing.
 
-<VideoPlaceholder eyebrow="Use case" title="Document Intake & Extraction" className="mt-2" />
+## Prepare the inputs
 
-<div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
-<div>
+Create a table with columns for `source_file`, `invoice_number`, `vendor`, `invoice_date`, `total`, and `review_status`. Choose column types that match the values you want to store. Keep the source file reference so you can check an extraction against the original.
 
-Turn a pile of unstructured documents, invoices, contracts, forms, into structured data. The workflow reads each file, extracts the fields that matter, and writes them as rows you can query and process.
+## Build the workflow
 
-<WhatYouWillLearn
-  items={[
-    { title: 'Read real files', body: 'Take a PDF or image in and pull its contents into the workflow.' },
-    { title: 'Extract with an agent', body: 'Use a structured output so the agent returns clean, predictable fields.' },
-    { title: 'Persist the result', body: 'Write each extraction as a row in a table for downstream work.' },
-  ]}
-/>
+1. Pass an invoice into the workflow through an upload or an integration attachment. Use the [File block](/files/using-in-workflows) to read it, or pass it to an Agent model that supports the file type.
+2. Configure an [Agent block](/workflows/blocks/agent) to extract the table fields. Define a structured output and instruct it to leave missing fields empty instead of inferring a value.
+3. Add a [Condition](/workflows/blocks/condition) to check required fields before writing. Route incomplete results to a review path.
+4. Use the [Table block](/tables/using-in-workflows) to insert the extracted values, source reference, and review status.
 
-</div>
+## Check the result
 
-<VideoChapters
-  chapters={[
-    { title: 'The problem', time: '0:00' },
-    { title: 'Bring a file in', time: '0:35' },
-    { title: 'Extract structured fields', time: '1:20' },
-    { title: 'Write rows to a table', time: '2:15' },
-    { title: 'Run it on a batch', time: '3:00' },
-  ]}
-/>
+Run one complete invoice and compare the stored values with the original. Then test a document missing its invoice number and a document the reader cannot parse. Confirm that those cases reach the review path instead of creating a complete-looking row.
 
-</div>
+Once the single-file workflow behaves as expected, use a [Loop or Parallel block](/academy/workflows/loops) to process a collection. Inspect the [logs](/logs-debugging) for each document.
 
-## What you'll build
+## Continue learning
 
-A **file** comes in, an **Agent** block extracts the fields into a [structured output](/academy/agents/intro) so the shape is predictable, and a **Table** block writes the row. Run it across a batch and a folder of documents becomes a queryable table.
-
-This composes [files](/academy/files/intro), [agents](/academy/agents/intro), and [tables](/academy/tables/intro).
+- [Passing files between blocks](/files/passing-files)
+- [The File Object](/academy/files/object)
+- [Table Operations](/academy/tables/operations)
diff --git a/apps/docs/content/docs/academy/use-cases/monitoring-research.mdx b/apps/docs/content/docs/academy/use-cases/monitoring-research.mdx
index 89d736c4f28..5120b01be34 100644
--- a/apps/docs/content/docs/academy/use-cases/monitoring-research.mdx
+++ b/apps/docs/content/docs/academy/use-cases/monitoring-research.mdx
@@ -3,41 +3,30 @@ title: Monitoring & Automated Research
 description: A scheduled agent that watches sources you care about, researches what changed, and reports back, on its own.
 ---
 
-import { VideoPlaceholder } from '@/components/ui/video-placeholder'
-import { WhatYouWillLearn } from '@/components/ui/what-you-will-learn'
-import { VideoChapters } from '@/components/ui/video-chapters'
+Build a scheduled research workflow that checks a defined set of sources and saves a report. To report what changed, give each run the previous findings as a baseline.
 
-<VideoPlaceholder eyebrow="Use case" title="Monitoring & Automated Research" className="mt-2" />
+## Define the report
 
-<div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
-<div>
+Choose the sources, the questions to answer, and the schedule. For example: review three competitors each weekday and report product announcements with a source URL and publication date.
 
-Build a system that runs on a schedule, checks the sources you care about, researches what's new, and delivers a synthesized report, competitor moves, market signals, anything worth watching, without you asking each time.
+Create a table or file for the previous report. The first run establishes the baseline; later runs compare new findings with it.
 
-<WhatYouWillLearn
-  items={[
-    { title: 'Run on a schedule', body: 'Trigger a workflow on a timer so the work happens on its own.' },
-    { title: 'Research with tools', body: 'Let an agent search the web, read pages, and synthesize findings.' },
-    { title: 'Deliver the result', body: 'Post a summary to Slack or save a report file each run.' },
-  ]}
-/>
+## Build the workflow
 
-</div>
+1. Add a [Schedule trigger](/workflows/triggers/schedule) and configure the frequency and timezone.
+2. Read the previous report from a table or file.
+3. Give an [Agent](/academy/agents/tool-calling) the search and page-reading tools it needs. Include the source list, research questions, and previous findings in its instructions.
+4. Ask for a report that separates new findings from previously reported items and includes the supporting URLs. When nothing relevant changed, return a short no-change result.
+5. [Save the report as a file](/files/generating) or send it to a configured [Slack](/integrations/slack) channel. Store the successful report as the baseline for the next run.
 
-<VideoChapters
-  chapters={[
-    { title: 'The problem', time: '0:00' },
-    { title: 'Schedule trigger', time: '0:35' },
-    { title: 'Research with tools', time: '1:25' },
-    { title: 'Synthesize findings', time: '2:20' },
-    { title: 'Deliver the report', time: '3:10' },
-  ]}
-/>
+## Check the result
 
-</div>
+Run the workflow manually before enabling the schedule. Check that each claim is supported by its linked source and that a second run does not present the same findings as new. Test an unavailable source and confirm that the report identifies the gap.
 
-## What you'll build
+Review the [logs](/logs-debugging) to see which sources were searched and whether the report was saved or delivered.
 
-A **Schedule trigger** kicks the workflow off. An **Agent** block with search tools gathers and reads sources, synthesizes what changed, and a final step delivers it: a Slack message, or a saved report [file](/academy/files/intro).
+## Continue learning
 
-This composes [workflows](/academy/workflows/intro), [agents](/academy/agents/intro), and [files](/academy/files/intro).
+- [Tool Calling](/academy/agents/tool-calling)
+- [Generating files](/files/generating)
+- [Deployment](/academy/workflows/deployment)
diff --git a/apps/docs/content/docs/academy/use-cases/sales-data-enrichment.mdx b/apps/docs/content/docs/academy/use-cases/sales-data-enrichment.mdx
index f5b716b244f..e762edb588f 100644
--- a/apps/docs/content/docs/academy/use-cases/sales-data-enrichment.mdx
+++ b/apps/docs/content/docs/academy/use-cases/sales-data-enrichment.mdx
@@ -3,41 +3,32 @@ title: Sales Data Management & Enrichment
 description: A table-backed system that takes thin lead records, enriches them in parallel, scores them, and writes the results back.
 ---
 
-import { VideoPlaceholder } from '@/components/ui/video-placeholder'
-import { WhatYouWillLearn } from '@/components/ui/what-you-will-learn'
-import { VideoChapters } from '@/components/ui/video-chapters'
+Build a lead table that runs a workflow for each row, enriches the company record, and writes a fit score with supporting evidence.
 
-<VideoPlaceholder eyebrow="Use case" title="Sales Data Management & Enrichment" className="mt-2" />
+## Prepare the table and workflow
 
-<div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
-<div>
+Create input columns such as `company_name` and `domain`, plus output columns such as `industry`, `fit_score`, `fit_reason`, and `source_urls`.
 
-Run your sales pipeline as data. Start with thin lead records in a table, enrich each one, company info, fit signals, score it, and write the results back, all in parallel across the whole table.
+Build a workflow that accepts the input values, looks up the company with your chosen integration or research tools, and returns a structured result. Give the [Agent](/academy/agents/intro) explicit scoring criteria. For example, define which industries qualify and how missing evidence should affect the result.
 
-<WhatYouWillLearn
-  items={[
-    { title: 'Treat a table as the system', body: 'Hold leads as rows and operate over them in bulk.' },
-    { title: 'Enrich and score', body: 'Look up each lead, gather context, and let an agent score the fit.' },
-    { title: 'Run at scale', body: 'Use workflow columns to process every row in parallel.' },
-  ]}
-/>
+## Connect the workflow to rows
 
-</div>
+1. Add a [workflow group](/tables/workflow-columns) to the table and select the enrichment workflow.
+2. Map the row's company name and domain to the workflow inputs.
+3. Select and map the output columns. One row run can fill several columns.
+4. Run a single row and compare the values and cited sources with the company you intended to enrich.
+5. Run a small selection of rows. Enable **Auto-run workflow** only when new or changed rows should run automatically.
 
-<VideoChapters
-  chapters={[
-    { title: 'The problem', time: '0:00' },
-    { title: 'Leads as a table', time: '0:35' },
-    { title: 'Enrich each row', time: '1:20' },
-    { title: 'Score the fit', time: '2:10' },
-    { title: 'Run in parallel', time: '3:00' },
-  ]}
-/>
+![Configure workflow dialog with multiple output columns, Auto-run, and Run after settings](/static/tables/workflow-columns/configure-workflow.png)
 
-</div>
+## Check the result
 
-## What you'll build
+Test a company with a known domain, an ambiguous company name, and a row missing both. Confirm that uncertain matches are identified instead of receiving an unsupported score.
 
-Leads live in a **table**. A **workflow column** runs per row: it enriches the record, an **Agent** block scores the fit, and the results are written straight back into the table. The table becomes both the queue and the record.
+Open an output cell's menu to inspect the row's execution trace. If a run fails, inspect the failed block and rerun that row after fixing the cause. When one enrichment stage depends on another, configure **Run after** dependencies.
 
-This is [tables](/academy/tables/intro) and [agents](/academy/agents/intro) composed into a pipeline that operates at scale.
+## Continue learning
+
+- [Workflow Columns](/academy/tables/workflow-columns)
+- [Table Operations](/academy/tables/operations)
+- [Logs](/academy/workflows/logs)
diff --git a/apps/docs/content/docs/academy/use-cases/slack-it-triage.mdx b/apps/docs/content/docs/academy/use-cases/slack-it-triage.mdx
index fe26287afa7..0a686884ee3 100644
--- a/apps/docs/content/docs/academy/use-cases/slack-it-triage.mdx
+++ b/apps/docs/content/docs/academy/use-cases/slack-it-triage.mdx
@@ -3,41 +3,29 @@ title: Slack IT Triage Bot
 description: An agent that watches a Slack channel, classifies incoming IT requests, answers what it can from your docs, and routes the rest.
 ---
 
-import { VideoPlaceholder } from '@/components/ui/video-placeholder'
-import { WhatYouWillLearn } from '@/components/ui/what-you-will-learn'
-import { VideoChapters } from '@/components/ui/video-chapters'
+Build an IT triage workflow that reads messages from a configured Slack channel, searches your support documentation, and either drafts a supported reply or sends the request for human review.
 
-<VideoPlaceholder eyebrow="Use case" title="Slack IT Triage Bot" className="mt-2" />
+## Prepare the sources
 
-<div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
-<div>
+Connect the [Slack integration](/integrations/slack) and choose a test channel. Create a [knowledge base](/knowledgebase) containing the IT procedures the workflow should use, such as password reset and device setup instructions.
 
-Build an agent that lives in a Slack channel: it reads each incoming IT request, decides what kind it is, answers the ones it can from your internal docs, and routes the rest to the right person.
+Define the outcomes before building: answer from a documented procedure, escalate to a person, or create a ticket. Choose the destination for each path.
 
-<WhatYouWillLearn
-  items={[
-    { title: 'Trigger on real events', body: 'Start a workflow from a Slack message and read its contents.' },
-    { title: 'Let an agent decide', body: 'Classify the request and route it, answer, escalate, or file a ticket.' },
-    { title: 'Ground the answer', body: 'Search a knowledge base of IT docs so replies are accurate and cited.' },
-  ]}
-/>
+## Build the workflow
 
-</div>
+1. Configure a Slack trigger for the channel and pass the message into the workflow. Exclude the bot's own replies so they do not trigger another reply.
+2. Use an [Agent](/academy/agents/intro) to classify the request and search the knowledge base. Ask it to return a structured decision, draft reply, source references, and an escalation reason when the documentation is insufficient.
+3. Use a [Condition or Router](/academy/workflows/branching) to choose the outcome. Send the supported reply to Slack, or route the request and context to the configured person or ticketing integration.
+4. Keep the incoming message reference with the outcome so reviewers can find the original request.
 
-<VideoChapters
-  chapters={[
-    { title: 'The problem', time: '0:00' },
-    { title: 'Slack trigger', time: '0:30' },
-    { title: 'Classify and route', time: '1:10' },
-    { title: 'Answer from the docs', time: '2:00' },
-    { title: 'Escalate the rest', time: '2:50' },
-  ]}
-/>
+## Check the result
 
-</div>
+In the test channel, try a question answered by the docs, an unfamiliar request, and a message sent by the bot itself. Check that the supported answer cites the relevant procedure, the unfamiliar request reaches the review path, and the bot's reply does not create a loop.
 
-## What you'll build
+Inspect the [logs](/logs-debugging) for the retrieved passages, classification, chosen branch, and delivery result before moving the workflow to the intended channel.
 
-A **Slack trigger** starts the workflow on each new message. An **Agent** block classifies the request and decides the path: a **knowledge-base search** drafts an answer for common questions, while anything it can't resolve is routed to a human or filed as a ticket. Every run is recorded in the [logs](/logs-debugging).
+## Continue learning
 
-This pulls together [workflows](/academy/workflows/intro), [agents](/academy/agents/intro), and [knowledge bases](/academy/knowledge-bases/intro) into one system: the foundations, composed.
+- [Knowledge Bases](/academy/knowledge-bases/intro)
+- [Branching](/academy/workflows/branching)
+- [Slack integration](/integrations/slack)
diff --git a/apps/docs/content/docs/academy/workflows/branching.mdx b/apps/docs/content/docs/academy/workflows/branching.mdx
index 7074c76df6f..43c4ceee3f1 100644
--- a/apps/docs/content/docs/academy/workflows/branching.mdx
+++ b/apps/docs/content/docs/academy/workflows/branching.mdx
@@ -9,7 +9,8 @@ import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview, CONDITION_ROUTE_WORKFLOW } from '@/components/workflow-preview'
 
-<VideoPlaceholder eyebrow="Workflows" title="Branching" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-branching.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Workflows" title="Branching" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-branching.mp4"
+  captionsSrc="/captions/academy/workflows-branching.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
diff --git a/apps/docs/content/docs/academy/workflows/deployment.mdx b/apps/docs/content/docs/academy/workflows/deployment.mdx
index daebc36f68c..8b0984f697c 100644
--- a/apps/docs/content/docs/academy/workflows/deployment.mdx
+++ b/apps/docs/content/docs/academy/workflows/deployment.mdx
@@ -9,7 +9,8 @@ import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview, RESPONSE_API_WORKFLOW } from '@/components/workflow-preview'
 
-<VideoPlaceholder eyebrow="Workflows" title="Deployment" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-deployments.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Workflows" title="Deployment" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-deployments.mp4"
+  captionsSrc="/captions/academy/workflows-deployments.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -56,9 +57,9 @@ Here's the shape of the workflow you'll deploy: a Start block, a chain, and a re
 
 <WorkflowPreview workflow={RESPONSE_API_WORKFLOW} />
 
-## Deploy gives it an address
+## Publish a version
 
-Deploying publishes the workflow and gives it an **address**. Nothing inside the chain changes, same blocks, same Start block, same logic. What's new is that the workflow is now **live** and reachable from outside, at a stable, versioned URL. A deployment is a snapshot, so you can promote new versions and roll back.
+A deployment publishes a snapshot of the workflow. Requests use that version while you continue editing; publish a new version when the changes are ready, or roll back when needed.
 
 ## A call from outside
 
@@ -69,14 +70,12 @@ An external request comes in, hits that address, and flows straight into the **S
 The one deployed workflow can be reached three ways, and you choose which:
 
 - **API**, other systems POST to an endpoint and get the response back.
-- **Chat**, a hosted chat page anyone can open; each message becomes the workflow's input.
+- **Chat**, a hosted chat page with the access settings you configure; each message becomes the workflow's input.
 - **MCP**, the workflow becomes a tool that other AI agents (like Cursor or Claude) can call.
 
 Same blocks underneath, same Start, just different doors in.
 
-## Runs when they run it
 
-Once deployed, the workflow runs on demand, whenever a caller hits it, with no one in the editor. The same process you built is now an operational system.
 
 <FAQ items={[
   { question: "What does deploying a workflow actually do?", answer: "It gives the workflow an address the outside world can call. The same Start block then answers API requests, chat messages, or MCP tool calls, depending on the surface you enable." },
diff --git a/apps/docs/content/docs/academy/workflows/intro.mdx b/apps/docs/content/docs/academy/workflows/intro.mdx
index 30e1bb89df4..b5eeb524c23 100644
--- a/apps/docs/content/docs/academy/workflows/intro.mdx
+++ b/apps/docs/content/docs/academy/workflows/intro.mdx
@@ -9,7 +9,8 @@ import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview, CLASSIFY_REPLY_WORKFLOW } from '@/components/workflow-preview'
 
-<VideoPlaceholder eyebrow="Workflows" title="Workflows" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-intro.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Workflows" title="Workflows" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-intro.mp4"
+  captionsSrc="/captions/academy/workflows-intro.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -75,7 +76,7 @@ So if `A` feeds both `B` and `C`, then `B` and `C` start at the same moment `A`
 
 From those primitives you get expressive control flow: **branch** down one path or another with a Condition or Router, **loop** over a list, run work in **parallel** across many items. These are the expressive core of what you'll build, and they're all just blocks and connections.
 
-Everything complicated: an automated software factory, an autonomous triage system that takes action on its own, is built from these same simple primitives. You start with a few blocks; the platform scales to your ambition. As you get more comfortable, the workflows you compose get richer, more branches, more agents, more reach, without ever leaving the same model you learned here. We're glad you're on this journey: Sim is built of simple primitives that compose into anything you can imagine.
+
 
 <FAQ items={[
   { question: "What is a workflow in Sim?", answer: "A visual program made of blocks on a canvas. Each block does one job, such as running an AI agent, calling an integration, or writing to a table, and connections carry data between them left to right." },
diff --git a/apps/docs/content/docs/academy/workflows/logs.mdx b/apps/docs/content/docs/academy/workflows/logs.mdx
index 36a4e01a0c9..86c1763a32a 100644
--- a/apps/docs/content/docs/academy/workflows/logs.mdx
+++ b/apps/docs/content/docs/academy/workflows/logs.mdx
@@ -9,7 +9,8 @@ import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview, ROUTER_TRIAGE_WORKFLOW } from '@/components/workflow-preview'
 
-<VideoPlaceholder eyebrow="Workflows" title="Logs" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-logs.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Workflows" title="Logs" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-logs.mp4"
+  captionsSrc="/captions/academy/workflows-logs.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -49,7 +50,7 @@ Every time a workflow runs, Sim writes down exactly what happened: the trigger,
 
 ## Every run leaves a record
 
-When a workflow runs, the run isn't a black box. Sim records the **trigger** that started it, every **block** in the order it executed, and for each block its **input**, its **output**, its **timing**, and an error message if it failed. Nothing about a run is a mystery; it all gets written down.
+When a workflow runs, the run isn't a black box. Sim records the **trigger** that started it, every **block** in the order it executed, and for each block its **input**, its **output**, its **timing**, and an error message if it failed. Use these recorded fields to compare the run with what you expected.
 
 Here's the kind of workflow whose runs you'll read: a trigger, an agent, and the branches it routes between:
 
@@ -67,9 +68,7 @@ Selecting a block shows everything it actually did: the **input** it received, t
 
 The log also shows where every value came from. A block's input names the block that produced it: a connection tag like `<triage.content>`. So to debug, you start from the **wrong value** and step **backwards**: which block produced it, what that block read, and on back through the chain until you reach the source. Debugging a workflow is reading its log backward from the symptom.
 
-## Every run writes one
 
-You don't enable any of this: every run produces a log automatically. When a workflow does something you didn't expect, the log is the first place to look, because it's the one place that records what actually happened.
 
 <FAQ items={[
   { question: "Do I need to enable logging?", answer: "No. Every run writes a complete log automatically: the trigger, every block in order, and each block's input, output, timing, and any error." },
diff --git a/apps/docs/content/docs/academy/workflows/loops.mdx b/apps/docs/content/docs/academy/workflows/loops.mdx
index 55c8353261e..f804158be10 100644
--- a/apps/docs/content/docs/academy/workflows/loops.mdx
+++ b/apps/docs/content/docs/academy/workflows/loops.mdx
@@ -1,6 +1,6 @@
 ---
 title: Loops & Parallel
-description: "Repeat the same steps over a collection: the Loop block runs them one item at a time, the Parallel block runs every item at once."
+description: "Repeat the same steps over a collection: the Loop block runs them one item at a time, the Parallel block runs items in concurrent batches."
 ---
 
 import { VideoPlaceholder } from '@/components/ui/video-placeholder'
@@ -9,7 +9,8 @@ import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview, LOOP_WORKFLOW } from '@/components/workflow-preview'
 
-<VideoPlaceholder eyebrow="Workflows" title="Loops & Parallel" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-loops.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Workflows" title="Loops & Parallel" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-loops.mp4"
+  captionsSrc="/captions/academy/workflows-loops.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
@@ -27,8 +28,8 @@ Repeating the same steps across a whole collection is one of the most fundamenta
       body: 'The Loop block iterates sequentially, item by item in order, when each step can depend on the last.',
     },
     {
-      title: 'Parallel runs all at once',
-      body: 'The Parallel block runs every item concurrently, far faster when the items are independent.',
+      title: 'Parallel runs concurrent batches',
+      body: 'The Parallel block runs independent items concurrently, using a configurable batch size.',
     },
   ]}
 />
@@ -62,19 +63,17 @@ Here's the shape of it: a container wrapping the blocks it repeats over the coll
 
 Inside the container, every iteration gets the **current item** to work on (and its index). That's how one lane of blocks becomes a run per lead, per row, or per file: the steps stay the same, the data changes each pass.
 
-## One at a time, or all at once
+## Sequential or concurrent
 
-This is the whole difference between the two blocks:
-
-- **Loop** runs the items **sequentially**, one finishes before the next begins. Reach for it when each step builds on the last, or when you need to respect order or rate limits.
-- **Parallel** runs them **all at once**, every item concurrently. Reach for it when the items are independent; it's dramatically faster across a large collection.
+- **Loop** runs items sequentially: one finishes before the next begins. Use it when an iteration depends on the previous one or the calls need to stay in order.
+- **Parallel** runs independent items in concurrent batches. Set **Batch Size** from 1 to 20; larger collections run in successive batches. Choose a size that fits the service you are calling.
 
 ## Swapping the container
 
 Because the two blocks share the same shape, you can **swap a Loop for a Parallel** (or back) without rewiring anything inside. Same logic, different execution, sequential or concurrent, chosen by which container you wrap it in.
 
 <FAQ items={[
-  { question: "What is the difference between Loop and Parallel?", answer: "Both repeat the blocks inside them over a collection. The Loop runs one item at a time in order; the Parallel block runs every item at once. The results collect the same way in both." },
+  { question: "What is the difference between Loop and Parallel?", answer: "Both repeat the blocks inside them over a collection. The Loop runs one item at a time in order; the Parallel block runs items concurrently in batches. The results collect the same way in both." },
   { question: "How do the blocks inside know which item they are on?", answer: "Through the container's references, such as the current item tag: each pass sees its own item, and downstream blocks read the collected results when the container finishes." },
   { question: "When should I prefer a sequential Loop?", answer: "When passes depend on each other, when order matters, or when you want to control the pace of calls to an external service. Reach for Parallel when items are independent and speed matters." },
 ]} />
diff --git a/apps/docs/content/docs/academy/workflows/subworkflows.mdx b/apps/docs/content/docs/academy/workflows/subworkflows.mdx
index 4443c32b082..731b33bbff2 100644
--- a/apps/docs/content/docs/academy/workflows/subworkflows.mdx
+++ b/apps/docs/content/docs/academy/workflows/subworkflows.mdx
@@ -9,7 +9,8 @@ import { VideoChapters } from '@/components/ui/video-chapters'
 import { FAQ } from '@/components/ui/faq'
 import { WorkflowPreview, WORKFLOW_CALL_WORKFLOW } from '@/components/workflow-preview'
 
-<VideoPlaceholder eyebrow="Workflows" title="Subworkflows" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-subworkflows.mp4" className="mt-2" />
+<VideoPlaceholder eyebrow="Workflows" title="Subworkflows" src="https://nnjgp7vypgx4myuq.public.blob.vercel-storage.com/academy/workflows-subworkflows.mp4"
+  captionsSrc="/captions/academy/workflows-subworkflows.en.vtt" className="mt-2" />
 
 <div className="mt-8 grid grid-cols-1 items-start gap-10 lg:grid-cols-[1fr_300px]">
 <div>
diff --git a/apps/docs/content/docs/agents/choosing.mdx b/apps/docs/content/docs/agents/choosing.mdx
index f888b836ee7..55cb9017ad2 100644
--- a/apps/docs/content/docs/agents/choosing.mdx
+++ b/apps/docs/content/docs/agents/choosing.mdx
@@ -4,7 +4,6 @@ description: Pick between a deterministic block, an agent tool, a custom tool, a
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import { WorkflowPreview, LEAD_SCORER_WORKFLOW } from '@/components/workflow-preview'
 
 When you build an agent, several features overlap: a deterministic block and an agent tool can run the same integration, and a custom tool, an MCP tool, and a workflow-as-tool can all give an agent the same action. This page lays out the differences so you pick the right one. They vary along three lines: whether the action is **deterministic** (always runs) or **model-decided** (an agent chooses), whether it lives in one workflow or is **reusable** across your workspace, and whether it comes from Sim or an **external** provider.
@@ -19,7 +18,7 @@ The running example is a workflow that scores inbound sales leads. It reads a ne
 
 A **block** is a single step that runs at a fixed point on the path, with no model deciding whether to. It always runs when the workflow reaches it. Use one when the action must happen every time: an API call, a data transform, a branch.
 
-In the lead scorer, a [Google Sheets](/integrations) block always appends the scored lead to a tracking sheet, and a [Function](/workflows/blocks/function) block always reshapes the enrichment response into the fields the next step expects. There is no judgment call. The work is guaranteed.
+In the lead scorer, a [Google Sheets](/integrations) block always appends the scored lead to a tracking sheet, and a [Function](/workflows/blocks/function) block always reshapes the enrichment response into the fields the next step expects. The block runs at that point in the graph; an execution error can still stop it.
 
 <WorkflowPreview workflow={LEAD_SCORER_WORKFLOW} height={170} highlightBlock="log" />
 
@@ -41,7 +40,7 @@ A block and an agent tool can be the same underlying integration. The difference
 
 ## Custom tool
 
-A **custom tool** is a tool you define once with an object schema and a snippet of JavaScript or Python, then reuse across your workspace. It needs no external account. Use one when you have logic that several agents or workflows would otherwise duplicate.
+A **custom tool** is a tool you define once with an object schema and a JavaScript function body, then reuse across your workspace. It needs no external account. Use one when you have logic that several agents or workflows would otherwise duplicate.
 
 In the lead scorer, a `normalizeCompanyDomain` custom tool cleans a raw website into a canonical domain. The same tool serves the lead scorer, a deduplication workflow, and a reporting agent. Define it in the workspace, then pick it from any Agent block's tool list.
 
@@ -69,7 +68,7 @@ A **skill** is reusable instructions, a written playbook an agent can follow. Ea
 
 In the lead scorer, a `lead-scoring-rubric` skill spells out the bands and disqualifiers. The agent sees the skill's name and description on every run, and when a lead is ambiguous it loads the full rubric and applies it. The distinction is simple: a tool is an action the agent takes, and a skill is guidance the agent reads. Manage skills in your [workspace](/agents/skills).
 
-| | Who decides it runs | Where it lives | How you author it |
+| Feature | Who decides it runs | Where it lives | How you author it |
 | --- | --- | --- | --- |
 | **Block** | The path | The workflow | Drag in and configure |
 | **Agent tool** | The agent | On the Agent block | Pick from the integrations |
@@ -77,16 +76,3 @@ In the lead scorer, a `lead-scoring-rubric` skill spells out the bands and disqu
 | **MCP server** | The agent | An external server | Connect it |
 | **Workflow-as-tool** | The agent | Its own workflow | Build it, then pick it in the tool list |
 | **Skill** | The agent | The workspace | Write the instructions |
-
-## Putting it together
-
-The lead scorer uses six kinds at once: blocks for the steps that must always run, agent tools for the calls the model should weigh, a custom tool for shared logic, an MCP server for the CRM, a deep-enrichment workflow the agent calls when a lead needs it, and a skill for the scoring rules. In general, start with a block, then move to an agent tool when a model should decide. Reach for the rest only when you need reuse, an external toolset, a sub-workflow, or written guidance.
-
-## Next
-
-<Cards>
-  <Card title="Building agents" href="/agents" description="The features that let an agent act, follow instructions, and use your data." />
-  <Card title="Agent block reference" href="/workflows/blocks/agent" description="Every model, setting, and output field." />
-  <Card title="Using MCP tools" href="/agents/mcp" description="Connect an external MCP server to your agents." />
-  <Card title="Skills" href="/agents/skills" description="Write reusable instructions agents can load." />
-</Cards>
diff --git a/apps/docs/content/docs/agents/custom-tools.mdx b/apps/docs/content/docs/agents/custom-tools.mdx
index c63df36da59..b40d49165a6 100644
--- a/apps/docs/content/docs/agents/custom-tools.mdx
+++ b/apps/docs/content/docs/agents/custom-tools.mdx
@@ -159,6 +159,4 @@ From **Settings → Custom Tools** you can:
   { question: "Can I use custom tools in standalone blocks (not agents)?", answer: "No. Custom tools are designed for use within Agent blocks, where the AI model decides when to call them. For deterministic tool execution, use the Function block instead." },
   { question: "How do I pass API keys to my custom tool code?", answer: "Use double curly brace syntax such as {{MY_API_KEY}} for a value saved under Settings → Secrets. The value is bound outside the source at execution time. Exact occurrences are masked in the trace copy and replaced with the placeholder before a tool result is sent back to the Agent model. Encoded or otherwise transformed values cannot be recognized reliably. See Execution log protection under Secrets for details." },
   { question: "Can I use external npm packages?", answer: "No. Custom tool code runs in a sandboxed environment with access to built-in Node.js modules and fetch(), but not external packages. For complex dependencies, consider calling an external API that wraps the functionality you need." },
-  { question: "What's the difference between custom tools and the Function block?", answer: "Custom tools are called by AI agents when they decide the tool is relevant — the agent chooses when to use it. Function blocks run deterministically at a fixed point in the workflow. Use custom tools for agent-driven actions and Function blocks for predictable data transformations." },
-  { question: "Are custom tools shared across the workspace?", answer: "Yes. Custom tools are workspace-scoped, so all workspace members can use them in their workflows." },
 ]} />
diff --git a/apps/docs/content/docs/agents/index.mdx b/apps/docs/content/docs/agents/index.mdx
index 1ffa134d3cd..f1300676781 100644
--- a/apps/docs/content/docs/agents/index.mdx
+++ b/apps/docs/content/docs/agents/index.mdx
@@ -1,10 +1,10 @@
 ---
-title: Overview
+title: Agents
 description: An agent is a workflow that reasons and acts, built around Agent blocks and the features you give them.
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
+import { Card } from 'fumadocs-ui/components/card'
 import { WorkflowPreview, BUILD_AGENT_WORKFLOW } from '@/components/workflow-preview'
 
 An **agent** is a [workflow](/workflows) that reasons and acts on its own. It reads an input, decides what to do, and carries it out, calling tools and using your data along the way. You build a custom agent in Sim by composing a workflow whose thinking runs through one or more [Agent blocks](/workflows/blocks/agent).
@@ -50,7 +50,7 @@ To let an agent answer from your own content, connect a [knowledge base](/knowle
 
 ### Remember across runs: memory
 
-To let an agent reuse information from one run to the next, give it [memory](/integrations/memory), which stores and recalls values keyed to a conversation. Without it, each run starts fresh; with it, an agent in a chat carries what was said earlier into later messages.
+To let an agent reuse information from one run to the next, give it [memory](/workflows/blocks/agent#memory), which stores and recalls values keyed to a conversation. Without it, each run starts fresh; with it, an agent in a chat carries what was said earlier into later messages.
 
 ### Return a usable result: structured output
 
@@ -61,12 +61,3 @@ To make an agent's result something later blocks can act on, give it a **structu
 Start with one Agent block and a prompt, then add only what the task needs: a tool when the agent should act, a skill when it needs written guidance, a knowledge base when it should answer from your documents, memory when it should remember, and a structured output when a later block has to read its result.
 
 <Card title="Choosing what to use" href="/agents/choosing" description="A side-by-side guide to tools, skills, knowledge, and the rest, with one worked example." />
-
-## Next
-
-<Cards>
-  <Card title="Agent block reference" href="/workflows/blocks/agent" description="Every model, setting, and output field of the Agent block." />
-  <Card title="Choosing what to use" href="/agents/choosing" description="Pick the right feature for each task." />
-  <Card title="Custom tools" href="/agents/custom-tools" description="Define a reusable tool with a schema and code." />
-  <Card title="Using MCP tools" href="/agents/mcp" description="Connect an external MCP server to your agents." />
-</Cards>
diff --git a/apps/docs/content/docs/agents/mcp.mdx b/apps/docs/content/docs/agents/mcp.mdx
index d6d04ee0371..9b4583ca502 100644
--- a/apps/docs/content/docs/agents/mcp.mdx
+++ b/apps/docs/content/docs/agents/mcp.mdx
@@ -142,7 +142,7 @@ The MCP Tool block runs one configured tool with parameters you set explicitly,
 
 ## When to Use MCP Tool vs Agent
 
-| | **Agent with MCP tools** | **MCP Tool block** |
+| Feature | **Agent with MCP tools** | **MCP Tool block** |
 |---|---|---|
 | **Execution** | AI decides which tools to call | Deterministic — runs the tool you pick |
 | **Parameters** | AI chooses at runtime | You set them explicitly |
@@ -168,10 +168,7 @@ MCP servers run with the permissions of the user who configured them — only co
 import { FAQ } from '@/components/ui/faq'
 
 <FAQ items={[
-  { question: "What is the difference between using MCP tools in an Agent block vs. the standalone MCP Tool block?", answer: "When you add MCP tools to an Agent block, the AI decides which tools to use based on the conversation context and its reasoning. This is best for dynamic, conversational workflows. The standalone MCP Tool block executes a specific tool with explicit parameters every time, giving you deterministic, predictable execution. Use Agent blocks for flexible reasoning and MCP Tool blocks for structured, repeatable steps." },
-  { question: "Who can configure MCP servers in a workspace?", answer: "Users with Write permission can configure (add and update) MCP servers in workspace settings. Only Admin permission is required to delete MCP servers. Users with Read permission can view available MCP tools and execute them in agents and MCP Tool blocks. This means all workspace members with at least Read access can use MCP tools in their workflows." },
   { question: "Can I use MCP servers from multiple workspaces?", answer: "MCP servers are configured per workspace. Each workspace maintains its own set of MCP server connections. If you need the same MCP server in multiple workspaces, you need to configure it separately in each workspace's settings." },
-  { question: "How do I update MCP tool schemas after a server changes its available tools?", answer: "Click the Refresh button on the MCP server in your workspace settings. This fetches the latest tool schemas from the server and automatically updates any agent blocks that use those tools with the new parameter definitions." },
   { question: "Can permission groups restrict access to MCP tools?", answer: "Yes. On Enterprise-entitled workspaces, any workspace admin can create a permission group that disables MCP tools for its members using the disableMcpTools option. When this is enabled, affected users will not be able to add or use MCP tools in workflows that belong to that workspace." },
   { question: "What happens if an MCP server goes offline during workflow execution?", answer: "If the MCP server is unreachable during execution, the tool call will fail and return an error. In an Agent block, the AI may attempt to handle the failure gracefully. In a standalone MCP Tool block, the workflow step will fail. Check MCP server logs and verify the server is running and accessible to troubleshoot connectivity issues." },
 ]} />
diff --git a/apps/docs/content/docs/agents/meta.json b/apps/docs/content/docs/agents/meta.json
index b4bd6af6a7d..de54033a0c6 100644
--- a/apps/docs/content/docs/agents/meta.json
+++ b/apps/docs/content/docs/agents/meta.json
@@ -1,4 +1,4 @@
 {
   "title": "Agents",
-  "pages": ["index", "choosing", "custom-tools", "mcp", "skills"]
+  "pages": ["choosing", "custom-tools", "mcp", "skills"]
 }
diff --git a/apps/docs/content/docs/agents/skills.mdx b/apps/docs/content/docs/agents/skills.mdx
index 65f55068313..5723fcf2d68 100644
--- a/apps/docs/content/docs/agents/skills.mdx
+++ b/apps/docs/content/docs/agents/skills.mdx
@@ -108,28 +108,9 @@ When the workflow runs:
 
 This works across all supported LLM providers — the `load_skill` tool uses standard tool-calling, so no provider-specific configuration is needed.
 
-## Common Use Cases
+## When to use a skill
 
-Skills are most valuable when agents need specialized knowledge or multi-step workflows:
-
-**Domain Expertise**
-- `api-integration-expert` — Best practices for calling specific APIs (authentication, rate limiting, error handling)
-- `data-transformation` — ETL patterns, data cleaning, and validation rules
-- `code-reviewer` — Code review guidelines specific to your team's standards
-
-**Workflow Templates**
-- `bug-investigation` — Step-by-step debugging methodology (reproduce → isolate → test → fix)
-- `feature-implementation` — Development workflow from requirements to deployment
-- `document-generator` — Templates and formatting rules for technical documentation
-
-**Company-Specific Knowledge**
-- `our-architecture` — System architecture diagrams, service dependencies, and deployment processes
-- `style-guide` — Brand guidelines, writing tone, UI/UX patterns
-- `customer-onboarding` — Standard procedures and common customer questions
-
-**When to use skills vs. agent instructions:**
-- Use **skills** for knowledge that applies across multiple workflows or changes frequently
-- Use **agent instructions** for task-specific context that's unique to a single agent
+Use a skill for reusable procedures or knowledge shared across agents, such as a company style guide or a debugging checklist. Keep task-specific instructions in the Agent block.
 
 ## Best Practices
 
@@ -162,13 +143,6 @@ Skills are most valuable when agents need specialized knowledge or multi-step wo
 import { FAQ } from '@/components/ui/faq'
 
 <FAQ items={[
-  { question: "How many skills can I attach to a single agent?", answer: "You can attach as many skills as you want, but the recommended limit is 5-10 per agent. More skills mean more decision overhead for the agent when scanning descriptions. Since only the names and descriptions are included in the system prompt (about 50-100 tokens each), many skills will not dramatically increase context usage, but they can slow down the agent's decision-making." },
-  { question: "How does the agent decide when to load a skill?", answer: "The agent sees an available_skills section in its system prompt listing each skill's name and description. When the agent determines that a skill is relevant to the current task, it calls the load_skill tool with the skill name. The full skill content is then returned as a tool response. This is why writing a specific, keyword-rich description is critical -- it is the only thing the agent reads before deciding whether to activate a skill." },
-  { question: "Do skills work with all LLM providers?", answer: "Yes. The load_skill mechanism uses standard tool-calling, which is supported by all LLM providers in Sim. No provider-specific configuration is needed. The skill system works the same way whether you are using Anthropic, OpenAI, Google, or any other supported provider." },
-  { question: "When should I use skills vs. agent instructions?", answer: "Use skills for knowledge that applies across multiple workflows or changes frequently. Skills are reusable packages that can be attached to any agent. Use agent instructions for task-specific context that is unique to a single agent and workflow. If you find yourself copying the same instructions into multiple agents, that content should be a skill instead." },
   { question: "Can permission groups disable skills for certain users?", answer: "Yes. On Enterprise-entitled workspaces, any workspace admin can create a permission group with the disableSkills option enabled. When a user is assigned to such a group in a workspace, the skills dropdown in agent blocks is disabled and they cannot add or use skills in workflows belonging to that workspace." },
-  { question: "What is the recommended maximum length for skill content?", answer: "Keep skills focused and under 500 lines. If a skill grows too large, split it into multiple specialized skills. Shorter, focused skills are more effective because the agent can load exactly what it needs. A broad skill with too much content can overwhelm the agent and reduce the quality of its responses." },
-  { question: "Where do I create and manage skills?", answer: "Click Integrations in the workspace sidebar and switch to the Skills tab. Add to Sim opens a create page taking a name (kebab-case, max 64 characters), description (max 1024 characters), and markdown content — or imports an existing SKILL.md from a file or pasted content. Click any existing skill to open its detail page, where you edit, share, and delete it." },
-  { question: "Who can edit a skill, and who can use it?", answer: "Everyone in the workspace — including people who join later — sees and uses every skill without being added to anything. Each skill has an editors list: editors and workspace admins (who are always editors, automatically) can edit, delete, and share the skill, and whoever creates a skill becomes an editor. The editors list never affects who can use or run a skill: a workflow that references a skill always executes it." },
   { question: "Can I use skills in Chat?", answer: "Yes. Type / in the Chat message box to open the skills menu and pick a skill — for example /format-markdown. The tag loads the skill's full instructions into the conversation, so Sim follows them for that request without having to decide on its own to load the skill." },
 ]} />
diff --git a/apps/docs/content/docs/api-reference/authentication.mdx b/apps/docs/content/docs/api-reference/authentication.mdx
index fbef2a325e7..d365822e323 100644
--- a/apps/docs/content/docs/api-reference/authentication.mdx
+++ b/apps/docs/content/docs/api-reference/authentication.mdx
@@ -12,7 +12,7 @@ Sim supports two types of API keys — **personal keys** and **workspace keys**
 
 ## Key Types
 
-|  | **Personal Keys** | **Workspace Keys** |
+| Feature | **Personal Keys** | **Workspace Keys** |
 | --- | --- | --- |
 | **Billing** | Workspace payer for workspace-hosted usage | Workspace payer |
 | **Scope** | Across workspaces you have access to | Shared across the workspace |
diff --git a/apps/docs/content/docs/api-reference/python.mdx b/apps/docs/content/docs/api-reference/python.mdx
index 367d84c1407..fa143895ae6 100644
--- a/apps/docs/content/docs/api-reference/python.mdx
+++ b/apps/docs/content/docs/api-reference/python.mdx
@@ -3,14 +3,13 @@ title: Python
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
-The official Python SDK for Sim allows you to execute workflows programmatically from your Python applications using the official Python SDK.
+Use the Python SDK to execute workflows from Python applications.
 
 <Callout type="info">
-  The Python SDK supports Python 3.8+ with async execution support, automatic rate limiting with exponential backoff, and usage tracking.
+  The Python SDK supports Python 3.8+ with async execution support, retry helpers with exponential backoff, and usage tracking.
 </Callout>
 
 ## Installation
@@ -529,6 +528,10 @@ def execute_async():
                 print("Workflow completed!")
                 print(f"Output: {status['output']}")
                 print(f"Duration: {status['durationMs']}")
+            elif status["status"] == "paused":
+                print("Workflow is paused and waiting for input or resumption.")
+            elif status["status"] == "cancelled":
+                print("Workflow was cancelled.")
             else:
                 print(f"Workflow failed: {status['error']}")
 
@@ -728,7 +731,7 @@ Configure the client using environment variables:
 
     # Development configuration
     client = SimStudioClient(
-        api_key=os.getenv("SIM_API_KEY")
+        api_key=os.getenv("SIM_API_KEY"),
         base_url=os.getenv("SIM_BASE_URL", "https://sim.ai")
     )
     ```
@@ -753,23 +756,7 @@ Configure the client using environment variables:
 
 ## Getting Your API Key
 
-<Steps>
-  <Step title="Log in to Sim">
-    Navigate to [Sim](https://sim.ai) and log in to your account.
-  </Step>
-  <Step title="Open your workflow">
-    Navigate to the workflow you want to execute programmatically.
-  </Step>
-  <Step title="Deploy your workflow">
-    Click on "Deploy" to deploy your workflow if it hasn't been deployed yet.
-  </Step>
-  <Step title="Create or select an API key">
-    During the deployment process, select or create an API key.
-  </Step>
-  <Step title="Copy the API key">
-    Copy the API key to use in your Python application.
-  </Step>
-</Steps>
+Create a key in **Account settings → Sim API keys**, or use a workspace key if your administrator requires one. See [Authentication](/api-reference/authentication) for key types and permissions. Deploy the workflow before calling it through the SDK. Keep the key in a server-side environment variable.
 
 ## Requirements
 
@@ -779,14 +766,3 @@ Configure the client using environment variables:
 ## License
 
 Apache-2.0
-
-import { FAQ } from '@/components/ui/faq'
-
-<FAQ items={[
-  { question: "Do I need to deploy a workflow before I can execute it via the SDK?", answer: "Yes. Workflows must be deployed before they can be executed through the SDK. You can use the validate_workflow() method to check whether a workflow is deployed and ready. If it returns False, deploy the workflow from the Sim UI first and create or select an API key during deployment." },
-  { question: "What is the difference between sync and async execution?", answer: "Sync execution (the default) blocks until the workflow completes and returns the full result. Async execution (async_execution=True) returns immediately with a run ID and status URL that you can poll using get_workflow_run(). Use async mode for long-running workflows to avoid request timeouts. Run statuses include queued, pending, running, paused, completed, failed, and cancelled." },
-  { question: "How does the SDK handle rate limiting?", answer: "The SDK provides built-in rate limiting support through the execute_with_retry() method. It uses exponential backoff (1s, 2s, 4s, 8s...) with 25% jitter to avoid thundering herd problems. If the API returns a retry-after header, that value is used instead. You can configure max_retries, initial_delay, max_delay, and backoff_multiplier. Use get_rate_limit_info() to check your current rate limit status." },
-  { question: "Can I use the Python SDK as a context manager?", answer: "Yes. The SimStudioClient supports Python's context manager protocol. Use it with the 'with' statement to automatically close the underlying HTTP session when you are done, which is especially useful for scripts that create and discard client instances." },
-  { question: "How do I handle different types of errors from the SDK?", answer: "The SDK raises SimStudioError with a code property for API-specific errors. Common error codes are UNAUTHORIZED (invalid API key), TIMEOUT (request timed out), RATE_LIMIT_EXCEEDED (too many requests), USAGE_LIMIT_EXCEEDED (billing limit reached), and EXECUTION_ERROR (workflow failed). Use the error code to implement targeted error handling and recovery logic." },
-  { question: "How do I monitor my API usage and remaining quota?", answer: "Use the get_usage_limits() method to check your current usage. It returns sync and async rate limit details (limit, remaining, reset time, whether you are currently limited), plus your current period cost, usage limit, and plan tier. This lets you monitor consumption and alert before hitting limits." },
-]} />
diff --git a/apps/docs/content/docs/api-reference/typescript.mdx b/apps/docs/content/docs/api-reference/typescript.mdx
index e368b2a3b74..a65ea5d96ec 100644
--- a/apps/docs/content/docs/api-reference/typescript.mdx
+++ b/apps/docs/content/docs/api-reference/typescript.mdx
@@ -3,14 +3,13 @@ title: TypeScript
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
-The official TypeScript/JavaScript SDK for Sim provides full type safety and supports both Node.js and browser environments, allowing you to execute workflows programmatically from your Node.js applications, web applications, and other JavaScript environments.
+Use the TypeScript SDK to execute workflows from server-side JavaScript or TypeScript. For browser applications, call the SDK through your authenticated backend.
 
 <Callout type="info">
-  The TypeScript SDK provides full type safety, async execution support, automatic rate limiting with exponential backoff, and usage tracking.
+  The TypeScript SDK provides full type safety, async execution support, retry helpers with exponential backoff, and usage tracking.
 </Callout>
 
 ## Installation
@@ -545,7 +544,7 @@ app.listen(3000, () => {
 Use with Next.js API routes:
 
 ```typescript
-// pages/api/workflow.ts or app/api/workflow/route.ts
+// pages/api/workflow.ts
 import { NextApiRequest, NextApiResponse } from 'next';
 import { SimStudioClient } from 'simstudio-ts-sdk';
 
@@ -580,33 +579,7 @@ export default async function handler(
 
 ### Browser Usage
 
-Use in the browser (with proper CORS configuration):
-
-```typescript
-import { SimStudioClient } from 'simstudio-ts-sdk';
-
-// Note: In production, use a proxy server to avoid exposing API keys
-const client = new SimStudioClient({
-  apiKey: 'your-public-api-key', // Use with caution in browser
-  baseUrl: 'https://sim.ai'
-});
-
-async function executeClientSideWorkflow() {
-  try {
-    const result = await client.executeWorkflow('workflow-id', {
-        userInput: 'Hello from browser'
-    });
-
-    console.log('Workflow result:', result);
-
-    // Update UI with result
-    document.getElementById('result')!.textContent =
-      JSON.stringify(result.output, null, 2);
-  } catch (error) {
-    console.error('Error:', error);
-  }
-}
-```
+Keep the Sim API key on your server. A browser application should call an authenticated backend endpoint that checks which workflow the user can run, then calls the SDK. The [Next.js API Route](#nextjs-api-route) example shows where the server-side SDK call belongs; add your application authentication and authorization before executing a workflow.
 
 ### File Upload
 
@@ -632,134 +605,24 @@ Alternatively, you can manually provide files using the URL format:
 }
 ```
 
-<Tabs items={['Browser', 'Node.js']}>
-  <Tab value="Browser">
-    ```typescript
-    import { SimStudioClient } from 'simstudio-ts-sdk';
-
-    const client = new SimStudioClient({
-      apiKey: process.env.NEXT_PUBLIC_SIM_API_KEY!
-    });
-
-    // From file input
-    async function handleFileUpload(event: Event) {
-      const input = event.target as HTMLInputElement;
-      const files = Array.from(input.files || []);
-
-      // Include files under the field name from your API trigger's input format
-      const result = await client.executeWorkflow('workflow-id', {
-          documents: files,  // Must match your workflow's "files" field name
-          instructions: 'Analyze these documents'
-      });
-
-      console.log('Result:', result);
-    }
-    ```
-  </Tab>
-  <Tab value="Node.js">
-    ```typescript
-    import { SimStudioClient } from 'simstudio-ts-sdk';
-    import fs from 'fs';
-
-    const client = new SimStudioClient({
-      apiKey: process.env.SIM_API_KEY!
-    });
-
-    // Read file and create File object
-    const fileBuffer = fs.readFileSync('./document.pdf');
-    const file = new File([fileBuffer], 'document.pdf', {
-      type: 'application/pdf'
-    });
-
-    // Include files under the field name from your API trigger's input format
-    const result = await client.executeWorkflow('workflow-id', {
-        documents: [file],  // Must match your workflow's "files" field name
-        query: 'Summarize this document'
-    });
-    ```
-  </Tab>
-</Tabs>
-
-<Callout type="warning">
-  When using the SDK in the browser, be careful not to expose sensitive API keys. Consider using a backend proxy or public API keys with limited permissions.
-</Callout>
-
-### React Hook Example
-
-Create a custom React hook for workflow execution:
+Run file uploads on your backend after authenticating the caller and validating the upload. For example, in Node.js:
 
 ```typescript
-import { useState, useCallback } from 'react';
-import { SimStudioClient, WorkflowExecutionResult } from 'simstudio-ts-sdk';
-
-const client = new SimStudioClient({
-  apiKey: process.env.SIM_API_KEY!
-});
-
-interface UseWorkflowResult {
-  result: WorkflowExecutionResult | null;
-  loading: boolean;
-  error: Error | null;
-  executeWorkflow: (workflowId: string, input?: any) => Promise<void>;
-}
-
-export function useWorkflow(): UseWorkflowResult {
-  const [result, setResult] = useState<WorkflowExecutionResult | null>(null);
-  const [loading, setLoading] = useState(false);
-  const [error, setError] = useState<Error | null>(null);
+import { SimStudioClient } from 'simstudio-ts-sdk';
+import { readFile } from 'node:fs/promises';
 
-  const executeWorkflow = useCallback(async (workflowId: string, input?: any) => {
-    setLoading(true);
-    setError(null);
-    setResult(null);
+const client = new SimStudioClient({ apiKey: process.env.SIM_API_KEY! });
+const fileBuffer = await readFile('./document.pdf');
+const file = new File([fileBuffer], 'document.pdf', { type: 'application/pdf' });
 
-    try {
-      const workflowResult = await client.executeWorkflow(workflowId, input, {
-        timeout: 30000
-      });
-      setResult(workflowResult);
-    } catch (err) {
-      setError(err instanceof Error ? err : new Error('Unknown error'));
-    } finally {
-      setLoading(false);
-    }
-  }, []);
+const result = await client.executeWorkflow('workflow-id', {
+  documents: [file],
+  query: 'Summarize this document'
+});
+```
 
-  return {
-    result,
-    loading,
-    error,
-    executeWorkflow
-  };
-}
 
-// Usage in component
-function WorkflowComponent() {
-  const { result, loading, error, executeWorkflow } = useWorkflow();
 
-  const handleExecute = () => {
-    executeWorkflow('my-workflow-id', {
-      message: 'Hello from React!'
-    });
-  };
-
-  return (
-    <div>
-      <button onClick={handleExecute} disabled={loading}>
-        {loading ? 'Executing...' : 'Execute Workflow'}
-      </button>
-
-      {error && <div>Error: {error.message}</div>}
-      {result && (
-        <div>
-          <h3>Result:</h3>
-          <pre>{JSON.stringify(result, null, 2)}</pre>
-        </div>
-      )}
-    </div>
-  );
-}
-```
 
 ### Async Workflow Execution
 
@@ -801,6 +664,10 @@ async function executeAsync() {
         console.log('Workflow completed!');
         console.log('Output:', status.output);
         console.log('Duration:', status.durationMs);
+      } else if (status.status === 'paused') {
+        console.log('Workflow is paused and waiting for input or resumption.');
+      } else if (status.status === 'cancelled') {
+        console.log('Workflow was cancelled.');
       } else {
         console.error('Workflow failed:', status.error);
       }
@@ -934,97 +801,11 @@ data: {"event":"done","success":true,"output":{},"metadata":{"duration":610}}
 data: [DONE]
 ```
 
-**React Streaming Example:**
-
-```typescript
-import { useState, useEffect } from 'react';
-
-function StreamingWorkflow() {
-  const [output, setOutput] = useState('');
-  const [loading, setLoading] = useState(false);
-
-  const executeStreaming = async () => {
-    setLoading(true);
-    setOutput('');
-
-    // IMPORTANT: Make this API call from your backend server, not the browser
-    // Never expose your API key in client-side code
-    const response = await fetch('https://sim.ai/api/v2/workflows/WORKFLOW_ID/execute', {
-      method: 'POST',
-      headers: {
-        'Content-Type': 'application/json',
-        'X-API-Key': process.env.SIM_API_KEY! // Server-side environment variable only
-      },
-      body: JSON.stringify({
-        input: { message: 'Generate a story' },
-        stream: true,
-        selectedOutputs: ['agent1.content']
-      })
-    });
-
-    const reader = response.body?.getReader();
-    const decoder = new TextDecoder();
-
-    while (reader) {
-      const { done, value } = await reader.read();
-      if (done) break;
-
-      const chunk = decoder.decode(value);
-      const lines = chunk.split('\n\n');
-
-      for (const line of lines) {
-        if (line.startsWith('data: ')) {
-          const data = line.slice(6);
-          if (data === '[DONE]') {
-            setLoading(false);
-            break;
-          }
-
-          try {
-            const parsed = JSON.parse(data);
-            if (parsed.chunk) {
-              setOutput(prev => prev + parsed.chunk);
-            } else if (parsed.event === 'done') {
-              console.log('Execution complete:', parsed.metadata);
-            }
-          } catch (e) {
-            // Skip invalid JSON
-          }
-        }
-      }
-    }
-  };
-
-  return (
-    <div>
-      <button onClick={executeStreaming} disabled={loading}>
-        {loading ? 'Generating...' : 'Start Streaming'}
-      </button>
-      <div style={{ whiteSpace: 'pre-wrap' }}>{output}</div>
-    </div>
-  );
-}
-```
+For browser streaming, have your authenticated backend forward the Sim SSE response. Keep the Sim API key on the backend, check the upstream response status, and parse complete SSE events across network chunks. See [streaming responses](/workflows/deployment/api#streaming) for the event format.
 
 ## Getting Your API Key
 
-<Steps>
-  <Step title="Log in to Sim">
-    Navigate to [Sim](https://sim.ai) and log in to your account.
-  </Step>
-  <Step title="Open your workflow">
-    Navigate to the workflow you want to execute programmatically.
-  </Step>
-  <Step title="Deploy your workflow">
-    Click on "Deploy" to deploy your workflow if it hasn't been deployed yet.
-  </Step>
-  <Step title="Create or select an API key">
-    During the deployment process, select or create an API key.
-  </Step>
-  <Step title="Copy the API key">
-    Copy the API key to use in your TypeScript/JavaScript application.
-  </Step>
-</Steps>
+Create a key in **Account settings → Sim API keys**, or use a workspace key if your administrator requires one. See [Authentication](/api-reference/authentication) for key types and permissions. Deploy the workflow before calling it through the SDK. Keep the key in a server-side environment variable.
 
 ## Requirements
 
@@ -1034,14 +815,3 @@ function StreamingWorkflow() {
 ## License
 
 Apache-2.0
-
-import { FAQ } from '@/components/ui/faq'
-
-<FAQ items={[
-  { question: "Do I need to deploy a workflow before I can execute it via the SDK?", answer: "Yes. Workflows must be deployed before they can be executed through the SDK. You can use the validateWorkflow() method to check whether a workflow is deployed and ready. If it returns false, deploy the workflow from the Sim UI first and create or select an API key during deployment." },
-  { question: "What is the difference between sync and async execution?", answer: "Sync execution (the default) blocks until the workflow completes and returns the full result. Async execution returns immediately with a run ID and status URL that you can poll using getWorkflowRun(). Use async mode for long-running workflows to avoid request timeouts. Run statuses include queued, pending, running, paused, completed, failed, and cancelled." },
-  { question: "How does streaming work with the SDK?", answer: "Enable streaming by setting stream: true and specifying selectedOutputs with block names and attributes in blockName.attribute format (e.g., ['agent1.content']). The response uses Server-Sent Events (SSE) format, sending incremental chunks as the workflow executes. Each chunk includes the blockId and the text content. A final done event includes the execution metadata." },
-  { question: "How does the SDK handle rate limiting?", answer: "The SDK provides built-in rate limiting support through the executeWithRetry() method. It uses exponential backoff (1s, 2s, 4s, 8s...) with 25% jitter to avoid thundering herd problems. If the API returns a retry-after header, that value is used instead. You can configure maxRetries, initialDelay, maxDelay, and backoffMultiplier. Use getRateLimitInfo() to check your current rate limit status." },
-  { question: "Is it safe to use the SDK in browser-side code?", answer: "You can use the SDK in the browser, but you should not expose your API key in client-side code. In production, use a backend proxy server to handle SDK calls, or use a public API key with limited permissions. The SDK works with both Node.js and browser environments, but sensitive keys should stay server-side." },
-  { question: "How do I send files to a workflow through the SDK?", answer: "File objects are automatically detected and converted to base64 format. Include them in the input object under the field name that matches your workflow's API trigger input format. In the browser, pass File objects directly from file inputs. In Node.js, create File objects from buffers. You can also provide files as URL references with type, data, name, and mime fields." },
-]} />
diff --git a/apps/docs/content/docs/chat/files.mdx b/apps/docs/content/docs/chat/files.mdx
index 4efa3cec3fa..42ba0101f90 100644
--- a/apps/docs/content/docs/chat/files.mdx
+++ b/apps/docs/content/docs/chat/files.mdx
@@ -112,9 +112,6 @@ When a file opens in the resource panel, you can switch between three views:
 | **Split** | Editor and preview side by side |
 
 <FAQ items={[
-  { question: "Where are uploaded and generated files stored?", answer: "All files — uploaded, created, or generated — go to your workspace's Files section. They're accessible from the sidebar and can be referenced in any workflow." },
   { question: "Can I use files created in Chat in workflows?", answer: "Yes. Workspace files can be referenced in workflows using the File block or by passing them as inputs." },
   { question: "What file types can I upload in Chat?", answer: "You can attach images, PDFs, text files, JSON, XML, and other document formats directly to a message." },
-  { question: "What can Sim calculate or process?", answer: "Anything expressible as a short script — parsing JSON, number crunching, string transformations, deduplication, format conversions. Results come back in the chat." },
-  { question: "Is there a file size limit for generated files?", answer: "There is no hard limit on generated file size, but very large files may take longer to stream." },
 ]} />
diff --git a/apps/docs/content/docs/chat/index.mdx b/apps/docs/content/docs/chat/index.mdx
index 0d8ed3e48e7..a15623c9536 100644
--- a/apps/docs/content/docs/chat/index.mdx
+++ b/apps/docs/content/docs/chat/index.mdx
@@ -3,13 +3,12 @@ title: Chat
 description: Your AI command center. Talk to Sim — build and manage everything in natural language.
 ---
 
-import { Image } from '@/components/ui/image'
 import { Video } from '@/components/ui/video'
 import { FAQ } from '@/components/ui/faq'
 
 <Video src="mothership/create-workflow.mp4" width={700} height={450} />
 
-Describe what you want and Sim handles it. Build a workflow, run research, generate a presentation, query a table, schedule a recurring job, send a Slack message — Sim knows your entire workspace and takes action directly.
+Use Chat to build workflows, research a topic, generate files, query tables, schedule jobs, and act through connected integrations. Reference the workspace resources you want Sim to use.
 
 ## What You Can Do
 
@@ -24,7 +23,7 @@ Describe what you want and Sim handles it. Build a workflow, run research, gener
 
 ## How It Works
 
-Sim receives a snapshot of your entire workspace with every message — all workflows, tables, knowledge bases, files, credentials, jobs, and integrations. This is why you can refer to things by name without specifying IDs or paths:
+Sim can find workspace resources by name and inspect the details it needs. Reference a resource explicitly when you want to direct its attention:
 
 - "Run the invoice workflow"
 - "Add a row to the leads table"
@@ -66,8 +65,6 @@ Chat has two panes. On the left: the chat thread, where your messages and Sim's
 
 <FAQ items={[
   { question: "How is Chat different from working inside a single workflow?", answer: "Inside a workflow, Sim is scoped to that workflow — it helps you build and edit that one thing. In Chat, Sim has access to your entire workspace and can build workflows, manage data, run research, schedule jobs, take actions across integrations, and more." },
-  { question: "What model does Sim use?", answer: "Sim always uses Claude Opus 4.6. There is no model selector." },
-  { question: "How do I reference an existing workflow or table?", answer: "Type @ followed by the name in the input, use the + menu, or drag the item from the sidebar into the chat." },
   { question: "How long can a Chat task run?", answer: "Up to one hour. For tasks that exceed that, set up a scheduled job or break the work into steps." },
   { question: "Can Sim work on multiple things at once?", answer: "Sim processes one message at a time. You can queue messages — they will be processed in order." },
 ]} />
diff --git a/apps/docs/content/docs/chat/knowledge.mdx b/apps/docs/content/docs/chat/knowledge.mdx
index 0444bcf94bf..384ccd013d1 100644
--- a/apps/docs/content/docs/chat/knowledge.mdx
+++ b/apps/docs/content/docs/chat/knowledge.mdx
@@ -3,7 +3,6 @@ title: Knowledge bases
 description: Create, populate, and query knowledge bases from Chat.
 ---
 
-import { Image } from '@/components/ui/image'
 import { Video } from '@/components/ui/video'
 import { FAQ } from '@/components/ui/faq'
 
@@ -49,7 +48,7 @@ For knowledge bases that should stay current automatically, connectors sync cont
 
 Connectors are configured through the knowledge base settings, not through Chat. Once connected, all synced content is immediately searchable by Sim and by any Agent block with the knowledge base attached.
 
-Sim ships with 49 built-in connectors, including Notion, Google Drive, Slack, GitHub, Confluence, HubSpot, Salesforce, Gmail, and more.
+Use a [connector](/knowledgebase/connectors) to sync sources such as Notion, Google Drive, Slack, GitHub, or Confluence.
 
 Examples of what you can sync:
 
@@ -78,8 +77,7 @@ Knowledge bases created in Chat are immediately available to Agent blocks in any
 See [Knowledge Base](/knowledgebase) for full details on document processing settings, search configuration, and connector syncing.
 
 <FAQ items={[
-  { question: "How do I attach a knowledge base to a workflow?", answer: "Open the Agent block in the workflow editor, find the Knowledge Base setting, and select the knowledge base by name. Sim can also do this for you: 'Attach the Product Docs knowledge base to the research agent block in the content pipeline workflow.'" },
+  { question: "How do I attach a knowledge base to a workflow?", answer: "Add a Knowledge search tool to the Agent block and select the knowledge base in that tool, or use a Knowledge block before the Agent and reference its results. You can also ask Chat to configure this for you." },
   { question: "What file types can I add to a knowledge base?", answer: "PDFs, markdown files, plain text, and web pages fetched from URLs. Sim handles the parsing and indexing automatically." },
   { question: "Can I add documents to a knowledge base from a workflow run?", answer: "Yes. The Knowledge Base write tool is available to Agent blocks and can be used to add documents programmatically during a workflow run." },
-  { question: "How do I keep a knowledge base up to date?", answer: "Set up a connector to sync from an external source automatically — see Connectors above. For one-off updates, ask Sim to add or replace the document directly." },
 ]} />
diff --git a/apps/docs/content/docs/chat/mailer.mdx b/apps/docs/content/docs/chat/mailer.mdx
index 4a7be6bb316..da33cc8738d 100644
--- a/apps/docs/content/docs/chat/mailer.mdx
+++ b/apps/docs/content/docs/chat/mailer.mdx
@@ -68,9 +68,4 @@ Each email task creates a conversation in your workspace. You can continue the c
 
 <FAQ items={[
   { question: "Can I use my own email domain?", answer: "Not currently. All inbox addresses use the @mothership.sim.ai domain. You can customize the prefix (e.g., acme@mothership.sim.ai) but not the domain itself." },
-  { question: "What happens if I send from an unauthorized email?", answer: "The email is automatically rejected. Only workspace members and manually added external senders can create tasks." },
-  { question: "Is there a size limit for attachments?", answer: "Yes, each attachment can be up to 10 MB. Images, PDFs, and common document formats are supported." },
-  { question: "Can I reply to Sim's email responses?", answer: "Yes. Replies in the same email thread are linked to the original conversation, so you can continue the interaction from your email client." },
-  { question: "How long does it take to process an email?", answer: "Most emails are processed within a few seconds. Emails with large attachments or complex tasks may take slightly longer." },
-  { question: "Can multiple people in my workspace use the same inbox?", answer: "Yes. All workspace members can send to the shared inbox address. Each email creates its own task and conversation." },
 ]} />
diff --git a/apps/docs/content/docs/chat/meta.json b/apps/docs/content/docs/chat/meta.json
index dab6660df46..10680ce5250 100644
--- a/apps/docs/content/docs/chat/meta.json
+++ b/apps/docs/content/docs/chat/meta.json
@@ -1,4 +1,4 @@
 {
   "title": "Chat",
-  "pages": ["index", "workflows", "research", "files", "tables", "tasks", "knowledge", "mailer"]
+  "pages": ["workflows", "research", "files", "tables", "tasks", "knowledge", "mailer"]
 }
diff --git a/apps/docs/content/docs/chat/research.mdx b/apps/docs/content/docs/chat/research.mdx
index 904a10ae739..532e665b205 100644
--- a/apps/docs/content/docs/chat/research.mdx
+++ b/apps/docs/content/docs/chat/research.mdx
@@ -3,7 +3,6 @@ title: Research
 description: Ask Sim to research anything — it searches, reads, and synthesizes from the web.
 ---
 
-import { Image } from '@/components/ui/image'
 import { Video } from '@/components/ui/video'
 import { FAQ } from '@/components/ui/faq'
 
@@ -38,7 +37,6 @@ When you need a structured, saved document rather than a chat answer, ask Sim to
 - "Build a battle card for [competitor] — their positioning, pricing, strengths, weaknesses, and how we win against them."
 
 <FAQ items={[
-  { question: "Does Sim have access to real-time information?", answer: "Yes. Sim queries live internet data. Results reflect current information, not a training cutoff." },
-  { question: "Can Sim read pages that require login?", answer: "No. Sim can only read publicly accessible pages." },
-  { question: "Where are research reports saved?", answer: "Reports are saved as files in your workspace and opened in the resource panel. You can find them in the Files section of the sidebar." },
+  { question: "Does Sim have access to real-time information?", answer: "Sim can search current web sources. Check the cited source and its publication date when freshness matters." },
+  { question: "Can Sim read pages that require login?", answer: "Hosted web research reads publicly accessible pages. In Sim Desktop, the built-in browser can also use websites you sign in to." },
 ]} />
diff --git a/apps/docs/content/docs/chat/tables.mdx b/apps/docs/content/docs/chat/tables.mdx
index b8e0c005f8a..9862fd7568c 100644
--- a/apps/docs/content/docs/chat/tables.mdx
+++ b/apps/docs/content/docs/chat/tables.mdx
@@ -55,6 +55,5 @@ Tables created in Chat are immediately available in workflows via the [Table too
 
 <FAQ items={[
   { question: "Can Sim join or combine data from multiple tables?", answer: "Yes. Describe the relationship and what you want — Sim will query both tables and combine the results." },
-  { question: "Is there a row limit?", answer: "There is no hard row limit set by Sim. Performance for very large tables may vary." },
-  { question: "Can I use a table created in Chat as a workflow data source?", answer: "Yes. All workspace tables are accessible to the Table block in any workflow." },
+  { question: "Is there a row limit?", answer: "Row limits depend on the workspace plan and deployment configuration. Use pagination for large reads; see Tables for storage and query limits." },
 ]} />
diff --git a/apps/docs/content/docs/chat/tasks.mdx b/apps/docs/content/docs/chat/tasks.mdx
index c83220741d4..a1b8bbeab7d 100644
--- a/apps/docs/content/docs/chat/tasks.mdx
+++ b/apps/docs/content/docs/chat/tasks.mdx
@@ -4,7 +4,6 @@ description: Schedule recurring jobs, take immediate actions, connect integratio
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Image } from '@/components/ui/image'
 import { Video } from '@/components/ui/video'
 import { FAQ } from '@/components/ui/faq'
 
@@ -71,17 +70,17 @@ Sim can connect new OAuth integrations and API credentials on demand:
 
 {/* TODO: Screenshot of Sim walking through connecting an integration — e.g., the Integration subagent active with an OAuth prompt or confirmation that a credential was connected. */}
 
-Once connected, credentials are available to Sim for direct actions and scheduled jobs, and to all workflows in the workspace.
+Once connected, Sim can use the account for authorized actions. Configure a workflow to use the intended available credential.
 
 <Callout type="info">
-  Connected credentials are shared across the workspace. Any workflow that uses the same integration will automatically use the same credential.
+  Select the intended account when configuring each integration. Which credentials are available depends on their ownership, sharing settings, and workspace policy. See [credentials](/platform/credentials).
 </Callout>
 
 See [Credentials](/platform/credentials) for managing connected accounts.
 
 ## Environment Variables
 
-Environment variables are workspace-scoped values — API keys, connection strings, and configuration that workflows reference via `{{ENV_VAR}}` syntax rather than hardcoding. Set them once and every workflow in the workspace can use them.
+Save API keys, connection strings, and configuration under **Secrets**, then reference them with `{{ENV_VAR}}`. Choose personal or workspace scope according to who should use the value. See [secrets](/workflows/variables#environment-variables).
 
 - "Set the DATABASE_URL environment variable to 'postgres://...'"
 - "Add an OPENAI_API_KEY environment variable"
@@ -108,7 +107,7 @@ Once added, MCP tools appear in the workflow editor's tool picker and can be cal
 
 ## Custom Tools
 
-Custom tools are single HTTP endpoints you define manually — useful for internal APIs and services that don't have a built-in Sim integration or an MCP server. Once created, they appear in the workflow editor alongside built-in tools and can be called from any Agent block.
+[Custom tools](/agents/custom-tools) combine a JSON parameter schema with a JavaScript function body. Use one for an internal API call, calculation, or reusable transformation, then add it to an Agent block's tools.
 
 Sim can build custom tools from a description:
 
@@ -117,15 +116,12 @@ Sim can build custom tools from a description:
 - "Create a tool that hits our internal enrichment API with a domain and returns company size, industry, and funding stage"
 - "Add a tool that calls our CRM's REST API to look up a contact by email and return their account owner"
 
-Custom tools appear in the workflow editor and are callable from any Agent block alongside built-in tools.
+
 
 {/* TODO: Screenshot of Chat with the Custom Tool subagent active — showing it building a tool definition. */}
 
 <FAQ items={[
-  { question: "What's the difference between a scheduled job and a deployed workflow?", answer: "A scheduled job runs a Chat prompt on a cron schedule — Sim decides what to do each time based on current workspace state. A deployed workflow runs a fixed, deterministic graph of blocks. Use jobs when you want Sim to reason and adapt; use workflows when you want predictable, auditable execution." },
+  { question: "What's the difference between a scheduled job and a deployed workflow?", answer: "A scheduled job runs a Chat prompt on a cron schedule — Sim decides what to do each time based on current workspace state. A deployed workflow runs a saved graph of blocks, which can include Agent reasoning. Use jobs when you want Sim to reason and adapt; use workflows when you want predictable, auditable execution." },
   { question: "Can a scheduled job trigger a workflow?", answer: "Yes. Include it in the job prompt: 'Run the invoice sync workflow and then post the results to Slack.'" },
-  { question: "How do I know what integrations are connected?", answer: "Ask Sim: 'What integrations are connected to this workspace?' or check the Integrations page." },
-  { question: "Can direct actions be undone?", answer: "No. Actions like sending emails, posting to Slack, or creating records are immediate and irreversible. Confirm the details before asking Sim to act." },
-  { question: "Are environment variables visible to all workflows?", answer: "Yes. Environment variables are workspace-scoped and available to every workflow via {{ENV_VAR}} syntax." },
-  { question: "What's the difference between MCP servers and custom tools?", answer: "MCP servers expose a set of tools from an external service over the MCP protocol — you connect an existing MCP-compatible server. Custom tools are single HTTP endpoints you define manually — useful for internal APIs that don't have an MCP server." },
+  { question: "Can direct actions be undone?", answer: "It depends on the service and action. Some records can be edited or deleted afterward; sending an email cannot be undone by deleting the Chat task." },
 ]} />
diff --git a/apps/docs/content/docs/chat/workflows.mdx b/apps/docs/content/docs/chat/workflows.mdx
index efe183f6c98..c2d3e5dc2b3 100644
--- a/apps/docs/content/docs/chat/workflows.mdx
+++ b/apps/docs/content/docs/chat/workflows.mdx
@@ -3,7 +3,6 @@ title: Workflows
 description: Create, edit, run, debug, deploy, and organize workflows from Chat.
 ---
 
-import { Image } from '@/components/ui/image'
 import { Video } from '@/components/ui/video'
 import { FAQ } from '@/components/ui/faq'
 
@@ -70,7 +69,7 @@ Sim can deploy a workflow as any of the three deployment types:
 
 | Deployment type | What it creates |
 |----------------|----------------|
-| **API** | A REST endpoint at `https://sim.ai/api/workflows/{id}/execute` |
+| **API** | A REST endpoint at `https://sim.ai/api/v2/workflows/{id}/execute` |
 | **Chat** | A hosted conversational interface with a shareable URL |
 | **MCP tool** | An MCP server that exposes the workflow as a tool |
 
@@ -112,7 +111,5 @@ Variables set this way are available via `<variable.VARIABLE_NAME>` syntax insid
 
 <FAQ items={[
   { question: "Can Sim edit a workflow while it's deployed?", answer: "Yes. Editing a workflow does not affect the live deployment. The deployed version is a snapshot — you need to ask Sim to redeploy to push changes to production." },
-  { question: "Can I run a workflow with specific inputs from Chat?", answer: "Yes. Describe the inputs in your message and Sim passes them to the workflow's start block." },
-  { question: "How does Sim know what my workflow does?", answer: "When you reference a workflow, Sim loads its full structure — every block, connection, and configuration — before acting on it." },
-  { question: "What happens to a workflow's deployment when I delete it?", answer: "The workflow and all its deployments are permanently removed. Any API endpoints, chat URLs, or MCP tools that pointed to that workflow will stop working." },
+  { question: "What happens to a workflow's deployment when I delete it?", answer: "Deleting a workflow removes it from the active workspace and disables its deployments. Any API endpoints, chat URLs, or MCP tools that pointed to that workflow will stop working." },
 ]} />
diff --git a/apps/docs/content/docs/cli/authentication.mdx b/apps/docs/content/docs/cli/authentication.mdx
index c56eccfa94a..cf70ed37fa5 100644
--- a/apps/docs/content/docs/cli/authentication.mdx
+++ b/apps/docs/content/docs/cli/authentication.mdx
@@ -186,8 +186,8 @@ disk but does **not** revoke it. Revoke keys under **Settings → API keys**.
 
 ## Authenticating CI
 
-Set an API key and workspace in the environment; the CLI never reads or writes
-a config file, and an explicit key outranks any stored login:
+Set an API key and workspace in the environment; no saved login is required,
+and the environment key overrides any stored login:
 
 ```bash
 export SIM_API_KEY="sim_…"
@@ -258,10 +258,10 @@ sim configure --set-endpoint http://localhost:3000 --profile local
 ```
 
 OAuth sign-in is available by default when server authentication is enabled.
-`DISABLE_AUTH=true` disables OAuth. Older servers without OAuth support use the
-pairing-code handoff. Keep the database schema current and drain app instances
-that predate the OAuth token-family lifecycle before accepting OAuth traffic.
-See [Sign in with Sim](/platform/self-hosting/authentication#sign-in-with-sim).
+`DISABLE_AUTH=true` disables OAuth. Servers without OAuth use the pairing-code
+handoff when they support platform API keys. See
+[Sign in with Sim](/platform/self-hosting/authentication#sign-in-with-sim) for
+server configuration and upgrade requirements.
 
 ## Where the login is stored
 
diff --git a/apps/docs/content/docs/cli/commands.mdx b/apps/docs/content/docs/cli/commands.mdx
index a108204a7c3..ac51f72acda 100644
--- a/apps/docs/content/docs/cli/commands.mdx
+++ b/apps/docs/content/docs/cli/commands.mdx
@@ -1,5 +1,5 @@
 ---
-title: Overview
+title: CLI Commands
 description: Global options, and every sim command group
 ---
 
@@ -11,9 +11,9 @@ Every `sim` command follows the same shape:
 sim <resource> [sub-resource] <verb> [arguments] [options]
 ```
 
-Resource groups are plural, and each one also accepts its singular spelling —
-`sim workflow get` and `sim workflows get` are the same command. `knowledge`
-additionally answers to `kb`.
+Some resource groups also accept a singular alias: `sim workflow get` and
+`sim workflows get` are the same command. `knowledge` also answers to `kb`.
+Each group’s reference lists its supported aliases.
 
 ## Global options
 
diff --git a/apps/docs/content/docs/cli/configuration.mdx b/apps/docs/content/docs/cli/configuration.mdx
index 8758ab51859..9a6d09b5d8c 100644
--- a/apps/docs/content/docs/cli/configuration.mdx
+++ b/apps/docs/content/docs/cli/configuration.mdx
@@ -3,8 +3,8 @@ title: Configuration
 description: Profiles, config files, environment variables, and how each setting is resolved
 ---
 
-The CLI has four settings: **endpoint**, **API key**, **workspace**, and **output
-format**. Each resolves independently, so a saved default can still be overridden
+The CLI resolves an **endpoint**, **credential**, **workspace**, and **output
+format**. The credential can be a stored OAuth login or an API key. Each resolves independently, so a saved default can still be overridden
 for a single command.
 
 ## Profiles
@@ -101,9 +101,10 @@ api_key = sim_…
 Section naming follows the AWS convention: `[profile dev]` in config, `[dev]` in
 credentials. The `default` profile is `[default]` in both.
 
-`auth_profile` references one direct profile and shares only its endpoint and
-API key; workspace and output remain local. References cannot be chained, and a
-shared profile cannot also set its own endpoint or API key.
+`auth_profile` references one direct profile and shares its endpoint and stored
+login, whether OAuth or an API key. Workspace and output remain local.
+References cannot be chained, and a shared profile cannot also set its own
+endpoint or stored login.
 
 ## Environment variables
 
@@ -123,74 +124,30 @@ shared profile cannot also set its own endpoint or API key.
 
 ## Update notices
 
-On eligible invocations, the CLI uses a daily cache before asking
-`registry.npmjs.org` what is published under the `latest` tag. Prerelease
-installs are skipped entirely, so a `-preview` or `-dev` build is never told to
-upgrade. When a newer one exists, it prints a single line on stderr naming both
-versions and the command that upgrades:
+The CLI checks for a newer release at most once per day on eligible interactive
+invocations. Notices go to stderr and show an upgrade command for the package
+manager that installed Sim.
 
-```
-Update available: sim 2.1.2 → 2.1.5. Run: npm install -g sim@latest
-```
+Checks are skipped in CI, when stderr is redirected, under `npm exec` or `npx`,
+from a repository checkout, and for prerelease versions. Set
+`SIM_NO_UPDATE_CHECK=1` to disable them.
+
+The check uses `registry.npmjs.org` unless `npm_config_registry` names another
+HTTP(S) registry. It sends no Sim API key, workspace, or command. Query-string
+credentials in a configured registry URL are preserved; URLs containing
+username/password userinfo are rejected. Empty registry values use npm, while
+malformed non-empty values disable the check. Redirects are not followed.
 
-Apart from the configured registry URL, the request identifies only the CLI
-version — no Sim API key, workspace, or command — and it never follows a
-redirect away from the registry it asked.
-
-One caveat worth stating plainly: if you point `npm_config_registry` at a
-private mirror, the check goes to that mirror instead of npm. Query-string
-credentials (an Artifactory or Nexus `?token=…`, for example) are preserved and
-sent as part of the configured registry request — they have to be, or the
-mirror would reject it. As with other registry traffic, configured proxies or
-TLS inspection can observe what that network setup permits. A registry URL
-containing username/password userinfo, such as
-`https://user:password@registry.example`, is rejected and no update check is
-made.
-
-An empty or whitespace-only `npm_config_registry` is treated as unset, so the
-public registry remains the default. Non-empty malformed and non-HTTP(S) values
-disable the update check rather than making an unexpected public request.
-
-The notice is skipped entirely when:
-
-- `SIM_NO_UPDATE_CHECK` is set to anything but `0` or `false`
-- stderr is not a terminal, so redirected and piped output is never affected
-- a CI environment variable is present (`CI`, `GITHUB_ACTIONS`, `JENKINS_URL`,
-  `TEAMCITY_VERSION`, `BUILDKITE`)
-- the CLI is running under `npm exec` or `npx`, which may use a project-local or
-  ephemeral package where global-install advice is inappropriate
-- the CLI is running from a checkout of the sim repository, whose version
-  deliberately trails the published one
-- the installed version is a prerelease
-
-The daily pace comes from a timestamp in the config directory's
-`update-check.json`: `~/.sim/update-check.json` by default, or under
-`SIM_CONFIG_DIR` when that is set. `SIM_CONFIG_FILE` and
-`SIM_CREDENTIALS_FILE` do not move the cache, so it may not sit beside a file
-relocated with either of those variables.
-
-This throttle is best-effort across processes. Two commands that start together
-can both see a stale cache and check. Cache replacement is atomic, so either
-complete write can win without leaving a partially interleaved file. If the
-cache cannot be written — for example, because the config directory is
-read-only — every eligible invocation attempts a check because there is no
-timestamp to reuse.
-
-The registry check has a one-second deadline. On expiry, the CLI terminates its
-short-lived request process so stalled DNS, connection, or response work cannot
-remain active and delay the command. `SIM_NO_UPDATE_CHECK=1` still turns the
-check off.
-
-The command the notice prints matches how Sim was installed — `npm install -g`,
-`pnpm add -g`, `bun add -g`, or `yarn global add` — so running it updates the
-executable already on your `PATH` rather than installing a second copy under a
-different package manager.
+The daily cache is `~/.sim/update-check.json`, or under `SIM_CONFIG_DIR`.
+`SIM_CONFIG_FILE` and `SIM_CREDENTIALS_FILE` do not relocate it. If the cache
+cannot be written, eligible invocations may check again. Concurrent commands
+can also each check. Requests have a one-second deadline.
 
 Node's `fetch` uses `HTTP(S)_PROXY` when opted in with `NODE_USE_ENV_PROXY=1`
 (Node 22.21+ or 24.0+) or `--use-env-proxy` (Node 22.21+ or 24.5+).
 
-For CI, set `SIM_API_KEY` and `SIM_WORKSPACE` and nothing needs to touch the
-filesystem at all.
+For CI, set `SIM_API_KEY` and `SIM_WORKSPACE`; no saved login or config file is
+required.
 
 ## Choosing a workspace
 
diff --git a/apps/docs/content/docs/cli/index.mdx b/apps/docs/content/docs/cli/index.mdx
index a9927e7d9e3..3a0107f247a 100644
--- a/apps/docs/content/docs/cli/index.mdx
+++ b/apps/docs/content/docs/cli/index.mdx
@@ -7,9 +7,10 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
 `sim` is the command line for Sim. Sign in once, then run workflows, query tables,
-move files, search knowledge bases, and read run logs from the terminal. Every
-command has a `--output json` mode, so results pipe cleanly into `jq`, cron jobs,
-CI pipelines, and any other tool you already use.
+move files, search knowledge bases, and read run logs from the terminal. Use
+`--output json` for structured results that pipe into `jq`, cron jobs, and CI
+pipelines. See [Output formats](/cli/output) for commands that emit raw content
+or local configuration.
 
 ## Install
 
@@ -50,9 +51,10 @@ and [Python](/api-reference/python) SDKs, or the
 sim login
 ```
 
-The terminal prints a pairing code and a URL. Approve it in the browser and pick
-a workspace. There is no loopback listener, so this works over SSH and in
-containers.
+The CLI opens your browser for approval. Local sign-in prefers OAuth; remote
+terminals use API-key pairing. After OAuth sign-in, choose a default workspace
+with `sim configure --set-workspace <id>`. For SSH and containers, use
+`sim login --method api-key --no-browser` and approve the pairing code.
 
 See [Authentication](/cli/authentication) for CI keys, multiple accounts, and
 self-hosted deployments.
@@ -90,8 +92,9 @@ b8c0d247-9e13-4a86-97f5-2ad4e1638c09  Weekly digest  /Reporting no        18
 sim workflows run 3a9e21d8-5f47-4c0b-b2ea-91d7c6034ef8 --input '{"ticketId":"T-4821"}'
 ```
 
-A workflow must be deployed before it can be run. Deploy from the editor, or
-with `sim workflows deploy <id>`.
+This command runs the active deployment. Deploy from the editor or with
+`sim workflows deploy <id>`. To run the current saved workflow state instead,
+use `sim workflows run <id> --manual`.
 </Step>
 
 </Steps>
@@ -110,9 +113,9 @@ sim tables rows query tbl_9f3c1a05d4b7426e8c2f0917ab35de64 --limit 50
 sim knowledge documents upload 4c1b7f60-2d55-4a3e-9c18-70b6ea2f9d31 ./handbook.pdf
 ```
 
-Resource groups are plural, and each also accepts its singular spelling —
-`sim workflow get` and `sim workflows get` are the same command. `knowledge`
-also answers to `kb`.
+Some resource groups also accept a singular alias: `sim workflow get` and
+`sim workflows get` are the same command. `knowledge` also answers to `kb`.
+Each group’s reference lists its supported aliases.
 
 Every command accepts `--help`, at any depth:
 
@@ -132,6 +135,7 @@ sim tables rows query --help
 | [`files`](/cli/files) | Upload, download, share, and organize workspace files |
 | [`knowledge`](/cli/knowledge) | Search knowledge bases and manage their documents and tags |
 | [`skills`](/cli/skills) | Manage agent skills |
+| [`sandboxes`](/cli/sandboxes) | Manage sandbox dependencies, managed CLIs, and system packages |
 | [`mcp-servers`](/cli/mcp-servers) | Manage MCP server connections and their tools |
 | [`custom-tools`](/cli/custom-tools) | Manage custom tool definitions |
 | [`credentials`](/cli/credentials) | Connect, reconnect, and disconnect integration credentials |
@@ -140,7 +144,7 @@ sim tables rows query --help
 | [`audit-logs`](/cli/audit-logs) | Read organization audit logs |
 | [`workspaces`](/cli/workspaces) | Inspect the active workspace and its members |
 | [`blocks`](/cli/blocks) | Browse the block catalog and read one block's configuration fields |
-| [`tools`](/cli/tools) | Browse the tool catalog |
+| [`tools`](/cli/tools) | Browse and execute built-in tools |
 | [`connector-types`](/cli/connector-types) | Browse knowledge-base connector types and their config fields |
 | [`chat-deployments`](/cli/chat-deployments) | List the hosted chats a workspace serves |
 | [`workflow-mcp-servers`](/cli/workflow-mcp-servers) | Publish workflows as MCP tools for outside agents |
@@ -158,5 +162,3 @@ itself.
 - [Output formats](/cli/output) — `table`, `json`, `yaml`, and `text`, and when to use each
 - [Scripting](/cli/scripting) — piping, file inputs, exit codes, and automation recipes
 - [Troubleshooting](/cli/troubleshooting) — what each error means, and how to resolve it
-- [Command overview](/cli/commands) — global options, the command groups, and the commands that take no resource
-- [Complete reference](/cli/reference) — every command, argument, and flag on a single page
diff --git a/apps/docs/content/docs/cli/knowledge.mdx b/apps/docs/content/docs/cli/knowledge.mdx
index 1dcd516b7fe..e8ff47e9717 100644
--- a/apps/docs/content/docs/cli/knowledge.mdx
+++ b/apps/docs/content/docs/cli/knowledge.mdx
@@ -1043,7 +1043,7 @@ sim knowledge search [options]
 | --- | --- | --- |
 | `--kb <value...>` | Yes | Knowledge base ID (repeatable) (space-separated, or @path / @- with one value per line; @@value for a literal leading @). |
 | `--query <value>` | No | Text to search for. |
-| `--top-k <value>` | No | Maximum number of search results to return. Must be a whole number between 1 and 100; the boundary schema only bounds the range, so a fractional value is admitted here and then rejected with 400 during search. |
+| `--top-k <value>` | No | Maximum number of search results to return. Must be a whole number between 1 and 100. |
 | `--tag-filters <json\|@file>` | No | Tag filters as [&#123;"tagName":"...","operator":"...","value":"..."&#125;] (JSON, or @path / @- to read a file or stdin). |
 | `--search-mode <value>` | No | Search algorithm. Accepted values: `vector`, `hybrid`. |
 | `--reranker-enabled` | No | Re-order retrieved chunks with a reranking model before truncating to `topK`. Ignored for a tag-only search, and billed as an additional search unit. Reranking is best-effort — a provider failure falls back to vector ordering, so check `rerankerStatus` on the response. |
diff --git a/apps/docs/content/docs/cli/logs.mdx b/apps/docs/content/docs/cli/logs.mdx
index 281dfb3bce5..f29733d9b76 100644
--- a/apps/docs/content/docs/cli/logs.mdx
+++ b/apps/docs/content/docs/cli/logs.mdx
@@ -89,7 +89,7 @@ sim logs list [options]
 | `--include-job-runs` | No | Include Chat and Sim-agent jobs alongside workflow runs. Jobs use `kind: "job"` and have no workflow or cost ledger. Workflow, folder, model, or status filters exclude jobs. This option is valid only when sorting by `startedAt`. |
 | `--no-include-job-runs` | No | Send --include-job-runs as false. |
 | `--run-id <value>` | No | Exact run identifier to match. |
-| `--sort-by <value>` | No | Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs order as though the value were below every recorded one, so they trail an ascending page and lead a descending one. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included. Accepted values: `startedAt`, `durationMs`, `cost`, `status`. |
+| `--sort-by <value>` | No | Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs sort before recorded values in ascending order and after them in descending order. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included. Accepted values: `startedAt`, `durationMs`, `cost`, `status`. |
 | `--sort-order <value>` | No | Sort direction. Accepted values: `asc`, `desc`. |
 | `--folder <value...>` | No | Folder path as shown in the app; the leading / is optional (space-separated, or @path / @- with one value per line; @@value for a literal leading @). |
 
diff --git a/apps/docs/content/docs/cli/output.mdx b/apps/docs/content/docs/cli/output.mdx
index 9c4630a5586..85ca9d95c97 100644
--- a/apps/docs/content/docs/cli/output.mdx
+++ b/apps/docs/content/docs/cli/output.mdx
@@ -3,7 +3,7 @@ title: Output formats
 description: table, json, yaml, and text — what each is for, and how to select one
 ---
 
-Every command renders through the same four formats.
+Commands that return structured API data support four output formats.
 
 | Format | For |
 | --- | --- |
@@ -68,8 +68,11 @@ sim logs get 9c4f0b7e-2d81-4a35-b6e9-70f1c8a2d543 --output json | jq '.traceSpan
 
 ## Exceptions
 
-`sim profiles` and `sim configure` always print for humans — they report local
-configuration, not API data.
+`sim profiles` and `sim configure` print local configuration for humans.
+`sim files get` writes the file’s raw content to stdout or `--output-file`.
+
+`sim chat` streams reply text in `table` and `text` modes. In `json` or `yaml`
+mode it waits for the finished result and includes the conversation ID.
 
 `sim workflows export` always emits raw JSON, or YAML when the profile says so,
 so that it round-trips through `import`:
diff --git a/apps/docs/content/docs/cli/reference.mdx b/apps/docs/content/docs/cli/reference.mdx
index 9c39df61fc4..eee728763ca 100644
--- a/apps/docs/content/docs/cli/reference.mdx
+++ b/apps/docs/content/docs/cli/reference.mdx
@@ -2345,7 +2345,7 @@ sim knowledge search [options]
 | --- | --- | --- |
 | `--kb <value...>` | Yes | Knowledge base ID (repeatable) (space-separated, or @path / @- with one value per line; @@value for a literal leading @). |
 | `--query <value>` | No | Text to search for. |
-| `--top-k <value>` | No | Maximum number of search results to return. Must be a whole number between 1 and 100; the boundary schema only bounds the range, so a fractional value is admitted here and then rejected with 400 during search. |
+| `--top-k <value>` | No | Maximum number of search results to return. Must be a whole number between 1 and 100. |
 | `--tag-filters <json\|@file>` | No | Tag filters as [&#123;"tagName":"...","operator":"...","value":"..."&#125;] (JSON, or @path / @- to read a file or stdin). |
 | `--search-mode <value>` | No | Search algorithm. Accepted values: `vector`, `hybrid`. |
 | `--reranker-enabled` | No | Re-order retrieved chunks with a reranking model before truncating to `topK`. Ignored for a tag-only search, and billed as an additional search unit. Reranking is best-effort — a provider failure falls back to vector ordering, so check `rerankerStatus` on the response. |
@@ -2542,7 +2542,7 @@ sim logs list [options]
 | `--include-job-runs` | No | Include Chat and Sim-agent jobs alongside workflow runs. Jobs use `kind: "job"` and have no workflow or cost ledger. Workflow, folder, model, or status filters exclude jobs. This option is valid only when sorting by `startedAt`. |
 | `--no-include-job-runs` | No | Send --include-job-runs as false. |
 | `--run-id <value>` | No | Exact run identifier to match. |
-| `--sort-by <value>` | No | Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs order as though the value were below every recorded one, so they trail an ascending page and lead a descending one. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included. Accepted values: `startedAt`, `durationMs`, `cost`, `status`. |
+| `--sort-by <value>` | No | Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs sort before recorded values in ascending order and after them in descending order. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included. Accepted values: `startedAt`, `durationMs`, `cost`, `status`. |
 | `--sort-order <value>` | No | Sort direction. Accepted values: `asc`, `desc`. |
 | `--folder <value...>` | No | Folder path as shown in the app; the leading / is optional (space-separated, or @path / @- with one value per line; @@value for a literal leading @). |
 
diff --git a/apps/docs/content/docs/cli/scripting.mdx b/apps/docs/content/docs/cli/scripting.mdx
index 990380699e8..c6f4fbfe10a 100644
--- a/apps/docs/content/docs/cli/scripting.mdx
+++ b/apps/docs/content/docs/cli/scripting.mdx
@@ -5,7 +5,7 @@ description: File and stdin inputs, list flags, pagination, exit codes, and auto
 
 import { Callout } from 'fumadocs-ui/components/callout'
 
-Everything below applies to every command.
+Use these patterns to pass inputs, page through results, and handle command outcomes.
 
 ## Reading input from files and stdin
 
@@ -38,8 +38,8 @@ is written `@@`. Only the leading `@` is dropped, and every `@`-aware flag
 accepts the escape:
 
 ```bash
-sim files share set wf_3Qm8ZtLpR2yVnKd7BsXwC --allowed-emails @@example.org
-sim secrets set API_HOST --value @@internal
+sim files share set wf_3Qm8ZtLpR2yVnKd7BsXwC --is-active true --auth-type email --allowed-emails @@example.org
+sim secrets set API_HOST --scope workspace --value @@internal
 ```
 
 Without it, `--allowed-emails @example.org` can only be read as a request to
@@ -137,8 +137,11 @@ number of 1 or more to cap the blast radius, or omit the flag deliberately.
 | Code | Meaning |
 | --- | --- |
 | `0` | Success |
-| `1` | Anything else — API error, bad configuration, invalid arguments, or a missing `--yes` |
-| `2` | `sim whoami` only: the check could not be made at all |
+| `1` | API/configuration/argument failure, or a failed workflow when using `workflows runs wait` |
+| `2` | `whoami`: no verification verdict; `workflows runs wait`: the run was cancelled |
+| `3` | `workflows runs wait`: the run is paused for human input |
+| `4` | `workflows runs wait`: the wait timed out |
+| `130` | Interactive secret entry was cancelled with Ctrl-C |
 
 Errors print one line to stderr, prefixed `Error:`, plus the API's error code and
 validation details when it supplies them. Failures are safe to branch on:
@@ -190,22 +193,19 @@ sim workflows runs get "$run_id" --workflow 3a9e21d8-5f47-4c0b-b2ea-91d7c6034ef8
 
 ## Polling a long run
 
-Start the run asynchronously, then poll its status:
+Start the run asynchronously, then use the CLI’s wait command:
 
 ```bash
 run_id=$(sim workflows run 3a9e21d8-5f47-4c0b-b2ea-91d7c6034ef8 --async --output json | jq -r '.runId')
-
-until sim workflows runs get "$run_id" --workflow 3a9e21d8-5f47-4c0b-b2ea-91d7c6034ef8 --output json \
-  | jq -e '.status | IN("completed","failed","cancelled")' > /dev/null; do
-  sleep 5
-done
-
-sim logs get "$run_id" --trace
+sim workflows runs wait "$run_id" --workflow 3a9e21d8-5f47-4c0b-b2ea-91d7c6034ef8 --wait-timeout 3600 --output json
 ```
 
-`workflows runs get` is the lightweight status check; `logs get` is the full
-diagnostic. For a paused run, the status includes the context ID that
-`sim workflows runs resume` needs.
+The command polls until the run completes, fails, is cancelled, or pauses for
+human input. Time-based pauses continue waiting. Its exit code identifies the
+outcome; `--wait-timeout 0` waits indefinitely.
+
+Use `sim logs get "$run_id" --trace` for full diagnostics. A run paused for human
+input includes the context ID needed by `sim workflows runs resume`.
 
 ## Working with folders
 
diff --git a/apps/docs/content/docs/cli/troubleshooting.mdx b/apps/docs/content/docs/cli/troubleshooting.mdx
index ae396ec325a..f577f21e1de 100644
--- a/apps/docs/content/docs/cli/troubleshooting.mdx
+++ b/apps/docs/content/docs/cli/troubleshooting.mdx
@@ -5,9 +5,10 @@ description: The failures whose cause is not obvious from the error message
 
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
-Errors print one line to stderr, prefixed `Error:`, and exit `1` — except
-`sim whoami`, which exits `2` when it could not reach the API to check at all.
-Most say what to do next; the cases below are the ones that do not.
+Most command errors print to stderr and exit `1`. `sim whoami` and
+`sim workflows runs wait` use additional codes to distinguish outcomes; see
+[Exit codes](/cli/scripting#exit-codes). The cases below explain failures whose
+cause may not be obvious from the message.
 
 Start with `sim whoami`. It prints the resolved endpoint, workspace, and output
 format, **and where each came from** — which explains most surprises on its own —
@@ -24,9 +25,10 @@ workspace you configured.
 sim whoami
 ```
 
-Note that `sim login` sets the profile's default workspace to whichever one you
-picked on the approval page. It does **not** limit the key to that workspace —
-use `--workspace` to reach any other workspace the key can access.
+API-key pairing sets the default workspace selected on its approval page.
+After OAuth login, set one with `sim configure --set-workspace <id>`.
+The default target does not restrict your credential: use `--workspace` to reach
+another workspace that credential can access.
 
 ## An error ends in `— run: sim login --profile <name>`
 
diff --git a/apps/docs/content/docs/cli/workflow-mcp-servers.mdx b/apps/docs/content/docs/cli/workflow-mcp-servers.mdx
index 909fdf4a5db..8237adc8c0a 100644
--- a/apps/docs/content/docs/cli/workflow-mcp-servers.mdx
+++ b/apps/docs/content/docs/cli/workflow-mcp-servers.mdx
@@ -1,5 +1,5 @@
 ---
-title: Workflow Mcp Servers
+title: Workflow MCP Servers
 description: Manage workflow mcp servers — every subcommand, argument, and flag
 ---
 
diff --git a/apps/docs/content/docs/desktop/index.mdx b/apps/docs/content/docs/desktop/index.mdx
index 05c219bb2e8..925c58938e0 100644
--- a/apps/docs/content/docs/desktop/index.mdx
+++ b/apps/docs/content/docs/desktop/index.mdx
@@ -151,5 +151,5 @@ Updates come from the deployment you are connected to, so a self-hosted install
 - **A system-trusted TLS certificate**, if you self-host. The app rejects certificate errors outright and offers no override, so a private CA must be installed in the macOS keychain.
 
 <Callout>
-  The desktop app is macOS-only today. The web app works in any browser on any platform, and your account, workspaces, and workflows are the same either way — the app adds native capabilities on top, it does not hold anything of its own.
+  The desktop app is macOS-only today. The web app works in any browser on any platform, and your account, workspaces, and workflows are the same either way.
 </Callout>
diff --git a/apps/docs/content/docs/files/editor.mdx b/apps/docs/content/docs/files/editor.mdx
index 2aac2c6f297..046ed565cac 100644
--- a/apps/docs/content/docs/files/editor.mdx
+++ b/apps/docs/content/docs/files/editor.mdx
@@ -7,7 +7,7 @@ import { Image } from '@/components/ui/image'
 import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Callout } from 'fumadocs-ui/components/callout'
 
-Every markdown file in your workspace opens in a **rich editor**. Type markdown and it renders as you go, or format visually with the toolbar and slash menu. What you see is exactly what gets saved — plain markdown underneath, no lock-in.
+Every markdown file in your workspace opens in a **rich editor**. Type markdown and it renders as you go, or format visually with the toolbar and slash menu. The file is saved as plain markdown.
 
 <div className="mx-auto w-full overflow-hidden rounded-lg my-6">
   <Image src="/static/files/editor/overview.png" alt="A markdown file rendered in the editor: headings, bold, italic, and a link, a nested bullet list, and a table" width={900} height={410} />
diff --git a/apps/docs/content/docs/files/generating.mdx b/apps/docs/content/docs/files/generating.mdx
index 1b371eaa17b..6c2f1a4db77 100644
--- a/apps/docs/content/docs/files/generating.mdx
+++ b/apps/docs/content/docs/files/generating.mdx
@@ -4,11 +4,9 @@ description: How a workflow produces a document, report, or media file and saves
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 
 A generated file is an artifact a workflow run creates: a report, a CSV, a rendered audio clip. It starts as a value a block produces and becomes a workspace file when a [File](/integrations/file) block writes it to the [Files](/files) store. Once saved, it has a name, a size, and a URL, and any later run can read it back.
 
-Like a build pipeline that produces artifacts and stores them in an artifact repository, a workflow produces file artifacts that land in your workspace Files store, indexed by ID and shared across every workflow.
 
 {/* VISUAL: flow diagram: [Agent/Function block produces content] → [File block, Write] → [Files panel, file visible] */}
 
@@ -56,12 +54,3 @@ During a run, the file also appears in the output panel as the File block's outp
 ## Returning a generated file from a deployment
 
 When a workflow is deployed as an [API](/workflows/deployment/api), a generated file can be part of the response. Reference the file in a [Response](/workflows/blocks/response) block, or include its ID in the object you return. The caller uses the `url` or `id` to fetch the file from the workspace store. The file itself stays in the Files store, and the response carries a pointer to it, not the bytes.
-
-## Next
-
-<Cards>
-  <Card title="Files overview" href="/files" description="The artifact layer of your workspace." />
-  <Card title="Using files in workflows" href="/files/passing-files" description="Provide files to a workflow and receive files back." />
-  <Card title="File block" href="/files" description="Read, Get, Write, and Append operations in full." />
-  <Card title="API deployment" href="/workflows/deployment/api" description="Expose a workflow as an API and return file references." />
-</Cards>
diff --git a/apps/docs/content/docs/files/index.mdx b/apps/docs/content/docs/files/index.mdx
index f70fcc387ad..555aaefa26f 100644
--- a/apps/docs/content/docs/files/index.mdx
+++ b/apps/docs/content/docs/files/index.mdx
@@ -1,5 +1,5 @@
 ---
-title: Overview
+title: Files
 description: Files are the documents, images, spreadsheets, and PDFs your workflows read and produce.
 ---
 
diff --git a/apps/docs/content/docs/files/meta.json b/apps/docs/content/docs/files/meta.json
index 0fa0171348b..6d8ff155460 100644
--- a/apps/docs/content/docs/files/meta.json
+++ b/apps/docs/content/docs/files/meta.json
@@ -1,4 +1,4 @@
 {
   "title": "Files",
-  "pages": ["index", "editor", "using-in-workflows", "generating", "passing-files"]
+  "pages": ["editor", "using-in-workflows", "generating", "passing-files"]
 }
diff --git a/apps/docs/content/docs/files/passing-files.mdx b/apps/docs/content/docs/files/passing-files.mdx
index 62bf616bc29..846566e4287 100644
--- a/apps/docs/content/docs/files/passing-files.mdx
+++ b/apps/docs/content/docs/files/passing-files.mdx
@@ -87,7 +87,7 @@ When calling a workflow via API that expects file input, include files in your r
 <Tabs items={['Base64', 'URL']}>
   <Tab value="Base64">
     ```bash
-    curl -X POST "https://sim.ai/api/workflows/YOUR_WORKFLOW_ID/execute" \
+    curl -X POST "https://sim.ai/api/v2/workflows/YOUR_WORKFLOW_ID/execute" \
       -H "Content-Type: application/json" \
       -H "x-api-key: YOUR_API_KEY" \
       -d '{
@@ -101,7 +101,7 @@ When calling a workflow via API that expects file input, include files in your r
   </Tab>
   <Tab value="URL">
     ```bash
-    curl -X POST "https://sim.ai/api/workflows/YOUR_WORKFLOW_ID/execute" \
+    curl -X POST "https://sim.ai/api/v2/workflows/YOUR_WORKFLOW_ID/execute" \
       -H "Content-Type: application/json" \
       -H "x-api-key: YOUR_API_KEY" \
       -d '{
@@ -173,9 +173,6 @@ Use `url` for direct downloads or `base64` for inline processing.
 import { FAQ } from '@/components/ui/faq'
 
 <FAQ items={[
-  { question: "What is the maximum file size for uploads?", answer: "The maximum file size for files processed during a workflow run is 20 MB. Files exceeding this limit will be rejected with an error indicating the actual file size. For larger files, use storage blocks like S3 or Supabase for intermediate storage." },
-  { question: "What file input formats are supported via the API?", answer: "When triggering a workflow via API, you can send files as base64-encoded data (using a data URI with the format 'data:{mime};base64,{data}') or as a URL pointing to a publicly accessible file. In both cases, include the file name and MIME type in the request." },
-  { question: "How are files passed between blocks internally?", answer: "Files are represented as standardized UserFile objects with name, url, base64, type, and size properties. Most blocks accept the full file object and extract what they need automatically, so you typically pass the entire object rather than individual properties." },
-  { question: "Do I need to extract base64 or URL from file objects manually?", answer: "No. Most blocks accept the full file object and handle the format conversion automatically. Simply pass the entire file reference (e.g., <gmail.attachments[0]>) and the receiving block will extract the data it needs." },
-  { question: "How do file fields work in the Start block's input format?", answer: "When you define a field with type 'file[]' in the Start block's input format, the engine automatically processes incoming file data (base64 or URL) and uploads it to storage, converting it into UserFile objects before the workflow runs." },
+  { question: "What is the maximum file size for uploads?", answer: "There is no single limit for every file path. Workspace storage, workflow uploads, Function mounts, and external tools have separate limits. Check the receiving operation before passing a large file; Function sandbox mounts currently limit each inline file to 10 MB." },
+  { question: "How do file fields work in the Start block's input format?", answer: "When you define a field with type 'files' in the Start block's input format, the engine automatically processes incoming file data (base64 or URL) and uploads it to storage, converting it into UserFile objects before the workflow runs." },
 ]} />
diff --git a/apps/docs/content/docs/files/using-in-workflows.mdx b/apps/docs/content/docs/files/using-in-workflows.mdx
index 3279ddaa364..a97a9883f00 100644
--- a/apps/docs/content/docs/files/using-in-workflows.mdx
+++ b/apps/docs/content/docs/files/using-in-workflows.mdx
@@ -4,7 +4,6 @@ description: Read a file's contents in a workflow, pass a file to a block that n
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import { WorkflowPreview, FILE_SUMMARY_WORKFLOW } from '@/components/workflow-preview'
 
 A file is a document, image, spreadsheet, or PDF in your workspace. A workflow can read a file to act on its contents, pass a file to a block or tool that needs one (attach a PDF to an email, send an image to a vision model), or produce a new file and save it. The [File](/integrations/file) block is how a file enters or leaves a workflow; the work in between is done by whatever block the task calls for.
@@ -97,13 +96,3 @@ Write creates a new workspace file and returns its `id`, `name`, `size`, and `ur
 Each block references the previous one by name, so you compose only the steps a task needs. A contract read by an Agent that returns a verdict stops at processing, and an uploaded image described by a vision model never touches Write, while a fetched CSV cleaned by a Function and saved as a new file uses all three. Reading a file in is common, and writing one out is only for when the result is itself a file.
 
 For the file-object schema in full, base64 access, and how files move across API and chat triggers, see [Passing files](/files/passing-files).
-
-## Next
-
-<Cards>
-  <Card title="Passing files" href="/files/passing-files" description="The file object in full: properties, base64, and references across blocks." />
-  <Card title="Generating & storing files" href="/files/generating" description="Produce files from a run and save them to your workspace." />
-  <Card title="File block reference" href="/integrations/file" description="Every operation, input, and output in detail." />
-  <Card title="Agent block" href="/workflows/blocks/agent" description="Give an agent files to read, summarize, or analyze." />
-  <Card title="Using tables in workflows" href="/tables/using-in-workflows" description="Read and write structured rows the same way you read and write files." />
-</Cards>
diff --git a/apps/docs/content/docs/getting-started/index.mdx b/apps/docs/content/docs/getting-started/index.mdx
index 734b28d4084..18abe1ab3dd 100644
--- a/apps/docs/content/docs/getting-started/index.mdx
+++ b/apps/docs/content/docs/getting-started/index.mdx
@@ -8,7 +8,6 @@ import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Video } from '@/components/ui/video'
 import { Image } from '@/components/ui/image'
-import { FAQ } from '@/components/ui/faq'
 
 Build a people research agent in 10 minutes. It takes a name through a chat interface, searches the web with AI search tools, and returns structured JSON with the person's location, profession, and education.
 
@@ -88,18 +87,9 @@ Build a people research agent in 10 minutes. It takes a name through a chat inte
     Everything the block you just used can do — tools, memory, skills, structured output.
   </Card>
   <Card title="Integrations" href="/integrations">
-    1,000+ services your agents can act on, from Gmail to HubSpot.
+    supported services your agents can act on, from Gmail to HubSpot.
   </Card>
   <Card title="Deploy it" href="/workflows/deployment">
     Ship the workflow as an API, a chat, or an MCP server.
   </Card>
 </Cards>
-
-<FAQ items={[
-  { question: "How long does the getting started tutorial take?", answer: "About 10 minutes. You will have a fully working workflow by the end." },
-  { question: "Do I need API keys to follow this tutorial?", answer: "No. On hosted Sim, the model and the search tools run on Sim's hosted keys, included with your plan credits. You can bring your own provider keys if you prefer." },
-  { question: "Do I need coding experience to complete this tutorial?", answer: "No. The whole tutorial uses the visual builder and the chat panel — no code." },
-  { question: "Can I use a different model?", answer: "Yes. The Agent block supports models from OpenAI, Anthropic, Google, Groq, Cerebras, DeepSeek, xAI, and more, plus local models through Ollama if you self-host." },
-  { question: "Can I import workflows from other tools?", answer: "Not directly. But you can describe what you want to Sim in natural language and have it build the workflow for you, which is usually faster than manual recreation." },
-  { question: "What if my workflow does not produce the expected output?", answer: "Test iteratively in the Chat panel and inspect each block's output from the dropdown to pinpoint where things go wrong. The Logs page records every run, block by block, with inputs, outputs, timing, and cost." },
-]} />
diff --git a/apps/docs/content/docs/index.mdx b/apps/docs/content/docs/index.mdx
index d86f854f532..9c342ce5adf 100644
--- a/apps/docs/content/docs/index.mdx
+++ b/apps/docs/content/docs/index.mdx
@@ -4,9 +4,7 @@ title: Documentation
 
 import { Card, Cards } from 'fumadocs-ui/components/card'
 
-# Sim Documentation
-
-Welcome to Sim, the open-source AI workspace where teams build, deploy, and manage AI agents. Create agents visually with the workflow builder, conversationally through Chat, or programmatically with the API — connected to 1,000+ integrations and every major LLM.
+Welcome to Sim, the open-source AI workspace where teams build, deploy, and manage AI agents. Create agents visually with the workflow builder, conversationally through Chat, or programmatically with the API — connected to the integration catalog and every major LLM.
 
 ## Quick Start
 
@@ -21,7 +19,7 @@ Welcome to Sim, the open-source AI workspace where teams build, deploy, and mana
     Learn about the building blocks
   </Card>
   <Card title="Tools & Integrations" href="/integrations">
-    Explore 1,000+ integrations
+    Explore the integration catalog
   </Card>
 </Cards>
 
@@ -34,8 +32,8 @@ Welcome to Sim, the open-source AI workspace where teams build, deploy, and mana
   <Card title="Variables" href="/workflows/variables">
     Work with workflow and environment variables
   </Card>
-  <Card title="Execution" href="/workflows">
-    Monitor agent runs and manage costs
+  <Card title="Logs & debugging" href="/logs-debugging">
+    Inspect workflow runs and diagnose failures
   </Card>
   <Card title="Triggers" href="/workflows#triggers">
     Start agents via API, webhooks, or schedules
@@ -54,4 +52,4 @@ Welcome to Sim, the open-source AI workspace where teams build, deploy, and mana
   <Card title="SDKs" href="/api-reference">
     Integrate Sim into your applications
   </Card>
-</Cards>
\ No newline at end of file
+</Cards>
diff --git a/apps/docs/content/docs/integrations/a2a.mdx b/apps/docs/content/docs/integrations/a2a.mdx
index 39996551d8f..761af3a56d5 100644
--- a/apps/docs/content/docs/integrations/a2a.mdx
+++ b/apps/docs/content/docs/integrations/a2a.mdx
@@ -22,10 +22,6 @@ With the A2A block you can:
 You need the external agent's endpoint URL and, if it requires authentication, an API key.
 {/* MANUAL-CONTENT-END */}
 
-## Usage Instructions
-
-Use the A2A (Agent-to-Agent) protocol to call external AI agents over the latest A2A specification.
-
 ## Tools
 
 ### A2A Send Message
@@ -124,7 +120,5 @@ Fetch the Agent Card (discovery document) for an external A2A agent.
 
 ## Notes
 
-- Category: `blocks`
-- Type: `a2a`
 - Send Message blocks until the agent reaches a terminal (`completed`, `failed`, `canceled`, `rejected`) or interrupted (`input-required`, `auth-required`) state. Use Get Task to poll a task you continue later, and branch on `state`.
 - Task IDs are scoped to the external agent, not to Sim. Anyone who knows an agent URL and task ID can read or cancel that task unless the agent enforces its own authentication — set an API key for agents that require one.
diff --git a/apps/docs/content/docs/integrations/affinity.mdx b/apps/docs/content/docs/integrations/affinity.mdx
index 0e9bc038725..0cb7db0300f 100644
--- a/apps/docs/content/docs/integrations/affinity.mdx
+++ b/apps/docs/content/docs/integrations/affinity.mdx
@@ -11,25 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Affinity](https://www.affinity.co/) is the CRM private capital firms run on — venture capital, private equity, private credit, investment banking, and family offices. It captures every email and calendar event across the firm automatically, turns that history into scored relationships, and organizes deals as rows on Lists whose columns each firm defines for itself.
+[Affinity](https://www.affinity.co/) is a CRM for companies, people, opportunities, and relationship data. Its v2 integration can read and update records, lists, field values, notes, interactions, and transcripts.
 
-**Why Affinity?**
-- **Relationship intelligence, not just records:** Every pair of people carries an interaction score derived from real communication, so "who here can introduce me" is a query rather than a Slack thread.
-- **No manual entry:** Emails, meetings, calls, and chat messages are captured and attributed on their own. The API reads that history as first-class objects.
-- **Lists are the data model:** A deal lives as a row on a List, and the List's columns are the fields the firm actually tracks. Field IDs are discoverable at runtime, so a workflow adapts to a firm's schema instead of hardcoding it.
-- **A change feed built for sync:** Field value changes are exposed as an ordered, cursor-paged stream, which is what makes an incremental mirror possible without re-reading the whole workspace.
-
-**Using Affinity in Sim**
-
-Sim's Affinity integration covers the v2 API end to end with an API key — 70 operations across companies, people, opportunities, lists, list entries, saved views, fields, notes, reminders, merges, interactions, transcripts, and users. Field values are readable and writable one at a time or a hundred per request, and the discovery operations (**List Field Metadata**, **List List Fields**, and the dropdown-option operations) exist so an agent can learn a workspace's schema before it writes to it.
-
-**Key benefits of using Affinity in Sim:**
-- **Pipeline reporting:** Page a List or a Saved View with exactly the columns a report needs, then summarize what moved, what stalled, and what is closing.
-- **Writing back:** Move a deal's stage, fill an enriched field, or update a hundred columns on one row in a single call — with the dropdown option resolved by name first, so nothing is written blind.
-- **Warm introductions:** Combine relationship scores with the inferred-connection operations, which surface paths through shared employment history and through investors who backed a company a target once led.
-- **Meeting capture:** Read a transcript fragment by fragment and write the summary back as a note anchored to that meeting, attached to the companies and people it concerns.
-- **Natural-language sourcing:** **Semantic Search** takes an investment thesis in plain language and returns scored companies; **Search Notes** and **Search Files** answer diligence questions from what the firm already wrote down.
-- **Incremental sync:** Follow the field-value change feed from a stored cursor to keep a table or warehouse in step without a full reload.
+Discover a workspace’s list fields and dropdown options before writing values. Use bulk field operations for multiple changes and follow the field-value change feed from a stored cursor for incremental sync. Relationship and inferred-connection operations help find introduction paths; Semantic Search finds companies from an investment description.
 
 **Before you start**
 
diff --git a/apps/docs/content/docs/integrations/agentmail.mdx b/apps/docs/content/docs/integrations/agentmail.mdx
index ebdcb8714af..a6d9482cf6e 100644
--- a/apps/docs/content/docs/integrations/agentmail.mdx
+++ b/apps/docs/content/docs/integrations/agentmail.mdx
@@ -11,27 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[AgentMail](https://agentmail.to/) is an API-first email platform built for agents and automation. AgentMail lets you create email inboxes on the fly, send and receive messages, reply to threads, manage drafts, and organize conversations with labels — all through a simple REST API designed for programmatic access.
-
-**Why AgentMail?**
-- **Agent-Native Email:** Purpose-built for AI agents and automation — create inboxes, send messages, and manage threads without human-facing UI overhead.
-- **Full Email Lifecycle:** Send new messages, reply to threads, forward emails, manage drafts, and schedule sends — all from a single API.
-- **Thread & Conversation Management:** Organize emails into threads with full read, reply, forward, and label support for structured conversation tracking.
-- **Draft Workflow:** Compose drafts, update them, schedule sends, and dispatch when ready — perfect for review-before-send workflows.
-- **Label Organization:** Tag threads and messages with custom labels for filtering, routing, and downstream automation.
-
-**Using AgentMail in Sim**
-
-Sim's AgentMail integration connects your agentic workflows directly to AgentMail using an API key. With 20 operations spanning inboxes, threads, messages, and drafts, you can build powerful email automations without writing backend code.
-
-**Key benefits of using AgentMail in Sim:**
-- **Dynamic inbox creation:** Spin up new inboxes on the fly for each agent, workflow, or customer — perfect for multi-tenant email handling.
-- **Automated email processing:** List and read incoming messages, then trigger downstream actions based on content, sender, or labels.
-- **Conversational email:** Reply to threads and forward messages to keep conversations flowing naturally within your automated workflows.
-- **Draft and review workflows:** Create drafts, update them with AI-generated content, and send when approved — ideal for human-in-the-loop patterns.
-- **Email organization:** Apply labels to threads and messages to categorize, filter, and route emails through your automation pipeline.
-
-Whether you're building an AI email assistant, automating customer support replies, processing incoming leads, or managing multi-agent email workflows, AgentMail in Sim gives you direct, secure access to the full AgentMail API — no middleware required. Simply configure your API key, select the operation you need, and let Sim handle the rest.
+[AgentMail](https://agentmail.to/) connects Sim workflows to email inboxes using an API key. Create inboxes, send and read messages, reply to or forward conversations, manage drafts, and apply labels to threads and messages. For review-before-send workflows, create a draft, update it with the reviewed content, then send it.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/agentphone.mdx b/apps/docs/content/docs/integrations/agentphone.mdx
index 331d1b82649..37939b58e65 100644
--- a/apps/docs/content/docs/integrations/agentphone.mdx
+++ b/apps/docs/content/docs/integrations/agentphone.mdx
@@ -11,27 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[AgentPhone](https://agentphone.to/) is an API-first voice and messaging platform built for AI agents. AgentPhone lets you provision real phone numbers, place outbound AI voice calls, send SMS and iMessage, manage conversations and contacts, and monitor usage — all through a simple REST API designed for programmatic access.
+Use [AgentPhone](https://agentphone.to/) to provision phone numbers, place outbound voice calls, send SMS or iMessage, and manage contacts and conversations from a workflow. Connect with an AgentPhone API key.
 
-**Why AgentPhone?**
-- **Agent-Native Telephony:** Purpose-built for AI agents — provision numbers, place calls, and send messages without carrier contracts or telephony plumbing.
-- **Voice + Messaging in One API:** Drive outbound AI voice calls alongside SMS, MMS, and iMessage from the same account and phone numbers.
-- **Conversation & Transcript Management:** Every call returns an ordered transcript; every message thread is tracked as a conversation with full history and metadata.
-- **Contacts Built In:** Create, search, update, and delete contacts on the account so your agents can reference people by name instead of raw phone numbers.
-- **Usage Visibility:** Inspect plan limits, current counts, and daily/monthly aggregation so workflows can stay inside guardrails.
-
-**Using AgentPhone in Sim**
-
-Sim's AgentPhone integration connects your agentic workflows directly to AgentPhone using an API key. With 22 operations spanning numbers, calls, conversations, contacts, and usage, you can build powerful voice and messaging automations without writing backend code.
-
-**Key benefits of using AgentPhone in Sim:**
-- **Dynamic number provisioning:** Reserve US or Canadian numbers on the fly — per agent, per customer, or per workflow — and release them when no longer needed.
-- **Outbound AI voice calls:** Place calls from an agent with an optional greeting, voice override, or system prompt, and read the full transcript back as structured data once the call completes.
-- **Two-way messaging:** Send SMS, MMS, or iMessage, fetch conversation history, and react to incoming iMessages — all from inside your workflow.
-- **Contact and metadata management:** Keep an account-level contact list and attach custom JSON metadata to conversations so downstream blocks can branch on state.
-- **Operational insight:** Pull current usage stats and daily/monthly breakdowns to monitor consumption and enforce plan limits before making the next call.
-
-Whether you're building an outbound AI voice agent, running automated SMS follow-ups, managing two-way customer conversations, or monitoring phone usage across your organization, AgentPhone in Sim gives you direct, secure access to the full AgentPhone API — no middleware required. Simply configure your API key, select the operation you need, and let Sim handle the rest.
+Retrieve call transcripts and conversation history for downstream processing, and check usage before starting more calls or messages.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/agiloft.mdx b/apps/docs/content/docs/integrations/agiloft.mdx
index 2e2e8c76ec4..9adb12bba1c 100644
--- a/apps/docs/content/docs/integrations/agiloft.mdx
+++ b/apps/docs/content/docs/integrations/agiloft.mdx
@@ -11,24 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Agiloft](https://www.agiloft.com/) is an enterprise contract lifecycle management (CLM) platform that helps organizations automate and manage contracts, agreements, and related business processes across any knowledge base.
-
-With the Agiloft integration in Sim, you can:
-
-- **Create records**: Add new records to any Agiloft table with custom field values
-- **Read records**: Retrieve individual records by ID with optional field selection
-- **Update records**: Modify existing record fields in any table
-- **Delete records**: Remove records from your knowledge base
-- **Search records**: Find records using Agiloft's query syntax with pagination support
-- **Select records**: Query records using SQL WHERE clauses for advanced filtering
-- **Saved searches**: List saved search definitions available for a table
-- **Attach files**: Upload and attach files to record fields
-- **Retrieve attachments**: Download attached files from record fields
-- **Remove attachments**: Delete attached files from record fields by position
-- **Attachment info**: Get metadata about all files attached to a record field
-- **Lock records**: Check, acquire, or release locks on records for concurrent editing
-
-In Sim, the Agiloft integration enables your agents to manage contracts and records programmatically as part of automated workflows. Agents can create and update records, search across tables, handle file attachments, and manage record locks — enabling intelligent contract lifecycle automation.
+[Agiloft](https://www.agiloft.com/) stores records in knowledge-base tables. Use this integration to find, create, update, and delete records, work with attachments, manage record locks, and run action buttons. Select the target knowledge base and table for each operation; the action reference below lists its required fields.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -48,7 +31,7 @@ Check whether an asynchronous Agiloft call, such as a run action button, has com
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -72,7 +55,7 @@ Attach a file to a field in an Agiloft record.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -100,7 +83,7 @@ Get information about file attachments on a record field.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -126,7 +109,7 @@ Create a new record in an Agiloft table.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -148,7 +131,7 @@ Delete a record from an Agiloft table.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -172,7 +155,7 @@ Resolve the internal numeric ID of a choice-list value, for use in EWSelect WHER
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -194,7 +177,7 @@ List the tables and fields in an Agiloft knowledge base, to discover the logical
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -230,7 +213,7 @@ Lock, unlock, or check the lock status of an Agiloft record.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -257,7 +240,7 @@ Search Agiloft records by describing what you want in plain language, such as "a
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -282,7 +265,7 @@ Read a record by ID from an Agiloft table.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -305,7 +288,7 @@ Remove an attached file from a field in an Agiloft record.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -330,7 +313,7 @@ Download an attached file from an Agiloft record field.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -353,7 +336,7 @@ Run an action button on an Agiloft record, such as an approval or send-for-signa
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -376,7 +359,7 @@ List the saved searches defined for an Agiloft table.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -401,7 +384,7 @@ Search for records in an Agiloft table using a query.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -430,7 +413,7 @@ Select record IDs matching a SQL WHERE clause from an Agiloft table.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -453,7 +436,7 @@ Update an existing record in an Agiloft table.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
@@ -476,7 +459,7 @@ Create an Agiloft record, or update it when a record already matches the given f
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com\) |
+| `instanceUrl` | string | Yes | Agiloft instance URL \(e.g., https://mycompany.agiloft.com) |
 | `knowledgeBase` | string | Yes | Knowledge base name |
 | `login` | string | Yes | Agiloft username |
 | `password` | string | Yes | Agiloft password |
diff --git a/apps/docs/content/docs/integrations/ahrefs.mdx b/apps/docs/content/docs/integrations/ahrefs.mdx
index b07929f159b..1fd95912635 100644
--- a/apps/docs/content/docs/integrations/ahrefs.mdx
+++ b/apps/docs/content/docs/integrations/ahrefs.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Ahrefs](https://ahrefs.com/) is a leading SEO toolset for analyzing websites, tracking rankings, monitoring backlinks, and researching keywords. It provides detailed insights into your own website as well as your competitors, helping you make data-driven decisions to improve your search visibility.
-
-With the Ahrefs integration in Sim, you can:
-
-- **Analyze Domain Rating & Authority**: Instantly check the Domain Rating (DR) and Ahrefs Rank of any website to gauge its authority.
-- **Fetch Backlinks**: Retrieve a list of backlinks pointing to a site or specific URL, with details like anchor text, referring page DR, and more.
-- **Get Backlink Statistics**: Access metrics on backlink types (dofollow, nofollow, text, image, redirect, etc.) for a domain or URL.
-- **Explore Organic Keywords**: View keywords a domain ranks for and their positions in Google search results.
-- **Discover Top Pages**: Identify the highest-performing pages by organic traffic and links.
-
-These tools let your agents automate SEO research, monitor competitors, and generate reports—all as part of your workflow automations. To use the Ahrefs integration, you’ll need an Ahrefs Enterprise subscription with API access.
+Use [Ahrefs](https://ahrefs.com/) in Sim to retrieve domain and backlink metrics, organic keywords, top pages, and ranking data for SEO research and reports. The integration requires an Ahrefs Enterprise subscription with API access.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/airtable-service-account.mdx b/apps/docs/content/docs/integrations/airtable-service-account.mdx
index c2d116d1b9b..2ff5e2ab0ac 100644
--- a/apps/docs/content/docs/integrations/airtable-service-account.mdx
+++ b/apps/docs/content/docs/integrations/airtable-service-account.mdx
@@ -7,7 +7,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-Airtable personal access tokens (PATs) let your workflows authenticate to Airtable with a token that has explicit scopes and explicit base access — instead of a person's OAuth login. The token never expires on its own, and what it can touch is decided at creation time.
+Use an Airtable personal access token (PAT) to connect with explicit scopes and base access. The token can only perform actions allowed by both its scopes and its owner's Airtable permissions.
 
 On Airtable Enterprise Scale plans, admins can create the same tokens from a dedicated **service account** in the Admin Panel. Those tokens are wire-identical to personal access tokens and are the better choice for organization-level use: they don't stop working when an employee leaves.
 
@@ -59,13 +59,13 @@ The token is bearer credentials for every base you granted. Treat it like a pass
 
 ### Enterprise Scale: Service Account Tokens
 
-On Enterprise Scale plans, an admin can create up to 30 service accounts (raisable via Airtable support) from the Admin Panel, each with its own name and email. From a service account's **Personal access tokens** panel, the admin creates tokens with the same scopes-plus-base-access builder shown above. The resulting token works in Sim exactly like a user PAT — same format, same `pat…` prefix, same behavior — but it belongs to the organization, not a person, so it survives employee offboarding. If your plan supports it, prefer this over a user-created PAT.
+On Enterprise Scale plans, create the service account in the **Admin Panel**, then create its token from **Personal access tokens**. Choose scopes and base access as above and paste the resulting token into the same field in Sim. The token belongs to the service account; keep that account's access in place when managing team membership.
 
 <Callout type="info">
 Enterprise organizations can enable "Block API access to organization-owned bases and workspaces". If your organization uses this setting, the service account must be allowlisted or every call fails despite a valid token.
 </Callout>
 
-## Adding the Service Account to Sim
+## Adding the Personal Access Token to Sim
 
 <Steps>
   <Step>
@@ -90,16 +90,15 @@ Enterprise organizations can enable "Block API access to organization-owned base
 Validation only proves the token is real — Airtable doesn't expose a PAT's scopes or base access for inspection. A token that validates fine can still fail every tool call if you skipped a scope or forgot to grant base access. If a block returns a 403 (`INVALID_PERMISSIONS`) or an unexpected 404 (`NOT_FOUND`), check the token's scopes and base access first.
 </Callout>
 
-## Using the Service Account in Workflows
+## Using the Credential in Workflows
 
-Add an Airtable block to your workflow. In the credential dropdown, your Airtable service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+Add an Airtable block to your workflow. In the credential dropdown, select the saved Airtable personal access token. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): Airtable block in a workflow with the Airtable service account selected as the credential */}
 
-The block calls `api.airtable.com` using the token — exactly the same requests as the OAuth flow, so every Airtable tool works unchanged, limited to the scopes and bases you granted.
+Run a read operation against a base you granted to the token. If your workflow writes records or uses triggers, test those operations too; successful connection validation does not check all required scopes or base access.
 
 <FAQ items={[
-  { question: "Why a personal access token instead of OAuth?", answer: "PATs don't expire and don't depend on any user staying logged in or re-consenting. You decide scopes and base access once at creation, and the token is stable until you regenerate or delete it — which is what you want for an automated workflow." },
   { question: "What's the difference between a user PAT and a service-account PAT?", answer: "Nothing on the wire — both are the same token format and behave identically in Sim. The difference is ownership: a user PAT dies with the user's base access (or when they leave the org), while a service-account PAT (Enterprise Scale, created in the Admin Panel) belongs to the organization." },
   { question: "My token validates but every block fails with 403 or 404 — why?", answer: "The token is missing a scope or, more commonly, base access. Airtable deliberately blurs the two: an unauthorized base can return 403 INVALID_PERMISSIONS or a plain 404 NOT_FOUND. Edit the token at airtable.com/create/tokens and check both the scopes list and the Access section." },
   { question: "Do tokens expire?", answer: "No. Airtable PATs remain active indefinitely until they're manually deleted, regenerated, or modified. A user PAT also stops working if its creator loses access to the granted bases or leaves the organization." },
diff --git a/apps/docs/content/docs/integrations/airtable.mdx b/apps/docs/content/docs/integrations/airtable.mdx
index 9957dfcc309..8f074c9cc52 100644
--- a/apps/docs/content/docs/integrations/airtable.mdx
+++ b/apps/docs/content/docs/integrations/airtable.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Airtable](https://airtable.com/) is a powerful cloud-based platform that combines the functionality of a database with the simplicity of a spreadsheet. It allows users to create flexible databases for organizing, storing, and collaborating on information.
-
-With Airtable, you can:
-
-- **Create custom databases**: Build tailored solutions for project management, content calendars, inventory tracking, and more
-- **Visualize data**: View your information as a grid, kanban board, calendar, or gallery
-- **Automate workflows**: Set up triggers and actions to automate repetitive tasks
-- **Integrate with other tools**: Connect with hundreds of other applications through native integrations and APIs
-
-In Sim, the Airtable integration enables your agents to interact with your Airtable bases programmatically. This allows for seamless data operations like retrieving information, creating new records, and updating existing data - all within your agent workflows. Use Airtable as a dynamic data source or destination for your agents, enabling them to access and manipulate structured information as part of their decision-making and task execution processes.
+Use [Airtable](https://airtable.com/) to list bases and table schemas, read or write records, and start workflows from record changes. For token setup, see [Personal Access Tokens](/integrations/airtable-service-account).
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/airweave.mdx b/apps/docs/content/docs/integrations/airweave.mdx
index 76463890bdd..33d2f4b30e8 100644
--- a/apps/docs/content/docs/integrations/airweave.mdx
+++ b/apps/docs/content/docs/integrations/airweave.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Airweave](https://airweave.ai/) is an AI-powered semantic search platform that helps you discover and retrieve knowledge across all your synced data sources. Built for modern teams, Airweave enables fast, relevant search results using neural, hybrid, or keyword-based strategies tailored to your needs.
-
-With Airweave, you can:
-
-- **Search smarter**: Use natural language queries to uncover information stored across your connected tools and databases
-- **Unify your data**: Seamlessly access content from sources like code, docs, chat, emails, cloud files, and more
-- **Customize retrieval**: Select between hybrid (semantic + keyword), neural, or keyword search strategies for optimal results
-- **Boost recall**: Expand search queries with AI to find more comprehensive answers
-- **Rerank results using AI**: Prioritize the most relevant answers with powerful language models
-- **Get instant answers**: Generate clear, AI-powered responses synthesized from your data
-
-In Sim, the Airweave integration empowers your agents to search, summarize, and extract insights from all your organization’s data via a single tool. Use Airweave to drive rich, contextual knowledge retrieval within your workflows—whether answering questions, generating summaries, or supporting dynamic decision-making.
+[Airweave](https://airweave.ai/) searches connected data collections. Use the integration to run hybrid, neural, or keyword searches, with optional query expansion, reranking, and generated answers.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/algolia.mdx b/apps/docs/content/docs/integrations/algolia.mdx
index 5269072076e..9c34fe993a0 100644
--- a/apps/docs/content/docs/integrations/algolia.mdx
+++ b/apps/docs/content/docs/integrations/algolia.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Algolia](https://www.algolia.com/) is a powerful hosted search platform that enables developers and teams to deliver fast, relevant search experiences in their apps and websites. Algolia provides full-text, faceted, and filtered search as well as analytics and advanced ranking capabilities.
-
-With Algolia, you can:
-
-- **Deliver lightning-fast search**: Provide instant search results as users type, with typo tolerance and synonyms
-- **Manage and update records**: Easily add, update, or delete objects/records in your indices
-- **Perform advanced filtering**: Use filters, facets, and custom ranking to refine and organize search results
-- **Configure index settings**: Adjust relevance, ranking, attributes for search, and more to optimize user experience
-- **Scale confidently**: Algolia handles massive traffic and data volumes with globally distributed infrastructure
-- **Gain insights**: Track analytics, search patterns, and user engagement
-
-In Sim, the Algolia integration allows your agents to search, manage, and configure Algolia indices directly within your workflows. Use Algolia to power dynamic data exploration, automate record updates, run batch operations, and more—all from a single tool in your workspace.
+Use [Algolia](https://www.algolia.com/) in Sim to search indices, add or update records, run batch operations, and manage index settings. The actions below also cover browsing records, deleting by filter, copying or moving indices, and checking task status.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/amplitude.mdx b/apps/docs/content/docs/integrations/amplitude.mdx
index b1d89065995..b5cfddd1c09 100644
--- a/apps/docs/content/docs/integrations/amplitude.mdx
+++ b/apps/docs/content/docs/integrations/amplitude.mdx
@@ -11,21 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Amplitude](https://amplitude.com/) is a leading digital analytics platform that helps teams understand user behavior, measure product performance, and make data-driven decisions at scale.
-
-The Amplitude integration in Sim connects with the Amplitude HTTP and Dashboard REST APIs using API key and secret key authentication, allowing your agents to track events, manage user properties, and query analytics data programmatically. This API-based approach ensures secure access to Amplitude's full suite of analytics capabilities.
-
-With the Amplitude integration, your agents can:
-
-- **Track events**: Send custom events to Amplitude with rich properties, revenue data, and user context directly from your workflows
-- **Identify users**: Set and update user properties using operations like $set, $setOnce, $add, $append, and $unset to maintain detailed user profiles
-- **Search for users**: Look up users by User ID, Device ID, or Amplitude ID to retrieve profile information and metadata
-- **Query event analytics**: Run event segmentation queries with grouping, custom metrics (uniques, totals, averages, DAU percentages), and flexible date ranges
-- **Monitor user activity**: Retrieve event streams for specific users to understand individual user journeys and behavior patterns
-- **Analyze active users**: Get active or new user counts over time with daily, weekly, or monthly granularity
-- **Track revenue**: Access revenue LTV metrics including ARPU, ARPPU, total revenue, and paying user counts
-
-In Sim, the Amplitude integration enables powerful analytics automation scenarios. Your agents can track product events in real time based on workflow triggers, enrich user profiles as new data becomes available, query segmentation data to inform downstream decisions, or build monitoring workflows that alert on changes in key metrics. By connecting Sim with Amplitude, you can build intelligent agents that bridge the gap between analytics insights and automated action, enabling data-driven workflows that respond to user behavior patterns and product performance trends.
+Use [Amplitude](https://amplitude.com/) to send events, update user and group properties, and query product analytics from a workflow. The HTTP and Dashboard REST APIs use API-key and secret-key authentication.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/apify.mdx b/apps/docs/content/docs/integrations/apify.mdx
index cca98ccdc02..9b3115e8f97 100644
--- a/apps/docs/content/docs/integrations/apify.mdx
+++ b/apps/docs/content/docs/integrations/apify.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Apify](https://apify.com/) is a powerful platform for building, deploying, and running web automation and web scraping actors at scale. Apify enables you to extract useful data from any website, automate workflows, and connect your data pipelines seamlessly.
-
-With Apify, you can:
-
-- **Run ready-made or custom actors**: Integrate public actors or develop your own, automating a wide range of web data extraction and browser tasks.
-- **Retrieve datasets**: Access and manage structured datasets collected by actors in real time.
-- **Scale web automation**: Leverage cloud infrastructure to run tasks reliably, asynchronously or synchronously, with robust error handling.
-
-In Sim, the Apify integration allows your agents to perform core Apify operations programmatically:
-
-- **Run Actor (Sync)**: Use `apify_run_actor_sync` to launch an Apify actor and wait for its completion, retrieving the results as soon as the run finishes.
-- **Run Actor (Async)**: Use `apify_run_actor_async` to start an actor in the background and periodically poll for results, suitable for longer or complex jobs.
-
-These operations equip your agents to automate, scrape, and orchestrate data collection or browser automation tasks directly inside workflows — all with flexible configuration and result handling, without the need for manual runs or external tools. Integrate Apify as a dynamic automation and data-extraction engine that programmatically powers your agents' web-scale workflows.
+[Apify](https://apify.com/) runs Actors for web scraping and browser automation. Run an Actor synchronously when you need its result in the same call, or start an asynchronous run and check its status before retrieving the dataset. You can also run saved Actor tasks and retrieve dataset items.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -46,7 +33,7 @@ Run an APIFY actor synchronously and get results (max 5 minutes)
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | APIFY API token from console.apify.com/account#/integrations |
 | `actorId` | string | Yes | Actor ID or username/actor-name. Examples: "apify/web-scraper", "janedoe/my-actor", "moJRLRc85AitArpNN" |
-| `input` | string | No | Actor input as JSON string. Example: \{"startUrls": \[\{"url": "https://example.com"\}\], "maxPages": 10\} |
+| `input` | string | No | Actor input as JSON string. Example: \{ "startUrls": \[ \{ "url": "https://example.com" \} \], "maxPages": 10 \} |
 | `memory` | number | No | Memory in megabytes allocated for the actor run \(128-32768\). Example: 1024 for 1GB, 2048 for 2GB |
 | `timeout` | number | No | Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour |
 | `build` | string | No | Actor build to run. Examples: "latest", "beta", "1.2.3", "build-tag-name" |
@@ -70,7 +57,7 @@ Run an APIFY actor asynchronously with polling for long-running tasks
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | APIFY API token from console.apify.com/account#/integrations |
 | `actorId` | string | Yes | Actor ID or username/actor-name. Examples: "apify/web-scraper", "janedoe/my-actor", "moJRLRc85AitArpNN" |
-| `input` | string | No | Actor input as JSON string. Example: \{"startUrls": \[\{"url": "https://example.com"\}\], "maxPages": 10\} |
+| `input` | string | No | Actor input as JSON string. Example: \{ "startUrls": \[ \{ "url": "https://example.com" \} \], "maxPages": 10 \} |
 | `waitForFinish` | number | No | Initial wait time in seconds \(0-60\) before polling starts. Example: 30 |
 | `itemLimit` | number | No | Max dataset items to fetch \(1-250000\). Default: 100. Example: 500 |
 | `memory` | number | No | Memory in megabytes allocated for the actor run \(128-32768\). Example: 1024 for 1GB, 2048 for 2GB |
@@ -97,7 +84,7 @@ Run a saved APIFY actor task synchronously and get dataset items (max 5 minutes)
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | APIFY API token from console.apify.com/account#/integrations |
 | `taskId` | string | Yes | Task ID or username/task-name. Examples: "janedoe/my-task", "moJRLRc85AitArpNN" |
-| `input` | string | No | JSON string that overrides the task's saved input. Example: \{"startUrls": \[\{"url": "https://example.com"\}\]\} |
+| `input` | string | No | JSON string that overrides the task's saved input. Example: \{ "startUrls": \[ \{ "url": "https://example.com" \} \] \} |
 | `itemLimit` | number | No | Max dataset items to return \(1-250000\). Example: 500 |
 | `memory` | number | No | Memory in megabytes allocated for the run \(128-32768\). Example: 1024 for 1GB |
 | `timeout` | number | No | Timeout in seconds for the run. Example: 300 for 5 minutes |
diff --git a/apps/docs/content/docs/integrations/apollo.mdx b/apps/docs/content/docs/integrations/apollo.mdx
index 81f27e521ce..cb7e8b28ecf 100644
--- a/apps/docs/content/docs/integrations/apollo.mdx
+++ b/apps/docs/content/docs/integrations/apollo.mdx
@@ -11,23 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Apollo.io](https://apollo.io/) is a leading sales intelligence and engagement platform that empowers users to find, enrich, and engage contacts and companies at scale. Apollo.io combines an extensive contact database with robust enrichment and workflow automation tools, assisting sales, marketing, and recruiting teams to accelerate growth.
-
-With Apollo.io, you can:
-
-- **Search millions of contacts and companies**: Find precise leads using advanced filters
-- **Enrich leads and accounts**: Fill in missing details with verified data and up-to-date information
-- **Manage and organize CRM records**: Keep your people and company data accurate and actionable
-- **Automate outreach**: Add contacts to sequences and create follow-up tasks directly from Apollo.io
-
-In Sim, the Apollo.io integration allows your agents to perform core Apollo operations programmatically:
-
-- **Search people and companies**: Use `apollo_people_search` to discover new leads using flexible filters.
-- **Enrich people data**: Use `apollo_people_enrich` to augment contacts with verified information.
-- **Enrich people in bulk**: Use `apollo_people_bulk_enrich` for large-scale enrichment of multiple contacts at once.
-- **Search and enrich companies**: Use `apollo_company_search` and `apollo_company_enrich` to discover and update key company information.
-
-This enables your agents to build powerful workflows for prospecting, CRM enrichment, and automation without manual data entry or switching tabs. Integrate Apollo.io as a dynamic data source and CRM engine — empowering your agents to identify, qualify, and reach out to leads seamlessly as part of their daily operations.
+Use [Apollo.io](https://apollo.io/) in Sim to search and enrich people and companies, manage CRM contacts and accounts, add contacts to sequences, and create follow-up tasks. Single-record and bulk enrichment operations are documented below.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -207,7 +191,7 @@ Create a new contact in your Apollo database
 | `account_id` | string | No | Apollo account ID to associate with \(e.g., "acc_abc123"\) |
 | `owner_id` | string | No | User ID of the contact owner \(accepted by Apollo but not officially documented for POST /contacts\) |
 | `organization_name` | string | No | Name of the contact's employer \(e.g., "Apollo"\) |
-| `website_url` | string | No | Corporate website URL \(e.g., "https://www.apollo.io/"\) |
+| `website_url` | string | No | Corporate website URL \(e.g., "https://www.apollo.io/") |
 | `label_names` | array | No | Lists/labels to add the contact to \(e.g., \["Prospects"\]\) |
 | `contact_stage_id` | string | No | Apollo ID for the contact stage |
 | `present_raw_address` | string | No | Personal location for the contact \(e.g., "Atlanta, United States"\) |
@@ -243,7 +227,7 @@ Update an existing contact in your Apollo database
 | `account_id` | string | No | Apollo account ID \(e.g., "acc_abc123"\) |
 | `owner_id` | string | No | User ID of the contact owner \(accepted by Apollo but not officially documented for PATCH /contacts/\{id\}\) |
 | `organization_name` | string | No | Name of the contact's employer \(e.g., "Apollo"\) |
-| `website_url` | string | No | Corporate website URL \(e.g., "https://www.apollo.io/"\) |
+| `website_url` | string | No | Corporate website URL \(e.g., "https://www.apollo.io/") |
 | `label_names` | array | No | Lists/labels to add the contact to \(e.g., \["Prospects"\]\) |
 | `contact_stage_id` | string | No | Apollo ID for the contact stage |
 | `present_raw_address` | string | No | Personal location for the contact \(e.g., "Atlanta, United States"\) |
diff --git a/apps/docs/content/docs/integrations/appconfig.mdx b/apps/docs/content/docs/integrations/appconfig.mdx
index f855830cb70..942b371fec9 100644
--- a/apps/docs/content/docs/integrations/appconfig.mdx
+++ b/apps/docs/content/docs/integrations/appconfig.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[AWS AppConfig](https://docs.aws.amazon.com/appconfig/) is a capability of AWS Systems Manager that lets you create, manage, and deploy application configuration and feature flags independently of your code. You organize configuration into applications, environments, and configuration profiles, store versioned configuration data, and roll it out gradually with deployment strategies that can monitor and automatically roll back on errors.
-
-With the AppConfig integration, you can:
-
-- **Get Configuration**: Retrieve the latest deployed configuration for an application, environment, and profile at runtime, using the AppConfig Data plane to drive feature flags and dynamic settings in your workflows
-- **Manage Applications**: List existing applications or create a new one to group related configuration
-- **Manage Environments**: List or create the environments (such as `development`, `staging`, and `production`) that configuration is deployed to
-- **Manage Configuration Profiles**: List or create the profiles that describe where configuration is stored — AppConfig-hosted, SSM, or S3 — and whether it is freeform or a feature-flag profile
-- **Version Hosted Configuration**: Create a new hosted configuration version from a JSON, YAML, or text document, or read back a specific version's content
-- **Run Deployments**: Start a deployment of a configuration version to an environment with a chosen deployment strategy, inspect deployment status and history, and stop an in-progress deployment
-
-In Sim, the AppConfig integration lets your agents read live configuration to branch behavior, publish new configuration versions, and orchestrate safe, gradual rollouts. This pairs naturally with CloudWatch for monitoring deployment health and Slack for approval gates and rollout alerts, enabling end-to-end configuration and feature-flag automation.
+Use [AWS AppConfig](https://docs.aws.amazon.com/appconfig/) to manage applications, environments, configuration profiles, and deployments. Read deployed configuration at runtime or create hosted configuration versions for a rollout.
 
 Authentication uses an AWS access key ID and secret access key. The associated IAM principal needs the relevant `appconfig:*` permissions (for example `appconfig:GetLatestConfiguration` and `appconfig:StartConfigurationSession` for retrieval, and `appconfig:StartDeployment` for rollouts).
 {/* MANUAL-CONTENT-END */}
diff --git a/apps/docs/content/docs/integrations/arxiv.mdx b/apps/docs/content/docs/integrations/arxiv.mdx
index 43f4dc75ae8..dfe175a0f54 100644
--- a/apps/docs/content/docs/integrations/arxiv.mdx
+++ b/apps/docs/content/docs/integrations/arxiv.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[ArXiv](https://arxiv.org/) is a free, open-access repository of scientific research papers in fields such as physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering, systems science, and economics. ArXiv provides a vast collection of preprints and published articles, making it a primary resource for researchers and practitioners worldwide.
-
-With ArXiv, you can:
-
-- **Search for academic papers**: Find research by keywords, author names, titles, categories, and more
-- **Retrieve paper metadata**: Access abstracts, author lists, publication dates, and other bibliographic information
-- **Download full-text PDFs**: Obtain the complete text of most papers for in-depth study
-- **Explore author contributions**: View all papers by a specific author
-- **Stay up-to-date**: Discover the latest submissions and trending topics in your field
-
-In Sim, the ArXiv integration enables your agents to programmatically search, retrieve, and analyze scientific papers from ArXiv. This allows you to automate literature reviews, build research assistants, or incorporate up-to-date scientific knowledge into your agentic workflows. Use ArXiv as a dynamic data source for research, discovery, and knowledge extraction within your Sim projects.
+[arXiv](https://arxiv.org/) hosts research papers. Search by keyword, author, title, or category, retrieve a paper’s metadata, or list papers by an author. This integration does not require an API key or OAuth connection.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/asana-service-account.mdx b/apps/docs/content/docs/integrations/asana-service-account.mdx
index 92031bb0b68..59c72b20d8e 100644
--- a/apps/docs/content/docs/integrations/asana-service-account.mdx
+++ b/apps/docs/content/docs/integrations/asana-service-account.mdx
@@ -5,10 +5,9 @@ description: Connect Asana to Sim with a service account token or a personal acc
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
-import { Image } from '@/components/ui/image'
 import { FAQ } from '@/components/ui/faq'
 
-Asana service accounts let your workflows authenticate as a non-human bot identity instead of a person's account. The service account has its own name and its own token, managed centrally by a super admin — no one person's OAuth consent to expire, and access can be revoked without touching anyone's personal account.
+Sim accepts an Asana service account token or a personal access token. Service accounts use a separate bot identity; personal access tokens use the permissions of the user who created them.
 
 There are two ways to get a token, and both work in Sim:
 
diff --git a/apps/docs/content/docs/integrations/asana.mdx b/apps/docs/content/docs/integrations/asana.mdx
index 2813bae4502..64a148dfea5 100644
--- a/apps/docs/content/docs/integrations/asana.mdx
+++ b/apps/docs/content/docs/integrations/asana.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Asana](https://asana.com/) is a leading work management platform designed to help teams organize, track, and manage their tasks and projects more efficiently. With Asana, individuals and organizations can streamline project planning, delegate responsibilities, monitor progress, and collaborate seamlessly across different workspaces and projects.
-
-With Asana, you can:
-
-- **Create, assign, and update tasks**: Break down your work into actionable items, assign them to team members, and keep everyone on the same page.
-- **Organize projects**: Group related tasks into projects, set deadlines, and visualize the flow of work from start to finish.
-- **Set priorities and due dates**: Ensure important tasks are completed on time and stay aligned with your project goals.
-- **Track progress and completion**: Monitor tasks as they move through various stages and quickly identify roadblocks.
-- **Collaborate with your team**: Share notes, attach relevant resources, and communicate updates directly on tasks.
-
-In Sim, the Asana integration enables your agents to programmatically interact with Asana through a suite of flexible tools described below. Your agents can retrieve, create, and update tasks, making it easy to automate project management workflows, synchronize status with other tools, or trigger actions based on Asana task events. Harness these tools to streamline your team's productivity and keep all your projects organized and up to date directly within your Sim projects.
+Use [Asana](https://asana.com/) in Sim to manage tasks, projects, sections, comments, and followers. Workflows can create tasks, update their status or assignees, and read project and workspace data.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/ashby.mdx b/apps/docs/content/docs/integrations/ashby.mdx
index 88a0fb3c75b..33686b017b1 100644
--- a/apps/docs/content/docs/integrations/ashby.mdx
+++ b/apps/docs/content/docs/integrations/ashby.mdx
@@ -11,25 +11,11 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Ashby](https://www.ashbyhq.com/) is an all-in-one recruiting platform that combines an applicant tracking system (ATS), CRM, scheduling, and analytics to help teams hire more effectively.
-
-With Ashby, you can:
-
-- **List and search candidates**: Browse your full candidate pipeline or search by name and email to quickly find specific people
-- **Create candidates**: Add new candidates to your Ashby organization with contact details
-- **View candidate details**: Retrieve full candidate profiles including tags, email, phone, and timestamps
-- **Add notes to candidates**: Attach notes to candidate records to capture feedback, context, or follow-up items
-- **List and view jobs**: Browse all open, closed, and archived job postings with location and department info
-- **List applications**: View all applications across your organization with candidate and job details, status tracking, and pagination
-- **Sync jobs incrementally**: Pass the sync token from a previous List Jobs run to fetch only the reqs that changed, instead of rescanning every req on each run
-- **Annotate jobs and reqs**: Set custom field values on a job, application, candidate, or opening, one field at a time or several at once
-- **Delete and anonymize**: Remove an application, or strip personal information from a candidate
+Use [Ashby](https://www.ashbyhq.com/) to manage recruiting records and react to hiring events. List Jobs supports incremental sync tokens; custom-field actions annotate jobs, openings, applications, and candidates.
 
 The Ashby block also supports **webhook triggers** that automatically start workflows in response to Ashby events. Available triggers include Application Submitted, Candidate Stage Change, Candidate Hired, Candidate Deleted, Job Created, and Offer Created. Webhooks are fully managed — Sim automatically creates the webhook in Ashby when you save the trigger and deletes it when you remove it, so there's no manual webhook configuration needed. Just provide your Ashby API key (with `apiKeysWrite` permission) and select the event type.
 
-In Sim, the Ashby integration enables your agents to programmatically manage your recruiting pipeline. Agents can search for candidates, create new candidate records, add notes after interviews, and monitor applications across jobs. This allows you to automate recruiting workflows like candidate intake, interview follow-ups, pipeline reporting, and cross-referencing candidates across roles.
-
-### API key permissions
+## API key permissions
 
 Ashby grants permissions per module rather than per endpoint, and a missing permission fails at **runtime**, not when you build the workflow.
 A key without the right scope returns a 403 in the middle of a run, so check the key before scheduling anything against it.
@@ -51,7 +37,7 @@ Two more settings on the API key are checkboxes rather than module scopes, and b
 
 Every job returned by List Jobs carries a `confidential` flag, so you can filter confidential reqs out at sync time before they reach a prompt or a downstream surface.
 
-### Ashby API limitations
+## Ashby API limitations
 
 These are constraints of the Ashby API itself, not of the Sim block:
 
diff --git a/apps/docs/content/docs/integrations/athena.mdx b/apps/docs/content/docs/integrations/athena.mdx
index 569304c0141..e97f98ad542 100644
--- a/apps/docs/content/docs/integrations/athena.mdx
+++ b/apps/docs/content/docs/integrations/athena.mdx
@@ -11,28 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Amazon Athena](https://aws.amazon.com/athena/) is an interactive query service from AWS that makes it easy to analyze data directly in Amazon S3 using standard SQL. Athena is serverless, so there is no infrastructure to manage, and you pay only for the queries you run.
-
-With Athena, you can:
-
-- **Query data in S3**: Run SQL queries directly against data stored in Amazon S3 without loading it into a database
-- **Support multiple formats**: Query CSV, JSON, Parquet, ORC, Avro, and other common data formats
-- **Integrate with AWS Glue**: Use the AWS Glue Data Catalog to manage table metadata and schemas
-- **Scale automatically**: Handle queries of any size without provisioning servers or clusters
-- **Save and reuse queries**: Create named queries for frequently used SQL statements
-
-In Sim, the Athena integration enables your agents to run SQL queries against data in S3, check query execution status, retrieve results, and manage saved queries — all within your agent workflows. Supported operations include:
-
-- **Start Query**: Execute SQL queries against your S3 data
-- **Get Query Execution**: Check the status and details of a running or completed query
-- **Get Query Results**: Retrieve the results of a completed query
-- **Stop Query**: Cancel a running query execution
-- **List Query Executions**: View recent query execution IDs
-- **Create Named Query**: Save a query for reuse
-- **Get Named Query**: Retrieve details of a saved query
-- **List Named Queries**: View all saved query IDs
-
-This integration empowers Sim agents to automate data analysis tasks using AWS Athena, enabling workflows that query, monitor, and manage large-scale data in S3 without manual effort or infrastructure management.
+[Amazon Athena](https://aws.amazon.com/athena/) queries data in Amazon S3 with SQL. Start a query, check its execution status, then retrieve the results; cancel a query when needed. The integration also manages named queries and reads database and table metadata. Connect with an AWS access key and secret access key.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/atlassian-service-account.mdx b/apps/docs/content/docs/integrations/atlassian-service-account.mdx
index 09fed2e3d68..4beb807c500 100644
--- a/apps/docs/content/docs/integrations/atlassian-service-account.mdx
+++ b/apps/docs/content/docs/integrations/atlassian-service-account.mdx
@@ -8,9 +8,9 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Image } from '@/components/ui/image'
 import { FAQ } from '@/components/ui/faq'
 
-Atlassian service accounts let your workflows authenticate to Jira, Jira Service Management, and Confluence as a non-human bot user — independent of any individual employee's account. Each service account has its own email, its own permissions, and its own API tokens, all managed centrally in admin.atlassian.com.
+Use an Atlassian service account with a scoped API token to connect Jira, Jira Service Management, and Confluence. Grant the account access to the products, projects, and spaces your workflows need.
+
 
-This is the recommended way to use Atlassian products in production workflows: no one person's OAuth consent expires, the bot's permissions are auditable, and access can be revoked without touching anyone's personal account.
 
 One service account covers all three products. You add it once, and it appears as a connected credential on the Jira, Jira Service Management, and Confluence integration pages alike — there is no separate credential to create per product.
 
@@ -80,7 +80,7 @@ The service account inherits permissions from the project/space roles you grant
     manage:servicedesk-customer
     ```
 
-    **Confluence (granular):**
+    **Confluence (classic and granular):**
     ```
     read:confluence-content.all
     read:confluence-space.summary
@@ -110,7 +110,7 @@ The service account inherits permissions from the project/space roles you grant
     </Callout>
   </Step>
   <Step>
-    Copy the token when it's shown. Atlassian only displays it once — if you close the dialog, you'll have to create a new token.
+    Copy the token when it is shown and record its expiration date in Atlassian Administration. Create a replacement before it expires; Sim does not refresh a pasted API token.
   </Step>
 </Steps>
 
@@ -120,7 +120,7 @@ The API token is bearer credentials for the service account. Treat it like a pas
 
 ### 3. Find Your Site Domain
 
-Your Atlassian site domain is the URL you use to access Jira or Confluence in your browser — for example, `your-team.atlassian.net`. Open Jira or Confluence, look at the address bar, and copy the part before the first `/`.
+Enter only the host from your Jira or Confluence URL, such as `your-team.atlassian.net`; omit `https://` and any path.
 
 ## Adding the Service Account to Sim
 
@@ -141,18 +141,10 @@ Your Atlassian site domain is the URL you use to access Jira or Confluence in yo
   <Step>
     Paste the API token, enter the site domain (e.g. `your-team.atlassian.net`), and optionally set a display name and description
 
-    <div className="flex justify-center">
-      <Image
-        src="/static/credentials/atlassian/sim-add-modal.png"
-        alt="Add Atlassian Service Account dialog with API token and site domain filled in"
-        width={420}
-        height={419}
-        className="my-6"
-      />
-    </div>
+
   </Step>
   <Step>
-    Click **Add service account**. Sim verifies the token by calling Atlassian's `/myself` endpoint through the gateway — if it fails, you'll see a specific error explaining what went wrong.
+    Click **Add service account**. Sim resolves the site and checks the token against the selected product's identity endpoint. Review any connection error before continuing.
   </Step>
 </Steps>
 
@@ -177,10 +169,9 @@ Add a Jira, Jira Service Management, or Confluence block to your workflow. In th
 The block calls Atlassian's API gateway (`api.atlassian.com/ex/jira/{cloudId}/...`) using the service account's token. There's no impersonation step — the service account acts as itself, with whatever permissions you granted it in admin.atlassian.com.
 
 <FAQ items={[
-  { question: "Why an API token instead of OAuth?", answer: "API tokens for service accounts don't have a 1-hour expiry and don't require any user to consent. They're issued by an org admin and are stable until you revoke them — which is what you want for an automated workflow." },
   { question: "Can a regular user create a service account?", answer: "No. Service accounts are an Atlassian organization-level feature and only an organization admin can create them." },
   { question: "Can the same service account work with Jira, Jira Service Management, and Confluence?", answer: "Yes — one service account covers all three. Give it access to each product you need on your site, include scopes for each when you create the API token, then connect it once in Sim. It appears as a connected credential on all three integration pages and can be selected from any of their blocks." },
   { question: "What if my workflow needs different permissions than the token has?", answer: "Either widen the token's scopes (revoke it and create a new one with more scopes), or grant the service account higher project/space roles in Jira or Confluence. Scope failures look like 401/403 errors with descriptive messages." },
   { question: "How do I rotate the API token?", answer: "Create a new token from the same service account in admin.atlassian.com, update the credential in Sim with the new token, and once it's working, revoke the old one." },
-  { question: "Does this work with Atlassian Data Center / on-prem?", answer: "No — this integration uses Atlassian Cloud's API gateway (`api.atlassian.com`). For Data Center, use the OAuth flow or set up a self-hosted bot user." },
+  { question: "Does this work with Atlassian Data Center / on-prem?", answer: "No. This credential supports Atlassian Cloud through api.atlassian.com. It cannot connect to an Atlassian Data Center host." },
 ]} />
diff --git a/apps/docs/content/docs/integrations/attio-service-account.mdx b/apps/docs/content/docs/integrations/attio-service-account.mdx
index f4ae2dfc03e..c1f6c0bd7ca 100644
--- a/apps/docs/content/docs/integrations/attio-service-account.mdx
+++ b/apps/docs/content/docs/integrations/attio-service-account.mdx
@@ -5,10 +5,9 @@ description: Connect Attio to Sim with a workspace API key — a workspace-level
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
-import { Image } from '@/components/ui/image'
 import { FAQ } from '@/components/ui/faq'
 
-Attio workspace API keys let your workflows authenticate at the workspace level instead of through a person's account. The key is created by a workspace admin, belongs to the workspace rather than any individual, and does not expire — no one person's OAuth consent to lapse, and access can be revoked at any time by deleting the key.
+Connect Attio with a workspace API key created by an admin. Select scopes for the records and operations your workflows need.
 
 ## Prerequisites
 
@@ -78,15 +77,15 @@ The API key is bearer credentials for your Attio workspace. Treat it like a pass
   </Step>
 </Steps>
 
-The key is encrypted before being stored.
+
 
 <Callout type="warn">
 A key with missing scopes still validates successfully — the validation endpoint is reachable with any live key. Check the scopes granted to the key in Attio: tools whose scopes are missing will fail at run time with permission errors.
 </Callout>
 
-## Using the Service Account in Workflows
+## Using the Credential in Workflows
 
-Add an Attio block to your workflow. In the credential dropdown, your Attio service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+Add an Attio block to your workflow. In the credential dropdown, select the saved Attio API key. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): Attio block in a workflow with the service account selected as the credential */}
 
diff --git a/apps/docs/content/docs/integrations/attio.mdx b/apps/docs/content/docs/integrations/attio.mdx
index 4e180bc9559..876e845df54 100644
--- a/apps/docs/content/docs/integrations/attio.mdx
+++ b/apps/docs/content/docs/integrations/attio.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Attio](https://www.attio.com/) is a modern and flexible CRM platform built to help teams manage relationships, data, and workflows more efficiently. Attio enables organizations to create and organize custom objects (like people, companies, deals, and more), manage notes and tasks, collaborate as a team, and automate work across their relationship and data pipelines.
-
-With Attio, you can:
-
-- **Manage records for any object**: Store and organize people, companies, or any custom objects to fit your team's needs.
-- **Track, connect, and update information**: Add and edit notes, comments, tasks, and linked records so your contextual data is always in sync.
-- **Build and customize lists**: Segment records, filter and sort with powerful queries, and build views that fit your workflow.
-- **Collaborate with your team**: Assign tasks, share comments, and see activities in real time.
-- **Automate CRM workflows**: Create, update, and read record data via API to keep your tools and teams in the loop, or trigger actions as relationships evolve.
-
-In Sim, the Attio integration lets your agents programmatically query lists, fetch and manipulate records, manage entries, tasks, comments, and more—making it easy to automate CRM operations, enrich data, synchronize with other systems, or trigger workflow automations based on relationship or record events. Use these tools to ensure your CRM stays up-to-date and powerful directly from within your Sim projects.
+Use [Attio](https://www.attio.com/) in Sim to manage records for people, companies, and custom objects; work with lists, notes, tasks, and comments; and configure webhooks. Attio event triggers can start workflows when records or related resources change.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/azure_data_explorer.mdx b/apps/docs/content/docs/integrations/azure_data_explorer.mdx
index 5210e62cf19..5534bf73573 100644
--- a/apps/docs/content/docs/integrations/azure_data_explorer.mdx
+++ b/apps/docs/content/docs/integrations/azure_data_explorer.mdx
@@ -62,7 +62,7 @@ Run a Kusto Query Language (KQL) query against an Azure Data Explorer database a
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -95,7 +95,7 @@ Run an Azure Data Explorer management command (a control command starting with "
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -126,7 +126,7 @@ List the databases on an Azure Data Explorer cluster that the service principal
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -156,7 +156,7 @@ List the tables in an Azure Data Explorer database, with their folder and docstr
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -187,7 +187,7 @@ Read the column schema of an Azure Data Explorer table in CSL form (e.g., "Times
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -213,7 +213,7 @@ Read the full schema of an Azure Data Explorer database as a flat list of every
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -243,7 +243,7 @@ Read size, row count, hot-cache footprint, and effective policies for a table 
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -274,7 +274,7 @@ List the stored functions in an Azure Data Explorer database, with their paramet
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -305,7 +305,7 @@ Push rows directly into an Azure Data Explorer table with .ingest inline. Data i
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -339,7 +339,7 @@ Materialize the result of a KQL query into a table with .set, .append, .set-or-a
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -374,7 +374,7 @@ Create a table in an Azure Data Explorer database from a CSL column schema. Succ
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -407,7 +407,7 @@ Drop a table from an Azure Data Explorer database. This permanently deletes the
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -440,7 +440,7 @@ List ingestion failures recorded for a database, with the failing table, error c
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
@@ -471,7 +471,7 @@ Check the state of administrative operations on a cluster, such as an async inge
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) |
+| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net) |
 | `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal |
 | `clientId` | string | Yes | Microsoft Entra application \(client\) ID |
 | `clientSecret` | string | Yes | Microsoft Entra application client secret |
diff --git a/apps/docs/content/docs/integrations/box-service-account.mdx b/apps/docs/content/docs/integrations/box-service-account.mdx
index 2e737045d13..a3c6d41bdd3 100644
--- a/apps/docs/content/docs/integrations/box-service-account.mdx
+++ b/apps/docs/content/docs/integrations/box-service-account.mdx
@@ -7,9 +7,9 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-Box Platform apps with **Server Authentication (with Client Credentials Grant)** let your workflows authenticate to Box as the app's own **Service Account** instead of through a person's OAuth login. You create the app once, a Box admin authorizes it for the enterprise, and Sim mints short-lived access tokens from the app's credentials on demand — no user consent to expire, and access that's controlled entirely by which folders the Service Account is invited into.
+Connect a Box Platform app using **Client Credentials Grant**. A Box admin authorizes the app, and Sim uses its Client ID, client secret, and Enterprise ID to obtain access tokens for the app's Service Account.
+
 
-This is the recommended way to use Box in production workflows: nothing depends on a user staying logged in, the app's scopes are explicit, and the Service Account's reach is auditable folder by folder.
 
 ## Prerequisites
 
@@ -121,7 +121,6 @@ Sim's Box block includes Box Sign operations. These need the **Manage signature
 Access tokens minted from the app are short-lived (typically one hour) and there is no refresh token — Sim simply mints a new token when one is needed. The stored Client ID, secret, and Enterprise ID stay valid until you rotate the secret in the Developer Console or the admin removes the app's authorization. If you rotate the secret, update the credential in Sim right away — reconnecting asks you to re-enter all three values.
 
 <FAQ items={[
-  { question: "Why a Service Account instead of OAuth?", answer: "The Service Account is its own Box user, owned by the app — nothing expires when someone leaves or their login lapses. Access is granted folder by folder through collaborations, which makes the credential's reach explicit and auditable." },
   { question: "The credential validates but every block returns nothing or 404s — why?", answer: "The Service Account's folder tree starts empty. It only sees folders it has been invited into as a collaborator. Invite its @boxdevedition.com email (shown on the app's General Settings tab) as an Editor on the folders your workflows use." },
   { question: "Adding the credential fails and Box's token endpoint reports 'This app is not authorized by the enterprise admin' — what now?", answer: "Sim surfaces this as its general authentication error. A Box admin or co-admin must authorize the app in Admin Console → Apps → Platform Apps Manager (or Platform → Platform Apps in some tenants) by adding its Client ID. Until then, all token requests fail." },
   { question: "I added a scope but tools still fail with 403 — why?", answer: "Authorization is a snapshot of the app's scopes at the time the admin approved it. After any scope or access-level change, the admin must re-authorize the app in Platform Apps Manager before the new scopes apply." },
diff --git a/apps/docs/content/docs/integrations/box.mdx b/apps/docs/content/docs/integrations/box.mdx
index 444761febcb..db628a6699d 100644
--- a/apps/docs/content/docs/integrations/box.mdx
+++ b/apps/docs/content/docs/integrations/box.mdx
@@ -11,26 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Box](https://www.box.com/) is a leading cloud content management and file sharing platform trusted by enterprises worldwide to securely store, manage, and collaborate on files. Box provides robust APIs for automating file operations and integrating with business workflows, including [Box Sign](https://www.box.com/esignature) for native e-signatures.
-
-With the Box integration in Sim, you can:
-
-- **Upload files**: Upload documents, images, and other files to any Box folder
-- **Download files**: Retrieve file content from Box for processing in your workflows
-- **Get file info**: Access detailed metadata including size, owner, timestamps, tags, and shared links
-- **List folder contents**: Browse files and folders with sorting and pagination support
-- **Create folders**: Organize your Box storage by creating new folders programmatically
-- **Delete files and folders**: Remove content with optional recursive deletion for folders
-- **Copy files**: Duplicate files across folders with optional renaming
-- **Search**: Find files and folders by name, content, extension, or location
-- **Update file metadata**: Rename, move, add descriptions, or tag files
-- **Create sign requests**: Send documents for e-signature with one or more signers
-- **Track signing status**: Monitor the progress of sign requests
-- **List sign requests**: View all sign requests with marker-based pagination
-- **Cancel sign requests**: Cancel pending sign requests that are no longer needed
-- **Resend sign reminders**: Send reminder notifications to signers who haven't completed signing
-
-These capabilities allow your Sim agents to automate Box operations directly within your workflows — from organizing documents and distributing content to processing uploaded files, managing e-signature workflows for offer letters and contracts, and maintaining structured cloud storage as part of your business processes.
+Use [Box](https://www.box.com/) to manage files and folders, search content, and send documents for e-signature through Box Sign. The actions below cover file metadata and signing status as well as uploads and downloads.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/brandfetch.mdx b/apps/docs/content/docs/integrations/brandfetch.mdx
index 0d4e7a195c7..0d08e0187bf 100644
--- a/apps/docs/content/docs/integrations/brandfetch.mdx
+++ b/apps/docs/content/docs/integrations/brandfetch.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Brandfetch](https://brandfetch.com/) is a brand data API that provides logos, colors, fonts, and firmographic information for companies, looked up by domain, stock ticker, ISIN, or crypto symbol.
-
-With Brandfetch, you can:
-
-- **Retrieve brand assets**: Pull logos, icons, and symbols in multiple formats and themes for a given brand
-- **Get brand style data**: Access brand colors and fonts, including type, theme, and origin
-- **Look up company info**: Retrieve firmographic data such as employees, location, and industries, along with a data quality score
-- **Search for brands**: Find brands by name and get back their domains and icons
-
-In Sim, the Brandfetch integration allows your agents to look up a brand's logos, colors, fonts, links, and company data by domain, ticker, ISIN, or crypto symbol, or search for a brand by name to find its domain and icon. This lets agents automate tasks like enriching company records with brand assets, verifying brand identity details, or sourcing logos and color palettes for design and reporting workflows.
+[Brandfetch](https://brandfetch.com/) retrieves brand logos, colors, fonts, and company details. Look up a brand using its domain or supported identifier, or search by company name before retrieving its assets.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/brightdata.mdx b/apps/docs/content/docs/integrations/brightdata.mdx
index 52ca89063ac..c9341e3d5f7 100644
--- a/apps/docs/content/docs/integrations/brightdata.mdx
+++ b/apps/docs/content/docs/integrations/brightdata.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Bright Data](https://brightdata.com/) is a web data platform that provides tools for scraping, searching, and extracting structured data from websites at scale, bypassing anti-bot protections, CAPTCHAs, and IP blocks along the way.
-
-With Bright Data, you can:
-
-- **Scrape any URL**: Fetch page content through Web Unlocker, with automatic anti-bot bypassing and optional Markdown conversion
-- **Search the web**: Query Google, Bing, DuckDuckGo, or Yandex through the SERP API and get structured results
-- **Discover content by intent**: Run AI-powered searches that rank results by relevance to a stated goal, with optional cleaned page content for RAG
-- **Run pre-built scrapers**: Trigger one of 660+ dataset scrapers for platforms like Amazon, LinkedIn, and Instagram, either synchronously for quick jobs or asynchronously via snapshots for larger ones
-
-In Sim, the Bright Data integration allows your agents to scrape web pages, run search-engine queries, discover and rank content by intent, and trigger structured data extraction jobs against sites like Amazon and LinkedIn. Agents can check the status of async scraping jobs, download completed snapshot results, and cancel jobs still in progress—making it possible to build workflows that gather, monitor, and retrieve web data end to end.
+Use [Bright Data](https://brightdata.com/) to scrape pages, query search engines, discover content, and run structured dataset scrapers. For asynchronous scraping, check snapshot status before downloading the results; an in-progress snapshot can also be canceled.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -42,7 +33,7 @@ Fetch content from any URL using Bright Data Web Unlocker. Bypasses anti-bot pro
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Bright Data API token |
 | `zone` | string | Yes | Web Unlocker zone name from your Bright Data dashboard \(e.g., "web_unlocker1"\) |
-| `url` | string | Yes | The URL to scrape \(e.g., "https://example.com/page"\) |
+| `url` | string | Yes | The URL to scrape \(e.g., "https://example.com/page") |
 | `format` | string | No | Response format: "raw" for HTML or "json" for parsed content. Defaults to "raw" |
 | `country` | string | No | Two-letter country code for geo-targeting \(e.g., "us", "gb"\) |
 | `dataFormat` | string | No | Convert the response to "markdown" instead of raw HTML, useful for feeding page content to an LLM. Omit for the default HTML/JSON response |
@@ -124,7 +115,7 @@ Scrape URLs synchronously using a Bright Data pre-built scraper and get structur
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Bright Data API token |
 | `datasetId` | string | Yes | Dataset scraper ID from your Bright Data dashboard \(e.g., "gd_l1viktl72bvl7bjuj0"\) |
-| `urls` | string | Yes | JSON array of URL objects to scrape, up to 20 \(e.g., \[\{"url": "https://example.com/product"\}\]\) |
+| `urls` | string | Yes | JSON array of URL objects to scrape, up to 20 \(e.g., \[ \{ "url": "https://example.com/product" \} \]\) |
 | `format` | string | No | Output format: "json", "ndjson", or "csv". Defaults to "json" |
 | `includeErrors` | boolean | No | Whether to include error reports in results |
 
@@ -146,7 +137,7 @@ Trigger a Bright Data pre-built scraper to extract structured data from URLs. Su
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Bright Data API token |
 | `datasetId` | string | Yes | Dataset scraper ID from your Bright Data dashboard \(e.g., "gd_l1viktl72bvl7bjuj0"\) |
-| `urls` | string | Yes | JSON array of URL objects to scrape \(e.g., \[\{"url": "https://example.com/product"\}\]\) |
+| `urls` | string | Yes | JSON array of URL objects to scrape \(e.g., \[ \{ "url": "https://example.com/product" \} \]\) |
 | `format` | string | No | Output format: "json" or "csv". Defaults to "json" |
 | `includeErrors` | boolean | No | Whether to include a per-input error report in the results |
 
diff --git a/apps/docs/content/docs/integrations/browser_use.mdx b/apps/docs/content/docs/integrations/browser_use.mdx
index 724f68774f9..0b1cefa51c7 100644
--- a/apps/docs/content/docs/integrations/browser_use.mdx
+++ b/apps/docs/content/docs/integrations/browser_use.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[BrowserUse](https://browser-use.com/) is a powerful browser automation platform that enables you to create and run browser tasks programmatically. It provides a way to automate web interactions through natural language instructions, allowing you to navigate websites, fill forms, extract data, and perform complex sequences of actions without writing code.
-
-With BrowserUse, you can:
-
-- **Automate web interactions**: Navigate to websites, click buttons, fill forms, and perform other browser actions
-- **Extract data**: Scrape content from websites, including text, images, and structured data
-- **Execute complex workflows**: Chain multiple actions together to complete sophisticated web tasks
-- **Monitor task execution**: Watch browser tasks run in real-time with visual feedback
-- **Process results programmatically**: Receive structured output from web automation tasks
-
-In Sim, the BrowserUse integration allows your agents to interact with the web as if they were human users. This enables scenarios like research, data collection, form submission, and web testing - all through simple natural language instructions. Your agents can gather information from websites, interact with web applications, and perform actions that would typically require manual browsing, expanding their capabilities to include the entire web as a resource.
+[Browser Use](https://browser-use.com/) runs browser tasks from natural-language instructions. Use it to navigate websites, interact with page controls, and extract information as a workflow step. The result includes the task status, output, and a screenshot URL when available.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/calcom-service-account.mdx b/apps/docs/content/docs/integrations/calcom-service-account.mdx
index 8ab0393bbc1..dec29039e67 100644
--- a/apps/docs/content/docs/integrations/calcom-service-account.mdx
+++ b/apps/docs/content/docs/integrations/calcom-service-account.mdx
@@ -7,7 +7,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-Cal.com service account credentials let your workflows authenticate to Cal.com with a pasted API key instead of a personal OAuth connection. The key carries the full permissions of the Cal.com user who created it, and it stays valid until it expires or is revoked — no OAuth consent to renew.
+Connect Cal.com with an API key from the account whose bookings and event types your workflows should manage. The key carries that user's permissions and remains valid until it expires or is revoked.
 
 ## Prerequisites
 
@@ -41,7 +41,7 @@ Live-mode keys start with `cal_live_`; test-mode keys start with `cal_`. Either
 The API key carries the full privileges of the user who created it — there is no scope selection. Treat it like a password: do not commit it to source control or share it publicly. Sim encrypts the key at rest.
 </Callout>
 
-## Adding the Service Account to Sim
+## Adding the API Key to Sim
 
 <Steps>
   <Step>
@@ -62,18 +62,17 @@ The API key carries the full privileges of the user who created it — there is
   </Step>
 </Steps>
 
-The key is encrypted before being stored.
 
-## Using the Service Account in Workflows
 
-Add a Cal.com block to your workflow. In the credential dropdown, your Cal.com service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+## Using the Credential in Workflows
+
+Add a Cal.com block to your workflow. In the credential dropdown, select the saved Cal.com API key. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): Cal.com block in a workflow with the Cal.com service account selected as the credential */}
 
 The block calls Cal.com's API (`api.cal.com/v2`) with the key. The credential acts as the Cal.com user who created the key — bookings, event types, and schedules the workflows touch are the ones that user can see and manage.
 
 <FAQ items={[
-  { question: "Why an API key instead of OAuth?", answer: "API keys don't require any user to sit through a consent flow, and they stay valid until they expire or are revoked — which is what you want for an automated workflow. OAuth connections are tied to one person's session and consent." },
   { question: "Do Cal.com API keys have scopes?", answer: "No — a key carries the full permissions of the user who created it. There's nothing to select at creation time, and no Cal.com block in Sim can fail for missing scopes. Permission errors only arise from resource ownership, e.g. confirming a booking the key's user doesn't host." },
   { question: "What happens when the key expires?", answer: "Workflows using the credential start failing with authentication errors. Create a new key from the same Cal.com account, update the credential in Sim, and delete the expired key. If you couldn't create a non-expiring key, set a reminder before the expiry date you chose." },
   { question: "Can I use a test-mode (cal_) key?", answer: "It will validate, but test-mode keys may not behave like live keys on booking operations. Use a cal_live_ key for production workflows." },
diff --git a/apps/docs/content/docs/integrations/calcom.mdx b/apps/docs/content/docs/integrations/calcom.mdx
index e2db71f94a8..c80f6bb3b22 100644
--- a/apps/docs/content/docs/integrations/calcom.mdx
+++ b/apps/docs/content/docs/integrations/calcom.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Cal.com](https://cal.com/) is a flexible and open-source scheduling platform that makes it easy to manage appointments, bookings, event types, and team availabilities.
-
-With Cal.com, you can:
-
-- **Automate scheduling**: Allow users to view your available time slots and book meetings automatically, without back-and-forth emails.
-- **Manage events**: Create and customize event types, durations, and rules for one-on-one or group meetings.
-- **Integrate calendars**: Seamlessly connect with Google, Outlook, Apple, or other calendar providers to avoid double bookings.
-- **Handle attendees and guests**: Collect attendee information, manage guests, and send invitations or reminders.
-- **Control availability**: Define custom working hours, buffer times, and cancellation/rebooking rules.
-- **Power workflows**: Trigger custom actions via webhooks when a booking is created, cancelled, or rescheduled.
-
-In Sim, the Cal.com integration enables your agents to book meetings, check availabilities, manage event types, and automate scheduling tasks programmatically. This helps agents coordinate meetings, send bookings on behalf of users, check schedules, or respond to booking events—all without manual intervention. By connecting Sim with Cal.com, you unlock highly automated and intelligent scheduling workflows that can integrate seamlessly with your broader automation needs.
+Use [Cal.com](https://cal.com/) to manage bookings, event types, schedules, and available slots. Booking webhooks can start workflows when a booking changes.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/calendly.mdx b/apps/docs/content/docs/integrations/calendly.mdx
index e5142dc6d83..23ded06335d 100644
--- a/apps/docs/content/docs/integrations/calendly.mdx
+++ b/apps/docs/content/docs/integrations/calendly.mdx
@@ -67,7 +67,7 @@ Get information about a specific Calendly user
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `userUuid` | string | Yes | User UUID. Format: UUID \(e.g., "abc123-def456"\), full URI \(e.g., "https://api.calendly.com/users/abc123-def456"\), or the constant "me" for the authenticated user |
+| `userUuid` | string | Yes | User UUID. Format: UUID \(e.g., "abc123-def456"\), full URI \(e.g., "https://api.calendly.com/users/abc123-def456"), or the constant "me" for the authenticated user |
 
 #### Output
 
@@ -97,8 +97,8 @@ Retrieve a list of all event types for a user or organization
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `user` | string | No | Return only event types that belong to this user. Format: URI \(e.g., "https://api.calendly.com/users/abc123-def456"\) |
-| `organization` | string | No | Return only event types that belong to this organization. Format: URI \(e.g., "https://api.calendly.com/organizations/abc123-def456"\) |
+| `user` | string | No | Return only event types that belong to this user. Format: URI \(e.g., "https://api.calendly.com/users/abc123-def456") |
+| `organization` | string | No | Return only event types that belong to this organization. Format: URI \(e.g., "https://api.calendly.com/organizations/abc123-def456") |
 | `count` | number | No | Number of results per page. Format: integer \(default: 20, max: 100\) |
 | `pageToken` | string | No | Page token for pagination. Format: opaque string from previous response next_page_token |
 | `sort` | string | No | Sort order for results. Format: "field:direction" \(e.g., "name:asc", "name:desc"\) |
@@ -138,7 +138,7 @@ Get detailed information about a specific event type
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `eventTypeUuid` | string | Yes | Event type UUID. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/event_types/abc123-def456"\) |
+| `eventTypeUuid` | string | Yes | Event type UUID. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/event_types/abc123-def456") |
 
 #### Output
 
@@ -175,7 +175,7 @@ Retrieve bookable time slots for an event type within a date range
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `eventTypeUri` | string | Yes | Event type to check. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/event_types/abc123-def456"\) |
+| `eventTypeUri` | string | Yes | Event type to check. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/event_types/abc123-def456") |
 | `startTime` | string | Yes | Start of the availability range. Cannot be in the past. Format: ISO 8601 \(e.g., "2024-01-01T00:00:00Z"\) |
 | `endTime` | string | Yes | End of the availability range. Must be in the future and no more than 31 days after the start. Format: ISO 8601 \(e.g., "2024-01-15T00:00:00Z"\) |
 
@@ -198,8 +198,8 @@ Retrieve a list of scheduled events for a user or organization
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `user` | string | No | Return events that belong to this user. Either "user" or "organization" must be provided. Format: URI \(e.g., "https://api.calendly.com/users/abc123-def456"\) |
-| `organization` | string | No | Return events that belong to this organization. Either "user" or "organization" must be provided. Format: URI \(e.g., "https://api.calendly.com/organizations/abc123-def456"\) |
+| `user` | string | No | Return events that belong to this user. Either "user" or "organization" must be provided. Format: URI \(e.g., "https://api.calendly.com/users/abc123-def456") |
+| `organization` | string | No | Return events that belong to this organization. Either "user" or "organization" must be provided. Format: URI \(e.g., "https://api.calendly.com/organizations/abc123-def456") |
 | `invitee_email` | string | No | Return events where invitee has this email |
 | `count` | number | No | Number of results per page. Format: integer \(default: 20, max: 100\) |
 | `max_start_time` | string | No | Return events with start time before this time. Format: ISO 8601 \(e.g., "2024-01-15T09:00:00Z"\) |
@@ -245,7 +245,7 @@ Get detailed information about a specific scheduled event
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `eventUuid` | string | Yes | Scheduled event UUID. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/scheduled_events/abc123-def456"\) |
+| `eventUuid` | string | Yes | Scheduled event UUID. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/scheduled_events/abc123-def456") |
 
 #### Output
 
@@ -286,7 +286,7 @@ Retrieve a list of invitees for a scheduled event
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `eventUuid` | string | Yes | Scheduled event UUID. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/scheduled_events/abc123-def456"\) |
+| `eventUuid` | string | Yes | Scheduled event UUID. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/scheduled_events/abc123-def456") |
 | `count` | number | No | Number of results per page. Format: integer \(default: 20, max: 100\) |
 | `email` | string | No | Filter invitees by email address |
 | `pageToken` | string | No | Page token for pagination. Format: opaque string from previous response next_page_token |
@@ -331,8 +331,8 @@ Retrieve a single invitee of a scheduled event, including their intake answers
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `eventUuid` | string | Yes | Scheduled event UUID. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/scheduled_events/abc123-def456"\) |
-| `inviteeUuid` | string | Yes | Invitee UUID. Format: UUID \(e.g., "abc123-def456"\) or full invitee URI \(e.g., "https://api.calendly.com/scheduled_events/abc123/invitees/def456"\) |
+| `eventUuid` | string | Yes | Scheduled event UUID. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/scheduled_events/abc123-def456") |
+| `inviteeUuid` | string | Yes | Invitee UUID. Format: UUID \(e.g., "abc123-def456"\) or full invitee URI \(e.g., "https://api.calendly.com/scheduled_events/abc123/invitees/def456") |
 
 #### Output
 
@@ -390,7 +390,7 @@ Book a meeting by creating an invitee on an event type at a chosen time. Require
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `eventTypeUri` | string | Yes | Event type to book. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/event_types/abc123-def456"\) |
+| `eventTypeUri` | string | Yes | Event type to book. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/event_types/abc123-def456") |
 | `startTime` | string | Yes | Start time of the booking in UTC. Must be an available slot. Format: ISO 8601 \(e.g., "2024-01-15T09:00:00Z"\) |
 | `inviteeEmail` | string | Yes | Email address of the invitee being booked |
 | `inviteeTimezone` | string | Yes | Invitee timezone. Format: IANA timezone \(e.g., "America/New_York"\) |
@@ -433,7 +433,7 @@ Cancel a scheduled event
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `eventUuid` | string | Yes | Scheduled event UUID to cancel. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/scheduled_events/abc123-def456"\) |
+| `eventUuid` | string | Yes | Scheduled event UUID to cancel. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/scheduled_events/abc123-def456") |
 | `reason` | string | No | Reason for cancellation \(will be sent to invitees\) |
 
 #### Output
@@ -455,7 +455,7 @@ Mark an invitee of a scheduled event as a no-show
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `inviteeUri` | string | Yes | Full invitee URI to mark as a no-show. Format: URI \(e.g., "https://api.calendly.com/scheduled_events/abc123/invitees/def456"\) |
+| `inviteeUri` | string | Yes | Full invitee URI to mark as a no-show. Format: URI \(e.g., "https://api.calendly.com/scheduled_events/abc123/invitees/def456") |
 
 #### Output
 
@@ -475,7 +475,7 @@ Remove the no-show status from an invitee
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `noShowUuid` | string | Yes | No-show UUID to remove. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/invitee_no_shows/abc123-def456"\) |
+| `noShowUuid` | string | Yes | No-show UUID to remove. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/invitee_no_shows/abc123-def456") |
 
 #### Output
 
@@ -493,7 +493,7 @@ Create a single-use scheduling link for an event type
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `eventTypeUri` | string | Yes | Event type the link books. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/event_types/abc123-def456"\) |
+| `eventTypeUri` | string | Yes | Event type the link books. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/event_types/abc123-def456") |
 
 #### Output
 
@@ -513,7 +513,7 @@ Retrieve a user's internal and external busy times within a date range, based on
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `user` | string | Yes | User whose busy times are returned. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/users/abc123-def456"\) |
+| `user` | string | Yes | User whose busy times are returned. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/users/abc123-def456") |
 | `startTime` | string | Yes | Start of the requested range. Cannot be in the past. Format: ISO 8601 \(e.g., "2024-01-01T00:00:00Z"\) |
 | `endTime` | string | Yes | End of the requested range. Must be after the start and no more than 7 days later. Format: ISO 8601 \(e.g., "2024-01-07T00:00:00Z"\) |
 
@@ -539,7 +539,7 @@ Retrieve a user's availability schedules, working hours, and date overrides
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `user` | string | Yes | User whose schedules are returned. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/users/abc123-def456"\) |
+| `user` | string | Yes | User whose schedules are returned. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/users/abc123-def456") |
 
 #### Output
 
@@ -568,8 +568,8 @@ Retrieve the members of an organization, including each member profile and role
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `organization` | string | No | Return memberships that belong to this organization. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/organizations/abc123-def456"\) |
-| `user` | string | No | Return memberships that belong to this user. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/users/abc123-def456"\) |
+| `organization` | string | No | Return memberships that belong to this organization. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/organizations/abc123-def456") |
+| `user` | string | No | Return memberships that belong to this user. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/users/abc123-def456") |
 | `email` | string | No | Filter memberships by member email address |
 | `role` | string | No | Filter by role. Format: "owner", "admin", or "user" |
 | `count` | number | No | Number of results per page. Format: integer \(default: 20, max: 100\) |
@@ -613,7 +613,7 @@ Retrieve the routing forms of an organization, including their questions
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `organization` | string | Yes | Organization whose routing forms are returned. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/organizations/abc123-def456"\) |
+| `organization` | string | Yes | Organization whose routing forms are returned. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/organizations/abc123-def456") |
 | `count` | number | No | Number of results per page. Format: integer \(default: 20, max: 100\) |
 | `pageToken` | string | No | Page token for pagination. Format: opaque string from previous response next_page_token |
 | `sort` | string | No | Sort order for results. Format: "created_at:direction" \(e.g., "created_at:asc", "created_at:desc"\) |
@@ -651,7 +651,7 @@ Retrieve the submissions of a routing form, including answers and routing result
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Calendly Personal Access Token |
-| `formUri` | string | Yes | Routing form whose submissions are returned. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/routing_forms/abc123-def456"\) |
+| `formUri` | string | Yes | Routing form whose submissions are returned. Format: UUID \(e.g., "abc123-def456"\) or full URI \(e.g., "https://api.calendly.com/routing_forms/abc123-def456") |
 | `count` | number | No | Number of results per page. Format: integer \(default: 20, max: 100\) |
 | `pageToken` | string | No | Page token for pagination. Format: opaque string from previous response next_page_token |
 | `sort` | string | No | Sort order for results. Format: "created_at:direction" \(e.g., "created_at:asc", "created_at:desc"\) |
diff --git a/apps/docs/content/docs/integrations/circleback.mdx b/apps/docs/content/docs/integrations/circleback.mdx
index 86b314e75df..b1efdce3d3f 100644
--- a/apps/docs/content/docs/integrations/circleback.mdx
+++ b/apps/docs/content/docs/integrations/circleback.mdx
@@ -11,14 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Circleback](https://circleback.ai/) is an AI-powered platform that automates meeting notes, action items, transcripts, and recordings for your team. When a meeting is completed, Circleback processes the conversation and provides detailed notes and action items, along with a transcript and a recording (when available). This helps teams efficiently capture insights, distribute action items, and ensure nothing is missed—all seamlessly integrated into your workflows.
-
-With the Sim Circleback integration, you can:
-
-- **Receive detailed meeting notes and action items**: Automatically collect well-formatted meeting summaries and track actionable tasks discussed during your calls.
-- **Access complete meeting recordings and transcripts**: Get the full conversation and the associated recording, making it easy to review key moments or share with colleagues.
-- **Capture attendee information and meeting context**: Attendee lists, meeting metadata, and tags help keep your data organized and actionable.
-- **Deliver insights directly into your workflows**: Trigger automations or send Circleback data to other systems the moment a meeting is done, using Sim’s powerful webhook triggers.
+Use [Circleback](https://circleback.ai/) to read meetings, notes, transcripts, and action items, or start workflows from meeting webhooks.
 
 **How it works in Sim:**  
 Circleback uses webhook triggers: whenever a meeting is processed, data is pushed automatically to your agent or automation. You can build further automations based on:
@@ -45,8 +38,6 @@ Circleback uses webhook triggers: whenever a meeting is processed, data is pushe
 | `transcript`   | json    | Array of transcript segments                       |
 | `insights`     | json    | User-created insights                              |
 | `meeting`      | json    | Full meeting payload                               |
-
-Whether you want to distribute instant summaries, log action items, or build custom workflows triggered by new meeting data, Circleback and Sim make it seamless to handle everything related to your meetings—automatically.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/clay.mdx b/apps/docs/content/docs/integrations/clay.mdx
index 235800e03a8..7c98ae33cac 100644
--- a/apps/docs/content/docs/integrations/clay.mdx
+++ b/apps/docs/content/docs/integrations/clay.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Clay](https://www.clay.com/) is a data enrichment and workflow automation platform designed to help teams streamline lead generation, research, and other data operations using powerful integrations and flexible input options.
-
-In Sim, the Clay integration lets your agents seamlessly insert structured data into Clay workbooks via webhook triggers. This makes it easy to collect, enrich, and manage dynamic outputs—such as leads, research summaries, or action items—directly within a collaborative, spreadsheet-like interface.
-
-With Clay, you can:
-
-- **Enrich agent outputs**: Automatically feed your Sim agent data into Clay tables for structured tracking and analysis.
-- **Trigger workflows via webhooks**: Use Clay’s webhook support to initiate Sim agent tasks directly from Clay or have agents send data to Clay as part of your workflow.
-- **Leverage data loops**: Seamlessly iterate over enriched data rows with agents that operate across dynamic datasets.
-
-The integration supports workflows where your agents populate rows in real time, enabling asynchronous, collaborative work. Whether you're automating research, enriching CRM data, or tracking operational outcomes, Clay becomes a living data layer that interacts intelligently with your agents. By connecting Sim with Clay, you can operationalize agent-generated results, automate dataset processing, and maintain an auditable, up-to-date record of AI-driven work.
+[Clay](https://www.clay.com/) organizes and enriches data in tables. Use the Clay Populate action to send structured data from your Sim workflow to a Clay table through its webhook URL—for example, lead records or research results.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/clickup-service-account.mdx b/apps/docs/content/docs/integrations/clickup-service-account.mdx
index 08adc7e2707..baec20de550 100644
--- a/apps/docs/content/docs/integrations/clickup-service-account.mdx
+++ b/apps/docs/content/docs/integrations/clickup-service-account.mdx
@@ -5,10 +5,9 @@ description: Connect ClickUp to Sim with a personal API token — ideally create
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
-import { Image } from '@/components/ui/image'
 import { FAQ } from '@/components/ui/faq'
 
-ClickUp personal API tokens let your workflows authenticate without an OAuth consent flow. A token gives full parity with the ClickUp API — everything Sim's ClickUp blocks can do over OAuth works with a token.
+Connect ClickUp with a personal API token. The workflow acts with the permissions of the user who created the token.
 
 Tokens are bound to the user who creates them: every action a workflow takes is attributed to that user, and the token stops working if the user is deactivated or removed from the workspace. For production workflows, create the token from a dedicated service user (e.g. `sim-bot@yourcompany.com`) rather than a personal account.
 
@@ -62,11 +61,11 @@ The API token carries the creating user's full access to every workspace they be
   </Step>
 </Steps>
 
-The token is encrypted before being stored.
 
-## Using the Service Account in Workflows
 
-Add a ClickUp block to your workflow. In the credential dropdown, your ClickUp service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+## Using the Credential in Workflows
+
+Add a ClickUp block to your workflow. In the credential dropdown, select the saved ClickUp API token. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): ClickUp block in a workflow with the service account selected as the credential */}
 
diff --git a/apps/docs/content/docs/integrations/cloudflare.mdx b/apps/docs/content/docs/integrations/cloudflare.mdx
index 411eecf5b0a..444ea81237b 100644
--- a/apps/docs/content/docs/integrations/cloudflare.mdx
+++ b/apps/docs/content/docs/integrations/cloudflare.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Cloudflare](https://cloudflare.com/) is a global cloud platform that provides content delivery, domain management, cybersecurity, and performance services for websites and applications.
-
-In Sim, the Cloudflare integration empowers your agents to automate the management of DNS records, SSL/TLS certificates, domains (zones), cache, zone settings, and more through easy-to-use API tools. Agents can securely list and edit domains, update DNS records, monitor analytics, and manage security and performance—all as part of your automated workflows.
-
-With Cloudflare, you can:
-
-- **Manage DNS and Domains**: List all your domains (zones), view zone details, and fully control DNS records from your automated agent workflows.
-- **Handle SSL/TLS Certificates and Settings**: Issue, renew, or list certificates and adjust security and performance settings for your sites.
-- **Purge Cache and Analyze Traffic**: Instantly purge edge cache and review real-time DNS analytics directly within your Sim agent processes.
-- **Automate Security and Operations**: Use agents to programmatically manage zones, update settings, and streamline repetitive Cloudflare tasks.
-
-This integration enables streamlined, secure management of your site's infrastructure from within Sim. Your agents can integrate Cloudflare operations directly into processes—keeping DNS records up-to-date, responding to security events, improving site performance, and automating large-scale site and account administration.
+Use [Cloudflare](https://cloudflare.com/) in Sim to manage zones, DNS records, cache, zone settings, WAF rules, rate limits, and Cloudflare Access. The actions also list SSL/TLS certificates and inspect R2 buckets, Workers, and Tunnels.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -1080,7 +1069,7 @@ Creates a Cloudflare Access (Zero Trust) application that puts an identity check
 | `logoUrl` | string | No | Logo image URL shown in the dashboard and App Launcher |
 | `tags` | string | No | Comma-separated tag names categorizing the application |
 | `policies` | string | No | JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects, e.g. \["&lt;POLICY_ID&gt;"\] |
-| `saasApp` | string | No | JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. \{"auth_type":"saml","consumer_service_url":"https://example.com/acs","sp_entity_id":"https://example.com"\}; OIDC, e.g. \{"auth_type":"oidc","client_id":"...","redirect_uris":\["https://example.com/callback"\]\} |
+| `saasApp` | string | No | JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. \{ "auth_type": "saml", "consumer_service_url": "https://example.com/acs", "sp_entity_id": "https://example.com" \}; OIDC, e.g. \{ "auth_type": "oidc", "client_id": "...", "redirect_uris": \[ "https://example.com/callback" \] \} |
 | `targetCriteria` | string | No | JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. \[\{"port":22,"protocol":"SSH","target_attributes":\{"hostname":\["production"\]\}\}\] |
 | `apiKey` | string | Yes | Cloudflare API Token |
 
@@ -1126,7 +1115,7 @@ Updates a Cloudflare Access (Zero Trust) application. Cloudflare does not docume
 | `customDenyUrl` | string | No | URL denied users are redirected to |
 | `logoUrl` | string | No | Logo image URL shown in the dashboard and App Launcher |
 | `tags` | string | No | Comma-separated tag names categorizing the application |
-| `saasApp` | string | No | JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. \{"auth_type":"saml","consumer_service_url":"https://example.com/acs","sp_entity_id":"https://example.com"\}; OIDC, e.g. \{"auth_type":"oidc","client_id":"...","redirect_uris":\["https://example.com/callback"\]\} |
+| `saasApp` | string | No | JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. \{ "auth_type": "saml", "consumer_service_url": "https://example.com/acs", "sp_entity_id": "https://example.com" \}; OIDC, e.g. \{ "auth_type": "oidc", "client_id": "...", "redirect_uris": \[ "https://example.com/callback" \] \} |
 | `targetCriteria` | string | No | JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. \[\{"port":22,"protocol":"SSH","target_attributes":\{"hostname":\["production"\]\}\}\] |
 | `policies` | string | No | JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects |
 | `apiKey` | string | Yes | Cloudflare API Token |
diff --git a/apps/docs/content/docs/integrations/cloudformation.mdx b/apps/docs/content/docs/integrations/cloudformation.mdx
index 6d9c4f99ef7..0518f239eab 100644
--- a/apps/docs/content/docs/integrations/cloudformation.mdx
+++ b/apps/docs/content/docs/integrations/cloudformation.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[AWS CloudFormation](https://aws.amazon.com/cloudformation/) is an infrastructure-as-code service that lets you model, provision, and manage AWS resources by treating infrastructure as code. CloudFormation uses templates to describe the resources you need and their dependencies, so you can launch and configure them together as a stack.
-
-With the CloudFormation integration, you can:
-
-- **Describe Stacks**: List all stacks in a region or get detailed information about a specific stack, including its status, outputs, tags, and drift information
-- **List Stack Resources**: Enumerate every resource in a stack with its logical ID, physical ID, type, status, and drift status
-- **Describe Stack Events**: View the full event history for a stack to understand what happened during create, update, or delete operations
-- **Detect Stack Drift**: Initiate drift detection to check whether any resources in a stack have been modified outside of CloudFormation
-- **Drift Detection Status**: Poll the results of a drift detection operation to see which resources have drifted and how many
-- **Get Template**: Retrieve the original template body (JSON or YAML) used to create or update a stack
-- **Validate Template**: Check a CloudFormation template for syntax errors, required capabilities, parameters, and declared transforms before deploying
-
-In Sim, the CloudFormation integration enables your agents to monitor infrastructure state, detect configuration drift, audit stack resources, and validate templates as part of automated SRE and DevOps workflows. This is especially powerful when combined with CloudWatch for observability and SNS for alerting, creating end-to-end infrastructure monitoring pipelines.
+Use [AWS CloudFormation](https://aws.amazon.com/cloudformation/) to manage template-defined resource stacks. Create or update stacks, preview changes with change sets, inspect resources and events, and check drift or template validity from a workflow.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/cloudtrail.mdx b/apps/docs/content/docs/integrations/cloudtrail.mdx
index bffd59d6b61..143d161d9e9 100644
--- a/apps/docs/content/docs/integrations/cloudtrail.mdx
+++ b/apps/docs/content/docs/integrations/cloudtrail.mdx
@@ -22,9 +22,7 @@ With AWS CloudTrail, you can:
 - **Query history with SQL**: Run CloudTrail Lake queries across event data stores for analysis that reaches further back than event lookup
 - **Confirm coverage**: Verify that logging is actually enabled and that multi-region and organization trails are delivering
 
-In Sim, CloudTrail is the audit half of the AWS story. Where IAM and Identity Center answer *who has access*, CloudTrail answers *what they actually did with it* — so an agent can take a suspicious permission change and trace it back to the principal, the source IP, and the moment it happened, then hand a written timeline to whoever needs to act on it.
-
-This block is read-only with one narrow exception: `Cancel Query` stops a running CloudTrail Lake query. It never enables or disables logging, alters trail configuration, or deletes a trail. Every operation it ships is covered by this policy, with no residual write risk:
+The block reads event history and trail configuration. `Start Query` runs a billable CloudTrail Lake query; `Cancel Query` stops one. The block does not alter trails or logging configuration. The following policy covers the listed operations:
 
 ```json
 {
diff --git a/apps/docs/content/docs/integrations/codepipeline.mdx b/apps/docs/content/docs/integrations/codepipeline.mdx
index 14c7fa80c3b..202f60b3c50 100644
--- a/apps/docs/content/docs/integrations/codepipeline.mdx
+++ b/apps/docs/content/docs/integrations/codepipeline.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[AWS CodePipeline](https://aws.amazon.com/codepipeline/) is a continuous delivery service that automates the build, test, and deploy phases of software release pipelines. It orchestrates pipeline stages and actions, tracking execution status, source revisions, and approval steps across a release process.
-
-With this integration, you can:
-
-- **Inspect pipelines**: List pipelines, retrieve a pipeline's stage and action structure, and check its current execution state
-- **Track executions**: Get details on a specific execution or list recent executions and action-level history, including status, triggers, and source revisions
-- **Control pipeline flow**: Start or stop executions, retry failed stages, and approve or reject pending manual approval actions
-- **Manage stage transitions**: Disable or re-enable artifact transitions into or out of a stage to freeze or resume a pipeline
-
-In Sim, the AWS CodePipeline integration allows your agents to monitor and control release pipelines programmatically — listing pipelines and their structure, checking execution and action status, starting or stopping executions, retrying failed stages, approving or rejecting manual approvals, and enabling or disabling stage transitions. This lets your agents build deployment automation and approval workflows that respond to pipeline state in real time.
+Use [AWS CodePipeline](https://aws.amazon.com/codepipeline/) to inspect release pipelines and execution history, start or stop runs, retry stages, and approve or reject manual approval actions. Stage transitions can be disabled or re-enabled to control pipeline flow.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/confluence.mdx b/apps/docs/content/docs/integrations/confluence.mdx
index 62398bc3491..e6f244b0d33 100644
--- a/apps/docs/content/docs/integrations/confluence.mdx
+++ b/apps/docs/content/docs/integrations/confluence.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Confluence](https://www.atlassian.com/software/confluence) is Atlassian's powerful team collaboration and knowledge management platform. It serves as a centralized workspace where teams can create, organize, and share information across departments and organizations.
-
-With Confluence, you can:
-
-- **Create structured documentation**: Build comprehensive wikis, project plans, and knowledge bases with rich formatting
-- **Collaborate in real-time**: Work together on documents with teammates, with comments, mentions, and editing capabilities
-- **Organize information hierarchically**: Structure content with spaces, pages, and nested hierarchies for intuitive navigation
-- **Integrate with other tools**: Connect with Jira, Trello, and other Atlassian products for seamless workflow integration
-- **Control access permissions**: Manage who can view, edit, or comment on specific content
-
-In Sim, the Confluence integration enables your agents to access and leverage your organization's knowledge base. Agents can retrieve information from Confluence pages, search for specific content, and even update documentation when needed. This allows your workflows to incorporate the collective knowledge stored in your Confluence instance, making it possible to build agents that can reference internal documentation, follow established procedures, and maintain up-to-date information resources as part of their operations.
+[Confluence](https://www.atlassian.com/software/confluence) organizes documentation in spaces and pages. Use this integration to search content and manage pages, blog posts, comments, attachments, and labels. Configure its triggers when a workflow should respond to Confluence events.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/convex.mdx b/apps/docs/content/docs/integrations/convex.mdx
index 1a2a63623a2..3f674225859 100644
--- a/apps/docs/content/docs/integrations/convex.mdx
+++ b/apps/docs/content/docs/integrations/convex.mdx
@@ -11,17 +11,6 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Convex](https://www.convex.dev/) is an open-source reactive backend platform that combines a document database, serverless functions, and real-time sync in one developer-friendly package. Instead of writing SQL, you define queries, mutations, and actions in TypeScript that run right next to your data, and every client subscribed to a query updates automatically when the underlying data changes.
-
-**Why Convex?**
-
-- **Functions as the API:** Queries (reads), mutations (transactional writes), and actions (side effects like calling external APIs) are the building blocks of your backend — typed, versioned, and deployed together.
-- **Reactive by default:** Query results update live as data changes, with no cache invalidation or polling logic to maintain.
-- **Transactional writes:** Mutations run as ACID transactions with serializable isolation, so your data stays consistent without manual locking.
-- **Built-in schema awareness:** Convex tracks the shape of every table, so tooling can introspect your data model without a separate migration system.
-
-**Using Convex in Sim**
-
 Sim's Convex integration connects your workflows to any Convex deployment with two fields: the deployment URL and a deploy key from the dashboard Settings page. From there you can:
 
 - **Run functions:** Call query, mutation, and action functions with named JSON arguments — or use Run Function when you don't want to specify the function type.
@@ -29,8 +18,6 @@ Sim's Convex integration connects your workflows to any Convex deployment with t
 - **Export and sync data:** List Documents pages through a consistent snapshot of a table, and Document Deltas returns only the documents that changed since a snapshot — including deletions — making incremental syncs to warehouses, search indexes, or other tools straightforward.
 
 The Run Query, Run Mutation, Run Action, and Run Function operations work on every Convex plan. List Tables, List Documents, and Document Deltas use Convex's streaming export API, which is available on Convex paid plans.
-
-Typical patterns include agents that read and write application data through your existing Convex functions, scheduled exports to analytics destinations, and change-driven automations that react to new or updated documents.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -50,7 +37,7 @@ Run a Convex query function and return its result
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud\) |
+| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud) |
 | `deployKey` | string | Yes | Convex deploy key from the dashboard Settings page |
 | `functionPath` | string | Yes | Path to the query function \(e.g., messages:list or folder/file:myQuery\) |
 | `args` | json | No | Named arguments to pass to the function as a JSON object |
@@ -70,7 +57,7 @@ Run a Convex mutation function to write data and return its result
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud\) |
+| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud) |
 | `deployKey` | string | Yes | Convex deploy key from the dashboard Settings page |
 | `functionPath` | string | Yes | Path to the mutation function \(e.g., messages:send or folder/file:myMutation\) |
 | `args` | json | No | Named arguments to pass to the function as a JSON object |
@@ -90,7 +77,7 @@ Run a Convex action function and return its result
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud\) |
+| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud) |
 | `deployKey` | string | Yes | Convex deploy key from the dashboard Settings page |
 | `functionPath` | string | Yes | Path to the action function \(e.g., emails:send or folder/file:myAction\) |
 | `args` | json | No | Named arguments to pass to the function as a JSON object |
@@ -110,7 +97,7 @@ Run any Convex function (query, mutation, or action) by path without specifying
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud\) |
+| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud) |
 | `deployKey` | string | Yes | Convex deploy key from the dashboard Settings page |
 | `functionPath` | string | Yes | Path to the function \(e.g., messages:list or folder/file:myFunction\) |
 | `args` | json | No | Named arguments to pass to the function as a JSON object |
@@ -130,7 +117,7 @@ List all tables in a Convex deployment along with their JSON schemas. Requires s
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud\) |
+| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud) |
 | `deployKey` | string | Yes | Convex deploy key from the dashboard Settings page |
 
 #### Output
@@ -148,7 +135,7 @@ List documents from a Convex table via a paginated snapshot. Pass the returned s
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud\) |
+| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud) |
 | `deployKey` | string | Yes | Convex deploy key from the dashboard Settings page |
 | `tableName` | string | No | Table to list documents from. Omit to list documents from all tables. |
 | `snapshot` | string | No | Snapshot timestamp from a previous page. Omit on the first request to start a new snapshot. |
@@ -171,7 +158,7 @@ List documents that changed after a snapshot or previous delta cursor. Deleted d
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud\) |
+| `deploymentUrl` | string | Yes | Convex deployment URL \(e.g., https://your-deployment.convex.cloud) |
 | `deployKey` | string | Yes | Convex deploy key from the dashboard Settings page |
 | `cursor` | string | Yes | Timestamp cursor to read deltas after. Use the snapshot value from List Documents or the cursor from a previous Document Deltas page. |
 | `tableName` | string | No | Table to read deltas from. Omit to read deltas from all tables. |
diff --git a/apps/docs/content/docs/integrations/cursor.mdx b/apps/docs/content/docs/integrations/cursor.mdx
index 213d0dfb48b..6532c66aacc 100644
--- a/apps/docs/content/docs/integrations/cursor.mdx
+++ b/apps/docs/content/docs/integrations/cursor.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Cursor](https://www.cursor.so) is an intelligent cloud-based platform that enables you to launch and manage AI agents capable of collaborating on your GitHub repositories. Cursor agents are designed to help automate software development workflows, accelerate code changes, and provide powerful assistance directly within your version control stack.
-
-With Cursor, you can:
-
-- **Launch cloud agents**: Instantly start AI agents to perform tasks on your repositories—ranging from code generation and refactoring to documentation and bug fixing.
-- **Collaborate on pull requests and branches**: Agents can work on feature branches, propose changes, and assist with code reviews.
-- **Guide and refine AI work**: Provide follow-up instructions to agents, enabling you to iteratively direct their actions and results.
-- **Monitor progress and results**: Check agent status, review their output, and inspect conversation threads—all from a unified dashboard or API.
-- **Control agent lifecycle**: Start, stop, restart, or archive agents as needed to manage compute resources and workflow states.
-- **Integrate with your workflow**: Use the API to connect Cursor agents with CI/CD pipelines, chatbots, or internal tools for automated workflows.
-
-Integrating Cursor into your Sim automations unleashes the power of AI assistance on your software projects. Let agents contribute code, resolve issues, and complete repetitive development tasks so you and your team can focus on higher-level engineering work.
+Use [Cursor](https://www.cursor.so) to launch Cloud Agents on GitHub repositories, send follow-up instructions, and inspect their status, conversations, and artifacts. The actions below also cover stopping and deleting agents and listing available models and repositories.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -104,7 +93,7 @@ Start a new cloud agent to work on a GitHub repository with the given instructio
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Cursor API key |
-| `repository` | string | Yes | GitHub repository URL \(e.g., https://github.com/your-org/your-repo\) |
+| `repository` | string | Yes | GitHub repository URL \(e.g., https://github.com/your-org/your-repo) |
 | `ref` | string | No | Branch, tag, or commit to work from \(defaults to default branch\) |
 | `promptText` | string | Yes | The instruction text for the agent |
 | `promptImages` | string | No | JSON array of image objects with base64 data and dimensions |
diff --git a/apps/docs/content/docs/integrations/dagster.mdx b/apps/docs/content/docs/integrations/dagster.mdx
index 2624a2fba64..c29ad459266 100644
--- a/apps/docs/content/docs/integrations/dagster.mdx
+++ b/apps/docs/content/docs/integrations/dagster.mdx
@@ -40,7 +40,7 @@ Launch a job run on a Dagster instance.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3000\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3000) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `repositoryLocationName` | string | Yes | Repository location \(code location\) name |
 | `repositoryName` | string | Yes | Repository name within the code location |
@@ -62,7 +62,7 @@ Get the status and details of a Dagster run by its ID.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3000\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3000) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `runId` | string | Yes | The ID of the run to retrieve |
 
@@ -93,7 +93,7 @@ Fetch execution event logs for a Dagster run.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `runId` | string | Yes | The ID of the run to fetch logs for |
 | `afterCursor` | string | No | Cursor for paginating through log events \(from a previous response\) |
@@ -121,7 +121,7 @@ List Dagster runs with optional filters by job name, status, and creation-time r
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `jobName` | string | No | Filter runs by job name \(optional\) |
 | `statuses` | string | No | Comma-separated run statuses to filter by, e.g. "SUCCESS,FAILURE" \(optional\) |
@@ -152,7 +152,7 @@ List all jobs across repositories in a Dagster instance.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 
 #### Output
@@ -171,7 +171,7 @@ Reexecute an existing Dagster run, optionally resuming only from failed steps.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `parentRunId` | string | Yes | The ID of the run to reexecute |
 | `strategy` | string | Yes | Reexecution strategy: ALL_STEPS reruns everything, FROM_FAILURE resumes from failed steps, FROM_ASSET_FAILURE resumes from failed assets |
@@ -190,7 +190,7 @@ Terminate an in-progress Dagster run.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `runId` | string | Yes | The ID of the run to terminate |
 
@@ -210,7 +210,7 @@ Permanently delete a Dagster run record.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `runId` | string | Yes | The ID of the run to delete |
 
@@ -228,7 +228,7 @@ List all schedules in a Dagster repository, optionally filtered by status.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `repositoryLocationName` | string | Yes | Repository location \(code location\) name |
 | `repositoryName` | string | Yes | Repository name within the code location |
@@ -255,7 +255,7 @@ Enable (start) a schedule in a Dagster repository.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `repositoryLocationName` | string | Yes | Repository location \(code location\) name |
 | `repositoryName` | string | Yes | Repository name within the code location |
@@ -276,7 +276,7 @@ Disable (stop) a running schedule in Dagster.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `instigationStateId` | string | Yes | InstigationState ID of the schedule to stop — available from dagster_list_schedules output |
 
@@ -295,7 +295,7 @@ List all sensors in a Dagster repository, optionally filtered by status.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `repositoryLocationName` | string | Yes | Repository location \(code location\) name |
 | `repositoryName` | string | Yes | Repository name within the code location |
@@ -320,7 +320,7 @@ Enable (start) a sensor in a Dagster repository.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `repositoryLocationName` | string | Yes | Repository location \(code location\) name |
 | `repositoryName` | string | Yes | Repository name within the code location |
@@ -341,7 +341,7 @@ Disable (stop) a running sensor in Dagster.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `instigationStateId` | string | Yes | InstigationState ID of the sensor to stop — available from dagster_list_sensors output |
 
@@ -360,7 +360,7 @@ List assets tracked by a Dagster instance, optionally filtered by key prefix.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `prefix` | string | No | Slash-delimited asset key prefix to filter by, e.g. "raw" or "raw/events" \(optional\) |
 | `cursor` | string | No | Asset key cursor from a previous response, for pagination \(optional\) |
@@ -384,7 +384,7 @@ Get an asset definition and its latest materialization by asset key.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `assetKey` | string | Yes | Slash-delimited asset key, e.g. "my_asset" or "raw/events" |
 
@@ -413,7 +413,7 @@ Materialize selected assets by launching their asset job with an asset selection
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `repositoryLocationName` | string | Yes | Repository location \(code location\) name |
 | `repositoryName` | string | Yes | Repository name within the code location |
@@ -435,7 +435,7 @@ Report an external (runless) materialization or observation for an asset.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `assetKey` | string | Yes | Slash-delimited asset key to report against, e.g. "my_asset" or "raw/events" |
 | `eventType` | string | No | Event type to report: ASSET_MATERIALIZATION \(default\) or ASSET_OBSERVATION |
@@ -457,7 +457,7 @@ DESTRUCTIVE: permanently wipes ALL materialization history (every partition) for
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001\) |
+| `host` | string | Yes | Dagster host URL \(e.g., https://myorg.dagster.cloud/prod or http://localhost:3001) |
 | `apiKey` | string | No | Dagster+ API token \(leave blank for OSS / self-hosted\) |
 | `assetKey` | string | Yes | Slash-delimited asset key to wipe, e.g. "my_asset" or "raw/events" |
 
diff --git a/apps/docs/content/docs/integrations/datadog.mdx b/apps/docs/content/docs/integrations/datadog.mdx
index c6ac7143f62..6f293764cb7 100644
--- a/apps/docs/content/docs/integrations/datadog.mdx
+++ b/apps/docs/content/docs/integrations/datadog.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Datadog](https://datadoghq.com/) is a comprehensive monitoring and analytics platform for infrastructure, applications, logs, and more. It enables organizations to gain real-time visibility into the health and performance of systems, detect anomalies, and automate incident response.
-
-With Datadog, you can:
-
-- **Monitor metrics**: Collect, visualize, and analyze metrics from servers, cloud services, and custom applications.
-- **Query time series data**: Run advanced queries on performance metrics for trend analysis and reporting.
-- **Manage monitors and events**: Set up monitors to detect issues, trigger alerts, and create events for observability.
-- **Handle downtimes**: Schedule and programmatically manage planned downtimes to suppress alerts during maintenance.
-- **Analyze logs and traces** *(with additional setup in Datadog)*: Centralize and inspect logs or distributed traces for deeper troubleshooting.
-
-Sim’s Datadog integration lets your agents automate these operations and interact with your Datadog account programmatically. Use it to submit custom metrics, query timeseries data, manage monitors, create events, and streamline your monitoring workflows directly within Sim automations.
+Use [Datadog](https://datadoghq.com/) to send or query telemetry, manage monitors and incidents, and inspect observability data from a workflow. The actions below also cover dashboards, SLOs, synthetic tests, and security signals.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/datagma.mdx b/apps/docs/content/docs/integrations/datagma.mdx
index 1c8e00d6c10..e52c35d7f92 100644
--- a/apps/docs/content/docs/integrations/datagma.mdx
+++ b/apps/docs/content/docs/integrations/datagma.mdx
@@ -131,7 +131,7 @@ Find a mobile phone number from a person's LinkedIn URL. Optionally supply an em
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `username` | string | Yes | LinkedIn URL of the person \(e.g., 'https://linkedin.com/in/johndoe'\) |
+| `username` | string | Yes | LinkedIn URL of the person \(e.g., 'https://linkedin.com/in/johndoe') |
 | `email` | string | No | Email address to improve phone match accuracy |
 | `minimumMatch` | number | No | Minimum match confidence threshold \(0–1; default 1 for highest precision\) |
 | `apiKey` | string | Yes | Datagma API key |
diff --git a/apps/docs/content/docs/integrations/daytona.mdx b/apps/docs/content/docs/integrations/daytona.mdx
index 6615b2296b4..53f177899f9 100644
--- a/apps/docs/content/docs/integrations/daytona.mdx
+++ b/apps/docs/content/docs/integrations/daytona.mdx
@@ -11,25 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Daytona](https://www.daytona.io/) is secure, elastic infrastructure for running AI-generated code. Daytona provides isolated sandboxes that spin up in milliseconds, giving your agents a safe place to execute shell commands, run code, work with files, and clone repositories — without ever touching your own machines.
-
-**Why Daytona?**
-- **Built for AI-generated code:** Sandboxes are fully isolated runtimes, so untrusted or generated code can run safely with no risk to your infrastructure.
-- **Fast, elastic sandboxes:** Create a sandbox in under a couple hundred milliseconds, use it for one task or keep it alive across a whole session, and let auto-stop and auto-delete intervals clean up after you.
-- **Complete toolbox:** Execute shell commands, run Python, JavaScript, or TypeScript with a built-in code interpreter, transfer files in and out, and clone Git repositories — all through one API.
-- **Programmatic lifecycle control:** Create, list, start, stop, and delete sandboxes on demand, with snapshots, regions, resource sizing, environment variables, and labels.
-
-**Using Daytona in Sim**
-
-Sim's Daytona integration connects your workflows to Daytona with an API key. Twelve operations cover the full sandbox lifecycle and toolbox: create, list, get, start, stop, and delete sandboxes; run code and execute commands inside them; upload, download, and list files; and clone Git repositories.
-
-**Key benefits of using Daytona in Sim:**
-- **Safe code interpreter for agents:** Let an agent write Python, JavaScript, or TypeScript and execute it in an isolated sandbox, then use the output downstream in your workflow.
-- **Real file handling:** Upload workflow files directly into a sandbox, process them with code or commands, and download the results as files other blocks can consume.
-- **Repository automation:** Clone a repository into a sandbox, run installs, builds, or tests, and report the results — perfect for CI-style checks and repo health monitoring.
-- **Cost-aware lifecycle:** Create sandboxes on demand, stop or delete them when work finishes, and use auto-stop intervals so idle sandboxes never run up your bill.
-
-Whether you're building an AI code interpreter, validating generated code before it ships, analyzing data files in a clean environment, or automating repository checks, Daytona in Sim gives your agents real compute with strong isolation. Configure your API key, pick an operation, and start running code.
+Use [Daytona](https://www.daytona.io/) in Sim to create and manage sandboxes, execute shell commands or Python, JavaScript, and TypeScript code, transfer files, and clone repositories. Authenticate with a Daytona API key. Stop or delete sandboxes when work finishes, and configure auto-stop and auto-delete intervals to manage idle resources.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/deployments.mdx b/apps/docs/content/docs/integrations/deployments.mdx
index 3e15ab83383..9c2c3f60565 100644
--- a/apps/docs/content/docs/integrations/deployments.mdx
+++ b/apps/docs/content/docs/integrations/deployments.mdx
@@ -11,13 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Deployments is Sim's built-in system for taking a workflow's draft state live for API execution and managing its version history. Every deploy creates a new version, and past versions stay available for review or rollback.
+Use the Deployments block to manage other workflows in the current workspace. Deploy creates a new version; Promote Version to Live makes an existing version live without creating another. Undeploy takes a workflow offline and removes its triggers, webhooks, and schedules.
 
-- **Deploy and undeploy**: Push the current draft live as a new version, or take a live workflow offline and remove its triggers, webhooks, and schedules
-- **Promote or roll back**: Make any past version the live one without creating a new version, including re-deploying an undeployed workflow at a known-good version
-- **Inspect version history**: List every deployment version with its metadata, or fetch the full workflow state snapshot for a specific version
-
-In Sim, the Deployments block allows your agents to deploy and undeploy workflows, promote a specific version to live for rollbacks, list all deployment versions of a workflow, and retrieve the deployed state snapshot of any past version—all programmatically as part of another workflow.
+For the deployment UI and execution model, see [Workflow Deployment](/workflows/deployment).
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/discord.mdx b/apps/docs/content/docs/integrations/discord.mdx
index f2607f3cf20..39d9e5b3ef4 100644
--- a/apps/docs/content/docs/integrations/discord.mdx
+++ b/apps/docs/content/docs/integrations/discord.mdx
@@ -24,9 +24,7 @@ In Sim, the Discord integration enables your agents to access and leverage your
 
 > **Important:** To read message content, your Discord bot needs the "Message Content Intent" enabled in the Discord Developer Portal. Without this permission, you'll still receive message metadata but the content field will appear empty.
 
-Discord components in Sim use efficient lazy loading, only fetching data when needed to minimize API calls and prevent rate limiting. Token refreshing happens automatically in the background to maintain your connection.
-
-### Setting Up Your Discord Bot
+## Setting Up Your Discord Bot
 
 1. Go to the [Discord Developer Portal](https://discord.com/developers/applications)
 2. Create a new application and navigate to the "Bot" tab
diff --git a/apps/docs/content/docs/integrations/docusign.mdx b/apps/docs/content/docs/integrations/docusign.mdx
index d2029d33f83..6815937f18b 100644
--- a/apps/docs/content/docs/integrations/docusign.mdx
+++ b/apps/docs/content/docs/integrations/docusign.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[DocuSign](https://www.docusign.com) is the world's leading e-signature platform, enabling businesses to send, sign, and manage agreements digitally. With its powerful eSignature REST API, DocuSign supports the full document lifecycle from creation through completion.
-
-With the DocuSign integration in Sim, you can:
-
-- **Send envelopes**: Create and send documents for e-signature with custom recipients and signing tabs
-- **Use templates**: Send envelopes from pre-configured DocuSign templates with role assignments
-- **Track status**: Get envelope details including signing progress, timestamps, and recipient status
-- **List envelopes**: Search and filter envelopes by date range, status, and text
-- **Download documents**: Retrieve signed documents as base64-encoded files
-- **Manage recipients**: View signer and CC recipient details and signing status
-- **Void envelopes**: Cancel in-progress envelopes with a reason
-
-In Sim, the DocuSign integration enables your agents to automate document workflows end-to-end. Agents can generate agreements, send them for signature, monitor completion, and retrieve signed copies—powering contract management, HR onboarding, sales closings, and compliance processes.
+Use [DocuSign](https://www.docusign.com) to send envelopes for e-signature, create them from templates, inspect recipients and signing status, and download completed documents. Pending envelopes can be voided with a reason.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/dropcontact.mdx b/apps/docs/content/docs/integrations/dropcontact.mdx
index 0529d39e7c2..4b322ed6a3d 100644
--- a/apps/docs/content/docs/integrations/dropcontact.mdx
+++ b/apps/docs/content/docs/integrations/dropcontact.mdx
@@ -11,15 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Dropcontact](https://www.dropcontact.com/) is a GDPR-compliant B2B enrichment service that verifies and completes contact data without relying on a static database — it computes and double-checks each result on demand.
-
-With Dropcontact, you can:
-
-- **Verify and enrich contacts:** Submit a name, company, website, or LinkedIn URL and receive a verified professional email, phone number, company firmographics, and LinkedIn profile.
-- **Get deliverable emails only:** Dropcontact validates every email it returns, so credits are charged only when a verified address is found.
-- **Handle async enrichment cleanly:** Requests are processed asynchronously and Sim polls until the result is ready, so your workflow waits for a complete answer.
-
-In Sim, the Dropcontact integration lets your agents enrich and verify B2B contacts inside a workflow — keeping your CRM accurate and your outreach lists clean without manual lookups.
+Use [Dropcontact](https://www.dropcontact.com/) to enrich contact data from a name, company, website, or LinkedIn URL. Requests are asynchronous; Sim polls until the result is ready. Credits are charged when a verified email is returned.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/dspy.mdx b/apps/docs/content/docs/integrations/dspy.mdx
index 78cba43de13..c139fbdf48b 100644
--- a/apps/docs/content/docs/integrations/dspy.mdx
+++ b/apps/docs/content/docs/integrations/dspy.mdx
@@ -40,7 +40,7 @@ Run a prediction using a self-hosted DSPy program endpoint
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Base URL of the DSPy server \(e.g., https://your-dspy-server.com\) |
+| `baseUrl` | string | Yes | Base URL of the DSPy server \(e.g., https://your-dspy-server.com) |
 | `apiKey` | string | No | API key for authentication \(if required by your server\) |
 | `endpoint` | string | No | API endpoint path \(defaults to /predict\) |
 | `input` | string | Yes | The input text to send to the DSPy program |
@@ -65,7 +65,7 @@ Run a Chain of Thought prediction using a self-hosted DSPy ChainOfThought progra
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Base URL of the DSPy server \(e.g., https://your-dspy-server.com\) |
+| `baseUrl` | string | Yes | Base URL of the DSPy server \(e.g., https://your-dspy-server.com) |
 | `apiKey` | string | No | API key for authentication \(if required by your server\) |
 | `endpoint` | string | No | API endpoint path \(defaults to /predict\) |
 | `question` | string | Yes | The question to answer using chain of thought reasoning |
@@ -88,7 +88,7 @@ Run a ReAct agent using a self-hosted DSPy ReAct program endpoint for multi-step
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Base URL of the DSPy server \(e.g., https://your-dspy-server.com\) |
+| `baseUrl` | string | Yes | Base URL of the DSPy server \(e.g., https://your-dspy-server.com) |
 | `apiKey` | string | No | API key for authentication \(if required by your server\) |
 | `endpoint` | string | No | API endpoint path \(defaults to /predict\) |
 | `task` | string | Yes | The task or question for the ReAct agent to work on |
diff --git a/apps/docs/content/docs/integrations/duckduckgo.mdx b/apps/docs/content/docs/integrations/duckduckgo.mdx
index c9177f5eb81..e30200b7dbc 100644
--- a/apps/docs/content/docs/integrations/duckduckgo.mdx
+++ b/apps/docs/content/docs/integrations/duckduckgo.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[DuckDuckGo](https://duckduckgo.com/) is a privacy-focused web search engine that delivers instant answers, abstracts, related topics, and more — without tracking you or your searches. DuckDuckGo makes it easy to find information without any user profiling or targeted ads.
-
-With DuckDuckGo in Sim, you can:
-
-- **Search the web**: Instantly find answers, facts, and overviews for a given search query
-- **Get direct answers**: Retrieve specific responses for calculations, conversions, or factual queries
-- **Access abstracts**: Receive short summaries or descriptions for your search topics
-- **Fetch related topics**: Discover links and references relevant to your search
-- **Filter output**: Optionally remove HTML or skip disambiguation for cleaner results
-
-These features enable your Sim agents to automate access to fresh web knowledge — from surfacing facts in a workflow, to enriching documents and analysis with up-to-date information. Because DuckDuckGo’s Instant Answers API is open and does not require an API key, it’s simple and privacy-safe to integrate into your automated business processes.
+Use [DuckDuckGo](https://duckduckgo.com/)'s Instant Answers API to retrieve answers, abstracts, and related topics for a query. No API key is required. Optional controls remove HTML or skip disambiguation results.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/dynamodb.mdx b/apps/docs/content/docs/integrations/dynamodb.mdx
index a5c0a912635..d04d6b7dbfb 100644
--- a/apps/docs/content/docs/integrations/dynamodb.mdx
+++ b/apps/docs/content/docs/integrations/dynamodb.mdx
@@ -11,27 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Amazon DynamoDB](https://aws.amazon.com/dynamodb/) is a fully managed NoSQL database service offered by AWS that provides fast and predictable performance with seamless scalability. DynamoDB lets you store and retrieve any amount of data and serves any level of request traffic, without the need for you to manage hardware or infrastructure.
-
-With DynamoDB, you can:
-
-- **Get items**: Look up items in your tables using primary keys
-- **Put items**: Add or replace items in your tables
-- **Query items**: Retrieve multiple items using queries across indexes
-- **Scan tables**: Read all or part of the data in a table
-- **Update items**: Modify specific attributes of existing items
-- **Delete items**: Remove records from your tables
-
-In Sim, the DynamoDB integration enables your agents to securely access and manipulate DynamoDB tables using AWS credentials. Supported operations include:
-
-- **Get**: Retrieve an item by its key
-- **Put**: Insert or overwrite items
-- **Query**: Run queries using key conditions and filters
-- **Scan**: Read multiple items by scanning the table or index
-- **Update**: Change specific attributes of one or more items
-- **Delete**: Remove an item from a table
-
-This integration empowers Sim agents to automate data management tasks within your DynamoDB tables programmatically, so you can build workflows that manage, modify, and retrieve scalable NoSQL data without manual effort or server management.
+[Amazon DynamoDB](https://aws.amazon.com/dynamodb/) stores items in tables identified by primary keys. Use Get to read an item, Put to insert or replace one, Update to change attributes, and Delete to remove it. Query a table or index by key conditions; use Scan when you need to inspect items across the table. The integration also reads table metadata and uses AWS access-key credentials.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/elasticsearch.mdx b/apps/docs/content/docs/integrations/elasticsearch.mdx
index fc520cd52a9..be89c9f68a3 100644
--- a/apps/docs/content/docs/integrations/elasticsearch.mdx
+++ b/apps/docs/content/docs/integrations/elasticsearch.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Elasticsearch](https://www.elastic.co/elasticsearch/) is a powerful distributed search and analytics engine that enables you to index, search, and analyze large volumes of data in real time. It’s widely used for powering search features, log and event data analytics, observability, and more.
-
-With Elasticsearch in Sim, you gain programmatic access to core Elasticsearch capabilities, including:
-
-- **Search documents**: Perform advanced searches on structured or unstructured text using Query DSL, with support for sorting, pagination, and field selection.
-- **Index documents**: Add new documents or update existing ones in any Elasticsearch index for immediate retrieval and analysis.
-- **Get, update, or delete documents**: Retrieve, modify, or remove specific documents by ID.
-- **Bulk operations**: Execute multiple indexing or update actions in a single request for high-throughput data processing.
-- **Manage indexes**: Create, delete, or get details about indexes as part of your workflow automation.
-- **Cluster monitoring**: Check the health and stats of your Elasticsearch deployment.
-
-Sim's Elasticsearch tools work with both self-hosted and Elastic Cloud environments. Integrate Elasticsearch into your agent workflows to automate data ingestion, search across vast datasets, run reporting, or build custom search-powered applications – all without manual intervention.
+Use [Elasticsearch](https://www.elastic.co/elasticsearch/) to search with Query DSL, manage documents and indexes, run bulk operations, and inspect cluster health. The block supports self-hosted and Elastic Cloud deployments.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/elevenlabs.mdx b/apps/docs/content/docs/integrations/elevenlabs.mdx
index 82d08248c01..db694aa3383 100644
--- a/apps/docs/content/docs/integrations/elevenlabs.mdx
+++ b/apps/docs/content/docs/integrations/elevenlabs.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[ElevenLabs](https://elevenlabs.io/) is a state-of-the-art text-to-speech platform that creates incredibly natural and expressive AI voices. It offers some of the most realistic and emotionally nuanced synthetic voices available today, making it ideal for creating lifelike audio content.
-
-With ElevenLabs, you can:
-
-- **Generate natural-sounding speech**: Create audio that's nearly indistinguishable from human speech
-- **Choose from diverse voice options**: Access a library of pre-made voices with different accents, tones, and characteristics
-- **Clone voices**: Create custom voices based on audio samples (with proper permissions)
-- **Control speech parameters**: Adjust stability, clarity, and emotional tone to fine-tune output
-- **Add realistic emotions**: Incorporate natural-sounding emotions like happiness, sadness, or excitement
-
-In Sim, the ElevenLabs integration enables your agents to convert text to lifelike speech, enhancing the interactivity and engagement of your applications. This is particularly valuable for creating voice assistants, generating audio content, developing accessible applications, or building conversational interfaces that feel more human. The integration allows you to seamlessly incorporate ElevenLabs' advanced speech synthesis capabilities into your agent workflows, bridging the gap between text-based AI and natural human communication.
+[ElevenLabs](https://elevenlabs.io/) generates and transforms audio. Use this integration for text-to-speech, sound effects, speech-to-speech, and audio isolation. You can also list voices and models, inspect or change voice settings, and read account information.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/embeddings.mdx b/apps/docs/content/docs/integrations/embeddings.mdx
index 18e123c8566..a3f4b8cb962 100644
--- a/apps/docs/content/docs/integrations/embeddings.mdx
+++ b/apps/docs/content/docs/integrations/embeddings.mdx
@@ -15,7 +15,7 @@ An embedding turns a piece of text into a list of numbers that captures its mean
 
 The Embeddings block generates those numbers using OpenAI, Google Gemini, Cohere, Mistral, OpenRouter, or a model on your own Ollama server. Pick a provider, pick one of its models, pass in text, and get a vector back — one vector per input, in the order you supplied them. You can embed a single string or a list of strings in one call.
 
-Models differ in what they are good at and what they cost. `text-embedding-3-small` is the cost-efficient general choice, `gemini-embedding-001` gives the highest retrieval quality, `embed-v4.0` handles multilingual content, and `codestral-embed` is tuned for source code. Some models also let you trade vector size against quality, and some accept a task type so the vector is conditioned for how it will be used — the block only offers those controls for the models that actually support them.
+Choose a provider and a supported model for your workload. Some models let you configure vector size or task type; the block shows these controls only when the selected model supports them.
 
 Two things worth knowing before you build on it. Vectors are only comparable when they come from the same model at the same size, so changing either means re-embedding everything you intend to compare. And input longer than the model's limit is shortened to fit rather than rejected, with a warning in the run, so chunk long documents yourself when the tail matters.
 
diff --git a/apps/docs/content/docs/integrations/enrich.mdx b/apps/docs/content/docs/integrations/enrich.mdx
index 232c29bdc28..f1719f92cf0 100644
--- a/apps/docs/content/docs/integrations/enrich.mdx
+++ b/apps/docs/content/docs/integrations/enrich.mdx
@@ -211,7 +211,7 @@ Find a work email address from a LinkedIn profile URL.
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Enrich API key |
-| `linkedinProfile` | string | Yes | LinkedIn profile URL \(e.g., https://www.linkedin.com/in/williamhgates\) |
+| `linkedinProfile` | string | Yes | LinkedIn profile URL \(e.g., https://www.linkedin.com/in/williamhgates) |
 
 #### Output
 
@@ -824,7 +824,7 @@ Get reactions on a LinkedIn post by its URL, filtered by reaction type.
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Enrich API key |
-| `postUrl` | string | Yes | LinkedIn post URL \(e.g., https://www.linkedin.com/posts/...\) |
+| `postUrl` | string | Yes | LinkedIn post URL \(e.g., https://www.linkedin.com/posts/...) |
 | `reactionType` | string | Yes | Reaction type filter: all, like, love, celebrate, insightful, or funny \(default: all\) |
 | `page` | number | Yes | Page number \(starts at 1\) |
 
@@ -891,7 +891,7 @@ Get comments on a LinkedIn post by its URL.
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Enrich API key |
-| `postUrl` | string | Yes | LinkedIn post URL \(e.g., https://www.linkedin.com/posts/...\) |
+| `postUrl` | string | Yes | LinkedIn post URL \(e.g., https://www.linkedin.com/posts/...) |
 | `page` | number | No | Page number \(starts at 1, default: 1\) |
 
 #### Output
diff --git a/apps/docs/content/docs/integrations/enrow.mdx b/apps/docs/content/docs/integrations/enrow.mdx
index 3f9464916f9..b88a6d8c631 100644
--- a/apps/docs/content/docs/integrations/enrow.mdx
+++ b/apps/docs/content/docs/integrations/enrow.mdx
@@ -11,14 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Enrow](https://enrow.io/) is a B2B email-finding and verification service built for high accuracy, using triple verification — including deterministic checks on catch-all domains — so results are deliverable without a separate verifier.
-
-With Enrow, you can:
-
-- **Find verified B2B emails:** Resolve a professional email address from a person's full name and their company name or domain.
-- **Verify existing emails:** Check the deliverability and validity of an email, including reliable handling of catch-all domains.
-
-In Sim, the Enrow integration lets your agents find and verify professional emails inside a workflow — powering accurate, high-deliverability outreach and clean contact lists without manual checks.
+Use [Enrow](https://enrow.io/) to find a professional email from a person's full name and company, or check an existing email's deliverability. Inspect the returned verification result before using the address downstream.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/exa.mdx b/apps/docs/content/docs/integrations/exa.mdx
index dd6185e5d5b..a2228077380 100644
--- a/apps/docs/content/docs/integrations/exa.mdx
+++ b/apps/docs/content/docs/integrations/exa.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Exa](https://exa.ai/) is an AI-powered search engine designed specifically for developers and researchers, providing highly relevant and up-to-date information from across the web. It combines advanced semantic search capabilities with AI understanding to deliver more accurate and contextually relevant results than traditional search engines.
-
-With Exa, you can:
-
-- **Search with natural language**: Find information using conversational queries and questions
-- **Get precise results**: Receive highly relevant search results with semantic understanding
-- **Access up-to-date information**: Retrieve current information from across the web
-- **Find similar content**: Discover related resources based on content similarity
-- **Extract webpage contents**: Retrieve and process the full text of web pages
-- **Answer questions with citations**: Ask questions and receive direct answers with supporting sources
-- **Run deep research**: Use Exa Agent for multi-step research, list building, and enrichment
-- **Return structured data**: Supply a JSON schema and get typed fields back with field-level citations
-
-In Sim, the Exa integration allows your agents to search the web for information, retrieve content from specific URLs, answer questions with citations, and run deep research with Exa Agent—all programmatically through API calls. This enables your agents to access real-time information from the internet, enhancing their ability to provide accurate, current, and relevant responses. The integration is particularly valuable for research tasks, information gathering, content discovery, and answering questions that require up-to-date information from across the web.
+[Exa](https://exa.ai/) searches the web, retrieves page content, and answers questions with citations. Use Agent for multi-step research and supply a JSON schema when you need structured results with field-level citations.
 
 **Migration notes.** Exa has retired its standalone Research endpoint — use the **Agent** operation for deep research. Workflows still configured with the old Research operation are routed to Agent automatically. Exa has also deprecated **Find Similar Links** in favor of Search, and `livecrawl` in favor of `maxAgeHours`.
 {/* MANUAL-CONTENT-END */}
diff --git a/apps/docs/content/docs/integrations/fathom.mdx b/apps/docs/content/docs/integrations/fathom.mdx
index a1d0f645fc4..c854b3f5a84 100644
--- a/apps/docs/content/docs/integrations/fathom.mdx
+++ b/apps/docs/content/docs/integrations/fathom.mdx
@@ -11,14 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Fathom](https://fathom.video/) is an AI meeting assistant that automatically records, transcribes, and summarizes your video calls. It works across platforms like Zoom, Google Meet, and Microsoft Teams, generating highlights and action items so your team can stay focused during meetings and catch up quickly afterward.
-
-With the Sim Fathom integration, you can:
-
-- **List and filter meetings**: Retrieve recent meetings recorded by you or shared with your team, with optional filters by date range, recorder, or team.
-- **Get meeting summaries**: Pull structured, markdown-formatted summaries for any recorded meeting to quickly review key discussion points.
-- **Access full transcripts**: Retrieve complete transcripts with speaker attribution and timestamps for detailed review or downstream processing.
-- **Manage teams and members**: List teams in your Fathom organization and view team member details to coordinate meeting workflows.
+Use [Fathom](https://fathom.video/) to retrieve meeting summaries and transcripts and inspect team information.
 
 **How it works in Sim:**
 Add a Fathom block to your workflow and select an operation. Provide your Fathom API key and any required parameters (such as a recording ID for summaries and transcripts). The block calls the Fathom API and returns structured data you can pass to downstream blocks — for example, sending a summary to Slack or extracting action items with an AI agent.
diff --git a/apps/docs/content/docs/integrations/findymail.mdx b/apps/docs/content/docs/integrations/findymail.mdx
index 65e1af8c968..72005087f23 100644
--- a/apps/docs/content/docs/integrations/findymail.mdx
+++ b/apps/docs/content/docs/integrations/findymail.mdx
@@ -161,7 +161,7 @@ Retrieve company information from a LinkedIn URL, domain, or company name. Uses
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `linkedin_url` | string | No | Company LinkedIn URL \(e.g., https://www.linkedin.com/company/stripe/\) |
+| `linkedin_url` | string | No | Company LinkedIn URL \(e.g., https://www.linkedin.com/company/stripe/) |
 | `domain` | string | No | Company domain \(e.g., stripe.com\) |
 | `name` | string | No | Company name \(e.g., Stripe\) |
 | `apiKey` | string | Yes | Findymail API Key |
diff --git a/apps/docs/content/docs/integrations/firecrawl.mdx b/apps/docs/content/docs/integrations/firecrawl.mdx
index 12ebb7aed1f..b4f2d0d52a6 100644
--- a/apps/docs/content/docs/integrations/firecrawl.mdx
+++ b/apps/docs/content/docs/integrations/firecrawl.mdx
@@ -11,26 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Firecrawl](https://firecrawl.dev/) is a powerful web scraping and content extraction API that integrates seamlessly into Sim, enabling developers to extract clean, structured content from any website. This integration provides a simple way to transform web pages into usable data formats like Markdown and HTML while preserving the essential content.
-
-With Firecrawl in Sim, you can:
-
-- **Extract clean content**: Remove ads, navigation elements, and other distractions to get just the main content
-- **Convert to structured formats**: Transform web pages into Markdown, HTML, or JSON
-- **Capture metadata**: Extract SEO metadata, Open Graph tags, and other page information
-- **Handle JavaScript-heavy sites**: Process content from modern web applications that rely on JavaScript
-- **Filter content**: Focus on specific parts of a page using CSS selectors
-- **Process at scale**: Handle high-volume scraping needs with a reliable API
-- **Search the web**: Perform intelligent web searches and retrieve structured results
-- **Crawl entire sites**: Crawl multiple pages from a website and aggregate their content
-
-In Sim, the Firecrawl integration enables your agents to access and process web content programmatically as part of their workflows. Supported operations include:
-
-- **Scrape**: Extract structured content (Markdown, HTML, metadata) from a single web page.
-- **Search**: Search the web for information using Firecrawl's intelligent search capabilities.
-- **Crawl**: Crawl multiple pages from a website, returning structured content and metadata for each page.
-
-This allows your agents to gather information from websites, extract structured data, and use that information to make decisions or generate insights—all without having to navigate the complexities of raw HTML parsing or browser automation. Simply configure the Firecrawl block with your API key, select the operation (Scrape, Search, or Crawl), and provide the relevant parameters. Your agents can immediately begin working with web content in a clean, structured format.
+Use [Firecrawl](https://firecrawl.dev/) to scrape pages, search the web, crawl or map sites, and extract structured content. Configure a Firecrawl API key and the inputs for the selected operation. Status actions let a workflow follow asynchronous scrape, crawl, or extraction jobs.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -50,7 +31,7 @@ Extract structured content from web pages with comprehensive metadata support. C
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `url` | string | Yes | The URL to scrape content from \(e.g., "https://example.com/page"\) |
+| `url` | string | Yes | The URL to scrape content from \(e.g., "https://example.com/page") |
 | `formats` | json | No | Output formats supplied by existing Firecrawl block configurations |
 | `apiKey` | string | Yes | Firecrawl API key |
 
@@ -84,7 +65,7 @@ Scrape multiple URLs in a single batch job and retrieve structured content from
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `urls` | json | Yes | Array of URLs to scrape \(e.g., \["https://example.com/page1", "https://example.com/page2"\]\) |
+| `urls` | json | Yes | Array of URLs to scrape \(e.g., \["https://example.com/page1", "https://example.com/page2"]) |
 | `formats` | json | No | Output formats for scraped content \(e.g., \["markdown"\], \["markdown", "html"\]\) |
 | `onlyMainContent` | boolean | No | Extract only main content from pages |
 | `maxConcurrency` | number | No | Maximum number of concurrent scrapes |
@@ -187,7 +168,7 @@ Crawl entire websites and extract structured content from all accessible pages
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `url` | string | Yes | The website URL to crawl \(e.g., "https://example.com" or "https://docs.example.com/guide"\) |
+| `url` | string | Yes | The website URL to crawl \(e.g., "https://example.com" or "https://docs.example.com/guide") |
 | `limit` | number | No | Maximum number of pages to crawl \(e.g., 50, 100, 500\). Default: 100 |
 | `maxDepth` | number | No | Maximum depth to crawl from the starting URL \(e.g., 1, 2, 3\). Controls how many levels deep to follow links |
 | `formats` | json | No | Output formats for scraped content \(e.g., \["markdown"\], \["markdown", "html"\], \["markdown", "links"\]\) |
@@ -276,7 +257,7 @@ Get a complete list of URLs from any website quickly and reliably. Useful for di
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `url` | string | Yes | The base URL to map and discover links from \(e.g., "https://example.com"\) |
+| `url` | string | Yes | The base URL to map and discover links from \(e.g., "https://example.com") |
 | `search` | string | No | Filter results by relevance to a search term \(e.g., "blog"\) |
 | `sitemap` | string | No | Controls sitemap usage: "skip", "include" \(default\), or "only" |
 | `includeSubdomains` | boolean | No | Whether to include URLs from subdomains \(default: true\) |
@@ -300,7 +281,7 @@ Extract structured data from entire webpages using natural language prompts and
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `urls` | json | Yes | Array of URLs to extract data from \(e.g., \["https://example.com/page1", "https://example.com/page2"\] or \["https://example.com/*"\]\) |
+| `urls` | json | Yes | Array of URLs to extract data from \(e.g., \["https://example.com/page1", "https://example.com/page2"] or \["https://example.com/*"]) |
 | `prompt` | string | No | Natural language guidance for the extraction process |
 | `schema` | json | No | JSON Schema defining the structure of data to extract |
 | `enableWebSearch` | boolean | No | Enable web search to find supplementary information \(default: false\) |
@@ -347,7 +328,7 @@ Autonomous web data extraction agent. Searches and gathers information based on
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `prompt` | string | Yes | Natural language description of the data to extract \(max 10,000 characters\) |
-| `urls` | json | No | Optional array of URLs to focus the agent on \(e.g., \["https://example.com", "https://docs.example.com"\]\) |
+| `urls` | json | No | Optional array of URLs to focus the agent on \(e.g., \["https://example.com", "https://docs.example.com"]) |
 | `schema` | json | No | JSON Schema defining the structure of data to extract |
 | `maxCredits` | number | No | Maximum credits to spend on this agent task |
 | `strictConstrainToURLs` | boolean | No | If true, agent will only visit URLs provided in the urls array |
diff --git a/apps/docs/content/docs/integrations/flint.mdx b/apps/docs/content/docs/integrations/flint.mdx
index 3ff73c28260..9ed29033c26 100644
--- a/apps/docs/content/docs/integrations/flint.mdx
+++ b/apps/docs/content/docs/integrations/flint.mdx
@@ -11,25 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Flint](https://www.flint.com/) is an AI website platform where background agents build and update your site for you. Through the Agent Tasks API, you can programmatically kick off site changes from a natural-language prompt, generate batches of pages from a template, and monitor each task until it completes.
-
-**Why Flint?**
-- **Agent-Driven Site Changes:** Describe the change in plain language — "Add a new About page with a team section" — and a background agent makes it happen.
-- **Programmatic Page Generation:** Generate up to 10 pages per task from an existing template page, each with its own slug and content context — ideal for case studies, location pages, and programmatic SEO.
-- **Controlled Publishing:** Every task can either publish automatically on completion or leave changes unpublished for review.
-- **Full Task Visibility:** Poll any task for its status and get back the created, modified, and deleted pages with preview, edit, and published URLs.
-
-**Using Flint in Sim**
-
-Sim's Flint integration connects your workflows directly to the Flint Agent Tasks API using an API key from your Flint team settings. Three operations cover the full task lifecycle: Create Task starts a prompt-driven site change, Generate Pages fans a template out into a batch of new pages, and Get Task reports status and results.
-
-**Key benefits of using Flint in Sim:**
-- **Content pipelines:** Read rows from a table or spreadsheet and generate a landing page per row from a Flint template.
-- **Event-driven site updates:** Trigger site changes from Slack requests, closed-won deals, or new GitHub releases.
-- **Safe review workflows:** Leave publishing off, collect preview URLs from Get Task, and publish only after approval.
-- **Reliable monitoring:** Poll task status on a schedule, write published URLs back to your data, and alert on failed tasks with their error messages.
-
-Whether you're scaling programmatic SEO, keeping marketing pages in sync with your business systems, or automating site maintenance, Flint in Sim turns your website into something your workflows can edit. Configure your API key, pick an operation, and let the agent do the work.
+Use [Flint](https://www.flint.com/) in Sim to start site changes from a natural-language prompt, generate up to 10 pages from a template, and check task status. Create an API key in your Flint team settings. Leave publishing off when changes need review, then use **Get Task** to collect preview URLs and the list of created, modified, or deleted pages. Poll the task until it finishes and inspect its error if it fails.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/gamma.mdx b/apps/docs/content/docs/integrations/gamma.mdx
index 1e7b34ce9b2..8eb3cda40ee 100644
--- a/apps/docs/content/docs/integrations/gamma.mdx
+++ b/apps/docs/content/docs/integrations/gamma.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Gamma](https://gamma.app/) is an AI-powered platform for creating presentations, documents, webpages, and social posts. Gamma's API lets you programmatically generate polished, visually rich content from text prompts, adapt existing templates, and manage workspace assets like themes and folders.
-
-With Gamma, you can:
-
-- **Generate presentations and documents:** Create slide decks, documents, webpages, and social posts from text input with full control over format, tone, and image sourcing.
-- **Create from templates:** Adapt existing Gamma templates with custom prompts to quickly produce tailored content.
-- **Check generation status:** Poll for completion of async generation jobs and retrieve the final Gamma URL.
-- **Browse themes and folders:** List available workspace themes and folders to organize and style your generated content.
-
-In Sim, the Gamma integration enables your agents to automatically generate presentations and documents, create content from templates, and manage workspace assets directly within your workflows. This allows you to automate content creation pipelines, batch-produce slide decks, and integrate AI-generated presentations into broader business automation scenarios.
+Use [Gamma](https://gamma.app/) to generate presentations, documents, webpages, or social posts from text or an existing template. Poll Check Status for asynchronous jobs and use the returned Gamma URL when generation completes. Themes and folders control styling and organization.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/github.mdx b/apps/docs/content/docs/integrations/github.mdx
index daaea6f0ebc..605df7d74b5 100644
--- a/apps/docs/content/docs/integrations/github.mdx
+++ b/apps/docs/content/docs/integrations/github.mdx
@@ -11,25 +11,13 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[GitHub](https://github.com/) is the world’s leading platform for hosting, collaborating on, and managing source code. GitHub offers powerful tools for version control, code review, branching strategies, and team collaboration within the rich Git ecosystem, underpinning both open source and enterprise development worldwide.
-
-The GitHub integration in Sim allows your agents to seamlessly automate, interact with, and orchestrate workflows across your repositories. Using this integration, agents can perform an extended set of code and collaboration operations, enabling:
-
-- **Fetch pull request details:** Retrieve a full overview of any pull request, including file diffs, branch information, metadata, approvals, and a summary of changes, for automation or review workflows.
-- **Create pull request comments:** Automatically generate or post comments on PRs—such as reviews, suggestions, or status updates—enabling speedy feedback, documentation, or policy enforcement.
-- **Get repository information:** Access comprehensive repository metadata, including descriptions, visibility, topics, default branches, and contributors. This supports intelligent project analysis, dynamic workflow routing, and organizational reporting.
-- **Fetch the latest commit:** Quickly obtain details from the newest commit on any branch, including hashes, messages, authors, and timestamps. This is useful for monitoring development velocity, triggering downstream actions, or enforcing quality checks.
-- **Trigger workflows from GitHub events:** Set up Sim workflows to start automatically from key GitHub events, including pull request creation, review comments, or when new commits are pushed, through easy webhook integration. Automate actions such as deployments, notifications, compliance checks, or documentation updates in real time.
-- **Monitor and manage repository activity:** Programmatically track contributions, manage PR review states, analyze branch histories, and audit code changes. Empower agents to enforce requirements, coordinate releases, and respond dynamically to development patterns.
-- **Support for advanced automations:** Combine these operations—for example, fetch PR data, leave context-aware comments, and kick off multi-step Sim workflows on code pushes or PR merges—to automate your team’s engineering processes from end to end.
-
-By leveraging all of these capabilities, the Sim GitHub integration enables agents to engage deeply in the development lifecycle. Automate code reviews, streamline team feedback, synchronize project artifacts, accelerate CI/CD, and enforce best practices with ease. Bring security, speed, and reliability to your workflows—directly within your Sim-powered automation environment, with full integration into your organization’s GitHub strategy.
+[GitHub](https://github.com/) hosts repositories and their pull requests, issues, and commit history. Use this integration to read repository content, automate code-review and issue workflows, and respond to GitHub events. Select an action below for its required repository identifiers, permissions, and inputs.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Integrate Github into the workflow. Can get get PR details, create PR comment, get repository info, and get latest commit. Can be used in trigger mode to trigger a workflow when a PR is created, commented on, or a commit is pushed.
+Read and update GitHub repositories, pull requests, issues, and related records. Use trigger mode to start workflows from GitHub events.
 
 
 
diff --git a/apps/docs/content/docs/integrations/gmail.mdx b/apps/docs/content/docs/integrations/gmail.mdx
index 55f2b5d69f6..4054e97f24b 100644
--- a/apps/docs/content/docs/integrations/gmail.mdx
+++ b/apps/docs/content/docs/integrations/gmail.mdx
@@ -11,21 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Gmail](https://mail.google.com/) is one of the world’s most popular email services, trusted by individuals and organizations to send, receive, and manage messages securely.
-
-With the Gmail integration in Sim, you can:
-
-- **Send emails**: Compose and send emails with support for recipients, CC, BCC, subject, body, and attachments
-- **Create drafts**: Save email drafts for later review and sending
-- **Read emails**: Retrieve email messages by ID with full content and metadata
-- **Search emails**: Find emails using Gmail’s powerful search query syntax
-- **Move emails**: Move messages between folders or labels
-- **Manage read status**: Mark emails as read or unread
-- **Archive and unarchive**: Archive messages to clean up your inbox or restore them
-- **Delete emails**: Remove messages from your mailbox
-- **Manage labels**: Add or remove labels from emails for organization
-
-In Sim, the Gmail integration enables your agents to interact with your inbox programmatically as part of automated workflows. Agents can send notifications, search for specific emails, organize messages, and trigger actions based on email content—enabling intelligent email automation and communication workflows.
+Use [Gmail](https://mail.google.com/) to send or draft messages, read and search mail, and manage labels and read status. Gmail triggers can start a workflow when new mail arrives.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google-service-account.mdx b/apps/docs/content/docs/integrations/google-service-account.mdx
index 7bf63848d79..d6a73426a0d 100644
--- a/apps/docs/content/docs/integrations/google-service-account.mdx
+++ b/apps/docs/content/docs/integrations/google-service-account.mdx
@@ -8,7 +8,7 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Image } from '@/components/ui/image'
 import { FAQ } from '@/components/ui/faq'
 
-Google service accounts with domain-wide delegation let your workflows access Google APIs on behalf of users in your Google Workspace domain — without requiring each user to complete an OAuth consent flow. This is ideal for automated workflows that need to send emails, read spreadsheets, or manage files across your organization.
+Google service accounts can access shared resources directly or impersonate a Google Workspace user through domain-wide delegation. This guide covers the JSON key, required APIs, delegation scopes, and credential setup in Sim.
 
 For example, you could build a workflow that iterates through a list of employees, impersonates each one to read their Google Docs, and uploads the contents to a shared knowledge base — all without requiring any of those users to sign in.
 
@@ -156,7 +156,7 @@ Once Google Cloud and Workspace are configured, add the service account as a cre
     </div>
   </Step>
   <Step>
-    Paste the full contents of your JSON key file into the text area
+    Paste the full contents into **JSON key**, or use **Or upload a file** to select the JSON key file.
     <div className="flex justify-center">
       <Image
         src="/static/credentials/add-service-account.png"
@@ -179,7 +179,7 @@ The JSON key file is validated for the required fields (`type`, `client_email`,
 
 ## Using Delegated Access in Workflows
 
-When you use a Google block (Gmail, Sheets, Drive, etc.) in a workflow and select a service account credential, an **Impersonate User Email** field appears below the credential selector.
+When you use a Google block (Gmail, Sheets, Drive, etc.) in a workflow and select a service account credential, an **Impersonated Account** field appears below the credential selector.
 
 Enter the email address of the Google Workspace user you want the service account to act as. For example, if you enter `alice@yourcompany.com`, the workflow will send emails from Alice's account, read her spreadsheets, or access her calendar — depending on the scopes you authorized.
 
@@ -198,7 +198,7 @@ The impersonated email must belong to a user in the Google Workspace domain wher
 </Callout>
 
 <FAQ items={[
-  { question: "Can I use a service account without domain-wide delegation?", answer: "Yes, but it will only be able to access resources owned by the service account itself (e.g., spreadsheets shared directly with the service account email). Without delegation, you cannot impersonate users or access their personal data like Gmail." },
+  { question: "Can I use a service account without domain-wide delegation?", answer: "Yes. Without delegation, it can access supported resources owned by or shared with the service account. It cannot impersonate users or access user-specific data such as Gmail." },
   { question: "What happens if the impersonation email field is left blank?", answer: "The service account will authenticate as itself. This works for accessing shared resources (like a Google Sheet shared with the service account email) but will fail for user-specific APIs like Gmail." },
   { question: "Can I use the same service account for multiple Google services?", answer: "Yes. A single service account can be used across Gmail, Sheets, Drive, Calendar, and other Google services — as long as the required API is enabled in Google Cloud and the corresponding scopes are authorized in the Workspace admin console." },
   { question: "How do I rotate the service account key?", answer: "Create a new JSON key in the Google Cloud Console under your service account's Keys tab, then update the credential in Sim with the new key. Delete the old key from Google Cloud once the new one is working." },
diff --git a/apps/docs/content/docs/integrations/google_ads.mdx b/apps/docs/content/docs/integrations/google_ads.mdx
index a99a7f7bb3b..33723952bec 100644
--- a/apps/docs/content/docs/integrations/google_ads.mdx
+++ b/apps/docs/content/docs/integrations/google_ads.mdx
@@ -11,9 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Ads](https://ads.google.com) is Google's online advertising platform that lets businesses create ads to reach customers across Google Search, YouTube, Gmail, and millions of partner websites. It supports campaign types including Search, Display, Video, Shopping, and Performance Max, with detailed targeting, bidding strategies, and performance analytics.
-
-In Sim, the Google Ads integration enables your agents to query campaign data, monitor ad group performance, and pull detailed metrics using the Google Ads Query Language (GAQL). This supports use cases such as automated performance reporting, budget monitoring, campaign health checks, and data-driven optimization workflows. By connecting Sim with Google Ads, your agents can retrieve real-time advertising data and act on insights without manual dashboard navigation.
+Use [Google Ads](https://ads.google.com) in Sim to list accessible accounts and campaigns, retrieve ad groups and performance metrics, and run custom Google Ads Query Language (GAQL) queries. These read operations support campaign reporting and budget monitoring workflows.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_appsheet.mdx b/apps/docs/content/docs/integrations/google_appsheet.mdx
index 7343764cc25..9917156316e 100644
--- a/apps/docs/content/docs/integrations/google_appsheet.mdx
+++ b/apps/docs/content/docs/integrations/google_appsheet.mdx
@@ -11,18 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google AppSheet](https://about.appsheet.com/) is Google's no-code app development platform that lets teams turn spreadsheets and databases into mobile and web apps, backed by data sources like Google Sheets, Excel, and cloud databases.
+Use [Google AppSheet](https://about.appsheet.com/) to find, add, edit, and delete table rows. Use Selector expressions to filter results, and identify existing rows by their key column.
 
-With the Google AppSheet integration in Sim, you can:
-
-- **Find rows**: Query a table with an optional Selector expression (`Filter`, `OrderBy`, `Top`, and more) to narrow, sort, and limit the rows returned
-- **Add rows**: Insert new rows into a table, letting AppSheet generate the key column automatically or providing it explicitly
-- **Edit rows**: Update existing rows by key column, changing only the fields that need to change
-- **Delete rows**: Remove rows from a table by key column
-
-In Sim, the Google AppSheet integration enables your agents to read and write AppSheet app data as part of automated workflows — syncing order intake, routing leads, escalating tickets, or keeping a table in sync with another system, all without touching the AppSheet editor.
-
-### Getting Your Application Access Key
+## Getting Your Application Access Key
 
 Google AppSheet authenticates with a static Application Access Key rather than OAuth:
 
diff --git a/apps/docs/content/docs/integrations/google_bigquery.mdx b/apps/docs/content/docs/integrations/google_bigquery.mdx
index 778a514ac90..e6d4ba1839e 100644
--- a/apps/docs/content/docs/integrations/google_bigquery.mdx
+++ b/apps/docs/content/docs/integrations/google_bigquery.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google BigQuery](https://cloud.google.com/bigquery) is Google Cloud's fully managed, serverless data warehouse designed for large-scale data analytics. BigQuery lets you run fast SQL queries on massive datasets, making it ideal for business intelligence, data exploration, and machine learning pipelines.
-
-With the Google BigQuery integration in Sim, you can:
-
-- **Run SQL queries**: Execute queries against your BigQuery datasets and retrieve results for analysis or downstream processing
-- **List datasets**: Browse available datasets within a Google Cloud project
-- **List and inspect tables**: Enumerate tables within a dataset and retrieve detailed schema information
-- **Insert rows**: Stream new rows into BigQuery tables for real-time data ingestion
-
-In Sim, the Google BigQuery integration enables your agents to query datasets, inspect schemas, and insert rows as part of automated workflows. This is ideal for automated reporting, data pipeline orchestration, real-time data ingestion, and analytics-driven decision making.
+[BigQuery](https://cloud.google.com/bigquery) stores and queries datasets with SQL. Use this integration to run queries, inspect datasets, tables, and schemas, and insert rows. Connect the Google credentials required by the selected operation.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_books.mdx b/apps/docs/content/docs/integrations/google_books.mdx
index 69bcd9ae4dd..a4b31d0563e 100644
--- a/apps/docs/content/docs/integrations/google_books.mdx
+++ b/apps/docs/content/docs/integrations/google_books.mdx
@@ -11,14 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Books](https://books.google.com) is Google's comprehensive book discovery and metadata service, providing access to millions of books from publishers, libraries, and digitized collections worldwide.
-
-With the Google Books integration in Sim, you can:
-
-- **Search for books**: Find volumes by title, author, ISBN, or keyword across the entire Google Books catalog
-- **Retrieve volume details**: Get detailed metadata for a specific book including title, authors, description, ratings, and publication details
-
-In Sim, the Google Books integration allows your agents to search for books and retrieve volume details as part of automated workflows. This enables use cases such as content research, reading list curation, bibliographic data enrichment, and knowledge gathering from published works.
+Use [Google Books](https://books.google.com) in Sim to search by title, author, ISBN, or keyword and retrieve a volume’s metadata, including its description, authors, ratings, and publication details.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_calendar.mdx b/apps/docs/content/docs/integrations/google_calendar.mdx
index 43fc5aa5b90..c0a7b8356ec 100644
--- a/apps/docs/content/docs/integrations/google_calendar.mdx
+++ b/apps/docs/content/docs/integrations/google_calendar.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Calendar](https://calendar.google.com) is Google's widely used online calendar and scheduling service, making it easy to organize meetings, events, reminders, and appointments individually or collaboratively. As a key part of Google Workspace, Google Calendar offers robust tools for managing your schedule, sending invitations, setting event reminders, and sharing calendars with others.
-
-Google Calendar supports feature-rich integrations and automation, allowing users and teams to streamline event management and keep their workflows synchronized. Its API enables programmatic creation, modification, and listing of calendar events, empowering agents and automated workflows to interact with your schedule in real time.
-
-Key features of Google Calendar include:
-
-- **Event Scheduling**: Create one-time or recurring events with rich details like time, location, and guests.
-- **Reminders & Notifications**: Automated email and push reminders to ensure you never miss an important event.
-- **Sharing & Collaboration**: Share calendars with individuals or groups, manage permissions, and coordinate meetings seamlessly.
-- **Integration**: Connect with Gmail, Meet, Docs, and external tools for a unified productivity experience.
-- **Time Zone Support**: Schedule meetings across regions with full time zone awareness.
-- **Mobile & Multi-Device Access**: Access your calendar from web, mobile, and desktop.
-
-In Sim, the Google Calendar integration allows your agents to read, create, update, and list calendar events as part of automated workflows. This enables powerful scenarios such as syncing meeting information, generating reminders, tracking event changes, coordinating team schedules, and much more. By connecting Sim with Google Calendar, your agents can handle scheduling tasks, manage events intelligently, and keep your whole organization on track without manual intervention.
+Use [Google Calendar](https://calendar.google.com) to manage events and calendars, invite attendees, inspect availability, and configure sharing. Calendar event triggers can start workflows when events change.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_contacts.mdx b/apps/docs/content/docs/integrations/google_contacts.mdx
index bb54b76b206..585eb44cf71 100644
--- a/apps/docs/content/docs/integrations/google_contacts.mdx
+++ b/apps/docs/content/docs/integrations/google_contacts.mdx
@@ -11,15 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Contacts](https://contacts.google.com/) is Google's contact management service, letting people store and organize names, emails, phone numbers, and organization details for everyone they communicate with.
-
-With this block, you can:
-
-- **Create and update contacts**: Add new contacts or edit existing ones with names, emails, phone numbers, organization, job title, and notes
-- **Retrieve and list contacts**: Fetch a specific contact by resource name or list contacts with pagination and sort order
-- **Search and delete contacts**: Find contacts by name, email, phone, or organization, or remove a contact entirely
-
-In Sim, the Google Contacts integration allows your agents to create, read, update, delete, list, and search contacts programmatically within a workflow. This enables agents to keep a contact directory in sync, look up contact details before sending communications, or search for matching contacts by name, email, phone, or organization as part of a larger automation.
+[Google Contacts](https://contacts.google.com/) stores contact records for a Google account. Search or list contacts to obtain their resource names, then use those names to read, update, or delete records. Create contacts with the name, email, phone, and other fields needed by your workflow.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_docs.mdx b/apps/docs/content/docs/integrations/google_docs.mdx
index 93a1c652ef0..8a94f6c30b5 100644
--- a/apps/docs/content/docs/integrations/google_docs.mdx
+++ b/apps/docs/content/docs/integrations/google_docs.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Docs](https://docs.google.com) is Google’s collaborative, cloud-based document service, enabling users to create, edit, and share documents in real time. As an integral part of Google Workspace, Docs offers rich formatting tools, commenting, version history, and seamless integration with other Google productivity tools.
-
-Google Docs empowers individuals and teams to:
-
-- **Create and format documents:** Develop rich text documents with advanced formatting, images, and tables.
-- **Collaborate and comment:** Multiple users can edit and comment with suggestions instantly.
-- **Track changes and version history:** Review, revert, and manage revisions over time.
-- **Access from any device:** Work on documents from web, mobile, or desktop with full cloud synchronization.
-- **Integrate across Google services:** Connect Docs with Drive, Sheets, Slides, and external platforms for powerful workflows.
-
-In Sim, the Google Docs integration allows your agents to read document content, write new content, and create documents programmatically as part of automated workflows. This integration unlocks automation such as document generation, report writing, content extraction, and collaborative editing—bridging the gap between AI-driven workflows and document management in your organization.
+Use [Google Docs](https://docs.google.com) in Sim to read, create, and update documents. Workflows can insert text, tables, images, and page breaks; find and replace text; and apply text styling.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_drive.mdx b/apps/docs/content/docs/integrations/google_drive.mdx
index 62db54a219a..5efe8a27266 100644
--- a/apps/docs/content/docs/integrations/google_drive.mdx
+++ b/apps/docs/content/docs/integrations/google_drive.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Drive](https://drive.google.com) is Google’s cloud-based file storage and synchronization service, making it easy to store, manage, share, and access files securely across devices and platforms. As a core element of Google Workspace, Google Drive offers robust tools for file organization, collaboration, and seamless integration with the broader productivity suite.
-
-Google Drive enables individuals and teams to:
-
-- **Store files in the cloud:** Access documents, images, videos, and more from anywhere with internet connectivity.
-- **Organize and manage content:** Create and arrange folders, use naming conventions, and leverage search for fast retrieval.
-- **Share and collaborate:** Control file and folder permissions, share with individuals or groups, and collaborate in real time.
-- **Leverage powerful search:** Quickly locate files using Google’s search technology.
-- **Access across devices:** Work with your files on desktop, mobile, or web with full synchronization.
-- **Integrate deeply across Google services:** Connect with Google Docs, Sheets, Slides, and partner applications in your workflows.
-
-In Sim, the Google Drive integration allows your agents to read, upload, download, list, and organize your Drive files programmatically. Agents can automate file management, streamline content workflows, and enable no-code automation around document storage and retrieval. By connecting Sim with Google Drive, you empower your agents to incorporate cloud file operations directly into intelligent business processes.
+Use [Google Drive](https://drive.google.com) to manage files, folders, metadata, and permissions. Download and content actions export Google Workspace files; the Export action lets you choose a supported output format.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_forms.mdx b/apps/docs/content/docs/integrations/google_forms.mdx
index f92423bfabc..1d288896a65 100644
--- a/apps/docs/content/docs/integrations/google_forms.mdx
+++ b/apps/docs/content/docs/integrations/google_forms.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Forms](https://forms.google.com) is Google's online survey and form tool that allows users to create forms, collect responses, and analyze results. As part of Google's productivity suite, Google Forms makes it easy to gather information, feedback, and data from users.
-
-Learn how to integrate the Google Forms tool in Sim to automatically read and process form responses in your workflows. This tutorial walks you through connecting Google Forms, retrieving responses, and using collected data to power automation. Perfect for syncing survey results, registrations, or feedback with your agents in real-time.
-
-With Google Forms, you can:
-
-- **Create surveys and forms**: Design custom forms for feedback, registration, quizzes, and more
-- **Collect responses automatically**: Gather data from users in real-time
-- **Analyze results**: View responses in Google Forms or export to Google Sheets for further analysis
-- **Collaborate easily**: Share forms and work with others to build and review questions
-- **Integrate with other Google services**: Connect with Google Sheets, Drive, and more
-
-In Sim, the Google Forms integration enables your agents to programmatically access form responses. This allows for powerful automation scenarios such as processing survey data, triggering workflows based on new submissions, and syncing form results with other tools. Your agents can fetch all responses for a form, retrieve a specific response, and use the data to drive intelligent automation. By connecting Sim with Google Forms, you can automate data collection, streamline feedback processing, and incorporate form responses into your agent's capabilities.
+[Google Forms](https://www.google.com/forms/about/) collects structured responses. Use this integration to read and update forms, retrieve responses, and manage watches. Its triggers can start workflows when forms receive responses or change.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_maps.mdx b/apps/docs/content/docs/integrations/google_maps.mdx
index 3c6e082056b..7160fb95827 100644
--- a/apps/docs/content/docs/integrations/google_maps.mdx
+++ b/apps/docs/content/docs/integrations/google_maps.mdx
@@ -11,22 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Maps](https://maps.google.com) is a comprehensive platform offering a wide array of APIs for mapping, geocoding, routing, places, environment data, and more. Through Sim, your agents can leverage key Google Maps Platform APIs to automate a variety of location-based workflows.
-
-**The following Google Maps APIs are included in this integration:**
-
-- **Geocoding API:** Convert addresses into latitude/longitude coordinates and perform reverse geocoding.
-- **Directions API:** Calculate driving, walking, cycling, or transit directions and routes between locations.
-- **Distance Matrix API:** Compute travel distances and times for multiple origin and destination combinations.
-- **Places API:** Search for places (businesses, landmarks, establishments) by name, type, or proximity.
-- **Place Details API:** Retrieve detailed information for a specific place, such as address, ratings, hours, and contact info.
-- **Elevation API:** Obtain elevation data (height above sea level) for any set of locations globally.
-- **Time Zone API:** Look up time zone information for any geographic location.
-- **Air Quality API:** Fetch real-time air quality data for specific coordinates.
-
-With these APIs, your Sim agents can automate location lookup and enrichment, plan optimal routes and deliveries, estimate times and distances, analyze place data, enrich records with geographic context, get environmental conditions, and more—all without manual work or external tools.
-
-If you need capabilities beyond what's listed here or want to request support for additional Google Maps APIs, let us know!
+Use [Google Maps](https://maps.google.com) APIs to look up coordinates and places, calculate routes and travel times, validate addresses, and retrieve location-based environmental data. Each action below documents its required location inputs and returned fields.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_meet.mdx b/apps/docs/content/docs/integrations/google_meet.mdx
index a6da5e7c27d..6ef66caa253 100644
--- a/apps/docs/content/docs/integrations/google_meet.mdx
+++ b/apps/docs/content/docs/integrations/google_meet.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Meet](https://meet.google.com) is Google's video conferencing and online meeting platform, providing secure, high-quality video calls for individuals and teams. As a core component of Google Workspace, Google Meet enables real-time collaboration through video meetings, screen sharing, and integrated chat.
-
-The Google Meet REST API (v2) allows programmatic management of meeting spaces and conference records, enabling automated workflows to create meetings, track participation, and manage active conferences without manual intervention.
-
-Key features of the Google Meet API include:
-
-- **Meeting Space Management**: Create, retrieve, and configure meeting spaces with customizable access controls.
-- **Conference Records**: Access historical conference data including start/end times and associated spaces.
-- **Participant Tracking**: View participant details for any conference including join/leave times and user types.
-- **Access Controls**: Configure who can join meetings (open, trusted, or restricted) and which entry points are allowed.
-- **Active Conference Management**: Programmatically end active conferences in meeting spaces.
-
-In Sim, the Google Meet integration allows your agents to create meeting spaces on demand, monitor conference activity, track participation across meetings, and manage active conferences as part of automated workflows. This enables scenarios such as automatically provisioning meeting rooms for scheduled events, generating attendance reports, ending stale conferences, and building meeting analytics dashboards.
+[Google Meet](https://meet.google.com/) provides meeting spaces and conference records. Create or configure a meeting space, inspect participants and past conferences, or end an active conference. Select the space or conference identifier required by the operation.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -51,7 +39,7 @@ Create a new Google Meet meeting space
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
 | `name` | string | Resource name of the space \(e.g., spaces/abc123\) |
-| `meetingUri` | string | Meeting URL \(e.g., https://meet.google.com/abc-defg-hij\) |
+| `meetingUri` | string | Meeting URL \(e.g., https://meet.google.com/abc-defg-hij) |
 | `meetingCode` | string | Meeting code \(e.g., abc-defg-hij\) |
 | `accessType` | string | Access type configuration |
 | `entryPointAccess` | string | Entry point access configuration |
diff --git a/apps/docs/content/docs/integrations/google_pagespeed.mdx b/apps/docs/content/docs/integrations/google_pagespeed.mdx
index 83bdf2fdf1f..49e8f7b4a99 100644
--- a/apps/docs/content/docs/integrations/google_pagespeed.mdx
+++ b/apps/docs/content/docs/integrations/google_pagespeed.mdx
@@ -24,7 +24,7 @@ With the Google PageSpeed integration in Sim, you can:
 
 In Sim, the Google PageSpeed integration enables your agents to programmatically audit web pages as part of automated workflows. This is useful for monitoring site performance over time, triggering alerts when scores drop below thresholds, generating performance reports, and ensuring that deployed changes meet quality standards before release.
 
-### Getting Your API Key
+## Getting Your API Key
 
 1. Go to the [Google Cloud Console](https://console.cloud.google.com/)
 2. Create or select a project
diff --git a/apps/docs/content/docs/integrations/google_search.mdx b/apps/docs/content/docs/integrations/google_search.mdx
index af47e9d8166..17c12697096 100644
--- a/apps/docs/content/docs/integrations/google_search.mdx
+++ b/apps/docs/content/docs/integrations/google_search.mdx
@@ -11,13 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Search](https://www.google.com) is the world's most widely used web search engine, making it easy to find information, discover new content, and answer questions in real time.
-
-With the Google Search integration in Sim, you can:
-
-- **Search the web**: Perform queries using Google's Custom Search API and retrieve structured search results with titles, snippets, and URLs
-
-In Sim, the Google Search integration allows your agents to search the web and retrieve live information as part of automated workflows. This enables use cases such as automated research, fact-checking, knowledge synthesis, and dynamic content discovery.
+Use [Google Search](https://www.google.com)'s Custom Search API to retrieve search results with titles, snippets, and URLs for a query.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_slides.mdx b/apps/docs/content/docs/integrations/google_slides.mdx
index 40e5064b18a..64ead23ce6c 100644
--- a/apps/docs/content/docs/integrations/google_slides.mdx
+++ b/apps/docs/content/docs/integrations/google_slides.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Slides](https://slides.google.com) is a dynamic cloud-based presentation application that allows users to create, edit, collaborate on, and present slideshows in real-time. As part of Google's productivity suite, Google Slides offers a flexible platform for designing engaging presentations, collaborating with others, and sharing content seamlessly through the cloud.
-
-Learn how to integrate the Google Slides tools in Sim to effortlessly manage presentations as part of your automated workflows. With Sim, you can read, write, create, and update Google Slides presentations directly through your agents and automated processes, making it easy to deliver up-to-date information, generate custom reports, or produce branded decks programmatically.
-
-With Google Slides, you can:
-
-- **Create and edit presentations**: Design visually appealing slides with themes, layouts, and multimedia content
-- **Collaborate in real-time**: Work simultaneously with teammates, comment, assign tasks, and receive live feedback on presentations
-- **Present anywhere**: Display presentations online or offline, share links, or publish to the web
-- **Add images and rich content**: Insert images, graphics, charts, and videos to make your presentations engaging
-- **Integrate with other services**: Connect seamlessly with Google Drive, Docs, Sheets, and other third-party tools
-- **Access from any device**: Use Google Slides on desktops, laptops, tablets, and mobile devices for maximum flexibility
-
-In Sim, the Google Slides integration enables your agents to interact directly with presentation files programmatically. Automate tasks like reading slide content, inserting new slides or images, replacing text throughout a deck, generating new presentations, and retrieving slide thumbnails. This empowers you to scale content creation, keep presentations up-to-date, and embed them into automated document workflows. By connecting Sim with Google Slides, you facilitate AI-driven presentation management—making it easy to generate, update, or extract information from presentations without manual effort.
+Use [Google Slides](https://slides.google.com) in Sim to build and update presentations from templates or workflow data. Copy a template, replace text and images, embed Sheets charts, style text and shapes, manage tables and layouts, apply batch updates, and export to PDF or PPTX.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_tasks.mdx b/apps/docs/content/docs/integrations/google_tasks.mdx
index 67e02977461..79bb274bc11 100644
--- a/apps/docs/content/docs/integrations/google_tasks.mdx
+++ b/apps/docs/content/docs/integrations/google_tasks.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Tasks](https://support.google.com/tasks) is Google's lightweight task management service, integrated into Gmail, Google Calendar, and the standalone Google Tasks app. It provides a simple way to create, organize, and track to-do items with support for due dates, subtasks, and task lists.
-
-With the Google Tasks integration in Sim, you can:
-
-- **Create tasks**: Add new to-do items to any task list with titles, notes, and due dates
-- **List tasks**: Retrieve all tasks from a specific task list
-- **Get task details**: Fetch detailed information about a specific task by ID
-- **Update tasks**: Modify task titles, notes, due dates, or completion status
-- **Delete tasks**: Remove tasks from a task list
-- **List task lists**: Browse all available task lists in a Google account
-
-In Sim, the Google Tasks integration allows your agents to manage to-do items programmatically as part of automated workflows. This enables use cases such as automated task creation from incoming data, deadline monitoring, and workflow-triggered task management.
+Use [Google Tasks](https://support.google.com/tasks) to create, list, update, and delete tasks, or list the task lists in a Google account. Task inputs include titles, notes, due dates, and completion status.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_translate.mdx b/apps/docs/content/docs/integrations/google_translate.mdx
index 7dc119fd73f..1e421389bd5 100644
--- a/apps/docs/content/docs/integrations/google_translate.mdx
+++ b/apps/docs/content/docs/integrations/google_translate.mdx
@@ -11,14 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Translate](https://translate.google.com/) is Google's powerful translation service, supporting over 100 languages for text, documents, and websites. Backed by advanced neural machine translation, Google Translate delivers fast and accurate translations for a wide range of use cases.
-
-With the Google Translate integration in Sim, you can:
-
-- **Translate text**: Convert text between over 100 languages using Google Cloud Translation
-- **Detect languages**: Automatically identify the language of a given text input
-
-In Sim, the Google Translate integration allows your agents to translate text and detect languages as part of automated workflows. This enables use cases such as localization, multilingual support, content translation, and language detection at scale.
+[Google Cloud Translation](https://cloud.google.com/translate) translates text and detects its source language. Provide text and a target language for translation, or use language detection when the source language is unknown.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/google_vault.mdx b/apps/docs/content/docs/integrations/google_vault.mdx
index 60ea81d70a9..c3ace863eb8 100644
--- a/apps/docs/content/docs/integrations/google_vault.mdx
+++ b/apps/docs/content/docs/integrations/google_vault.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Google Vault](https://workspace.google.com/products/vault/) is a core information governance and eDiscovery tool for organizations using Google Workspace. With Google Vault, you can retain, search, and export users' Google Workspace data (such as Gmail, Drive, Groups, and Meet) to support litigation, regulatory compliance, and internal investigations.
-
-Vault provides administrators and legal teams with powerful controls to manage the lifecycle of business communications. You can place data on legal hold, create matters to group eDiscovery activities, search message and file content across your organization, and export relevant data for review.
-
-Key features of Google Vault include:
-
-- **Search & Export**: Search across Gmail, Drive, Groups, and Meet for relevant data and export the results for analysis.
-- **Matters & Holds**: Create matters (cases) and apply legal holds to retain user data beyond standard retention policies.
-- **Retention Rules**: Define retention rules to keep or delete data after a set period to meet business and compliance needs.
-- **Audit & Review**: Monitor Vault activity and enforce compliance with organization-wide policies.
-
-In Sim, the Google Vault integration lets your AI agents programmatically manage Vault matters, exports, and holds. This enables automated workflows for legal discovery, compliance archiving, and data retention management in your organization. Agents can initiate new exports, list available holds, manage legal matters, and retrieve exported files directly through your automated processes, ensuring your compliance and information governance needs are met efficiently and securely.
+Use [Google Vault](https://workspace.google.com/products/vault/) in Sim to manage matters, holds, exports, and saved queries. Workflows can create and update matters, manage held accounts and collaborators, start exports, and download exported files.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/grafana.mdx b/apps/docs/content/docs/integrations/grafana.mdx
index be83741d472..ae92950bb5d 100644
--- a/apps/docs/content/docs/integrations/grafana.mdx
+++ b/apps/docs/content/docs/integrations/grafana.mdx
@@ -11,22 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Grafana](https://grafana.com/) is a leading open-source platform for monitoring, observability, and visualization. It allows users to query, visualize, alert on, and analyze data from a variety of sources, making it an essential tool for infrastructure and application monitoring.
-
-With Grafana, you can:
-
-- **Visualize data**: Build and customize dashboards to display metrics, logs, and traces in real time
-- **Monitor health and status**: Check the health of your Grafana instance and connected data sources
-- **Manage alerts and annotations**: Set up alert rules, manage notifications, and annotate dashboards with important events
-- **Organize content**: Organize dashboards and data sources into folders for better access management
-
-In Sim, the Grafana integration empowers your agents to interact directly with your Grafana instance via API, enabling actions such as:
-
-- Checking the Grafana server, database, and data source health status
-- Retrieving, listing, and managing dashboards, alert rules, annotations, data sources, and folders
-- Automating the monitoring of your infrastructure by integrating Grafana data and alerts into your workflow automations
-
-These capabilities enable Sim agents to monitor systems, proactively respond to alerts, and help ensure the reliability and visibility of your services — all as part of your automated workflows.
+Use [Grafana](https://grafana.com/) to manage dashboards, alert rules, contact points, annotations, and folders. Query data sources or check their health and the Grafana server's status from a workflow.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -47,7 +32,7 @@ Get a dashboard by its UID
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `dashboardUid` | string | Yes | The UID of the dashboard to retrieve \(e.g., abc123def\) |
 
@@ -67,7 +52,7 @@ Search and list all dashboards
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `query` | string | No | Search query to filter dashboards by title |
 | `tag` | string | No | Filter by tag \(comma-separated for multiple tags\) |
@@ -98,7 +83,7 @@ Create a new dashboard
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `title` | string | Yes | The title of the new dashboard |
 | `folderUid` | string | No | The UID of the folder to create the dashboard in \(e.g., folder-abc123\) |
@@ -129,7 +114,7 @@ Update an existing dashboard. Fetches the current dashboard and merges your chan
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `dashboardUid` | string | Yes | The UID of the dashboard to update \(e.g., abc123def\) |
 | `title` | string | No | New title for the dashboard |
@@ -161,7 +146,7 @@ Delete a dashboard by its UID
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `dashboardUid` | string | Yes | The UID of the dashboard to delete \(e.g., abc123def\) |
 
@@ -182,7 +167,7 @@ List all alert rules in the Grafana instance
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 
 #### Output
@@ -220,7 +205,7 @@ Get a specific alert rule by its UID
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `alertRuleUid` | string | Yes | The UID of the alert rule to retrieve |
 
@@ -258,7 +243,7 @@ Create a new alert rule
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `title` | string | Yes | The title of the alert rule |
 | `folderUid` | string | Yes | The UID of the folder to create the alert in \(e.g., folder-abc123\) |
@@ -312,7 +297,7 @@ Update an existing alert rule. Fetches the current rule and merges your changes.
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `alertRuleUid` | string | Yes | The UID of the alert rule to update |
 | `title` | string | No | New title for the alert rule |
@@ -366,7 +351,7 @@ Delete an alert rule by its UID
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `alertRuleUid` | string | Yes | The UID of the alert rule to delete |
 
@@ -385,7 +370,7 @@ List all alert notification contact points
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `name` | string | No | Filter contact points by exact name match |
 
@@ -410,7 +395,7 @@ Create a notification contact point (e.g., Slack, email, PagerDuty)
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `name` | string | Yes | Name of the contact point \(groups receivers shown in the UI\) |
 | `type` | string | Yes | Receiver type \(e.g., slack, email, pagerduty, webhook\) |
@@ -438,7 +423,7 @@ Create an annotation on a dashboard or as a global annotation
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `text` | string | Yes | The text content of the annotation |
 | `tags` | string | No | Comma-separated list of tags |
@@ -463,7 +448,7 @@ Query annotations by time range, dashboard, or tags
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `from` | number | No | Start time in epoch milliseconds \(e.g., 1704067200000\) |
 | `to` | number | No | End time in epoch milliseconds \(e.g., 1704153600000\) |
@@ -506,7 +491,7 @@ Update an existing annotation
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `annotationId` | number | Yes | The ID of the annotation to update |
 | `text` | string | No | New text content for the annotation \(PATCH supports partial updates\) |
@@ -530,7 +515,7 @@ Delete an annotation by its ID
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `annotationId` | number | Yes | The ID of the annotation to delete |
 
@@ -549,7 +534,7 @@ List all data sources configured in Grafana
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 
 #### Output
@@ -585,7 +570,7 @@ Get a data source by its ID or UID
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `dataSourceId` | string | Yes | The UID of the data source to retrieve \(e.g., P1234AB5678\). Numeric ids are not supported — Grafana serves those only behind a disabled-by-default feature toggle |
 
@@ -621,7 +606,7 @@ Test connectivity to a data source by its UID
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `dataSourceUid` | string | Yes | The UID of the data source to health-check \(e.g., P1234AB5678\) |
 
@@ -642,7 +627,7 @@ List all folders in Grafana
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `limit` | number | No | Maximum number of folders to return |
 | `page` | number | No | Page number for pagination |
@@ -678,7 +663,7 @@ Create a new folder in Grafana
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `title` | string | Yes | The title of the new folder |
 | `uid` | string | No | Optional UID for the folder \(auto-generated if not provided\) |
@@ -713,7 +698,7 @@ Get a folder by its UID
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `folderUid` | string | Yes | The UID of the folder to retrieve \(e.g., folder-abc123\) |
 
@@ -746,7 +731,7 @@ Update (rename) a folder. Fetches the current folder and merges your changes.
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `folderUid` | string | Yes | The UID of the folder to update \(e.g., folder-abc123\) |
 | `title` | string | Yes | New title for the folder |
@@ -780,7 +765,7 @@ Delete a folder by its UID
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `folderUid` | string | Yes | The UID of the folder to delete \(e.g., folder-abc123\) |
 | `forceDeleteRules` | boolean | No | Delete any alert rules stored in the folder along with it \(default false\) |
@@ -802,7 +787,7 @@ Check the health of the Grafana instance (version, database status)
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 
 #### Output
@@ -822,12 +807,12 @@ Replace a contact point by its UID. Grafana has no partial update for contact po
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `contactPointUid` | string | Yes | UID of the contact point to replace |
 | `name` | string | Yes | Contact point name. Grafana groups receivers that share a name |
 | `type` | string | Yes | Receiver type, e.g. slack, email, pagerduty, webhook, opsgenie, teams, discord, telegram |
-| `settings` | string | Yes | JSON object of receiver settings for this type, e.g. \{"url":"https://hooks.slack.com/..."\} for slack |
+| `settings` | string | Yes | JSON object of receiver settings for this type, e.g. \{ "url": "https://hooks.slack.com/..." \} for slack |
 | `disableResolveMessage` | boolean | No | Suppress the resolved notification. Omitting this resets it to false |
 | `disableProvenance` | boolean | No | Send X-Disable-Provenance. Use only on a contact point whose provenance is already empty \(UI-created, or created by Sim with this on\) — sending it against an API-provisioned contact point is rejected with 403 |
 
@@ -847,7 +832,7 @@ Permanently delete a contact point by its UID. Grafana refuses the delete while
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `contactPointUid` | string | Yes | UID of the contact point to delete |
 
@@ -867,7 +852,7 @@ Move a folder under a different parent folder, or to the root by leaving the par
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `folderUid` | string | Yes | UID of the folder to move |
 | `parentUid` | string | No | UID of the new parent folder. Leave empty to move the folder to the root |
@@ -901,7 +886,7 @@ Read an alert rule group: its evaluation interval and every rule in it. The inte
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `folderUid` | string | Yes | UID of the folder holding the rule group |
 | `ruleGroup` | string | Yes | Name of the rule group |
@@ -944,7 +929,7 @@ Run one or more queries against a Grafana data source that has a backend impleme
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Grafana Service Account Token |
-| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com\) |
+| `baseUrl` | string | Yes | Grafana instance URL \(e.g., https://your-grafana.com) |
 | `organizationId` | string | No | Organization ID for multi-org Grafana instances \(e.g., 1, 2\) |
 | `queries` | string | Yes | JSON array of at least one query. Each needs a datasource.uid and a refId, plus the fields that data source expects — expr for Prometheus, rawSql for SQL. Example: \[\{"refId":"A","datasource":\{"uid":"P123"\},"expr":"up","format":"time_series"\}\] |
 | `from` | string | No | Start of the time range, either epoch milliseconds or Grafana relative time \(e.g., now-5m\). Defaults to now-1h |
diff --git a/apps/docs/content/docs/integrations/greenhouse.mdx b/apps/docs/content/docs/integrations/greenhouse.mdx
index 6879962a0a9..c5067401b4b 100644
--- a/apps/docs/content/docs/integrations/greenhouse.mdx
+++ b/apps/docs/content/docs/integrations/greenhouse.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Greenhouse](https://www.greenhouse.com/) is a leading applicant tracking system (ATS) and hiring platform designed to help companies optimize their recruiting processes. Greenhouse provides structured hiring workflows, candidate management, interview scheduling, and analytics to help organizations make better hiring decisions at scale.
-
-With the Greenhouse integration in Sim, you can:
-
-- **Manage candidates**: List and retrieve detailed candidate profiles including contact information, tags, and application history
-- **Track jobs**: List and view job postings with details on hiring teams, openings, and confidentiality settings
-- **Monitor applications**: List and retrieve applications with status, source, and interview stage information
-- **Access user data**: List and look up Greenhouse users including recruiters, coordinators, and hiring managers
-- **Browse organizational data**: List departments, offices, and job stages to understand your hiring pipeline structure
-
-In Sim, the Greenhouse integration enables your agents to interact with your recruiting data as part of automated workflows. Agents can pull candidate information, monitor application pipelines, track job openings, and cross-reference hiring team data—all programmatically. This is ideal for building automated recruiting reports, candidate pipeline monitoring, hiring analytics dashboards, and workflows that react to changes in your talent pipeline.
+Use [Greenhouse](https://www.greenhouse.com/) to read candidates, jobs, applications, users, and hiring-pipeline reference data. Webhook triggers can start workflows from recruiting events.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/greptile.mdx b/apps/docs/content/docs/integrations/greptile.mdx
index c7ef0631509..5df5d794748 100644
--- a/apps/docs/content/docs/integrations/greptile.mdx
+++ b/apps/docs/content/docs/integrations/greptile.mdx
@@ -11,22 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Greptile](https://greptile.com/) is an AI-powered developer tool for searching and querying source code across one or more repositories. Greptile enables engineers to quickly answer complex codebase questions in natural language, locate relevant files or symbols, and gain insights into unfamiliar or legacy code.
-
-With Greptile, you can:
-
-- **Ask complex questions about your codebase in natural language**: Get AI-generated answers about architecture, usage patterns, or specific implementations.
-- **Find relevant code, files, or functions instantly**: Search using keywords or natural language queries and jump right to matching lines, files, or code blocks.
-- **Understand dependencies and relationships**: Uncover where functions are called, how modules are related, or where APIs are used across large codebases.
-- **Accelerate onboarding and code exploration**: Quickly ramp up on new projects or debug tricky issues without needing deep prior context.
-
-The Sim Greptile integration allows your AI agents to:
-
-- Query and search private and public repositories using Greptile’s advanced language models.
-- Retrieve contextually relevant code snippets, file references, and explanations to support code review, documentation, and development workflows.
-- Trigger automations in Sim workflows based on search/query results or embed code intelligence directly into your processes.
-
-Whether you’re trying to accelerate developer productivity, automate documentation, or supercharge your team’s understanding of a complex codebase, Greptile and Sim provide seamless access to code intelligence and search—right where you need it.
+[Greptile](https://www.greptile.com/) searches and answers questions about code repositories. Index a repository and check its status before querying it, then use natural-language questions or code search to retrieve answers and relevant files.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/harmonic.mdx b/apps/docs/content/docs/integrations/harmonic.mdx
index c2b2620c16b..e126feb4ee1 100644
--- a/apps/docs/content/docs/integrations/harmonic.mdx
+++ b/apps/docs/content/docs/integrations/harmonic.mdx
@@ -13,11 +13,11 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Harmonic](https://harmonic.ai/) is a private-market intelligence platform for researching companies, people, and investors. Its Scout agent accepts a natural-language sourcing request—such as “find forward-deployed engineers in enterprise software”—and the Harmonic block converts the result into a predictable `contacts` table for downstream scoring, review, storage in Sim tables, or delivery to CRM and other integration blocks.
 
-### Authentication
+## Authentication
 
 This integration uses a reusable Harmonic **team API key** connection. It does not use delegated OAuth. You need an existing Harmonic workspace with API access; ask your Harmonic workspace administrator or [Harmonic support](mailto:support@harmonic.ai) for the team key, then create a Harmonic connection from the block's **Harmonic Account** field. Sim validates and stores the key once, then sends it only in Harmonic's `apikey` request header. The same connection can be reused across Harmonic blocks and replaced or revoked from the credentials settings.
 
-### Working with people data
+## Working with people data
 
 - **Scout search:** **Search People with Scout** uses an integration-owned schema so every successful request returns the same normalized contact fields. Scout task errors, timeouts, interruptions, and malformed structured results stop the workflow instead of returning an ambiguous partial result.
 - **Saved searches:** A team API key can read only saved searches shared with the team. Make a private people search shared in the Harmonic console, then choose it with the basic selector. Advanced mode accepts a numeric saved-search ID or full URN when a search is not shown. Follow `pageInfo.nextCursor` while `pageInfo.hasNext` is true.
diff --git a/apps/docs/content/docs/integrations/hex.mdx b/apps/docs/content/docs/integrations/hex.mdx
index 94e8f7435c6..ff4729d7ec2 100644
--- a/apps/docs/content/docs/integrations/hex.mdx
+++ b/apps/docs/content/docs/integrations/hex.mdx
@@ -11,24 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Hex](https://hex.tech/) is a collaborative platform for analytics and data science that allows you to build, run, and share interactive data projects and notebooks. Hex lets teams work together on data exploration, transformation, and visualization, making it easy to turn analysis into shareable insights.
-
-With Hex, you can:
-
-- **Create and run powerful notebooks**: Blend SQL, Python, and visualizations in a single, interactive workspace.
-- **Collaborate and share**: Work together with teammates in real time and publish interactive data apps for broader audiences.
-- **Automate and orchestrate workflows**: Schedule notebook runs, parameterize runs with inputs, and automate data tasks.
-- **Visualize and communicate results**: Turn analysis results into dashboards or interactive apps that anyone can use.
-- **Integrate with your data stack**: Connect easily to data warehouses, APIs, and other sources.
-
-The Sim Hex integration allows your AI agents or workflows to:
-
-- List, get, and manage Hex projects directly from Sim.
-- Trigger and monitor notebook runs, check their statuses, or cancel them as part of larger automation flows.
-- Retrieve run results and use them within Sim-powered processes and decision-making.
-- Leverage Hex’s interactive analytics capabilities right inside your automated Sim workflows.
-
-Whether you’re empowering analysts, automating reporting, or embedding actionable data into your processes, Hex and Sim provide a seamless way to operationalize analytics and bring data-driven insights to your team.
+Use [Hex](https://hex.tech/) to run analytics projects, inspect results and run status, and manage workspace collections and groups. Connect with a Hex API token.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/hubspot-service-account.mdx b/apps/docs/content/docs/integrations/hubspot-service-account.mdx
index 8506524cb33..650cd3e66e4 100644
--- a/apps/docs/content/docs/integrations/hubspot-service-account.mdx
+++ b/apps/docs/content/docs/integrations/hubspot-service-account.mdx
@@ -7,9 +7,9 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-HubSpot private apps let your workflows authenticate to HubSpot with a portal-level access token instead of a person's OAuth login. A super admin creates the app once, picks exactly the scopes it needs, and the token stays valid until it's rotated or revoked — no OAuth consent to expire, and permissions that are auditable from HubSpot's settings.
+Connect HubSpot with a private app access token created by a super admin. Select the CRM scopes your workflows need and keep the creating admin's account permissions in mind when managing the app.
+
 
-This is the recommended way to use HubSpot in production workflows: the token doesn't auto-expire, its scopes are explicit, and it can be rotated on a schedule without touching anyone's personal account.
 
 ## Prerequisites
 
@@ -93,7 +93,7 @@ The token looks like `pat-na1-…` (North America) or `pat-eu1-…` (EU data res
 The access token is bearer credentials for your entire portal, limited only by its scopes. Treat it like a password — do not commit it to source control or share it publicly. Sim encrypts the token at rest.
 </Callout>
 
-## Adding the Service Account to Sim
+## Adding the Private App Token to Sim
 
 <Steps>
   <Step>
@@ -114,9 +114,9 @@ The access token is bearer credentials for your entire portal, limited only by i
   </Step>
 </Steps>
 
-## Using the Service Account in Workflows
+## Using the Credential in Workflows
 
-Add a HubSpot block or the HubSpot CRM Trigger to your workflow. In the credential dropdown, your HubSpot service account appears alongside any OAuth credentials. Select it and configure the block as you normally would. For the polling trigger, a service account is often the better choice — the token never expires and keeps working even if the person who connected it leaves the portal.
+Add a HubSpot block or the HubSpot CRM Trigger to your workflow. In the credential dropdown, select the saved HubSpot private app token. Select it and configure the block as you normally would. Private app tokens also work with the polling trigger. If the creating admin leaves or loses permissions, follow the account-management guidance above.
 
 {/* TODO(screenshot): HubSpot block in a workflow with the HubSpot service account selected as the credential */}
 
@@ -132,7 +132,6 @@ Private app tokens don't auto-expire, but HubSpot recommends rotating them every
 Prefer the 7-day option: rotate in HubSpot, paste the new token into the credential in Sim, confirm your workflows run, and let the old token lapse.
 
 <FAQ items={[
-  { question: "Why a private app token instead of OAuth?", answer: "Private app tokens don't expire on their own and don't depend on any user staying logged in or re-consenting. A super admin issues them with explicit scopes, and they're stable until rotated — which is what you want for an automated workflow." },
   { question: "Can a regular user create a private app?", answer: "No. Only super admins can create and manage private apps in a HubSpot portal." },
   { question: "My token validates but a block fails with a 403 — why?", answer: "The private app is missing a scope that tool needs. The error names the required scopes (category MISSING_SCOPES). Add them on the app's Scopes tab in HubSpot, commit the change, and re-run the workflow. If the 403 persists, rotate the token and update the credential in Sim." },
   { question: "Does it matter that my token starts with pat-eu1- instead of pat-na1-?", answer: "No. The prefix reflects your portal's data residency region. Sim handles both — all requests go to api.hubapi.com, which serves both regions." },
diff --git a/apps/docs/content/docs/integrations/hubspot-setup.mdx b/apps/docs/content/docs/integrations/hubspot-setup.mdx
index fb9da7f16b6..1ecd338525a 100644
--- a/apps/docs/content/docs/integrations/hubspot-setup.mdx
+++ b/apps/docs/content/docs/integrations/hubspot-setup.mdx
@@ -33,7 +33,7 @@ You need:
   height={760}
 />
 
-3. The HubSpot page lists its skills and templates. Click **+ Add to Sim** in the top right.
+3. Click **Add to Sim** and choose **Connect with OAuth**. For a private app token, follow the [Private App Tokens guide](/integrations/hubspot-service-account).
 
 <Image
   src="/static/integrations/hubspot/hubspot-page-add-to-sim.png"
@@ -63,12 +63,12 @@ You can connect more than one HubSpot account — for example, separate sales an
 
 ## Configure the app in a workflow
 
-The fastest start is from the HubSpot page itself: its **skills** (like *upsert-contact*, *create-deal-for-account*, or *triage-support-ticket*) and **templates** add ready-made HubSpot capabilities to your workspace with one click.
+You can start from a template on the HubSpot page or configure the block directly. Skills such as *upsert-contact* provide instructions an agent can load for a task.
 
 For your own workflows, the integration runs through the **HubSpot block**.
 
 1. Open a workflow in the editor and add a **HubSpot** block.
-2. In the block's **Account** field, select the HubSpot connection you created.
+2. In **HubSpot Account**, select the connection you created.
 3. Pick an **Operation** — for example *Create Contact*, *Search Deals*, *Update Ticket*, or *List Companies*.
 4. Fill in the operation's fields. Reference outputs from earlier blocks with [connection tags](/workflows/connections), like `<agent.content>` or `<start.input>`.
 
@@ -80,7 +80,7 @@ The full list of operations, with every input and output, is on the [HubSpot int
 
 The HubSpot block can also act as a trigger. Toggle **Use as Trigger**, select the connection, and choose which events to watch — contacts, companies, deals, or tickets, created or updated. Sim polls HubSpot for changes and runs the workflow once per changed record, with the record's fields available to downstream blocks.
 
-Triggers run against your workflow's active [deployment](/workflows/deployment), so deploy the workflow to activate them.
+Triggers run against your workflow's active [deployment](/workflows/deployment). Deploy it, allow the first poll to establish a baseline, then create or update a record to test the trigger.
 
 ## Use the app
 
diff --git a/apps/docs/content/docs/integrations/hubspot.mdx b/apps/docs/content/docs/integrations/hubspot.mdx
index 52b830714ab..29b7f4b58b7 100644
--- a/apps/docs/content/docs/integrations/hubspot.mdx
+++ b/apps/docs/content/docs/integrations/hubspot.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[HubSpot](https://www.hubspot.com) is a comprehensive CRM platform that provides a full suite of marketing, sales, and customer service tools to help businesses grow. With powerful automation capabilities and an extensive API, HubSpot serves businesses of all sizes across industries.
-
-With the HubSpot integration in Sim, you can:
-
-- **Manage contacts**: List, get, create, update, and search contacts in your CRM
-- **Manage companies**: List, get, create, update, and search company records
-- **Track deals**: List deals in your sales pipeline
-- **Access users**: Retrieve user information from your HubSpot account
-
-In Sim, the HubSpot integration enables your agents to interact with your CRM data as part of automated workflows. Agents can qualify leads, enrich contact records, track deals, and synchronize data across your tech stack—enabling intelligent sales and marketing automation.
-
-New to the integration? Follow the [HubSpot setup guide](/integrations/hubspot-setup) to install it, connect your account, and configure your first workflow.
+[HubSpot](https://www.hubspot.com/) stores CRM contacts, companies, deals, tickets, and related records. Use this integration to read and update those records and trigger workflows from HubSpot events. Follow the [HubSpot setup guide](/integrations/hubspot-setup) to connect your account.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/huggingface.mdx b/apps/docs/content/docs/integrations/huggingface.mdx
index 4e6067458ec..4871d832e2a 100644
--- a/apps/docs/content/docs/integrations/huggingface.mdx
+++ b/apps/docs/content/docs/integrations/huggingface.mdx
@@ -11,13 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Hugging Face](https://huggingface.co/) is a leading AI platform that provides access to thousands of pre-trained machine learning models and powerful inference capabilities. With its extensive model hub and robust API, Hugging Face offers comprehensive tools for both research and production AI applications.
-
-With the Hugging Face integration in Sim, you can:
-
-- **Generate completions**: Create text content using state-of-the-art language models through the Hugging Face Inference API, with support for custom prompts and model selection
-
-In Sim, the Hugging Face integration enables your agents to generate AI completions as part of automated workflows. This allows for content generation, text analysis, code completion, and creative writing using models from the Hugging Face model hub.
+Use [Hugging Face](https://huggingface.co/) in Sim to generate text completions with the Hugging Face Inference API. Choose a model and supply the prompt for the workflow step.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/hunter.mdx b/apps/docs/content/docs/integrations/hunter.mdx
index 3bbf1dd0988..7ac326dd6a0 100644
--- a/apps/docs/content/docs/integrations/hunter.mdx
+++ b/apps/docs/content/docs/integrations/hunter.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Hunter.io](https://hunter.io/) is a leading platform for finding and verifying professional email addresses, discovering companies, and enriching contact data. Hunter.io provides robust APIs for domain search, email finding, verification, and company discovery, making it an essential tool for sales, recruiting, and business development.
-
-With Hunter.io, you can:
-
-- **Find email addresses by domain:** Search for all publicly available email addresses associated with a specific company domain.
-- **Discover companies:** Use advanced filters and AI-powered search to find companies matching your criteria.
-- **Find a specific email address:** Locate the most likely email address for a person at a company using their name and domain.
-- **Verify email addresses:** Check the deliverability and validity of any email address.
-- **Enrich company data:** Retrieve detailed information about companies, including size, technologies used, and more.
-
-In Sim, the Hunter.io integration enables your agents to programmatically search for and verify email addresses, discover companies, and enrich contact data using Hunter.io’s API. This allows you to automate lead generation, contact enrichment, and email verification directly within your workflows. Your agents can leverage Hunter.io’s tools to streamline outreach, keep your CRM up-to-date, and power intelligent automation scenarios for sales, recruiting, and more.
+Use [Hunter.io](https://hunter.io/) to find and verify professional emails, search company domains, discover companies, and enrich company information.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/iam.mdx b/apps/docs/content/docs/integrations/iam.mdx
index ba14525abd9..9ae8cc333df 100644
--- a/apps/docs/content/docs/integrations/iam.mdx
+++ b/apps/docs/content/docs/integrations/iam.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[AWS Identity and Access Management (IAM)](https://aws.amazon.com/iam/) is a web service that helps you securely control access to AWS resources. IAM lets you manage permissions that control which AWS resources users, groups, and roles can access.
-
-With AWS IAM, you can:
-
-- **Manage users**: Create and manage IAM users, assign them individual security credentials, and grant them permissions to access AWS services and resources
-- **Create roles**: Define IAM roles with specific permissions that can be assumed by users, services, or applications for temporary access
-- **Attach policies**: Assign managed policies to users and roles to define what actions they can perform on which resources
-- **Organize with groups**: Create IAM groups to manage permissions for collections of users, simplifying access management at scale
-- **Control access keys**: Generate, list, deactivate, and delete programmatic access key pairs for API and CLI access to AWS services
-- **Simulate policies**: Test whether a principal is allowed to perform specific actions against specific resources, before granting or revoking anything
-
-In Sim, the AWS IAM integration allows your workflows to automate identity management tasks such as provisioning new users, assigning roles and permissions, managing group memberships, and rotating access keys. This is particularly useful for onboarding automation, security compliance workflows, access reviews, and incident response — enabling your agents to manage AWS access control programmatically.
+[AWS Identity and Access Management (IAM)](https://aws.amazon.com/iam/) controls access to AWS resources. Use this integration to manage users, roles, policies, groups, and access keys, or simulate a principal’s permissions before changing them.
 
 Policy simulation deserves a note, because AWS's model is easy to misread. `Simulate Principal Policy` returns one result per action regardless of how many resource ARNs you pass. The top-level decision is the **aggregate** across every resource — most restrictive wins — and the top-level resource name is an ARN *template* for the resource type, not one of your ARNs. Per-resource answers live in `resourceSpecificResults`, and when you supply concrete ARNs, missing context keys are reported there too rather than at the top level. Read `resourceSpecificResults` whenever you simulate against more than one resource: the aggregate alone will tell you a principal is denied when it is in fact allowed on some of them.
 
diff --git a/apps/docs/content/docs/integrations/identity_center.mdx b/apps/docs/content/docs/integrations/identity_center.mdx
index 3490979219f..a7624a6238f 100644
--- a/apps/docs/content/docs/integrations/identity_center.mdx
+++ b/apps/docs/content/docs/integrations/identity_center.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[AWS IAM Identity Center](https://aws.amazon.com/iam/identity-center/) (formerly AWS Single Sign-On) is the recommended service for managing workforce access to multiple AWS accounts and applications. It provides a central place to assign users and groups temporary, permission-scoped access to AWS accounts using permission sets — without creating long-lived IAM credentials.
-
-With AWS IAM Identity Center, you can:
-
-- **Provision account assignments**: Grant a user or group access to a specific AWS account with a specific permission set — the core primitive of temporary elevated access
-- **Revoke access on demand**: Delete account assignments to immediately remove elevated permissions when they are no longer needed
-- **Look up users by email**: Resolve a federated identity (email address) to an Identity Store user ID for programmatic access provisioning
-- **List permission sets**: Enumerate the available permission sets (e.g., ReadOnly, PowerUser, AdministratorAccess) defined in your Identity Center instance
-- **Monitor assignment status**: Poll the provisioning status of create/delete operations, which are asynchronous in AWS
-- **List accounts in your organization**: Enumerate all AWS accounts in your AWS Organizations structure to populate access request dropdowns
-- **Manage groups**: List groups, resolve group IDs by display name, and enumerate group memberships for group-based access grants
-- **Audit an account's access**: List the assignments on a given AWS account for one permission set, then resolve each principal ID back to the user or group behind it
-
-In Sim, the AWS Identity Center integration is designed to power **TEAM (Temporary Elevated Access Management)** workflows — automated pipelines where users request elevated access, approvers approve or deny it, access is provisioned with a time limit, and auto-revocation removes it when the window expires. This replaces manual console-based access management with auditable, agent-driven workflows that integrate with Slack, email, ticketing systems, and CloudTrail for full traceability.
+Use [AWS IAM Identity Center](https://aws.amazon.com/iam/identity-center/) to assign or revoke permission sets for AWS accounts, resolve users and groups, and inspect account access.
 
 The same operations support the reverse direction — access review. Starting from an account, an agent can list its assignments, resolve the principals, expand groups into their members, and produce a written report of exactly who can reach that account and through which permission set.
 
diff --git a/apps/docs/content/docs/integrations/imap.mdx b/apps/docs/content/docs/integrations/imap.mdx
index 1cdeb54a21c..58c33f4d5c7 100644
--- a/apps/docs/content/docs/integrations/imap.mdx
+++ b/apps/docs/content/docs/integrations/imap.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-The IMAP Email trigger allows your Sim workflows to start automatically whenever a new email is received in any mailbox that supports the IMAP protocol. This works with Gmail, Outlook, Yahoo, and most other email providers.
-
-With the IMAP trigger, you can:
-
-- **Automate email processing**: Start workflows in real time when new messages arrive in your inbox.
-- **Filter by sender, subject, or folder**: Configure your trigger to react only to emails that match certain conditions.
-- **Extract and process attachments**: Automatically download and use file attachments in your automated flows.
-- **Parse and use email content**: Access the subject, sender, recipients, full body, and other metadata in downstream workflow steps.
-- **Integrate with any email provider**: Works with any service that provides standard IMAP access, without vendor lock-in.
-- **Trigger on unread, flagged, or custom criteria**: Set up advanced filters for the kinds of emails that start your workflows.
-
-With Sim, the IMAP integration gives you the power to turn email into an actionable source of automation. Respond to customer inquiries, process notifications, kick off data pipelines, and more—directly from your email inbox, with no manual intervention.
+Use the IMAP Email trigger to start workflows from messages in an IMAP-enabled mailbox. Configure the mailbox connection and folder, then filter messages by sender, subject, or custom search criteria. Message content and attachments are available to subsequent workflow steps.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/incidentio.mdx b/apps/docs/content/docs/integrations/incidentio.mdx
index ad2412852e5..0f0a99591e8 100644
--- a/apps/docs/content/docs/integrations/incidentio.mdx
+++ b/apps/docs/content/docs/integrations/incidentio.mdx
@@ -11,24 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Supercharge your incident management with [incident.io](https://incident.io) – the leading platform for orchestrating incidents, streamlining response processes, and tracking action items all in one place. Seamlessly integrate incident.io into your automated workflows to take command of incident creation, real-time collaboration, follow-ups, scheduling, escalations, and much more.
-
-With the incident.io tool, you can:
-
-- **List and search incidents**: Quickly retrieve a list of ongoing or historical incidents, complete with metadata such as severity, status, and timestamps, using `incidentio_incidents_list`.
-- **Create new incidents**: Trigger new incident creation programmatically via `incidentio_incidents_create`, specifying severity, name, type, and custom details to ensure nothing slows your response down.
-- **Automate incident follow-ups**: Leverage incident.io’s powerful automation to ensure important action items and learnings aren't missed, helping teams resolve issues and improve processes.
-- **Customize workflows**: Integrate bespoke incident types, severities, and custom fields tailored to your organization’s needs.
-- **Enforce best practices with schedules & escalations**: Streamline on-call and incident management by automatically assigning, notifying, and escalating as situations evolve.
-
-incident.io empowers modern organizations to respond faster, coordinate teams, and capture learnings for continuous improvement. Whether you manage SRE, DevOps, Security, or IT incidents, incident.io brings centralized, best-in-class incident response programmatically to your agent workflows.
-
-**Key operations available**:
-- `incidentio_incidents_list`: List, paginate and filter incidents with full detail.
-- `incidentio_incidents_create`: Programmatically open new incidents with custom attributes and control over duplication (idempotency).
-- ...and more to come!
-
-Enhance your reliability, accountability, and operational excellence by integrating incident.io with your workflow automations today.
+Use [incident.io](https://incident.io) in Sim to create and manage incidents, actions, follow-ups, workflows, schedules, escalations, and custom fields. The action reference below documents each operation and its inputs and outputs.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/index.mdx b/apps/docs/content/docs/integrations/index.mdx
index 7561ab60b88..77d1f26ffd6 100644
--- a/apps/docs/content/docs/integrations/index.mdx
+++ b/apps/docs/content/docs/integrations/index.mdx
@@ -7,7 +7,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Image } from '@/components/ui/image'
 import { FAQ } from '@/components/ui/faq'
 
-Integrations are authenticated connections to third-party services like Gmail, Slack, GitHub, and HubSpot. Sim handles the OAuth flow, token storage, and automatic token refresh — you connect once and select the account in any block that needs it.
+Integrations connect your workflows to services such as Gmail, Slack, GitHub, and HubSpot. Connect with OAuth or use a supported API token or service account, then select the saved credential in a block. Sim stores credentials securely and refreshes OAuth tokens when the provider supports it.
 
 You can connect **multiple accounts per service** — for example, two separate Gmail accounts for different workflows.
 
@@ -37,9 +37,9 @@ Open a service to see what it offers:
   height={717}
 />
 
-## Connecting an account
+## Connecting with OAuth
 
-1. Open the service's page and click **+ Add to Sim**.
+1. Open the service's page and click **Add to Sim**. If a menu appears, choose **Connect with OAuth**.
 2. Enter a **Display name** to identify this connection (e.g. "Work Gmail" or "Sales HubSpot"), and optionally a **Description**.
 3. Review the **Permissions requested** — these are the scopes Sim will ask the provider for.
 4. Click **Connect** and complete the provider's sign-in and approval flow.
@@ -53,6 +53,8 @@ Open a service to see what it offers:
 
 When the provider redirects you back, the connection appears under **Connected**.
 
+For API tokens and service accounts, select the corresponding option from **Add to Sim** and follow the setup guide under that service. These connections have different fields and rotation requirements.
+
 ## Using integrations in workflows
 
 Blocks that require authentication (e.g. Gmail, Slack, HubSpot) display an account selector. Select the connected account you want that block to use.
diff --git a/apps/docs/content/docs/integrations/infisical.mdx b/apps/docs/content/docs/integrations/infisical.mdx
index 7cd2a14f5c4..79d4abc5e17 100644
--- a/apps/docs/content/docs/integrations/infisical.mdx
+++ b/apps/docs/content/docs/integrations/infisical.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Infisical](https://infisical.com/) is an open-source secrets management platform that helps teams centralize and manage application secrets, environment variables, and sensitive configuration data across their infrastructure. This integration brings Infisical's secrets management capabilities directly into Sim workflows.
-
-With Infisical in Sim, you can:
-
-- **List secrets**: Retrieve all secrets from a project environment with filtering by path, tags, and recursive subdirectory support
-- **Get a secret**: Fetch a specific secret by name, with optional version pinning and secret reference expansion
-- **Create secrets**: Add new secrets to any project environment with support for comments, paths, and tag assignments
-- **Update secrets**: Modify existing secret values, comments, names, and tags
-- **Delete secrets**: Remove secrets from a project environment
-
-In Sim, the Infisical integration enables your agents to programmatically manage secrets as part of automated workflows — for example, rotating credentials, syncing environment variables across environments, or auditing secret usage. Simply configure the Infisical block with your API key, select the operation, and provide the project ID and environment slug to get started.
+Use [Infisical](https://infisical.com/) to list, read, create, update, or delete secrets in a project environment. Configure the API key, project ID, environment slug, and any secret path required by the selected operation.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -42,7 +32,7 @@ List all secrets in a project environment. Returns secret keys, values, comments
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Infisical API token |
-| `baseUrl` | string | No | Infisical instance URL \(default: "https://us.infisical.com"\). Use "https://eu.infisical.com" for EU Cloud or your self-hosted URL. |
+| `baseUrl` | string | No | Infisical instance URL \(default: "https://us.infisical.com"). Use "https://eu.infisical.com" for EU Cloud or your self-hosted URL. |
 | `projectId` | string | Yes | The ID of the project to list secrets from |
 | `environment` | string | Yes | The environment slug \(e.g., "dev", "staging", "prod"\) |
 | `secretPath` | string | No | The path of the secrets \(default: "/"\) |
@@ -100,7 +90,7 @@ Retrieve a single secret by name from a project environment.
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Infisical API token |
-| `baseUrl` | string | No | Infisical instance URL \(default: "https://us.infisical.com"\). Use "https://eu.infisical.com" for EU Cloud or your self-hosted URL. |
+| `baseUrl` | string | No | Infisical instance URL \(default: "https://us.infisical.com"). Use "https://eu.infisical.com" for EU Cloud or your self-hosted URL. |
 | `projectId` | string | Yes | The ID of the project |
 | `environment` | string | Yes | The environment slug \(e.g., "dev", "staging", "prod"\) |
 | `secretName` | string | Yes | The name of the secret to retrieve |
@@ -157,7 +147,7 @@ Create a new secret in a project environment.
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Infisical API token |
-| `baseUrl` | string | No | Infisical instance URL \(default: "https://us.infisical.com"\). Use "https://eu.infisical.com" for EU Cloud or your self-hosted URL. |
+| `baseUrl` | string | No | Infisical instance URL \(default: "https://us.infisical.com"). Use "https://eu.infisical.com" for EU Cloud or your self-hosted URL. |
 | `projectId` | string | Yes | The ID of the project |
 | `environment` | string | Yes | The environment slug \(e.g., "dev", "staging", "prod"\) |
 | `secretName` | string | Yes | The name of the secret to create |
@@ -214,7 +204,7 @@ Update an existing secret in a project environment.
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Infisical API token |
-| `baseUrl` | string | No | Infisical instance URL \(default: "https://us.infisical.com"\). Use "https://eu.infisical.com" for EU Cloud or your self-hosted URL. |
+| `baseUrl` | string | No | Infisical instance URL \(default: "https://us.infisical.com"). Use "https://eu.infisical.com" for EU Cloud or your self-hosted URL. |
 | `projectId` | string | Yes | The ID of the project |
 | `environment` | string | Yes | The environment slug \(e.g., "dev", "staging", "prod"\) |
 | `secretName` | string | Yes | The name of the secret to update |
@@ -272,7 +262,7 @@ Delete a secret from a project environment.
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Infisical API token |
-| `baseUrl` | string | No | Infisical instance URL \(default: "https://us.infisical.com"\). Use "https://eu.infisical.com" for EU Cloud or your self-hosted URL. |
+| `baseUrl` | string | No | Infisical instance URL \(default: "https://us.infisical.com"). Use "https://eu.infisical.com" for EU Cloud or your self-hosted URL. |
 | `projectId` | string | Yes | The ID of the project |
 | `environment` | string | Yes | The environment slug \(e.g., "dev", "staging", "prod"\) |
 | `secretName` | string | Yes | The name of the secret to delete |
diff --git a/apps/docs/content/docs/integrations/intercom.mdx b/apps/docs/content/docs/integrations/intercom.mdx
index 415347bdd92..d2157b4a959 100644
--- a/apps/docs/content/docs/integrations/intercom.mdx
+++ b/apps/docs/content/docs/integrations/intercom.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Supercharge your customer communications and relationship management with [Intercom](https://www.intercom.com/) – the all-in-one messaging platform for engaging, supporting, and retaining your customers. Integrate Intercom into your workflows to centralize conversations, contacts, support tickets, and more, all seamlessly accessible via automation.
-
-With the Intercom tool, you can:
-
-- **Create and manage contacts**: Easily add, update, search, list, and delete contacts to maintain a clean, actionable customer database. 
-- **Organize companies**: Create, get, and list companies to understand and support your customer organizations at scale.
-- **Centralize customer conversations**: Retrieve, list, reply to, and search customer conversations to ensure no message slips through the cracks and support responses are always timely.
-- **Manage tickets and messages**: Create and fetch tickets, as well as compose outbound messages, to deliver proactive, high-quality support experiences.
-- **Automate and extend workflows**: Connect Intercom operations with your automations to trigger follow-ups, orchestrate customer journeys, and sync data with your stack.
-
-Intercom empowers sales, support, and success teams to deliver personalized, efficient, and scalable customer experiences—whether you need to onboard new users, troubleshoot issues, or engage your customer base in real time.
-
-Drive deeper relationships, faster response times, and smarter workflows by integrating Intercom with your automated processes today.
+Use [Intercom](https://www.intercom.com/) in Sim to manage contacts and companies, read and reply to conversations, create and retrieve tickets, and send messages. Connect these operations to support triage, follow-up, and CRM synchronization workflows.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/jina.mdx b/apps/docs/content/docs/integrations/jina.mdx
index 9c07c519a48..2915f149f0b 100644
--- a/apps/docs/content/docs/integrations/jina.mdx
+++ b/apps/docs/content/docs/integrations/jina.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Jina AI](https://jina.ai/) is a powerful content extraction tool that seamlessly integrates with Sim to transform web content into clean, readable text. This integration allows developers to easily incorporate web content processing capabilities into their agentic workflows.
-
-Jina AI Reader specializes in extracting the most relevant content from web pages, removing clutter, advertisements, and formatting issues to produce clean, structured text that's optimized for language models and other text processing tasks.
-
-With the Jina AI integration in Sim, you can:
-
-- **Extract clean content** from any web page by simply providing a URL
-- **Process complex web layouts** into structured, readable text
-- **Maintain important context** while removing unnecessary elements
-- **Prepare web content** for further processing in your agent workflows
-- **Streamline research tasks** by quickly converting web information into usable data
-
-This integration is particularly valuable for building agents that need to gather and process information from the web, conduct research, or analyze online content as part of their workflow.
+Use [Jina AI](https://jina.ai/) Reader to extract content from a URL, or Search to retrieve web results. Configure the parsing and output-format options for the content your downstream blocks need.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -43,7 +31,7 @@ Extract and process web content into clean, LLM-friendly text using Jina AI Read
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `url` | string | Yes | The URL to read and convert to markdown \(e.g., "https://example.com/page"\) |
+| `url` | string | Yes | The URL to read and convert to markdown \(e.g., "https://example.com/page") |
 | `useReaderLMv2` | boolean | No | Whether to use ReaderLM-v2 for better quality \(3x token cost\) |
 | `gatherLinks` | boolean | No | Whether to gather all links at the end |
 | `jsonResponse` | boolean | No | Whether to return response in JSON format |
diff --git a/apps/docs/content/docs/integrations/jira_service_management.mdx b/apps/docs/content/docs/integrations/jira_service_management.mdx
index 87dcc4094db..59dd5b3efff 100644
--- a/apps/docs/content/docs/integrations/jira_service_management.mdx
+++ b/apps/docs/content/docs/integrations/jira_service_management.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Jira Service Management](https://www.atlassian.com/software/jira/service-management) is Atlassian’s modern IT service management (ITSM) solution designed to help teams efficiently manage service requests, incidents, problems, assets, and changes across your organization. Built on the Jira platform, Jira Service Management empowers IT, DevOps, HR, facilities, and other business teams to deliver exceptional, collaborative service.
-
-Jira Service Management (JSM) goes beyond traditional issue tracking by providing features purpose-built for service teams, such as integrated SLAs, customizable request types, automation, robust queues, and seamless customer portals. Through the JSM API and Sim integration, you can automate, monitor, and interact with all aspects of your service management workflows.
-
-Key features of Jira Service Management include:
-
-- **Service Request Management**: Streamline intake, triage, and resolution of IT or business requests via customizable forms, queues, and automated routing.
-- **Incident and Problem Management**: Log, track, escalate, and resolve incidents with tools for root cause analysis, post-incident reviews, and real-time collaboration.
-- **SLA Tracking and Reporting**: Define, monitor, and report on service level agreements to ensure timely service delivery and accountability.
-- **Asset and Configuration Management**: Maintain an up-to-date inventory of assets, configuration items, and their relationships to improve visibility and impact analysis.
-- **Queue Management**: Manage workload and priorities using powerful queues for service agents, including filtering, sorting, and bulk actions.
-- **Customer and Organization Management**: Group customers into organizations, manage user permissions, and improve communication through tailored customer portals.
-
-With Sim’s Jira Service Management integration, you can create, monitor, and update service requests, fetch and manage customer organizations, track active queues, and automate ITSM operations programmatically. Build intelligent service desk agents, automate workflows triggered by service events, and ensure both end-users and service teams benefit from proactive, AI-powered support.
+Use [Jira Service Management](https://www.atlassian.com/software/jira/service-management) in Sim to manage service requests, customers, organizations, SLAs, and queues. The actions below document the supported service-desk operations and their required fields.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/jotform.mdx b/apps/docs/content/docs/integrations/jotform.mdx
index cc03a74c049..c51fbf946c7 100644
--- a/apps/docs/content/docs/integrations/jotform.mdx
+++ b/apps/docs/content/docs/integrations/jotform.mdx
@@ -11,24 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Jotform](https://www.jotform.com/) is an online form builder used to collect responses through forms, surveys, applications, and registrations.
+Use [Jotform](https://www.jotform.com/) to manage forms and submissions, create reports, and configure submission webhooks. Submission answers are available by question ID and question label; writes require the question IDs described below.
 
-With the Jotform integration in Sim, you can:
-
-- **Read submissions**: Pull responses from one form or across every form on the account, filtered by date, read/unread state, or full-text search
-- **Work with answers directly**: Every submission comes back keyed by question ID *and* re-keyed by question label, so a response is usable without a second lookup
-- **Manage forms**: List, read, create, clone, and delete forms, and edit their settings — redirect behavior, submission limits, layout, and notification emails
-- **Edit questions**: List, add, update, and delete form fields individually or in bulk, including validation and field-specific properties
-- **Create submissions**: Submit entries through the API, one at a time or in batches, and edit or delete existing responses
-- **Build reports**: Create shareable Excel, CSV, grid, table, calendar, RSS, or visual reports scoped to the fields you choose
-- **Register webhooks**: Push new submissions to a URL the moment they arrive, and list or remove existing webhooks
-- **Organize with labels**: Group forms, workflows, sheets, and apps into labels, and assign or unassign assets in bulk
-- **Retrieve uploads**: List every file submitted through a form with its download URL, size, and originating submission
-- **Check the account**: Read plan details, monthly usage counters, sub-user access grants, settings, and the activity log
-
-In Sim, the Jotform integration lets your agents treat form responses as workflow input. Typical patterns include routing new submissions to the right team, enriching them with an agent before they reach a CRM or ticketing system, syncing responses into tables for reporting, and pushing submissions downstream in real time through webhooks.
-
-### Authentication and regions
+## Authentication and regions
 
 The integration authenticates with a Jotform API key, created under **Account Settings → API**. Keys are scoped to read-only or full access, so create the key at the level your operations need — creating submissions, editing forms, and managing webhooks all require full access.
 
@@ -36,11 +21,11 @@ An API key is only valid on the host that issued it. Use the **Region** field to
 
 Jotform enforces a daily API call limit that varies by plan. Schedule high-frequency polling with that budget in mind — or prefer a webhook, which costs no API calls at all.
 
-### A note on question IDs
+## A note on question IDs
 
 Submissions are keyed by question ID, not by label. Run **List Questions** on a form first to map each label to its `qid`; those IDs are what **Create Submission** and **Update Submission** expect. Multi-field questions such as full name or address accept either a nested object (`{"3": {"first": "Bart", "last": "Simpson"}}`) or the shorthand Jotform documents (`{"3_first": "Bart"}`).
 
-### Folders and labels
+## Folders and labels
 
 Jotform has deprecated its folder endpoints in favor of labels. This integration implements labels only; if you have existing automations built on folder IDs, migrate them to the label operations.
 {/* MANUAL-CONTENT-END */}
@@ -245,7 +230,7 @@ Update form settings such as the thank-you redirect, submission limit, width, or
 | `apiKey` | string | Yes | Jotform API key |
 | `region` | string | No | Jotform data residency region the API key belongs to: "us" \(default\), "eu", or "hipaa" |
 | `formId` | string | Yes | ID of the form to update |
-| `properties` | json | Yes | Properties to set, e.g. \{"thankurl":"https://example.com/thanks","activeRedirect":"thankurl","formWidth":"650"\} |
+| `properties` | json | Yes | Properties to set, e.g. \{ "thankurl": "https://example.com/thanks", "activeRedirect": "thankurl", "formWidth": "650" \} |
 
 #### Output
 
diff --git a/apps/docs/content/docs/integrations/jupyter.mdx b/apps/docs/content/docs/integrations/jupyter.mdx
index 636d1af4922..ceb5266a318 100644
--- a/apps/docs/content/docs/integrations/jupyter.mdx
+++ b/apps/docs/content/docs/integrations/jupyter.mdx
@@ -39,7 +39,7 @@ List files, notebooks, and subdirectories at a path on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `path` | string | No | Directory path to list, relative to the server root. Leave blank for root. |
 
@@ -67,7 +67,7 @@ Read a file or notebook from a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `path` | string | Yes | Path of the file or notebook to read, relative to the server root |
 
@@ -89,7 +89,7 @@ Create a file, notebook, or directory on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `path` | string | Yes | Path to create, relative to the server root |
 | `type` | string | Yes | Type of entry to create: file, notebook, or directory |
@@ -113,7 +113,7 @@ Upload a file to a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `directory` | string | No | Destination directory, relative to the server root. Leave blank to upload to the root directory. |
 | `file` | file | No | The file to upload \(UserFile object\) |
@@ -136,7 +136,7 @@ Rename or move a file, notebook, or directory on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `path` | string | Yes | Current path of the entry, relative to the server root |
 | `newPath` | string | Yes | New path for the entry, relative to the server root |
@@ -157,7 +157,7 @@ Delete a file, notebook, or directory on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `path` | string | Yes | Path of the entry to delete, relative to the server root |
 
@@ -176,7 +176,7 @@ Duplicate a file or notebook into a directory on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `path` | string | Yes | Destination directory path, relative to the server root |
 | `copyFromPath` | string | Yes | Path of the file or notebook to copy, relative to the server root |
@@ -197,7 +197,7 @@ List running kernels on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 
 #### Output
@@ -219,7 +219,7 @@ Start a new kernel on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `kernelName` | string | No | Kernel spec name to start \(e.g. python3\). Defaults to the server default. |
 
@@ -241,7 +241,7 @@ Shut down a running kernel on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `kernelId` | string | Yes | ID of the kernel to shut down |
 
@@ -260,7 +260,7 @@ Restart a running kernel on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `kernelId` | string | Yes | ID of the kernel to restart |
 
@@ -282,7 +282,7 @@ Interrupt a running kernel on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `kernelId` | string | Yes | ID of the kernel to interrupt |
 
@@ -301,7 +301,7 @@ List available kernel specs (languages/runtimes) on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 
 #### Output
@@ -324,7 +324,7 @@ List active sessions (notebook-to-kernel bindings) on a Jupyter server
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 
 #### Output
@@ -351,7 +351,7 @@ Create a session that binds a notebook path to a (new or existing) kernel
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `path` | string | Yes | Notebook path to bind the session to, relative to the server root |
 | `kernelName` | string | No | Kernel spec name to start for this session \(e.g. python3\) |
@@ -381,7 +381,7 @@ Delete a session on a Jupyter server (does not shut down its kernel)
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888\) |
+| `serverUrl` | string | Yes | Base URL of the Jupyter server \(e.g. http://localhost:8888) |
 | `token` | string | Yes | Jupyter server authentication token |
 | `sessionId` | string | Yes | ID of the session to delete |
 
diff --git a/apps/docs/content/docs/integrations/kalshi.mdx b/apps/docs/content/docs/integrations/kalshi.mdx
index 697ae361eaa..151d4edc8a7 100644
--- a/apps/docs/content/docs/integrations/kalshi.mdx
+++ b/apps/docs/content/docs/integrations/kalshi.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Kalshi](https://kalshi.com) is a federally regulated exchange where users can trade directly on the outcomes of future events—prediction markets. Kalshi’s robust API and Sim integration enable agents and workflows to programmatically access all aspects of the platform, supporting everything from research and analytics to automated trading and monitoring.
-
-With Kalshi’s integration in Sim, you can:
-
-- **Market & Event Data:** Search, filter, and retrieve real-time and historical data for markets and events; fetch granular details on market status, series, event groupings, and more.
-- **Account & Balance Management:** Access account balances, available funds, and monitor real-time open positions.
-- **Order & Trade Management:** Place new orders, cancel existing ones, view open orders, retrieve a live orderbook, and access complete trade histories.
-- **Execution Analysis:** Fetch recent trades, historical fills, and candlestick data for backtesting or market structure research.
-- **Monitoring:** Check exchange-wide or series-level status, receive real-time updates about market changes or trading halts, and automate responses.
-- **Automation Ready:** Build end-to-end automated agents and dashboards that consume, analyze, and trade on real-world event probabilities.
-
-By using these unified tools and endpoints, you can seamlessly incorporate Kalshi’s prediction markets, live trading capabilities, and deep event data into your AI-powered applications, dashboards, and workflows—enabling sophisticated, automated decision-making tied to real-world outcomes.
+Use [Kalshi](https://kalshi.com) in Sim to retrieve market and event data, inspect account balances and positions, read orders and trades, and place, cancel, or amend orders. The reference also covers orderbooks, candlesticks, fills, series, and exchange status.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/ketch.mdx b/apps/docs/content/docs/integrations/ketch.mdx
index 88635bd3ce0..b0e4b4572e4 100644
--- a/apps/docs/content/docs/integrations/ketch.mdx
+++ b/apps/docs/content/docs/integrations/ketch.mdx
@@ -11,18 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Ketch](https://www.ketch.com/) is an AI-powered privacy, consent, and data governance platform that helps organizations automate compliance with global privacy regulations. It provides tools for managing consent preferences, handling data subject rights requests, and controlling subscription communications.
-
-With Ketch, you can:
-
-- **Retrieve consent status**: Query the current consent preferences for any data subject across configured purposes and legal bases
-- **Update consent preferences**: Set or modify consent for specific purposes (e.g., analytics, marketing) with the appropriate legal basis (opt-in, opt-out, disclosure)
-- **Manage subscriptions**: Get and update subscription topic preferences and global controls across contact methods like email and SMS
-- **Invoke data subject rights**: Submit privacy rights requests including data access, deletion, correction, and processing restriction under regulations like GDPR and CCPA
+Use [Ketch](https://www.ketch.com/) to read or update consent and subscription preferences and submit data-subject rights requests.
 
 To use Ketch, drop the Ketch block into your workflow and provide your organization code, property code, and environment code. The Ketch Web API is a public API — no API key or OAuth credentials are required. Identity is determined by the organization and property codes along with the data subject's identity (e.g., email address).
-
-These capabilities let you automate privacy compliance workflows, respond to user consent changes in real time, and manage data subject rights requests as part of your broader automation pipelines.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/knowledge.mdx b/apps/docs/content/docs/integrations/knowledge.mdx
index 02c044589cb..8b4b23c6599 100644
--- a/apps/docs/content/docs/integrations/knowledge.mdx
+++ b/apps/docs/content/docs/integrations/knowledge.mdx
@@ -11,15 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Sim's Knowledge Base is a native feature that enables you to create, manage, and query custom knowledge bases directly within the platform. Using advanced AI embeddings and vector search, the Knowledge Base block allows you to build intelligent search capabilities into your workflows.
-
-With the Knowledge Base in Sim, you can:
-
-- **Search knowledge**: Perform semantic searches across your custom knowledge bases using AI-powered vector similarity matching
-- **Upload chunks**: Add text chunks with metadata to a knowledge base for indexing
-- **Create documents**: Add new documents to a knowledge base for searchable content
-
-In Sim, the Knowledge Base block enables your agents to perform intelligent semantic searches across your organizational knowledge as part of automated workflows. This is ideal for information retrieval, content recommendations, FAQ automation, and grounding agent responses in your own data.
+Use the Knowledge block to search a Sim knowledge base and manage its documents and chunks from a workflow. The reference below also covers tags, connector inspection, and connector sync. See [Using knowledge in workflows](/knowledgebase/using-in-workflows) for configuration and examples.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/lambda.mdx b/apps/docs/content/docs/integrations/lambda.mdx
index dc4e529cac9..c237850cdb9 100644
--- a/apps/docs/content/docs/integrations/lambda.mdx
+++ b/apps/docs/content/docs/integrations/lambda.mdx
@@ -25,11 +25,11 @@ With the Lambda integration, you can:
 - **Audit access**: Read a function's resource-based policy, add and remove permission statements for AWS services or accounts, and list function URL configurations to find publicly reachable endpoints
 - **Work with layers and tags**: List layers and their versions, fetch a layer version's download location, and list, add, or remove function tags
 
-### Credentials and permissions
+## Credentials and permissions
 
 The block authenticates with an AWS access key ID and secret access key scoped to a region. Grant the IAM principal only the Lambda actions the operations you use require — for example `lambda:InvokeFunction` for invocation, `lambda:GetFunction` and `lambda:ListFunctions` for read-only inventory, or `lambda:UpdateFunctionCode` and `lambda:PublishVersion` for deployments.
 
-### Deployment packages
+## Deployment packages
 
 Function code is supplied from Amazon S3 (bucket, key, and optional object version) or from a container image URI in Amazon ECR. Uploading a .zip archive inline is not supported — publish the archive to S3 first, in the same region as the function, then point **Create Function** or **Update Function Code** at it.
 
diff --git a/apps/docs/content/docs/integrations/langsmith.mdx b/apps/docs/content/docs/integrations/langsmith.mdx
index 8ba298c5873..bbd449494a8 100644
--- a/apps/docs/content/docs/integrations/langsmith.mdx
+++ b/apps/docs/content/docs/integrations/langsmith.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Unlock deep visibility and understanding of your AI workflows with [LangSmith](https://www.langchain.com/langsmith) – a powerful platform for tracing, debugging, and monitoring LLM-powered applications and automations. Integrate LangSmith into your processes to capture detailed execution traces, log input/output data, attach metadata, and optimize your workflows through data-driven observability.
-
-With the LangSmith integration, you can:
-
-- **Trace and debug runs**: Forward workflow, tool, or model runs to LangSmith, record hierarchical execution details, and pinpoint bottlenecks or failures quickly.
-- **Attach rich metadata**: Enrich your traces by logging inputs, outputs, tags, custom metadata, reasons for failure, and more for in-depth insight and analytics.
-- **Monitor workflow performance**: Visualize executions, monitor error rates, durations, and success metrics over time to improve reliability and efficiency.
-- **Collaborate and audit**: Enable team-based debugging and track changes, enabling transparent auditing and rapid iteration on chained LLM workflows.
-- **Automate observability**: Seamlessly connect LangSmith traces to your workflow automations for always-on, effortless monitoring without manual instrumentation.
-
-LangSmith empowers engineers, data scientists, and product teams to iterate faster, catch issues earlier, and build more robust LLM-based applications—whether you’re orchestrating agents, chains, or end-to-end workflows.
-
-Drive better observability, actionable insights, and higher product quality by integrating LangSmith into your automated processes today.
+Use [LangSmith](https://www.langchain.com/langsmith) to record workflow, tool, or model runs with inputs, outputs, tags, metadata, and parent-child relationships. Create or update runs, retrieve a run, and attach feedback using the actions below.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/latex.mdx b/apps/docs/content/docs/integrations/latex.mdx
index cb1088873cf..a14cd447f41 100644
--- a/apps/docs/content/docs/integrations/latex.mdx
+++ b/apps/docs/content/docs/integrations/latex.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[LaTeX](https://www.latex-project.org/) is a typesetting system that is the de facto standard for producing high-quality scientific and technical documents. Unlike word processors, LaTeX uses plain-text markup to describe a document's structure and lets the compiler handle layout, which makes it ideal for documents with mathematical notation, citations, cross-references, and consistent professional formatting.
-
-With LaTeX, you can:
-
-- **Compile documents to PDF**: Turn LaTeX source into a polished, print-ready PDF
-- **Typeset mathematics**: Render equations, theorems, and scientific notation with precision
-- **Choose your compiler**: Build with pdfLaTeX, XeLaTeX, LuaLaTeX, pLaTeX, upLaTeX, or ConTeXt
-- **Include supporting files**: Add images, included `.tex` files, bibliographies, and custom classes or styles to the build
-- **Automate document production**: Generate reports, invoices, certificates, and papers from templates
-
-In Sim, the LaTeX integration enables your agents to compile LaTeX source into PDF files as part of any workflow — no OAuth or API key required. Agents can draft documents in LaTeX, attach supporting resources such as images or BibTeX bibliographies, and produce a finished PDF that downstream blocks can email, upload, or store. Agents can also search the available TeX Live packages and system fonts to pick the right tools for a document. This makes it easy to build agents that generate reports, typeset research digests, or produce templated documents like invoices and certificates.
+[LaTeX](https://www.latex-project.org/) compiles plain-text document source into PDFs. Provide the source, select a compiler, and attach any required images, included files, or bibliographies. You can also inspect the available TeX Live packages and system fonts. No OAuth connection or API key is required.
 
 Note: compilation runs on the public [LaTeX-on-HTTP](https://github.com/YtoTech/latex-on-http) service at latex.ytotech.com, so the document source and any attached resources are sent to that third-party service. Avoid compiling documents whose contents must not leave your environment.
 {/* MANUAL-CONTENT-END */}
diff --git a/apps/docs/content/docs/integrations/launchdarkly.mdx b/apps/docs/content/docs/integrations/launchdarkly.mdx
index ff1c3bc08f4..2b36b6e652f 100644
--- a/apps/docs/content/docs/integrations/launchdarkly.mdx
+++ b/apps/docs/content/docs/integrations/launchdarkly.mdx
@@ -27,10 +27,6 @@ In Sim, the LaunchDarkly integration enables your agents to automate feature fla
 ## Authentication
 
 This integration uses a LaunchDarkly API key. You can create personal access tokens or service tokens in the LaunchDarkly dashboard under **Account Settings > Authorization**. The API key is passed directly in the `Authorization` header (no `Bearer` prefix).
-
-## Need Help?
-
-If you encounter issues with the LaunchDarkly integration, contact us at [help@sim.ai](mailto:help@sim.ai)
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/leadmagic.mdx b/apps/docs/content/docs/integrations/leadmagic.mdx
index 3d168d5fb8f..f854c377c50 100644
--- a/apps/docs/content/docs/integrations/leadmagic.mdx
+++ b/apps/docs/content/docs/integrations/leadmagic.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[LeadMagic](https://leadmagic.io/) is a B2B contact and company data platform for finding and enriching emails, direct mobile numbers, LinkedIn profiles, and firmographics from minimal input.
-
-With LeadMagic, you can:
-
-- **Find and validate work emails:** Resolve verified work emails by name or company, and check the deliverability of an existing address.
-- **Find direct mobile numbers:** Look up mobile phone numbers for a contact.
-- **Enrich and cross-reference profiles:** Enrich a LinkedIn profile, reverse-lookup a profile from an email, or find the email behind a profile.
-- **Research accounts:** Search companies by domain and identify the people holding a given role at an account.
-- **Check your credit balance:** Monitor remaining LeadMagic credits before running large jobs.
-
-In Sim, the LeadMagic integration lets your agents find, verify, and enrich B2B contacts and companies inside a workflow — automating lead generation, account research, and CRM enrichment without leaving Sim.
+Use [LeadMagic](https://leadmagic.io/) to find or verify contact details, enrich profiles and companies, and identify people in a given role. Check the credit balance before running large enrichment jobs.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -124,7 +114,7 @@ Enrich a LinkedIn profile with work history, education, skills, and contact data
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `profile_url` | string | Yes | LinkedIn profile URL or username \(e.g., https://linkedin.com/in/johndoe\) |
+| `profile_url` | string | Yes | LinkedIn profile URL or username \(e.g., https://linkedin.com/in/johndoe) |
 | `extended_response` | boolean | No | Include additional profile image URL in the response \(default: false\) |
 | `apiKey` | string | Yes | LeadMagic API Key |
 
@@ -160,7 +150,7 @@ Extract a verified work email from a LinkedIn profile URL. Charges 5 credits whe
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `profile_url` | string | Yes | LinkedIn profile URL or username \(e.g., https://linkedin.com/in/johndoe\) |
+| `profile_url` | string | Yes | LinkedIn profile URL or username \(e.g., https://linkedin.com/in/johndoe) |
 | `apiKey` | string | Yes | LeadMagic API Key |
 
 #### Output
@@ -201,7 +191,7 @@ Enrich company data including firmographics, headcount, funding, and social prof
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `company_domain` | string | No | Company website domain \(e.g., stripe.com\). Provide at least one identifier. |
-| `profile_url` | string | No | LinkedIn company profile URL \(e.g., https://linkedin.com/company/stripe\). Provide at least one identifier. |
+| `profile_url` | string | No | LinkedIn company profile URL \(e.g., https://linkedin.com/company/stripe). Provide at least one identifier. |
 | `company_name` | string | No | Company name \(fallback if domain/URL unavailable\). Provide at least one identifier. |
 | `apiKey` | string | Yes | LeadMagic API Key |
 
diff --git a/apps/docs/content/docs/integrations/linear-service-account.mdx b/apps/docs/content/docs/integrations/linear-service-account.mdx
index 04983f4b263..5a57ab1458b 100644
--- a/apps/docs/content/docs/integrations/linear-service-account.mdx
+++ b/apps/docs/content/docs/integrations/linear-service-account.mdx
@@ -5,10 +5,9 @@ description: Connect Linear to Sim with a personal API key — ideally created f
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
-import { Image } from '@/components/ui/image'
 import { FAQ } from '@/components/ui/faq'
 
-Linear personal API keys let your workflows authenticate without an OAuth consent flow. A key gives full parity with the Linear API — everything Sim's Linear blocks can do over OAuth works with a key.
+Connect Linear with a personal API key. The key's permissions and team restrictions determine which operations and records the workflow can access.
 
 Keys are bound to the user who creates them: every action a workflow takes is attributed to that user, and the key stops working if the user is deactivated or leaves the workspace. For production workflows, create the key from a dedicated service user (e.g. `sim-bot@yourcompany.com`) rather than a personal account.
 
@@ -38,7 +37,7 @@ A Linear account that is allowed to create API keys. Workspace admins can disabl
 </Steps>
 
 <Callout type="warn">
-The API key carries the creating user's full access to your Linear workspace. Treat it like a password — do not commit it to source control or share it publicly. Sim encrypts the key at rest.
+The API key is limited by the creating user's access and any permissions or team restrictions selected for the key. Treat it like a password — do not commit it to source control or share it publicly. Sim encrypts the key at rest.
 </Callout>
 
 ## Adding the API Key to Sim
@@ -63,14 +62,14 @@ The API key carries the creating user's full access to your Linear workspace. Tr
 </Steps>
 
 <Callout type="warn">
-A key created with permission restrictions that block reading the viewer (the key's own user) is rejected at connect time. Create the key with full access, or at minimum Read + Write, so it validates and every block works.
+The key must be able to read its own user to pass connection validation. Grant write permissions only for workflows that write, and include the teams those workflows need. Successful validation does not prove access to every operation.
 </Callout>
 
-The key is encrypted before being stored.
 
-## Using the Service Account in Workflows
 
-Add a Linear block to your workflow. In the credential dropdown, your Linear service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+## Using the Credential in Workflows
+
+Add a Linear block to your workflow. In the credential dropdown, select the saved Linear API key. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): Linear block in a workflow with the service account selected as the credential */}
 
@@ -80,7 +79,7 @@ The block calls Linear's GraphQL API (`api.linear.app/graphql`) with the key. Ev
   { question: "Does Linear have real service accounts?", answer: "Not for API keys — every key is tied to a user. The closest equivalent is creating a dedicated service user in your workspace and generating the key from that account, so workflows aren't attributed to (or broken by) a real person's account." },
   { question: "Does the key expire?", answer: "No — keys are long-lived and don't auto-rotate. They stay valid until deleted, or until the user who created them is deactivated or removed from the workspace." },
   { question: "What happens if the key's user leaves the company?", answer: "Keys are user-bound, so deactivating the user kills the key and every workflow using it starts failing with authentication errors. This is exactly why production keys should come from a dedicated service user." },
-  { question: "My key connected fine but write blocks fail with permission errors — why?", answer: "The key was created with restricted permissions — for example, Read only, or limited to specific teams. Validation checks that the key is alive and can read its own user, but write failures surface at run time. Create a new key with Read + Write and no team restriction, then update the credential in Sim." },
+  { question: "My key connected fine but write blocks fail with permission errors — why?", answer: "The key was created with restricted permissions — for example, Read only, or limited to specific teams. Validation checks that the key is alive and can read its own user, but write failures surface at run time. Create a key with the permissions and team access the failing operation needs, then reconnect the credential in Sim." },
   { question: "Do I need to enter a workspace domain?", answer: "No. Linear has a single API host and the key itself identifies the workspace — the key is all the credential needs." },
   { question: "How do I rotate the key?", answer: "Create a new key from the same service user in Linear, update the credential in Sim with the new key, and once it's working, delete the old one." },
 ]} />
diff --git a/apps/docs/content/docs/integrations/linkedin.mdx b/apps/docs/content/docs/integrations/linkedin.mdx
index 9e1c6164e1e..ab1a69b24ca 100644
--- a/apps/docs/content/docs/integrations/linkedin.mdx
+++ b/apps/docs/content/docs/integrations/linkedin.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[LinkedIn](https://www.linkedin.com) is the world’s largest professional networking platform, empowering users to build their careers, connect with their network, and share professional content. LinkedIn is widely used by professionals across industries for personal branding, recruiting, job search, and business development.
-
-With LinkedIn, you can easily share posts to your personal feed to engage with your network, and access information about your profile to highlight your professional achievements. Automated integration with Sim allows you to leverage LinkedIn functionality programmatically—enabling agents and workflows to post updates, report on your professional presence, and keep your feed active without manual effort.
-
-Key LinkedIn features available through this integration include:
-
-- **Share Posts:** Automatically publish professional updates, articles, or announcements to your LinkedIn personal feed.
-- **Profile Information:** Retrieve detailed information about your LinkedIn profile to monitor or use in downstream tasks within your workflows.
-
-These capabilities make it easy to keep your LinkedIn network engaged and to extend your professional reach efficiently as part of your AI or workflow automation strategy.
+Use [LinkedIn](https://www.linkedin.com) to publish to your personal feed and retrieve your profile information from a workflow.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/logs.mdx b/apps/docs/content/docs/integrations/logs.mdx
index e9e0924e35c..8738ca4a75f 100644
--- a/apps/docs/content/docs/integrations/logs.mdx
+++ b/apps/docs/content/docs/integrations/logs.mdx
@@ -11,15 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-The Logs block gives agents programmatic access to workflow run history in the current workspace. It queries the same run data shown on the Logs page and can fetch full execution detail for any individual run.
-
-With Logs, you can:
-
-- **Query run history**: Filter runs by workflow, folder, status, trigger type, date range, cost, and duration, with sorting and free-text search
-- **Fetch run details**: Retrieve a specific run's status, trigger, timing, cost, and final output by run ID
-- **Inspect execution traces**: Pull the full trace spans for a run to see how it executed step by step
-
-In Sim, the Logs block allows your agents to search and filter workflow run history using the same filters available on the Logs page, then drill into a specific run to retrieve its status, cost, duration, final output, and full trace spans. This lets agents monitor other workflows, audit past executions, and pull execution details programmatically as part of a larger workflow.
+The Logs block queries workflow run history in the current workspace. **Query Logs** filters runs and returns matching run IDs; **Get Run Details** retrieves one run’s status, trigger, timing, cost, final output, and trace spans. See [Using Logs in Workflows](/workflows/blocks/logs) for a query-and-inspect example.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/loops.mdx b/apps/docs/content/docs/integrations/loops.mdx
index 3bce295be19..caf8ff2e30f 100644
--- a/apps/docs/content/docs/integrations/loops.mdx
+++ b/apps/docs/content/docs/integrations/loops.mdx
@@ -11,26 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Loops](https://loops.so/) is an email platform built for modern SaaS companies, offering transactional emails, marketing campaigns, and event-driven automations through a clean API. This integration connects Loops directly into Sim workflows.
-
-With Loops in Sim, you can:
-
-- **Manage contacts**: Create, update, find, and delete contacts in your Loops audience
-- **Send transactional emails**: Trigger templated transactional emails with dynamic data variables
-- **Fire events**: Send events to Loops to trigger automated email sequences and workflows
-- **Manage subscriptions**: Control mailing list subscriptions and contact properties programmatically
-- **Enrich contact data**: Attach custom properties, user groups, and mailing list memberships to contacts
-
-In Sim, the Loops integration enables your agents to manage email operations as part of their workflows. Supported operations include:
-
-- **Create Contact**: Add a new contact to your Loops audience with email, name, and custom properties.
-- **Update Contact**: Update an existing contact or create one if no match exists (upsert behavior).
-- **Find Contact**: Look up a contact by email address or userId.
-- **Delete Contact**: Remove a contact from your audience.
-- **Send Transactional Email**: Send a templated transactional email to a recipient with dynamic data variables.
-- **Send Event**: Trigger a Loops event to start automated email sequences for a contact.
-
-Configure the Loops block with your API key from the Loops dashboard (Settings > API), select an operation, and provide the required parameters. Your agents can then manage contacts and send emails as part of any workflow.
+Use [Loops](https://loops.so/) to manage contacts, send transactional emails, and trigger email sequences with events. Update Contact creates a contact when no match exists. Configure an API key from Loops **Settings > API** before selecting an operation.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/mailchimp.mdx b/apps/docs/content/docs/integrations/mailchimp.mdx
index 2f4950101bb..f93483f5849 100644
--- a/apps/docs/content/docs/integrations/mailchimp.mdx
+++ b/apps/docs/content/docs/integrations/mailchimp.mdx
@@ -11,38 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Mailchimp](https://mailchimp.com/) is a powerful marketing automation platform that enables you to manage audiences, campaigns, and a wide range of marketing activities all in one place. Mailchimp’s robust API and integrations let you automate outreach, email marketing, reporting, and audience management directly from your workflows in Sim.
-
-With the Mailchimp tools in Sim, you can:
-
-- **Manage Audiences (Lists):**
-  - List and retrieve all your Mailchimp audiences (lists) for easy management.
-  - Get comprehensive information about a specific audience.
-  - Create new audiences and keep your segmentation up-to-date.
-
-- **List Members:**
-  - Access and manage list members (subscribers), retrieve member details, and keep your email lists synchronized.
-
-- **Campaign Management:**
-  - Automate campaign creation, send campaigns, and analyze campaign performance with comprehensive reporting.
-
-- **Marketing Automation:**
-  - Manage automated workflows, set up triggers, and schedule emails to streamline your nurture processes.
-
-- **Templates, Segments, and Tags:**
-  - Retrieve and manage your email templates for consistent branding.
-  - Access and update audience segments to target specific groups.
-  - Create and manage tags to further organize your contacts.
-
-- **Advanced List Controls:**
-  - Manage merge fields and interest categories (groups) to collect rich, structured data from your subscribers.
-  - Handle landing pages, signup forms, and other lead-capture tools to maximize conversions.
-
-- **Batch Operations and Reporting:**
-  - Run batch jobs for bulk operations and streamline large updates.
-  - Retrieve detailed reports on campaigns, automations, and audience growth to inform your marketing strategy.
-
-By using Mailchimp within Sim, your agents and workflows can automate email marketing at scale—growing your audience, personalizing outreach, optimizing engagement, and making data-driven decisions. Whether you’re syncing CRM records, triggering campaigns in response to in-product actions, or managing subscriber data, Mailchimp’s tools in Sim deliver complete programmatic control over your marketing automation.
+Use [Mailchimp](https://mailchimp.com/) in Sim to manage audiences and members, campaigns, automations, templates, segments, tags, and reports. The actions below also cover merge fields, interest categories, landing pages, signup forms, and batch operations.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/mailgun.mdx b/apps/docs/content/docs/integrations/mailgun.mdx
index 545a7731f98..035582636bc 100644
--- a/apps/docs/content/docs/integrations/mailgun.mdx
+++ b/apps/docs/content/docs/integrations/mailgun.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Mailgun](https://www.mailgun.com) is a powerful email delivery service designed for developers and businesses to send, receive, and track emails effortlessly. Mailgun enables you to leverage robust APIs for reliable transactional and marketing email, flexible mailing list management, and advanced event tracking.
-
-With Mailgun's comprehensive feature set, you can automate key email operations and closely monitor deliverability and recipient engagement. This makes it an ideal solution for workflow automation where communications, notifications, and campaign mails are core parts of your processes.
-
-Key features of Mailgun include:
-
-- **Transactional Email Sending:** Deliver high-volume emails such as account notifications, receipts, alerts, and password resets.
-- **Rich Email Content:** Send both plain text and HTML emails, and use tags for categorizing and tracking your messages.
-- **Mailing List Management:** Create, update, and manage mailing lists and members to send grouped communications efficiently.
-- **Domain Information:** Retrieve details about your sending domains to monitor configuration and health.
-- **Event Tracking:** Analyze email deliverability and engagement with detailed event data on sent messages.
-- **Message Retrieval:** Access stored messages for compliance, analysis, or troubleshooting needs.
-
-By integrating Mailgun into Sim, your agents are empowered to programmatically send emails, manage email lists, access domain information, and monitor real-time events as part of automated workflows. This allows for intelligent, data-driven engagement with your users directly from your AI-powered processes.
+Use [Mailgun](https://www.mailgun.com) to send text or HTML emails, retrieve messages and delivery events, manage mailing lists, and inspect sending domains. Tags help associate sent messages with a workflow or campaign.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/mem0.mdx b/apps/docs/content/docs/integrations/mem0.mdx
index c62d247c03f..135e4f13e65 100644
--- a/apps/docs/content/docs/integrations/mem0.mdx
+++ b/apps/docs/content/docs/integrations/mem0.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Mem0](https://mem0.ai) is a powerful memory management system designed specifically for AI agents. It provides a persistent, searchable memory store that enables agents to remember past interactions, learn from experiences, and maintain context across conversations and workflow executions.
-
-With Mem0, you can:
-
-- **Store agent memories**: Save conversation history, user preferences, and important context
-- **Retrieve relevant information**: Use semantic search to find the most relevant past interactions
-- **Build context-aware agents**: Enable your agents to reference past conversations and maintain continuity
-- **Personalize interactions**: Tailor responses based on user history and preferences
-- **Implement long-term memory**: Create agents that learn and adapt over time
-- **Scale memory management**: Handle memory needs for multiple users and complex workflows
-
-In Sim, the Mem0 integration enables your agents to maintain persistent memory across workflow executions. This allows for more natural, context-aware interactions where agents can recall past conversations, remember user preferences, and build upon previous interactions. By connecting Sim with Mem0, you can create agents that feel more human-like in their ability to remember and learn from past experiences. The integration supports adding new memories, searching existing memories semantically, and retrieving specific memory records. This memory management capability is essential for building sophisticated agents that can maintain context over time, personalize interactions based on user history, and continuously improve their performance through accumulated knowledge.
+Use [Mem0](https://mem0.ai) to store persistent memories, search them by meaning, and retrieve memory records across workflow runs. Store conversation context or user preferences, then retrieve relevant memories for a later agent step.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/memory.mdx b/apps/docs/content/docs/integrations/memory.mdx
index d0339573645..b457770a9b9 100644
--- a/apps/docs/content/docs/integrations/memory.mdx
+++ b/apps/docs/content/docs/integrations/memory.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-The Memory tool enables your agents to store, retrieve, and manage conversation memories across workflows. It acts as a persistent memory store that agents can access to maintain conversation context, recall facts, or track actions over time.
-
-With the Memory tool, you can:
-
-- **Add new memories**: Store relevant information, events, or conversation history by saving agent or user messages into a structured memory database
-- **Retrieve memories**: Fetch specific memories or all memories tied to a conversation, helping agents recall previous interactions or facts
-- **Delete memories**: Remove outdated or incorrect memories from the database to maintain accurate context
-- **Append to existing conversations**: Update or expand on existing memory threads by appending new messages with the same conversation identifier
-
-Sim’s Memory block is especially useful for building agents that require persistent state—helping them remember what was said earlier in a conversation, persist facts between tasks, or apply long-term history in decision-making. By integrating Memory, you enable richer, more contextual, and more dynamic workflows for your agents.
+Use the Memory block to store and retrieve messages across workflow runs. Add messages with the same conversation identifier to append to an existing conversation, retrieve one conversation or all memories, and delete memories that are no longer needed.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/meta.json b/apps/docs/content/docs/integrations/meta.json
index df2c5f2d169..b97450113b3 100644
--- a/apps/docs/content/docs/integrations/meta.json
+++ b/apps/docs/content/docs/integrations/meta.json
@@ -1,6 +1,5 @@
 {
   "pages": [
-    "index",
     "a2a",
     "affinity",
     "agentmail",
@@ -188,7 +187,6 @@
     "okta",
     "onedrive",
     "onepassword",
-    "openai",
     "outlook",
     "pagerduty",
     "parallel_ai",
diff --git a/apps/docs/content/docs/integrations/microsoft_ad.mdx b/apps/docs/content/docs/integrations/microsoft_ad.mdx
index 3fff9ba8934..3e3171adfec 100644
--- a/apps/docs/content/docs/integrations/microsoft_ad.mdx
+++ b/apps/docs/content/docs/integrations/microsoft_ad.mdx
@@ -22,10 +22,6 @@ With the Azure AD integration in Sim, you can:
 - **Automate onboarding/offboarding**: Create new user accounts with initial passwords and enable/disable accounts as part of HR workflows
 
 In Sim, the Azure AD integration enables your agents to programmatically manage your organization's identity infrastructure. This allows for automation scenarios such as provisioning new employees, updating user profiles in bulk, managing team group memberships, and auditing directory data. By connecting Sim with Azure AD, you can streamline identity lifecycle management and ensure your directory stays in sync with your organization's needs.
-
-## Need Help?
-
-If you encounter issues with the Azure AD integration, contact us at [help@sim.ai](mailto:help@sim.ai)
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/microsoft_dataverse.mdx b/apps/docs/content/docs/integrations/microsoft_dataverse.mdx
index 03cbab8f6ea..596dd1db9a7 100644
--- a/apps/docs/content/docs/integrations/microsoft_dataverse.mdx
+++ b/apps/docs/content/docs/integrations/microsoft_dataverse.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Microsoft Dataverse](https://learn.microsoft.com/en-us/power-apps/maker/data-platform/data-platform-intro) is a powerful cloud data platform for securely storing, managing, and interacting with structured business data. The Microsoft Dataverse integration enables you to programmatically create, read, update, delete, and link records in Dataverse tables as part of your workflow and automation needs.
-
-With Microsoft Dataverse integration, you can:
-
-- **List and query records:** Access lists of records or query with advanced filters to find the data you need from any Dataverse table.
-- **Create and update records:** Add new records or update existing ones in any table for use across Power Platform, Dynamics 365, and custom apps.
-- **Delete and manage records:** Remove records as part of data lifecycle management directly from your automation flows.
-- **Associate and disassociate records:** Link related items together or remove associations using entity relationships and navigation properties—essential for reflecting complex business processes.
-- **Work with any Dataverse environment:** Connect to your organization’s environments, including production, sandbox, or Dynamics 365 tenants, for maximum flexibility.
-- **Integrate with Power Platform and Dynamics 365:** Automate tasks ranging from sales and marketing data updates to custom app workflows—all powered by Dataverse's security and governance.
-
-The Dataverse integration empowers solution builders and business users to automate business processes, maintain accurate and up-to-date information, create system integrations, trigger actions, and drive insights—all with robust security and governance.
-
-Connect Microsoft Dataverse to your automations to unlock sophisticated data management, orchestration, and business logic across your apps, teams, and cloud services.
+Use [Microsoft Dataverse](https://learn.microsoft.com/en-us/power-apps/maker/data-platform/data-platform-intro) to manage records and relationships in Dynamics 365, Power Platform, or custom environments. The block also supports queries, bulk operations, file transfer, metadata lookup, and Dataverse actions and functions.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -44,7 +31,7 @@ Associate two records in Microsoft Dataverse via a navigation property. Creates
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Source entity set name \(e.g., accounts\) |
 | `recordId` | string | Yes | Source record GUID |
 | `navigationProperty` | string | Yes | Navigation property name \(e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued\) |
@@ -71,7 +58,7 @@ Create multiple records of the same table type in a single request. Each record
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `entityLogicalName` | string | Yes | Table logical name for @odata.type annotation \(e.g., account, contact\). Used to set Microsoft.Dynamics.CRM.\{entityLogicalName\} on each record. |
 | `records` | object | Yes | Array of record objects to create. Each record should contain column logical names as keys. The @odata.type annotation is added automatically. |
@@ -92,7 +79,7 @@ Create a new record in a Microsoft Dataverse table. Requires the entity set name
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `data` | object | Yes | Record data as a JSON object with column names as keys |
 
@@ -112,7 +99,7 @@ Delete a record from a Microsoft Dataverse table by its ID.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `recordId` | string | Yes | The unique identifier \(GUID\) of the record to delete |
 
@@ -131,7 +118,7 @@ Remove an association between two records in Microsoft Dataverse. For collection
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Source entity set name \(e.g., accounts\) |
 | `recordId` | string | Yes | Source record GUID |
 | `navigationProperty` | string | Yes | Navigation property name \(e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued\) |
@@ -155,7 +142,7 @@ Download a file from a file or image column on a Dataverse record. Stores the fi
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `recordId` | string | Yes | Record GUID to download the file from |
 | `fileColumn` | string | Yes | File or image column logical name \(e.g., entityimage, cr_document\) |
@@ -180,7 +167,7 @@ Execute a bound or unbound Dataverse action. Actions perform operations with sid
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `actionName` | string | Yes | Action name \(e.g., Merge, GrantAccess, SendEmail\). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions. |
 | `entitySetName` | string | No | Entity set name for bound actions \(e.g., accounts\). Leave empty for unbound actions. |
 | `recordId` | string | No | Record GUID for bound actions. Leave empty for unbound or collection-bound actions. |
@@ -201,7 +188,7 @@ Execute a bound or unbound Dataverse function. Functions are read-only operation
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `functionName` | string | Yes | Function name \(e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount\). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions. |
 | `entitySetName` | string | No | Entity set name for bound functions \(e.g., systemusers\). Leave empty for unbound functions. |
 | `recordId` | string | No | Record GUID for bound functions. Leave empty for unbound functions. |
@@ -222,7 +209,7 @@ Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `fetchXml` | string | Yes | FetchXML query string. Must include &lt;fetch&gt; root element and &lt;entity&gt; child element matching the table logical name. |
 
@@ -244,7 +231,7 @@ Retrieve table (entity) and column (attribute) definitions for a Microsoft Datav
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entityLogicalName` | string | Yes | Singular table logical name to look up \(e.g., account, contact\) |
 | `select` | string | No | Comma-separated table metadata properties to return \(OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute\) |
 | `includeAttributes` | string | No | Set to "true" to also return the column \(attribute\) definitions for the table |
@@ -270,7 +257,7 @@ Retrieve a single record from a Microsoft Dataverse table by its ID. Supports $s
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `recordId` | string | Yes | The unique identifier \(GUID\) of the record to retrieve |
 | `select` | string | No | Comma-separated list of columns to return \(OData $select\) |
@@ -292,7 +279,7 @@ Query and list records from a Microsoft Dataverse table. Supports OData query op
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `select` | string | No | Comma-separated list of columns to return \(OData $select\) |
 | `filter` | string | No | OData $filter expression \(e.g., statecode eq 0\) |
@@ -319,7 +306,7 @@ Perform a full-text relevance search across Microsoft Dataverse tables. Requires
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `searchTerm` | string | Yes | Search text \(1-100 chars\). Supports simple syntax: + \(AND\), \| \(OR\), - \(NOT\), * \(wildcard\), "exact phrase" |
 | `entities` | string | No | JSON array of search entity configs. Each object: \{"Name":"account","SelectColumns":\["name"\],"SearchColumns":\["name"\],"Filter":"statecode eq 0"\} |
 | `filter` | string | No | Global OData filter applied across all entities \(e.g., "createdon gt 2024-01-01"\) |
@@ -354,7 +341,7 @@ Update multiple records of the same table type in a single request. Each record
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `entityLogicalName` | string | Yes | Table logical name for @odata.type annotation \(e.g., account, contact\). Used to set Microsoft.Dynamics.CRM.\{entityLogicalName\} on each record. |
 | `records` | object | Yes | Array of record objects to update. Each record must include its primary key \(e.g., accountid\) and only the columns being changed. The @odata.type annotation is added automatically. |
@@ -373,7 +360,7 @@ Update an existing record in a Microsoft Dataverse table. Only send the columns
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `recordId` | string | Yes | The unique identifier \(GUID\) of the record to update |
 | `data` | object | Yes | Record data to update as a JSON object with column names as keys |
@@ -393,7 +380,7 @@ Upload a file to a file or image column on a Dataverse record. Supports single-r
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `recordId` | string | Yes | Record GUID to upload the file to |
 | `fileColumn` | string | Yes | File or image column logical name \(e.g., entityimage, cr_document\) |
@@ -417,7 +404,7 @@ Create or update a record in a Microsoft Dataverse table. If a record with the g
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `recordId` | string | Yes | The unique identifier \(GUID\) of the record to upsert |
 | `data` | object | Yes | Record data as a JSON object with column names as keys |
@@ -439,7 +426,7 @@ Retrieve the current authenticated user information from Microsoft Dataverse. Us
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 
 #### Output
 
diff --git a/apps/docs/content/docs/integrations/microsoft_dynamics_365.mdx b/apps/docs/content/docs/integrations/microsoft_dynamics_365.mdx
index 2d370cbe787..a0a0c8aec39 100644
--- a/apps/docs/content/docs/integrations/microsoft_dynamics_365.mdx
+++ b/apps/docs/content/docs/integrations/microsoft_dynamics_365.mdx
@@ -38,7 +38,7 @@ Query supported standard Microsoft Dynamics 365 CRM records. Supports OData filt
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `select` | string | No | Comma-separated list of columns to return \(OData $select\) |
 | `filter` | string | No | OData $filter expression \(e.g., statecode eq 0\) |
@@ -69,7 +69,7 @@ Retrieve one supported standard Microsoft Dynamics 365 CRM record by its ID. Sup
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `recordId` | string | Yes | The unique identifier \(GUID\) of the record to retrieve |
 | `select` | string | No | Comma-separated list of columns to return \(OData $select\) |
@@ -91,7 +91,7 @@ Create a new supported standard Microsoft Dynamics 365 CRM record using Datavers
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `data` | object | Yes | Record data as a JSON object with column names as keys |
 
@@ -111,7 +111,7 @@ Update an existing supported standard Microsoft Dynamics 365 CRM record. Only se
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `entitySetName` | string | Yes | Entity set name \(plural table name, e.g., accounts, contacts\) |
 | `recordId` | string | Yes | The unique identifier \(GUID\) of the record to update |
 | `data` | object | Yes | Record data to update as a JSON object with column names as keys |
@@ -131,7 +131,7 @@ Perform a full-text relevance search across Microsoft Dataverse tables. Requires
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dataverse environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `searchTerm` | string | Yes | Search text \(1-100 chars\). Supports simple syntax: + \(AND\), \| \(OR\), - \(NOT\), * \(wildcard\), "exact phrase" |
 | `entities` | string | No | JSON array of search entity configs. Each object: \{"name":"account","selectColumns":\["name"\],"searchColumns":\["name"\],"filter":"statecode eq 0"\} |
 | `filter` | string | No | Global OData filter applied across all entities \(e.g., "createdon gt 2024-01-01"\) |
@@ -166,7 +166,7 @@ Qualify a Dynamics 365 Sales lead and optionally create linked account, contact,
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dynamics 365 environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dynamics 365 environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `leadId` | string | Yes | GUID of the lead to qualify |
 | `createAccount` | boolean | Yes | Whether to create an account from the lead |
 | `createContact` | boolean | Yes | Whether to create a contact from the lead |
@@ -194,7 +194,7 @@ Close a Dynamics 365 Sales opportunity as won or lost.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dynamics 365 environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dynamics 365 environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `opportunityId` | string | Yes | GUID of the opportunity to close |
 | `outcome` | string | Yes | Opportunity outcome: won or lost |
 | `subject` | string | No | Optional subject for the opportunity-close activity \(maximum 200 characters\) |
@@ -217,7 +217,7 @@ Resolve and close a Dynamics 365 Customer Service case.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `environmentUrl` | string | Yes | Dynamics 365 environment URL \(e.g., https://myorg.crm.dynamics.com\) |
+| `environmentUrl` | string | Yes | Dynamics 365 environment URL \(e.g., https://myorg.crm.dynamics.com) |
 | `caseId` | string | Yes | GUID of the case to close |
 | `subject` | string | Yes | Subject for the case-resolution activity \(maximum 200 characters\) |
 | `description` | string | No | Optional description for the case-resolution activity \(maximum 100,000 characters\) |
diff --git a/apps/docs/content/docs/integrations/microsoft_excel.mdx b/apps/docs/content/docs/integrations/microsoft_excel.mdx
index ef12b24a054..c5c6707fce6 100644
--- a/apps/docs/content/docs/integrations/microsoft_excel.mdx
+++ b/apps/docs/content/docs/integrations/microsoft_excel.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Microsoft Excel](https://www.microsoft.com/en-us/microsoft-365/excel) is the world’s most popular spreadsheet tool for organizing, analyzing, and visualizing data. The Microsoft Excel integration enables you to programmatically read from and write to Excel workbooks as part of your automation workflows, with easy selection of sheets and cell ranges.
-
-With Microsoft Excel integration, you can:
-
-- **Read data from specific sheets:** Extract table data, lists, records, or custom ranges from any sheet in your Excel files for use in downstream workflow steps.
-- **Write and update data:** Programmatically update cells, insert new rows, or modify existing records in chosen sheets, without ever opening the file manually.
-- **Select cell ranges:** Specify exact ranges (e.g., A1:D10) to target for read and write operations, allowing fine-grained data manipulation.
-- **Automate calculations and reporting:** Pull in live data, perform calculations, and produce custom Excel reports automatically.
-- **Centralize spreadsheet tasks:** Remove manual copy-pasting—the workflow can update Excel files, capture new submissions, or sync data between systems.
-- **Integrate seamlessly with Microsoft 365:** Access and modify cloud-hosted spreadsheets, whether for finance, sales, operations, or analytics.
-
-Excel’s integration empowers every type of user—from analysts to managers—to automate their data collection, enrich reporting, trigger actions from sheet updates, and keep important data always up-to-date.
-
-Connect Microsoft Excel to your automations to streamline data management, reporting, and collaboration within your workflows.
+Use [Microsoft Excel](https://www.microsoft.com/en-us/microsoft-365/excel) in Sim to read and write workbook data. Select a worksheet and range, such as `A1:D10`, to target the cells an operation uses. Additional actions clear, format, and sort ranges, create tables, and delete worksheets.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/microsoft_planner.mdx b/apps/docs/content/docs/integrations/microsoft_planner.mdx
index 6a2233fddf4..a58e05b86e2 100644
--- a/apps/docs/content/docs/integrations/microsoft_planner.mdx
+++ b/apps/docs/content/docs/integrations/microsoft_planner.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Microsoft Planner](https://www.microsoft.com/en-us/microsoft-365/planner) is a task management tool that helps teams organize work visually using boards, tasks, and buckets. Integrated with Microsoft 365, it offers a simple, intuitive way to manage team projects, assign responsibilities, and track progress.
-
-With Microsoft Planner, you can:
-
-- **Create and manage tasks**: Add new tasks with due dates, priorities, and assigned users
-- **Organize with buckets**: Group tasks by phase, status, or category to reflect your team’s workflow
-- **Visualize project status**: Use boards, charts, and filters to monitor workload and track progress
-- **Stay integrated with Microsoft 365**: Seamlessly connect tasks with Teams, Outlook, and other Microsoft tools
-
-In Sim, the Microsoft Planner integration allows your agents to programmatically create, read, and manage tasks as part of their workflows. Agents can generate new tasks based on incoming requests, retrieve task details to drive decisions, and track status across projects — all without human intervention. Whether you're building workflows for client onboarding, internal project tracking, or follow-up task generation, integrating Microsoft Planner with Sim gives your agents a structured way to coordinate work, automate task creation, and keep teams aligned.
+Use [Microsoft Planner](https://www.microsoft.com/en-us/microsoft-365/planner) to manage tasks, plans, and buckets. Task details include checklists and references; use the actions below to read or update them.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/microsoft_word.mdx b/apps/docs/content/docs/integrations/microsoft_word.mdx
index ba24ca826ef..7717fdc0127 100644
--- a/apps/docs/content/docs/integrations/microsoft_word.mdx
+++ b/apps/docs/content/docs/integrations/microsoft_word.mdx
@@ -11,26 +11,13 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Microsoft Word](https://www.microsoft.com/microsoft-365/word) is the document editor at the centre of Microsoft 365. Word documents are stored as `.docx` files in OneDrive or a SharePoint document library, which is where this integration reads and writes them.
+Use [Microsoft Word](https://www.microsoft.com/microsoft-365/word) in Sim to create, read, and edit `.docx` files stored in OneDrive or SharePoint, fill templates, and export documents as PDF. Choose **Replace Content** to overwrite a document, **Append Content** to add paragraphs, or **Find and Replace Text** to update matching text. The sections below explain document IDs, supported formatting, and template behavior.
 
-Learn how to integrate the Microsoft Word tool in Sim to generate, fill, edit, and export documents inside your workflows. This tutorial walks you through connecting a Microsoft account, choosing a document, and turning agent output into a finished Word file. Ideal for the document-heavy work a team would otherwise do by hand.
-
-With Microsoft Word, you can:
-
-- **Write documents from agent output**: Turn generated text into a real `.docx` with headings, bullets, and bold or italic emphasis
-- **Fill a template**: Substitute placeholders in an approved template to produce a contract, offer letter, or report — the template itself is never modified
-- **Read a document back**: Extract the text of any Word document so an agent can summarize, classify, or check it
-- **Edit in place**: Append new paragraphs to a running document, or find and replace text across the body plus every header and footer
-- **Find the right file**: List or search Word documents in a folder, a whole drive, or a SharePoint library
-- **Hand over a PDF**: Convert a document to PDF through Microsoft Graph and pass the file straight to an email or messaging step
-
-In Sim, the Microsoft Word integration lets your agents own a document end to end. An agent can find the standard template, fill it with data pulled from a CRM or a form, export the result as a PDF, and send it — without a person opening Word. Because the integration edits the `.docx` package directly rather than regenerating it, an append or a find-and-replace leaves the document's existing styles, images, headers, and footers exactly as they were.
-
-### How documents are addressed
+## How documents are addressed
 
 Every operation identifies a document by its **drive item ID**, not by its file path. Pick one with the document selector, or paste an ID from an earlier step. Leave **Drive ID** empty to work in your personal OneDrive; set it to a SharePoint drive ID to work in a document library instead.
 
-### Writing content
+## Writing content
 
 **Create Document** and **Replace Content** accept a small, predictable subset of Markdown:
 
@@ -45,7 +32,7 @@ Unsupported Markdown is left as visible text rather than being dropped, so nothi
 
 **Replace Content** overwrites the whole document — its previous content and formatting are discarded. To add to a document instead, use **Append Content**, which adds plain paragraphs to the end and leaves everything already there untouched.
 
-### Filling templates
+## Filling templates
 
 **Create from Template** is the fastest way to produce a formatted document. Point it at a template, give the new document a name, and supply **Placeholder Values** as a JSON object:
 
@@ -63,7 +50,7 @@ Word splits a sentence across several internal runs whenever formatting changes
 
 **Find and Replace Text** applies the same matching to a document already in place, and covers headers and footers as well as the body. Matching never crosses a paragraph break, which mirrors Word's own Replace All.
 
-### Permissions
+## Permissions
 
 Connecting a Microsoft account grants Sim `Files.Read` and `Files.ReadWrite`, the permissions Microsoft Graph requires to read and write drive items. The same permissions cover SharePoint document libraries the account can already reach — Sim never gains access to anything the signed-in account could not open itself.
 {/* MANUAL-CONTENT-END */}
diff --git a/apps/docs/content/docs/integrations/millionverifier.mdx b/apps/docs/content/docs/integrations/millionverifier.mdx
index dd264667c68..b3f2546b535 100644
--- a/apps/docs/content/docs/integrations/millionverifier.mdx
+++ b/apps/docs/content/docs/integrations/millionverifier.mdx
@@ -11,7 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-MillionVerifier is a high-volume, low-cost email verification service. Use this integration to verify an individual email in real time — it returns ok, catch-all, unknown, invalid, disposable, or unverified along with role-account and free-provider flags — and to check the verification credits remaining on your account. It's a cost-efficient choice for cleaning large lists before a campaign.
+Use MillionVerifier to verify an email and check remaining verification credits. Results classify the address as ok, catch-all, unknown, invalid, disposable, or unverified, with role-account and free-provider flags.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/modal.mdx b/apps/docs/content/docs/integrations/modal.mdx
index 7082e237059..9986a47d34b 100644
--- a/apps/docs/content/docs/integrations/modal.mdx
+++ b/apps/docs/content/docs/integrations/modal.mdx
@@ -26,7 +26,7 @@ Invoke a deployed Modal Web Function or Server over HTTPS
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `url` | string | Yes | Public URL of the deployed Modal Web Function or Server \(e.g., https://your-workspace--your-app-your-function.modal.run\) |
+| `url` | string | Yes | Public URL of the deployed Modal Web Function or Server \(e.g., https://your-workspace--your-app-your-function.modal.run) |
 | `method` | string | No | HTTP method to use: GET, POST, PUT, PATCH, DELETE, or HEAD |
 | `body` | json | No | JSON request body sent to the function |
 | `queryParams` | json | No | Query parameters to append to the URL as key-value pairs |
diff --git a/apps/docs/content/docs/integrations/monday-service-account.mdx b/apps/docs/content/docs/integrations/monday-service-account.mdx
index 72c4acb5e8b..4becdee30e1 100644
--- a/apps/docs/content/docs/integrations/monday-service-account.mdx
+++ b/apps/docs/content/docs/integrations/monday-service-account.mdx
@@ -5,12 +5,11 @@ description: Set up a monday.com personal API token on a dedicated integration u
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
-import { Image } from '@/components/ui/image'
 import { FAQ } from '@/components/ui/faq'
 
-monday.com authenticates API calls with a personal API token — a long-lived token tied to a monday.com user. There is no separate org-level service account feature, so the standard practice is to create a dedicated integration user (e.g. `sim-bot@yourcompany.com`), give it access to the boards your workflows need, and generate the token from that seat.
+Connect monday.com with a personal API token. It acts as the user who generated it, with that user's board access. Use a dedicated integration user if the workflows should have a separate identity.
+
 
-This is the recommended way to use monday.com in production workflows: monday.com doesn't document a scheduled expiry for personal tokens, no one person's OAuth consent is involved, and the credential survives when an employee leaves.
 
 ## Prerequisites
 
@@ -57,7 +56,7 @@ monday.com issues **one API token per user**. Regenerating it immediately invali
 
 There is no scope picker: personal API tokens carry **all** API permission scopes automatically. What limits the token is the user's own access — board membership, item visibility, and account permissions.
 
-## Adding the Service Account to Sim
+## Adding the API Token to Sim
 
 <Steps>
   <Step>
@@ -80,16 +79,15 @@ There is no scope picker: personal API tokens carry **all** API permission scope
 
 The token is encrypted before being stored.
 
-## Using the Service Account in Workflows
+## Using the Credential in Workflows
 
-Add a monday.com block to your workflow. In the credential dropdown, your monday.com service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+Add a monday.com block to your workflow. In the credential dropdown, select the saved monday.com API token. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): monday.com block in a workflow with the service account selected as the credential */}
 
 The block calls monday.com's single global API endpoint (`api.monday.com/v2`) using the token — there's no per-tenant domain to configure. The token acts as the user it was created by, with that user's board access.
 
 <FAQ items={[
-  { question: "Why a personal API token instead of OAuth?", answer: "Personal tokens don't expire on a schedule and don't depend on any user's OAuth consent staying valid. Generated from a dedicated integration user, they behave like a service account credential — stable until you deliberately regenerate or deactivate them." },
   { question: "Do I need to pick scopes for the token?", answer: "No. Personal API tokens carry all permission scopes automatically. Access is limited only by what the token's user can see and do in monday.com — board membership is your permission model." },
   { question: "Why do you recommend a dedicated integration user?", answer: "The token is bound to a user, and monday.com has no org-level token. If the token comes from an employee's personal account, it dies when that person is deactivated during offboarding. A dedicated seat like sim-bot@yourcompany.com survives team changes and makes the bot's activity auditable." },
   { question: "How do I rotate the token?", answer: "Carefully. monday.com allows only one token per user, and regenerating immediately kills the old one — there's no dual-token window. Regenerate in monday.com, then update the credential in Sim right away. Expect a brief outage for any workflows that run in between." },
diff --git a/apps/docs/content/docs/integrations/mssql.mdx b/apps/docs/content/docs/integrations/mssql.mdx
index 6c66e9753a6..d7926af03eb 100644
--- a/apps/docs/content/docs/integrations/mssql.mdx
+++ b/apps/docs/content/docs/integrations/mssql.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Microsoft SQL Server](https://www.microsoft.com/sql-server) is Microsoft's relational database system, used for transactional and analytical workloads on-premises, on Azure SQL, and on other managed hosts. It stores structured data in tables and is queried with T-SQL.
-
-With the Microsoft SQL Server integration in Sim, you can:
-
-- **Query data**: Run SELECT statements and get back rows with a row count
-- **Insert, update, and delete rows**: Write key-value data to a table, or modify and remove existing rows with a WHERE clause
-- **Execute raw T-SQL**: Run arbitrary statements, including DDL such as creating or altering tables
-- **Introspect schemas**: Retrieve table structures, columns, primary and foreign keys, and indexes
-
-In Sim, the Microsoft SQL Server integration allows your agents to read from and write to a SQL Server database as part of a workflow — pulling records to feed downstream logic, writing agent output back to a table, and inspecting the schema before generating a query. Connections take a host, port, database, credentials, and TLS settings, so the same block works against a self-hosted instance or a managed one.
+Use [Microsoft SQL Server](https://www.microsoft.com/sql-server) to query or modify rows, execute T-SQL, and inspect tables, keys, and indexes. Configure the host, port, database, credentials, and TLS settings for your instance.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/neo4j.mdx b/apps/docs/content/docs/integrations/neo4j.mdx
index 82c7cb74a38..aaa842bf434 100644
--- a/apps/docs/content/docs/integrations/neo4j.mdx
+++ b/apps/docs/content/docs/integrations/neo4j.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Easily manage, analyze, and visualize connected data with [Neo4j](https://neo4j.com) – the industry-leading native graph database built for handling complex relationships at scale. Neo4j allows you to efficiently store, query, and explore data models that go beyond tables, making it ideal for real-time recommendations, fraud detection, knowledge graphs, and more.
-
-With Neo4j integrations, you can:
-
-- **Query complex relationships:** Use Cypher, Neo4j’s declarative graph query language, to easily find patterns, shortest paths, and recommendations within your graph data.
-- **Create and update nodes and relationships:** Seamlessly add, update, and delete both nodes and relationships to keep your graph database always up to date.
-- **Analyze graph structures:** Instantly analyze interconnected information, uncover hidden connections, and gain actionable insights not possible with traditional databases.
-- **Centralize graph data in your workflows:** Connect Neo4j to your automation, enabling data enrichment and advanced analytics directly in your workflow.
-- **Visualize and export results:** Retrieve query results for display in dashboards or export enriched data to other systems.
-- **Scale with confidence:** Neo4j is trusted by enterprises worldwide for mission-critical applications, ensuring performance and reliability.
-
-Whether building recommendation systems, anti-fraud solutions, knowledge graphs, or AI-powered applications, Neo4j empowers teams to unlock the full value of their connected data. Start integrating Neo4j into your workflows to make smarter decisions, faster.
+Use [Neo4j](https://neo4j.com) in Sim to query graph data with Cypher and create, merge, update, or delete nodes and relationships. Pass query results to later workflow steps for processing or storage.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/netsuite-service-account.mdx b/apps/docs/content/docs/integrations/netsuite-service-account.mdx
index fdf3b82011b..bfcba94d27c 100644
--- a/apps/docs/content/docs/integrations/netsuite-service-account.mdx
+++ b/apps/docs/content/docs/integrations/netsuite-service-account.mdx
@@ -7,7 +7,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-Oracle NetSuite authenticates SuiteTalk machine-to-machine clients with a signed JWT and a certificate mapping. Sim stores the SuiteTalk URL, Client ID, Certificate ID, and private key as one encrypted service-account credential. Every NetSuite block stores only that credential's ID; Sim signs the assertion and injects the short-lived access token on the server.
+Connect Oracle NetSuite with certificate-based OAuth 2.0 client credentials. Add the SuiteTalk URL, Client ID, Certificate ID, and matching private key once, then select the saved credential in each NetSuite block.
 
 ## Prerequisites
 
@@ -56,7 +56,7 @@ Oracle documents the [role setup](https://docs.oracle.com/en/cloud/saas/netsuite
   </Step>
 </Steps>
 
-The private key is encrypted at rest and is never returned through the token endpoint or injected into a workflow tool. At execution time, Sim resolves the selected credential to a short-lived bearer token and the normalized SuiteTalk origin.
+Select this credential in each NetSuite block. The private key stays encrypted in Sim; you do not need to paste it into individual blocks.
 
 ## Use Pickers and Manual Values
 
@@ -73,7 +73,7 @@ Picker results reflect the selected role's permissions. Switch any picker to Adv
 
 ## Rotate or Revoke
 
-To rotate a certificate, create and upload the replacement certificate and create its new NetSuite mapping. Then reconnect the existing Sim credential by re-entering all four required fields: SuiteTalk URL, Client ID, the new Certificate ID, and the replacement private key. Reconnecting changes the encrypted credential fingerprint, so later executions mint against the new material.
+To rotate a certificate, create and upload the replacement certificate and create its new NetSuite mapping. Then reconnect the existing Sim credential by re-entering all four required fields: SuiteTalk URL, Client ID, the new Certificate ID, and the replacement private key. Later runs use the replacement certificate and key.
 
 After confirming workflows succeed, remove the old certificate mapping in NetSuite so the previous certificate can no longer mint tokens. Deleting a Sim credential removes its workflow bindings but does not revoke the corresponding NetSuite certificate mapping.
 
diff --git a/apps/docs/content/docs/integrations/netsuite.mdx b/apps/docs/content/docs/integrations/netsuite.mdx
index 18baa8e0ce4..2e90553c6cf 100644
--- a/apps/docs/content/docs/integrations/netsuite.mdx
+++ b/apps/docs/content/docs/integrations/netsuite.mdx
@@ -15,13 +15,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 
 ## Before you connect
 
-1. In **Setup → Company → Enable Features**, enable **REST Web Services** and **OAuth 2.0**. Enable **SuiteAnalytics Workbook** if you will list or execute datasets.
-2. Use a dedicated integration role. Grant it **REST Web Services** and **Log in using OAuth 2.0 Access Tokens**, plus the record, transaction, and subsidiary permissions needed by your workflows. Dataset access also requires **SuiteAnalytics Workbook** permission and access to the selected datasets. Oracle recommends a purpose-built role instead of Administrator. See [Set Up OAuth 2.0 Roles](https://docs.oracle.com/en/cloud/saas/netsuite/ns-online-help/section_157771510070.html) and [Prerequisites and Setup for REST Web Services](https://docs.oracle.com/en/cloud/saas/netsuite/ns-online-help/article_5085602973.html).
-3. Create or edit an integration record under **Setup → Integration → Manage Integrations**. Enable **Client Credentials (Machine to Machine) Grant** and the **REST Web Services** OAuth 2.0 scope, then save the **Client ID**. See [Create Integration Records for Applications to Use OAuth 2.0](https://docs.oracle.com/en/cloud/saas/netsuite/ns-online-help/section_157771733782.html).
-4. Create either a 3072- or 4096-bit RSA key pair or a P-256, P-384, or P-521 EC key pair and certificate using your organization's certificate process. Sim signs RSA assertions with PS256 and selects ES256, ES384, or ES512 for the corresponding EC curve. Keep the PEM private key secure; upload only the public certificate to NetSuite, and plan renewal because NetSuite limits certificate validity to two years. See [OAuth 2.0 Client Credentials Certificate Conditions](https://docs.oracle.com/en/cloud/saas/netsuite/ns-online-help/subsect_162755332391.html).
-5. Go to **Setup → Integration → Manage Authentication → OAuth 2.0 Client Credentials (M2M) Setup**. Create a mapping for the integration's entity, role, application, and public certificate, then save the generated **Certificate ID**. Oracle requires this mapping separately in production, sandbox, and Release Preview, and a sandbox refresh clears it. See [OAuth 2.0 Client Credentials Setup](https://docs.oracle.com/en/cloud/saas/netsuite/ns-online-help/section_162686838198.html).
-6. In **Setup → Company → Company Information → Company URLs**, copy the **SuiteTalk (SOAP and REST Web Services)** URL for the current environment. Production, sandbox, and Release Preview environments each have their own authoritative URL.
-7. Add a NetSuite block, open **NetSuite Account**, and create a reusable credential with the SuiteTalk URL, Client ID, Certificate ID, and matching private key. See [Oracle NetSuite service-account setup](/integrations/netsuite-service-account) for the complete setup and rotation workflow.
+Follow the [Oracle NetSuite service-account setup](/integrations/netsuite-service-account) to enable SuiteTalk, configure a dedicated role and certificate mapping, and save a reusable credential in Sim. NetSuite limits certificate validity to two years, so plan renewal when creating the credential.
 
 ## Usage notes
 
diff --git a/apps/docs/content/docs/integrations/notion-service-account.mdx b/apps/docs/content/docs/integrations/notion-service-account.mdx
index b0dcf415125..f41b483a361 100644
--- a/apps/docs/content/docs/integrations/notion-service-account.mdx
+++ b/apps/docs/content/docs/integrations/notion-service-account.mdx
@@ -7,9 +7,9 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-Notion internal integrations let your workflows authenticate to Notion as a workspace-owned bot user instead of through a person's OAuth login. The integration has its own secret, its own capabilities, and its own explicit list of pages and databases it can reach — all managed from the workspace's integration settings.
+Connect a Notion internal integration using its secret. Its capabilities control the operations it can perform, and its page connections control the content it can access.
+
 
-This is the recommended way to use Notion in production workflows: the secret doesn't depend on any employee's account, its capabilities are explicit, and access is granted page by page rather than inheriting one person's entire sidebar.
 
 ## Prerequisites
 
@@ -74,7 +74,7 @@ This step is the one everyone misses — and without it, the integration can rea
 A valid secret with no page connections validates fine in Sim but returns `404 object_not_found` on every real call. If a Notion block reports that a page or database wasn't found — and you're sure the ID is right — the page isn't connected to the integration.
 </Callout>
 
-## Adding the Service Account to Sim
+## Adding the Internal Integration to Sim
 
 <Steps>
   <Step>
@@ -95,16 +95,15 @@ A valid secret with no page connections validates fine in Sim but returns `404 o
   </Step>
 </Steps>
 
-## Using the Service Account in Workflows
+## Using the Credential in Workflows
 
-Add a Notion block to your workflow. In the credential dropdown, your Notion service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+Add a Notion block to your workflow. In the credential dropdown, select the saved Notion internal integration. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): Notion block in a workflow with the Notion service account selected as the credential */}
 
 The block calls `api.notion.com` using the integration secret — exactly the same requests as the OAuth flow, so every Notion tool works unchanged, limited to the capabilities you enabled and the pages you connected.
 
 <FAQ items={[
-  { question: "Why an internal integration instead of OAuth?", answer: "The integration is owned by the workspace, not a person. No user has to stay logged in or re-consent, the secret has no documented expiry, and access survives employee offboarding. Capabilities and page connections are explicit and auditable." },
   { question: "Can a regular member create an internal integration?", answer: "No. Only workspace owners can access the integrations settings and create internal integrations." },
   { question: "My secret validates but blocks return 404 object_not_found — why?", answer: "The page or database isn't connected to the integration. Validation only proves the secret is real; it says nothing about page access. Open the page in Notion, use the ••• menu → Connections, and add your integration. Connecting a page covers its sub-pages too." },
   { question: "My secret starts with secret_ instead of ntn_ — is that a problem?", answer: "No. Notion switched new secrets to the ntn_ prefix in September 2024, but existing secret_ tokens remain valid. Sim accepts both." },
diff --git a/apps/docs/content/docs/integrations/notion.mdx b/apps/docs/content/docs/integrations/notion.mdx
index c3a5c72bc75..cbcec878e67 100644
--- a/apps/docs/content/docs/integrations/notion.mdx
+++ b/apps/docs/content/docs/integrations/notion.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-The Notion tool integration enables your agents to read, create, and manage Notion pages and databases directly within your workflows. This allows you to automate the retrieval and updating of structured content, notes, documents, and more from your Notion workspace.
-
-With the Notion tool, you can:
-
-- **Read pages or databases**: Extract rich content or metadata from specified Notion pages or entire databases
-- **Create new content**: Programmatically create new pages or databases for dynamic content generation
-- **Append content**: Add new blocks or properties to existing pages and databases
-- **Query databases**: Run advanced filters and searches on structured Notion data for custom workflows
-- **Search your workspace**: Locate pages and databases across your Notion workspace automatically
-
-This tool is ideal for scenarios where agents need to synchronize information, generate reports, or maintain structured notes within Notion. By bringing Notion's capabilities into automated workflows, you empower your agents to interface with knowledge, documentation, and project management data programmatically and seamlessly.
+Use Notion to read and manage pages, databases, blocks, and comments. Query a database or search the workspace to find the content a workflow needs; webhook triggers can start workflows when content changes.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/obsidian.mdx b/apps/docs/content/docs/integrations/obsidian.mdx
index 15003179bf7..ea43390accd 100644
--- a/apps/docs/content/docs/integrations/obsidian.mdx
+++ b/apps/docs/content/docs/integrations/obsidian.mdx
@@ -11,15 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Obsidian](https://obsidian.md/) is a powerful knowledge base and note-taking application that works on top of a local folder of plain-text Markdown files. With features like bidirectional linking, graph views, and a rich plugin ecosystem, Obsidian is widely used for personal knowledge management, research, and documentation.
-
-With the Sim Obsidian integration, you can:
-
-- **Read and create notes**: Retrieve note content from your vault or create new notes programmatically as part of automated workflows.
-- **Update and patch notes**: Modify existing notes in full or patch content at specific locations within a note.
-- **Search your vault**: Find notes by keyword or content across your entire Obsidian vault.
-- **Manage periodic notes**: Access and create daily or other periodic notes for journaling and task tracking.
-- **Execute commands**: Trigger Obsidian commands remotely to automate vault operations.
+[Obsidian](https://obsidian.md/) stores notes as Markdown files in a vault. Use this integration to read, create, update, and search notes, work with periodic notes, and run Obsidian commands.
 
 **How it works in Sim:**
 Add an Obsidian block to your workflow and select an operation. This integration requires the [Obsidian Local REST API](https://github.com/coddingtonbear/obsidian-local-rest-api) plugin to be installed and running in your vault. Provide your API key and vault URL, along with any required parameters. The block communicates with your local Obsidian instance and returns structured data you can pass to downstream blocks — for example, searching your vault for research notes and feeding them into an AI agent for summarization.
diff --git a/apps/docs/content/docs/integrations/okta.mdx b/apps/docs/content/docs/integrations/okta.mdx
index 73224f40da0..1f4e16bbc42 100644
--- a/apps/docs/content/docs/integrations/okta.mdx
+++ b/apps/docs/content/docs/integrations/okta.mdx
@@ -23,10 +23,6 @@ With the Okta integration in Sim, you can:
 - **Manage group membership**: Add or remove users from groups, and list group members
 
 In Sim, the Okta integration enables your agents to automate identity management tasks as part of their workflows. This allows for scenarios such as onboarding new employees, offboarding departing users, managing group-based access, auditing user status, and responding to security events by suspending or deactivating accounts.
-
-## Need Help?
-
-If you encounter issues with the Okta integration, contact us at [help@sim.ai](mailto:help@sim.ai)
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/onedrive.mdx b/apps/docs/content/docs/integrations/onedrive.mdx
index 934a7656c9a..b02c07a02c6 100644
--- a/apps/docs/content/docs/integrations/onedrive.mdx
+++ b/apps/docs/content/docs/integrations/onedrive.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[OneDrive](https://onedrive.live.com) is Microsoft’s cloud storage and file synchronization service that allows users to securely store, access, and share files across devices. Integrated deeply into the Microsoft 365 ecosystem, OneDrive supports seamless collaboration, version control, and real-time access to content across teams and organizations.
-
-Learn how to integrate the OneDrive tool in Sim to automatically pull, manage, and organize your cloud files within your workflows. This tutorial walks you through connecting OneDrive, setting up file access, and using stored content to power automation. Ideal for syncing essential documents and media with your agents in real time.
-
-With OneDrive, you can:
-
-- **Store files securely in the cloud**: Upload and access documents, images, and other files from any device
-- **Organize your content**: Create structured folders and manage file versions with ease
-- **Collaborate in real time**: Share files, edit them simultaneously with others, and track changes
-- **Access across devices**: Use OneDrive from desktop, mobile, and web platforms
-- **Integrate with Microsoft 365**: Work seamlessly with Word, Excel, PowerPoint, and Teams
-- **Control permissions**: Share files and folders with custom access settings and expiration controls
-
-In Sim, the OneDrive integration enables your agents to directly interact with your cloud storage. Agents can upload new files to specific folders, retrieve and read existing files, and list folder contents to dynamically organize and access information. This integration allows your agents to incorporate file operations into intelligent workflows — automating document intake, content analysis, and structured storage management. By connecting Sim with OneDrive, you empower your agents to manage and use cloud documents programmatically, eliminating manual steps and enhancing automation with secure, real-time file access.
+Use [OneDrive](https://onedrive.live.com) to upload, download, search, and organize files and folders. The actions below also cover metadata, copying or moving items, sharing links, and deletion.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/onepassword.mdx b/apps/docs/content/docs/integrations/onepassword.mdx
index 3818631d5d1..b6777248c52 100644
--- a/apps/docs/content/docs/integrations/onepassword.mdx
+++ b/apps/docs/content/docs/integrations/onepassword.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[1Password](https://1password.com) is a widely trusted password manager and secrets vault solution, allowing individuals and teams to securely store, access, and share passwords, API credentials, and sensitive information. With robust encryption, granular access controls, and seamless syncing across devices, 1Password supports teams and organizations in managing secrets efficiently and securely.
-
-The [1Password Connect API](https://developer.1password.com/docs/connect/) allows programmatic access to vaults and items within an organization's 1Password account. This integration in Sim lets you automate secret retrieval, onboarding workflows, secret rotation, vault audits, and more, all in a secure and auditable manner.
-
-With 1Password in your Sim workflow, you can:
-
-- **List, search, and retrieve vaults**: Access metadata or browse available vaults for organizing secrets by project or purpose
-- **Fetch items and secrets**: Get credentials, API keys, or custom secrets in real time to power your workflows securely
-- **Create, update, or delete secrets**: Automate secret management, provisioning, and rotation for enhanced security practices
-- **Integrate with CI/CD and automation**: Fetch credentials or tokens only when needed, reducing manual work and reducing risk
-- **Ensure access controls**: Leverage role-based access and fine-grained permissions to control which agents or users can access specific secrets
-
-By connecting Sim with 1Password, you empower your agents to securely manage secrets, reduce manual overhead, and maintain best practices for security automation, incident response, and DevOps workflows—all while ensuring secrets never leave a controlled environment.
+[1Password](https://1password.com/) stores items and secrets in vaults. Use the Connect API or Service Account connection to list vaults, retrieve or change items, download attached files, and resolve secret references. Returned fields and secrets can be used by later workflow steps.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/openai.mdx b/apps/docs/content/docs/integrations/openai.mdx
deleted file mode 100644
index 2e14fc44b8c..00000000000
--- a/apps/docs/content/docs/integrations/openai.mdx
+++ /dev/null
@@ -1,62 +0,0 @@
----
-title: Embeddings
-description: Generate Open AI embeddings
----
-
-import { BlockInfoCard } from "@/components/ui/block-info-card"
-
-<BlockInfoCard 
-  type="openai"
-  color="#000000"
-/>
-
-{/* MANUAL-CONTENT-START:intro */}
-[OpenAI](https://www.openai.com) is a leading AI research and deployment company that offers a suite of powerful AI models and APIs. OpenAI provides cutting-edge technologies including large language models (like GPT-4), image generation (DALL-E), and embeddings that enable developers to build sophisticated AI-powered applications.
-
-With OpenAI, you can:
-
-- **Generate text**: Create human-like text for various applications using GPT models
-- **Create images**: Transform text descriptions into visual content with DALL-E
-- **Produce embeddings**: Convert text into numerical vectors for semantic search and analysis
-- **Build AI assistants**: Develop conversational agents with specialized knowledge
-- **Process and analyze data**: Extract insights and patterns from unstructured text
-- **Translate languages**: Convert content between different languages with high accuracy
-- **Summarize content**: Condense long-form text while preserving key information
-
-In Sim, the OpenAI integration enables your agents to leverage these powerful AI capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language understanding, content generation, and semantic analysis. Your agents can generate vector embeddings from text, which are numerical representations that capture semantic meaning, enabling advanced search, classification, and recommendation systems. Additionally, through the DALL-E integration, agents can create images from text descriptions, opening up possibilities for visual content generation. This integration bridges the gap between your workflow automation and state-of-the-art AI capabilities, enabling your agents to understand context, generate relevant content, and make intelligent decisions based on semantic understanding. By connecting Sim with OpenAI, you can create agents that process information more intelligently, generate creative content, and deliver more personalized experiences to users.
-{/* MANUAL-CONTENT-END */}
-
-
-## Usage Instructions
-
-Integrate Embeddings into the workflow. Can generate embeddings from text.
-
-
-
-## Actions
-
-### `openai_embeddings`
-
-Generate embeddings from text using OpenAI's embedding models
-
-#### Input
-
-| Parameter | Type | Required | Description |
-| --------- | ---- | -------- | ----------- |
-| `input` | string | Yes | Text to generate embeddings for |
-| `model` | string | No | Model to use for embeddings |
-| `apiKey` | string | Yes | OpenAI API key |
-
-#### Output
-
-| Parameter | Type | Description |
-| --------- | ---- | ----------- |
-| `success` | boolean | Operation success status |
-| `output` | object | Embeddings generation results |
-|   ↳ `embeddings` | array | Array of embedding vectors |
-|   ↳ `model` | string | Model used for generating embeddings |
-|   ↳ `usage` | object | Token usage information |
-|     ↳ `prompt_tokens` | number | Number of tokens in the prompt |
-|     ↳ `total_tokens` | number | Total number of tokens used |
-
-
diff --git a/apps/docs/content/docs/integrations/outlook.mdx b/apps/docs/content/docs/integrations/outlook.mdx
index a797f6c9673..807b3edf09e 100644
--- a/apps/docs/content/docs/integrations/outlook.mdx
+++ b/apps/docs/content/docs/integrations/outlook.mdx
@@ -11,27 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Microsoft Outlook](https://outlook.office365.com) is a comprehensive email and calendar platform that helps users manage communications, schedules, and tasks efficiently. As part of Microsoft's productivity suite, Outlook offers robust tools for sending and organizing emails, coordinating meetings, and integrating seamlessly with Microsoft 365 applications — enabling individuals and teams to stay organized and connected across devices.
-
-With Microsoft Outlook, you can:
-
-- **Send and receive emails**: Communicate clearly and professionally with individuals or distribution lists  
-- **Manage calendars and events**: Schedule meetings, set reminders, and view availability  
-- **Organize your inbox**: Use folders, categories, and rules to keep your email streamlined  
-- **Access contacts and tasks**: Keep track of key people and action items in one place  
-- **Integrate with Microsoft 365**: Work seamlessly with Word, Excel, Teams, and other Microsoft apps  
-- **Access across devices**: Use Outlook on desktop, web, and mobile with real-time sync  
-- **Maintain privacy and security**: Leverage enterprise-grade encryption and compliance controls
-
-In Sim, the Microsoft Outlook integration enables your agents to interact directly with email and calendar data programmatically with full email management capabilities. This allows for powerful automation scenarios across your entire email workflow. Your agents can:
-
-- **Send and draft**: Compose professional emails with attachments and save drafts for later
-- **Read and forward**: Access inbox messages and forward important communications to team members
-- **Organize efficiently**: Mark emails as read or unread, move messages between folders, and copy emails for reference
-- **Clean up inbox**: Delete unwanted messages and maintain organized folder structures
-- **Trigger workflows**: React to new emails in real-time, enabling responsive automation based on incoming messages
-
-By connecting Sim with Microsoft Outlook, you enable intelligent agents to automate communications, streamline scheduling, maintain visibility into organizational correspondence, and keep inboxes organized — all within your workflow ecosystem. Whether you're managing customer communications, processing invoices, coordinating team updates, or automating follow-ups, the Outlook integration provides enterprise-grade email automation capabilities.
+Use [Microsoft Outlook](https://outlook.office365.com) in Sim to send and draft emails, read and organize messages, manage attachments and folders, and create or update calendar events. Switch to trigger mode to start a workflow when a new email arrives.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/pagerduty.mdx b/apps/docs/content/docs/integrations/pagerduty.mdx
index 2c4f5e56db5..6d080de4526 100644
--- a/apps/docs/content/docs/integrations/pagerduty.mdx
+++ b/apps/docs/content/docs/integrations/pagerduty.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[PagerDuty](https://www.pagerduty.com/) is a leading incident management platform that helps engineering and operations teams detect, triage, and resolve infrastructure and application issues in real time. PagerDuty integrates with monitoring tools, orchestrates on-call schedules, and ensures the right people are alerted when incidents occur.
-
-The PagerDuty integration in Sim connects with the PagerDuty REST API v2 using API key authentication, enabling your agents to manage the full incident lifecycle and query on-call information programmatically.
-
-With the PagerDuty integration, your agents can:
-
-- **List and filter incidents**: Retrieve incidents filtered by status (triggered, acknowledged, resolved), service, date range, and sort order to monitor your operational health
-- **Create incidents**: Trigger new incidents on specific services with custom titles, descriptions, urgency levels, and assignees directly from your workflows
-- **Update incidents**: Acknowledge or resolve incidents, change urgency, and add resolution notes to keep your incident management in sync with automated processes
-- **Add notes to incidents**: Attach contextual information, investigation findings, or automated diagnostics as notes on existing incidents
-- **List services**: Query your PagerDuty service catalog to discover service IDs and metadata for use in other operations
-- **Check on-call schedules**: Retrieve current on-call entries filtered by escalation policy or schedule to determine who is responsible at any given time
-
-In Sim, the PagerDuty integration enables powerful incident automation scenarios. Your agents can automatically create incidents based on monitoring alerts, enrich incidents with diagnostic data from other tools, resolve incidents when automated remediation succeeds, or build escalation workflows that check on-call schedules and route notifications accordingly. By connecting Sim with PagerDuty, you can build intelligent agents that bridge the gap between detection and response, reducing mean time to resolution and ensuring consistent incident handling across your organization.
+Use [PagerDuty](https://www.pagerduty.com/) to manage incidents, add investigation notes, and find services, escalation policies, and on-call responders. The REST API uses API-key authentication; Send Event uses Events API v2.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/peopledatalabs.mdx b/apps/docs/content/docs/integrations/peopledatalabs.mdx
index db5bdafffde..2bbdd69b21b 100644
--- a/apps/docs/content/docs/integrations/peopledatalabs.mdx
+++ b/apps/docs/content/docs/integrations/peopledatalabs.mdx
@@ -11,9 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-## Description
-
-[People Data Labs](https://www.peopledatalabs.com/) is a person and company data provider with a global dataset of 3B+ person profiles and 25M+ company records. The Sim block exposes the core REST endpoints so agents can enrich a single contact, look up a company, or run dataset-wide search queries.
+[People Data Labs](https://www.peopledatalabs.com/) provides person and company data. The Sim block exposes the core REST endpoints so agents can enrich a single contact, look up a company, or run dataset-wide search queries.
 
 Use this block to:
 - **Person Enrich** — resolve a single person by email, phone, LinkedIn URL, or name + company/location, and pull back their work history, contact info, and skills.
diff --git a/apps/docs/content/docs/integrations/perplexity.mdx b/apps/docs/content/docs/integrations/perplexity.mdx
index 924a0dc1b22..9e26183eec6 100644
--- a/apps/docs/content/docs/integrations/perplexity.mdx
+++ b/apps/docs/content/docs/integrations/perplexity.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Perplexity AI](https://www.perplexity.ai) is an AI-powered search engine and answer engine that combines the capabilities of large language models with real-time web search to provide accurate, up-to-date information and comprehensive answers to complex questions.
-
-With Perplexity AI, you can:
-
-- **Get accurate answers**: Receive comprehensive responses to questions with citations from reliable sources
-- **Access real-time information**: Obtain up-to-date information through Perplexity's web search capabilities
-- **Explore topics in depth**: Dive deeper into subjects with follow-up questions and related information
-- **Verify information**: Check the credibility of answers through provided sources and references
-- **Generate content**: Create summaries, analyses, and creative content based on current information
-- **Research efficiently**: Streamline research processes with comprehensive answers to complex queries
-- **Interact conversationally**: Engage in natural dialogue to refine questions and explore topics
-
-In Sim, the Perplexity integration enables your agents to leverage these powerful AI capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language understanding, real-time information retrieval, and content generation. Your agents can formulate queries, receive comprehensive answers with citations, and incorporate this information into their decision-making processes or outputs. This integration bridges the gap between your workflow automation and access to current, reliable information, enabling your agents to make more informed decisions and provide more accurate responses. By connecting Sim with Perplexity, you can create agents that stay current with the latest information, provide well-researched answers, and deliver more valuable insights to users - all without requiring manual research or information gathering.
+Use [Perplexity](https://www.perplexity.ai) to generate chat responses with web citations or search the web with filtering. Pass the returned content and source references to downstream blocks as needed.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/pinecone.mdx b/apps/docs/content/docs/integrations/pinecone.mdx
index f8fb83160d9..6033f03aedf 100644
--- a/apps/docs/content/docs/integrations/pinecone.mdx
+++ b/apps/docs/content/docs/integrations/pinecone.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Pinecone](https://www.pinecone.io) is a vector database designed for building high-performance vector search applications. It enables efficient storage, management, and similarity search of high-dimensional vector embeddings, making it ideal for AI applications that require semantic search capabilities.
-
-With Pinecone, you can:
-
-- **Store vector embeddings**: Efficiently manage high-dimensional vectors at scale
-- **Perform similarity search**: Find the most similar vectors to a query vector in milliseconds
-- **Build semantic search**: Create search experiences based on meaning rather than keywords
-- **Implement recommendation systems**: Generate personalized recommendations based on content similarity
-- **Deploy machine learning models**: Operationalize ML models that rely on vector similarity
-- **Scale seamlessly**: Handle billions of vectors with consistent performance
-- **Maintain real-time indexes**: Update your vector database in real-time as new data arrives
-
-In Sim, the Pinecone integration enables your agents to leverage vector search capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language processing with semantic search and retrieval. Your agents can generate embeddings from text, store these vectors in Pinecone indexes, and perform similarity searches to find the most relevant information. This integration bridges the gap between your AI workflows and vector search infrastructure, enabling more intelligent information retrieval based on semantic meaning rather than exact keyword matching. By connecting Sim with Pinecone, you can create agents that understand context, retrieve relevant information from large datasets, and deliver more accurate and personalized responses to users - all without requiring complex infrastructure management or specialized knowledge of vector databases.
+Use [Pinecone](https://www.pinecone.io) in Sim to generate embeddings, store and update text records or vectors, search by text or vector, retrieve vectors, and manage indexes. Use the returned matches as input to later workflow steps.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -64,7 +52,7 @@ Insert or update text records in a Pinecone index
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io"\) |
+| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io") |
 | `namespace` | string | Yes | Namespace to upsert records into \(e.g., "documents", "embeddings"\) |
 | `records` | array | Yes | Record or array of records to upsert, each containing _id, text, and optional metadata |
 | `apiKey` | string | Yes | Pinecone API key |
@@ -83,7 +71,7 @@ Update the values, sparse values, or metadata of a vector in a Pinecone namespac
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io"\) |
+| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io") |
 | `id` | string | Yes | Unique ID of the vector to update |
 | `namespace` | string | No | Namespace containing the vector \(e.g., "documents", "embeddings"\) |
 | `values` | array | No | New dense vector values to overwrite the existing values |
@@ -105,7 +93,7 @@ Delete vectors from a Pinecone namespace by IDs, by metadata filter, or delete a
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io"\) |
+| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io") |
 | `namespace` | string | No | Namespace to delete vectors from \(e.g., "documents", "embeddings"\) |
 | `ids` | array | No | Vector IDs to delete \(1-1000 items\). Mutually exclusive with deleteAll and filter |
 | `deleteAll` | boolean | No | Delete all vectors in the namespace. Mutually exclusive with ids and filter |
@@ -126,7 +114,7 @@ Search for similar text in a Pinecone index
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io"\) |
+| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io") |
 | `namespace` | string | No | Namespace to search in \(e.g., "documents", "embeddings"\) |
 | `searchQuery` | string | Yes | Text to search for |
 | `topK` | string | No | Number of results to return \(e.g., "10", "25"\) |
@@ -156,7 +144,7 @@ Search for similar vectors in a Pinecone index
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io"\) |
+| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io") |
 | `namespace` | string | No | Namespace to search in \(e.g., "documents", "embeddings"\) |
 | `vector` | array | Yes | Vector to search for |
 | `topK` | number | No | Number of results to return \(e.g., 10, 25\) |
@@ -180,7 +168,7 @@ Fetch vectors by ID from a Pinecone index
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io"\) |
+| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io") |
 | `ids` | array | Yes | Array of vector IDs to fetch \(e.g., \["vec-001", "vec-002"\]\) |
 | `namespace` | string | No | Namespace to fetch vectors from \(e.g., "documents", "embeddings"\) |
 | `apiKey` | string | Yes | Pinecone API key |
@@ -208,7 +196,7 @@ List vector IDs in a Pinecone namespace by prefix (serverless indexes only)
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io"\) |
+| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io") |
 | `namespace` | string | Yes | Namespace to list vector IDs from \(e.g., "documents", "embeddings"\) |
 | `prefix` | string | No | Filter vector IDs by a common prefix \(e.g., "doc1#"\) |
 | `limit` | number | No | Maximum number of IDs to return per page \(default 100\) |
@@ -234,7 +222,7 @@ Get statistics about a Pinecone index, including per-namespace vector counts
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io"\) |
+| `indexHost` | string | Yes | Full Pinecone index host URL \(e.g., "https://my-index-abc123.svc.pinecone.io") |
 | `filter` | object | No | Metadata filter to limit which vectors are counted \(pod-based indexes only, e.g., \{"category": \{"$eq": "product"\}\}\) |
 | `apiKey` | string | Yes | Pinecone API key |
 
diff --git a/apps/docs/content/docs/integrations/pipedrive-service-account.mdx b/apps/docs/content/docs/integrations/pipedrive-service-account.mdx
index 821fe5a156c..b6c6b3d3663 100644
--- a/apps/docs/content/docs/integrations/pipedrive-service-account.mdx
+++ b/apps/docs/content/docs/integrations/pipedrive-service-account.mdx
@@ -7,7 +7,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-Pipedrive personal API tokens let your workflows authenticate to Pipedrive without a person's OAuth login. The token is issued per user per company, doesn't expire on its own, and stays valid until it's regenerated or the user is deactivated — no OAuth consent to renew.
+Connect Pipedrive with an API token for one user in one company. The token uses that user's data access and remains valid until it is regenerated or the user loses access.
 
 The token carries the full data access of the Pipedrive user it belongs to, in that one company. For production workflows, create it from a dedicated Pipedrive user so a teammate leaving or regenerating their token doesn't break your automations.
 
@@ -66,7 +66,6 @@ Pipedrive gives API-token traffic lower burst rate limits than OAuth (roughly a
 Pipedrive tokens don't expire on a schedule. To rotate one, regenerate it on the same **Personal preferences** → **API** page, then paste the new value into the credential in Sim right away — the old token stops working the moment a new one is generated.
 
 <FAQ items={[
-  { question: "Why an API token instead of OAuth?", answer: "The token doesn't depend on any user staying logged in or re-consenting, and it never expires on its own. Issued from a dedicated Pipedrive user, it's a stable credential for automated workflows." },
   { question: "What can the token access?", answer: "Everything the Pipedrive user it belongs to can access, in that one company. There are no scopes to narrow it — pick the issuing user accordingly." },
   { question: "My token validates but a mailbox or projects block fails — why?", answer: "API tokens ignore scopes, but features like Mailbox and Projects still depend on your Pipedrive plan. A valid token doesn't unlock endpoints your plan doesn't include." },
   { question: "What happens if the user who owns the token is deactivated?", answer: "The token stops working immediately. Issue a new token from an active user (ideally a dedicated integration user) and update the credential in Sim." },
diff --git a/apps/docs/content/docs/integrations/pipedrive.mdx b/apps/docs/content/docs/integrations/pipedrive.mdx
index 1cda528615d..cc2fe132c32 100644
--- a/apps/docs/content/docs/integrations/pipedrive.mdx
+++ b/apps/docs/content/docs/integrations/pipedrive.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Pipedrive](https://www.pipedrive.com) is a sales-focused CRM platform designed to help sales teams manage leads, track deals, and optimize their sales pipeline. Built with simplicity and effectiveness in mind, Pipedrive provides intuitive visual pipeline management and actionable sales insights.
-
-With the Pipedrive integration in Sim, you can:
-
-- **Manage deals**: List, get, create, and update deals in your sales pipeline
-- **Manage leads**: Get, create, update, and delete leads for prospect tracking
-- **Track activities**: Get, create, and update sales activities such as calls, meetings, and tasks
-- **Manage projects**: List and create projects for post-sale delivery tracking
-- **Access pipelines**: Get pipeline configurations and list deals within specific pipelines
-- **Retrieve files**: Access files attached to deals, contacts, or other records
-- **Access email**: Get mail messages and threads linked to CRM records
-
-In Sim, the Pipedrive integration enables your agents to interact with your sales workflow as part of automated processes. Agents can qualify leads, manage deals through pipeline stages, schedule activities, and keep CRM data synchronized—enabling intelligent sales automation.
+Use [Pipedrive](https://www.pipedrive.com) to manage deals, leads, activities, and projects, inspect pipelines, and retrieve CRM files and mail threads.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/pitchbook.mdx b/apps/docs/content/docs/integrations/pitchbook.mdx
index 40cb5d516bf..a8b3cb94b83 100644
--- a/apps/docs/content/docs/integrations/pitchbook.mdx
+++ b/apps/docs/content/docs/integrations/pitchbook.mdx
@@ -11,25 +11,15 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[PitchBook](https://pitchbook.com/) is a private capital market database covering companies, deals, investors, funds, limited partners, and the people behind them. The PitchBook API is a separate, contracted add-on to a platform subscription — every call spends credits from a purchased balance.
+[PitchBook](https://pitchbook.com/) provides private-market company, deal, investor, fund, limited-partner, and people data. Its API is a separate contracted add-on to a platform subscription, and calls spend purchased credits.
 
-With the PitchBook integration in Sim, you can:
+Search for entity IDs, retrieve their datasets, inspect changed datasets for incremental sync, and check credit usage. The action reference lists the available company, deal, fund, investor, news, and related datasets.
 
-- **Search every entity type**: Resolve a name, website, or ticker to a PitchBook ID, or run a filtered search across companies, deals, investors, people, funds, limited partners, and service providers
-- **Profile companies**: Pull firmographics, industries and verticals, the full investor list, complete deal history, latest financing and debt financing, reported financials, similar companies, VC exit predictions, and web/social growth metrics
-- **Dig into deals**: Read deal summaries and full detail, valuations and multiples, participating investors and exiters, share terms, cap table history, funding tranches, and debt with its lenders
-- **Track investors and funds**: Fetch investor profiles, holdings, managed funds, board seats, and stated investment preferences, plus fund performance, peer benchmarks, cash flows, commitments, and team
-- **Map limited partners**: Retrieve commitment history and totals by fund type, commitment preferences, and actual versus target asset allocations
-- **Research people and patents**: Look up biographies, contact details, education and work history, and search a company's patent portfolio
-- **Follow credit markets**: Search PitchBook credit analysis news, or pull single and bulk articles in full
-- **Sync incrementally**: Ask any entity which of its datasets changed in a window, so a scheduled workflow only refetches what actually moved
-- **Watch your spend**: Report credit usage, contract balances, per-endpoint call costs, and the lookup-table codes the search filters expect
-
-### Authentication
+## Authentication
 
 PitchBook uses an API key sent as `Authorization: PB-Token {key}`, not a bearer token. Keys are issued by your PitchBook account team alongside a credit balance; a sandbox key is available for testing, and the **List Sandbox Entities** operation returns the IDs that key is allowed to query.
 
-### Working with filters
+## Working with filters
 
 PitchBook range filters carry their operator inside the value rather than as a separate parameter:
 
@@ -42,8 +32,6 @@ PitchBook range filters carry their operator inside the value rather than as a s
 | `10^100` | between 10 and 100 |
 
 Amounts are in millions. Codes such as industries, verticals, and deal types are not free text — use **List Lookup Tables** to find the right table, then **Get Lookup Table Codes** to read its values. Any documented filter without a dedicated field can be passed through **Additional Filters** as a JSON object.
-
-In Sim, the PitchBook integration lets agents research private markets as part of an automated workflow — resolving a company to its PitchBook ID, assembling a diligence brief, screening investors against an ideal profile, or posting a scheduled deal-flow digest to the team.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/polymarket.mdx b/apps/docs/content/docs/integrations/polymarket.mdx
index 48f9449a0bc..f0e98a34842 100644
--- a/apps/docs/content/docs/integrations/polymarket.mdx
+++ b/apps/docs/content/docs/integrations/polymarket.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Polymarket](https://polymarket.com) is a decentralized prediction markets platform where users can trade on the outcome of future events using blockchain technology. Polymarket provides a comprehensive API, enabling developers and agents to access live market data, event listings, price information, and orderbook statistics to power data-driven workflows and AI automations.
-
-With Polymarket’s API and Sim integration, you can enable agents to programmatically retrieve prediction market information, explore open markets and associated events, analyze historical price data, and access orderbooks and market midpoints. This creates new possibilities for research, automated analysis, and developing intelligent agents that react to real-time event probabilities derived from market prices.
-
-Key features of the Polymarket integration include:
-
-- **Market Listing & Filtering:** List all current or historical prediction markets, filter by tag, sort, and paginate through results.
-- **Market Detail:** Retrieve details for a single market by market ID or slug, including its outcomes and status.
-- **Event Listings:** Access lists of Polymarket events and detailed event information.
-- **Orderbook & Price Data:** Analyze the orderbook, get the latest market prices, view the midpoint, or obtain historical price information for any market.
-- **Automation Ready:** Build agents or tools that react programmatically to market developments, changing odds, or specific event outcomes.
-
-By using these documented API endpoints, you can seamlessly integrate Polymarket’s rich on-chain prediction market data into your own AI workflows, dashboards, research tools, and trading automations.
+Use [Polymarket](https://polymarket.com) in Sim to retrieve prediction-market data: markets, events, orderbooks, prices, price history, positions, trades, and related statistics. These read operations support research, reporting, and monitoring workflows.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/postgresql.mdx b/apps/docs/content/docs/integrations/postgresql.mdx
index befff818584..5f0cbdb20b3 100644
--- a/apps/docs/content/docs/integrations/postgresql.mdx
+++ b/apps/docs/content/docs/integrations/postgresql.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[PostgreSQL](https://www.postgresql.org/) is a widely used open-source relational database system known for reliability, extensibility, and standards compliance. It stores structured data in tables and supports SQL for querying, transactions, and schema management.
-
-With this integration, you can:
-
-- **Query data**: Run SELECT statements to retrieve rows from a database
-- **Insert, update, and delete data**: Write, modify, and remove rows in a table
-- **Execute raw SQL**: Run arbitrary SQL statements directly against the database
-- **Introspect schemas**: Retrieve table structures, columns, primary/foreign keys, and indexes
-
-In Sim, the PostgreSQL integration allows your agents to connect to a PostgreSQL database and query, insert, update, delete, and execute raw SQL against it, as well as introspect the database schema to discover tables, columns, and relationships. This gives your agents the ability to read and write structured data as part of a workflow, and to understand a database's structure before generating or running queries against it.
+Use [PostgreSQL](https://www.postgresql.org/) to query and modify rows, execute SQL, and inspect tables, columns, keys, and indexes. Schema inspection lets a workflow discover the database structure before generating a query.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/prospeo.mdx b/apps/docs/content/docs/integrations/prospeo.mdx
index 02f906c0a8c..64bf709f4ac 100644
--- a/apps/docs/content/docs/integrations/prospeo.mdx
+++ b/apps/docs/content/docs/integrations/prospeo.mdx
@@ -11,26 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Prospeo](https://prospeo.io/) is a B2B data platform that finds verified work emails and mobile numbers, enriches person and company profiles, and exposes a searchable database of leads and companies through 20+ filters.
-
-With Prospeo, you can:
-
-- **Find verified contact details**: Discover work emails and mobile numbers from a name, LinkedIn URL, or company
-- **Enrich people and companies**: Fill in profile data including job history, location, technology stack, and funding signals
-- **Bulk-enrich at scale**: Process arrays of identifiers in a single request for high-volume workflows
-- **Search the B2B database**: Filter leads and accounts by job title, location, industry, headcount, and more
-- **Monitor account usage**: Check remaining credits, used credits, and renewal dates before running expensive operations
-
-In Sim, the Prospeo integration lets your agents perform contact discovery and CRM enrichment programmatically:
-
-- **Enrich a person**: Use `prospeo_enrich_person` to match a contact and return verified email, mobile, and profile data
-- **Enrich a company**: Use `prospeo_enrich_company` to resolve a domain, LinkedIn URL, or name into a full company profile
-- **Bulk enrichment**: Use `prospeo_bulk_enrich_person` and `prospeo_bulk_enrich_company` for batched workflows
-- **Search the database**: Use `prospeo_search_person` and `prospeo_search_company` with JSON filter objects to surface leads
-- **Build dynamic filter UIs**: Use `prospeo_search_suggestions` to autocomplete locations and job titles
-- **Track usage**: Use `prospeo_account_information` to monitor credits and plan status from within a workflow
-
-This turns Prospeo into a reliable contact and company data source for your agents — wire it into sales prospecting, CRM hygiene, lead scoring, or any pipeline that depends on accurate B2B identity data.
+Use [Prospeo](https://prospeo.io/) to search and enrich people and companies, including bulk enrichment. Search Suggestions supplies filter values such as locations and job titles; Account Information reports credit usage and plan status.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/qdrant.mdx b/apps/docs/content/docs/integrations/qdrant.mdx
index 67dd2128878..d1b833e1cb1 100644
--- a/apps/docs/content/docs/integrations/qdrant.mdx
+++ b/apps/docs/content/docs/integrations/qdrant.mdx
@@ -11,23 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Qdrant](https://qdrant.tech) is an open-source vector database designed for efficient storage, management, and retrieval of high-dimensional vector embeddings. Qdrant enables fast and scalable semantic search, making it ideal for AI applications that require similarity search, recommendation systems, and contextual information retrieval.
-
-With Qdrant, you can:
-
-- **Store vector embeddings**: Efficiently manage and persist high-dimensional vectors at scale
-- **Perform semantic similarity search**: Find the most similar vectors to a query vector in real time
-- **Filter and organize data**: Use advanced filtering to narrow down search results based on metadata or payload
-- **Fetch specific points**: Retrieve vectors and their associated payloads by ID
-- **Scale seamlessly**: Handle large collections and high-throughput workloads
-
-In Sim, the Qdrant integration enables your agents to interact with Qdrant programmatically as part of their workflows. Supported operations include:
-
-- **Upsert**: Insert or update points (vectors and payloads) in a Qdrant collection
-- **Search**: Perform similarity search to find vectors most similar to a given query vector, with optional filtering and result customization
-- **Fetch**: Retrieve specific points from a collection by their IDs, with options to include payloads and vectors
-
-This integration allows your agents to leverage powerful vector search and management capabilities, enabling advanced automation scenarios such as semantic search, recommendation, and contextual retrieval. By connecting Sim with Qdrant, you can build agents that understand context, retrieve relevant information from large datasets, and deliver more intelligent and personalized responses—all without managing complex infrastructure.
+Use [Qdrant](https://qdrant.tech) in Sim to upsert points, search for similar vectors with optional payload filters, and fetch points by ID. Points contain vectors and associated payload data; fetch and search options control which fields are returned.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -47,7 +31,7 @@ Insert or update points in a Qdrant collection
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `url` | string | Yes | Qdrant instance URL \(e.g., https://your-cluster.qdrant.io\) |
+| `url` | string | Yes | Qdrant instance URL \(e.g., https://your-cluster.qdrant.io) |
 | `apiKey` | string | No | Qdrant API key for authentication |
 | `collection` | string | Yes | Collection name for upsert \(e.g., "my_collection"\) |
 | `points` | array | Yes | Array of points to upsert |
@@ -69,7 +53,7 @@ Search for similar vectors in a Qdrant collection
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `url` | string | Yes | Qdrant instance URL \(e.g., https://your-cluster.qdrant.io\) |
+| `url` | string | Yes | Qdrant instance URL \(e.g., https://your-cluster.qdrant.io) |
 | `apiKey` | string | No | Qdrant API key for authentication |
 | `collection` | string | Yes | Collection name to search \(e.g., "my_collection"\) |
 | `vector` | array | Yes | Query vector for similarity search \(e.g., \[0.1, 0.2, 0.3, ...\]\) |
@@ -101,7 +85,7 @@ Fetch points by ID from a Qdrant collection
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `url` | string | Yes | Qdrant instance URL \(e.g., https://your-cluster.qdrant.io\) |
+| `url` | string | Yes | Qdrant instance URL \(e.g., https://your-cluster.qdrant.io) |
 | `apiKey` | string | No | Qdrant API key for authentication |
 | `collection` | string | Yes | Collection name to fetch from \(e.g., "my_collection"\) |
 | `ids` | array | Yes | Array of point IDs to fetch \(e.g., \["id1", "id2"\] or \[1, 2\]\) |
diff --git a/apps/docs/content/docs/integrations/quartr.mdx b/apps/docs/content/docs/integrations/quartr.mdx
index 885d55bb818..ab8c2d97a98 100644
--- a/apps/docs/content/docs/integrations/quartr.mdx
+++ b/apps/docs/content/docs/integrations/quartr.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Quartr](https://quartr.com/) is an investor relations data platform that provides structured, AI-ready access to live and historical earnings data from more than 15,000 public companies across 65+ markets. It covers earnings calls, transcripts, filings, reports, slide presentations, and AI-generated event summaries.
-
-With the Quartr integration in Sim, you can:
-
-- **Look up companies**: Find any covered public company by ticker, ISIN, CIK, OpenFIGI, country, or exchange, and resolve it to a Quartr company ID.
-- **Track corporate events**: List earnings calls and other corporate events by company, event type, and date range, or retrieve a single event with its fiscal period details.
-- **Summarize earnings calls**: Fetch AI-generated event summaries in one-line, short, or long form — with source references back to the underlying documents.
-- **Download filings and reports**: List 10-Ks, 10-Qs, earnings releases, and other filings, and download report PDFs directly into your workflow as files.
-- **Work with slide decks and transcripts**: Retrieve investor presentation PDFs and structured transcript JSON files (with timestamps and speaker identification) for downstream analysis.
-- **Access event audio**: Get download and streaming URLs for archived earnings call audio, including where the Q&A section starts.
-- **Monitor live events**: List live and upcoming events with their live audio and transcript stream URLs to react the moment a company goes live.
+Use [Quartr](https://quartr.com/) to look up companies and corporate events, retrieve event summaries, and access reports, slide decks, transcripts, and audio.
 
 Downloaded reports, slide decks, and transcripts are stored as execution files, so they can be passed straight into agents, knowledge bases, or other blocks in your workflow.
 
diff --git a/apps/docs/content/docs/integrations/rabbitmq.mdx b/apps/docs/content/docs/integrations/rabbitmq.mdx
index e76ea83c5ab..e3ef5fe5b1b 100644
--- a/apps/docs/content/docs/integrations/rabbitmq.mdx
+++ b/apps/docs/content/docs/integrations/rabbitmq.mdx
@@ -11,25 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[RabbitMQ](https://www.rabbitmq.com/) is an open-source message broker that sits between the parts of a system that produce work and the parts that do it. A producer publishes a message to an **exchange**, the exchange matches the message's **routing key** against its **bindings**, and every matching **queue** holds the message until a consumer takes it. That indirection is the point: producers never need to know who consumes their messages, and a queue absorbs bursts that would otherwise overwhelm a downstream service.
+Use [RabbitMQ](https://www.rabbitmq.com/)'s Management HTTP API to publish and inspect messages, manage queue topology, and check broker health. Messages are published to exchanges and routed through bindings into queues.
 
-**Why RabbitMQ?**
-- **Durable buffering:** A queue holds work while consumers are slow, restarting, or offline, so a traffic spike becomes a backlog to work through rather than dropped requests.
-- **Flexible routing:** Direct exchanges route on an exact key, topic exchanges on wildcard patterns like `orders.*`, fanout exchanges to every bound queue, and headers exchanges on message metadata.
-- **Delivery guarantees:** Messages and queues can be marked durable so they survive a broker restart, and unacknowledged messages return to the queue when a consumer dies mid-work.
-- **Failure handling built in:** Dead-letter exchanges, per-message TTLs, and queue length limits let you decide up front what happens to work that expires, overflows, or repeatedly fails.
-- **Runs anywhere:** Self-hosted on your own infrastructure, or managed through providers such as CloudAMQP and Amazon MQ.
-
-**Using RabbitMQ in Sim**
-
-Sim talks to RabbitMQ over its **Management HTTP API** — the same interface behind the RabbitMQ management UI — using the management plugin's base URL plus a username and password. There is no AMQP connection to configure and no client library to install; if you can reach the management UI in a browser, Sim can reach your broker.
-
-**Key benefits of using RabbitMQ in Sim:**
-- **Publish from any workflow step:** Hand off enriched or classified data to an existing service by publishing to an exchange, without that service needing to know Sim exists.
-- **Inspect queues without consuming them:** The default acknowledgement mode requeues what it reads, so an agent can examine a dead-letter backlog and leave the messages exactly where they were.
-- **Triage failures with an agent:** Read a dead-letter queue, let an agent group messages by root cause, and route the summary to Slack, PagerDuty, or a table.
-- **Monitor broker health on a schedule:** List queues and read the broker overview to catch a queue whose depth is climbing or that has lost all its consumers.
-- **Declare topology as part of a workflow:** Create queues, set arguments such as quorum type or dead-lettering, and bind them to exchanges as an automated setup step.
+The default acknowledgement mode requeues messages after reading them, so an inspection workflow can leave messages available to other consumers.
 
 **Before you start**
 
diff --git a/apps/docs/content/docs/integrations/rds.mdx b/apps/docs/content/docs/integrations/rds.mdx
index 412a085d3fd..65881614b13 100644
--- a/apps/docs/content/docs/integrations/rds.mdx
+++ b/apps/docs/content/docs/integrations/rds.mdx
@@ -11,25 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Amazon RDS Aurora Serverless](https://aws.amazon.com/rds/aurora/serverless/) is a fully managed relational database that automatically starts up, shuts down, and scales capacity based on your application's needs. It allows you to run SQL databases in the cloud without managing database servers.
-
-With RDS Aurora Serverless, you can:
-
-- **Query data**: Run flexible SQL queries across your tables
-- **Insert new records**: Add data to your database automatically
-- **Update existing records**: Modify data in your tables using custom filters
-- **Delete records**: Remove unwanted data using precise criteria
-- **Execute raw SQL**: Run any valid SQL command supported by Aurora
-
-In Sim, the RDS integration enables your agents to work with Amazon Aurora Serverless databases securely and programmatically. Supported operations include:
-
-- **Query**: Run SELECT and other SQL queries to fetch rows from your database
-- **Insert**: Insert new records into tables with structured data
-- **Update**: Change data in rows that match your specified conditions
-- **Delete**: Remove records from a table by custom filters or criteria
-- **Execute**: Run raw SQL for advanced scenarios
-
-This integration allows your agents to automate a wide range of database operations without manual intervention. By connecting Sim with Amazon RDS, you can build agents that manage, update, and retrieve relational data within your workflows—all without handling database infrastructure or connections.
+Use [Amazon RDS Aurora Serverless](https://aws.amazon.com/rds/aurora/serverless/) through the Data API to query or modify rows, execute SQL, and inspect the database schema from a workflow.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/reddit.mdx b/apps/docs/content/docs/integrations/reddit.mdx
index b1dee3befe6..ae47b38b83b 100644
--- a/apps/docs/content/docs/integrations/reddit.mdx
+++ b/apps/docs/content/docs/integrations/reddit.mdx
@@ -11,14 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Reddit](https://www.reddit.com/) is a social platform where users share and discuss content in topic-based communities called subreddits.
-
-In Sim, you can use the Reddit integration to:
-
-- **Get Posts**: Retrieve posts from any subreddit, with options to sort (Hot, New, Top, Rising) and filter Top posts by time (Day, Week, Month, Year, All Time).
-- **Get Comments**: Fetch comments from a specific post, with options to sort and set the number of comments.
-
-These operations let your agents access and analyze Reddit content as part of your automated workflows.
+[Reddit](https://www.reddit.com/) organizes discussions into subreddits. Use this integration to read or search posts and comments, submit posts and replies, manage messages, and inspect users and communities. Moderator actions are listed separately in the reference below.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/redis.mdx b/apps/docs/content/docs/integrations/redis.mdx
index 801bfc9e296..bbfc904323d 100644
--- a/apps/docs/content/docs/integrations/redis.mdx
+++ b/apps/docs/content/docs/integrations/redis.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Redis](https://redis.io/) is an open-source, in-memory data structure store, used as a distributed key-value database, cache, and message broker. Redis supports a variety of data structures including strings, hashes, lists, sets, and more, making it highly flexible for different application scenarios.
-
-With Redis, you can:
-
-- **Store and retrieve key-value data instantly**: Use Redis as a fast database, cache, or session store for high performance.
-- **Work with multiple data structures**: Manage not just strings, but also lists, hashes, sets, sorted sets, streams, and bitmaps.
-- **Perform atomic operations**: Safely manipulate data using atomic commands and transactions.
-- **Support pub/sub messaging**: Use Redis’s publisher/subscriber features for real-time event handling and messaging.
-- **Set automatic expiration policies**: Assign TTLs to keys for caching and time-sensitive data.
-- **Scale horizontally**: Use Redis Cluster for sharding, high availability, and scalable workloads.
-
-In Sim, the Redis integration lets your agents connect to any Redis-compatible instance to perform key-value, hash, list, and utility operations. You can build workflows that involve storing, retrieving, or manipulating data in Redis, or manage your app’s cache, sessions, or real-time messaging, directly within your Sim workspace.
+Use [Redis](https://redis.io/) in Sim through a direct connection to a Redis instance. Workflows can read and write keys, work with hashes and lists, increment values, set expiration times, and run commands.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/reducto.mdx b/apps/docs/content/docs/integrations/reducto.mdx
index ea70bbd72d6..daec503bc1c 100644
--- a/apps/docs/content/docs/integrations/reducto.mdx
+++ b/apps/docs/content/docs/integrations/reducto.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-The [Reducto](https://reducto.ai/) tool enables fast and accurate extraction of text and data from PDF documents via OCR (Optical Character Recognition). Reducto is designed for agent workflows, making it easy to process uploaded or linked PDFs and transform their contents into ready-to-use information.
-
-With the Reducto tool, you can:
-
-- **Extract text and tables from PDFs**: Quickly convert scanned or digital PDFs to text, markdown, or structured JSON.
-- **Parse PDFs from uploads or URLs**: Process documents either by uploading a PDF or specifying a direct URL.
-- **Customize output formatting**: Choose your preferred output format—markdown, plain text, or JSON—and specify table formats as markdown or HTML.
-- **Select specific pages**: Optionally extract content from particular pages to optimize processing and focus on what matters.
-- **Receive detailed processing metadata**: Alongside extracted content, get job details, processing times, source file info, page counts, and OCR usage stats for audit and automation.
-
-Whether you’re automating workflow steps, extracting business-critical information, or unlocking archival documents for search and analysis, Reducto’s OCR parser gives you structured, actionable data from even the most complex PDFs.
-
-Looking for reliable and scalable PDF parsing? Reducto is optimized for developer and agent use—providing accuracy, speed, and flexibility for modern document understanding.
+Use [Reducto](https://reducto.ai/) to extract content from a PDF supplied as an upload or file reference. Optionally select 1-indexed pages and choose Markdown or HTML for table output. The result includes parsed chunks and blocks, job metadata, and usage information.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/revenuecat.mdx b/apps/docs/content/docs/integrations/revenuecat.mdx
index 2f031167321..e4f630f5e2a 100644
--- a/apps/docs/content/docs/integrations/revenuecat.mdx
+++ b/apps/docs/content/docs/integrations/revenuecat.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[RevenueCat](https://www.revenuecat.com/) is a subscription management platform that enables you to easily set up, manage, and analyze in-app subscriptions for your apps. With RevenueCat, you can handle the complexities of in-app purchases across platforms like iOS, Android, and web—all through a single unified API.
-
-With RevenueCat, you can:
-
-- **Manage subscribers**: Track user subscriptions, entitlements, and purchases across all platforms in real time
-- **Simplify implementation**: Integrate RevenueCat’s SDKs to abstract away App Store and Play Store purchase logic
-- **Automate entitlement logic**: Define and manage what features users should receive when they purchase or renew
-- **Analyze revenue**: Access dashboards and analytics to view churn, LTV, revenue, active subscriptions, and more
-- **Grant or revoke entitlements**: Manually adjust user access (for example, for customer support or promotions)
-- **Operate globally**: Support purchases, refunds, and promotions worldwide with ease
-
-In Sim, the RevenueCat integration allows your agents to fetch and manage subscriber data, review and update entitlements, and automate subscription-related workflows. Use RevenueCat to centralize subscription operations for your apps directly within your Sim workspace.
+Use [RevenueCat](https://www.revenuecat.com/) in Sim to retrieve subscriber data, manage entitlements and offerings, record purchases, update subscriber attributes, and manage Google Play subscription billing.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/rippling.mdx b/apps/docs/content/docs/integrations/rippling.mdx
index c1203881b0d..5842b4a299b 100644
--- a/apps/docs/content/docs/integrations/rippling.mdx
+++ b/apps/docs/content/docs/integrations/rippling.mdx
@@ -11,30 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Rippling](https://www.rippling.com/) is a unified workforce management platform that brings together HR, IT, and Finance into a single system. Rippling lets companies manage payroll, benefits, devices, apps, and more — all from one place — while automating the tedious manual work that typically bogs down HR teams. Its Platform REST API provides programmatic access to workers, users, departments, teams, custom objects, business partners, supergroups, and more.
-
-**Why Rippling?**
-- **Comprehensive Workforce Data:** Access workers, users, companies, entitlements, departments, teams, titles, employment types, job functions, work locations, and custom fields — your complete organizational graph in one API.
-- **Custom Objects Platform:** Create, manage, and query custom objects with typed fields, records, and bulk operations — extend Rippling's data model to fit your business.
-- **Business Partner Management:** Track vendors, contractors, and external partners with full CRUD operations and grouping support via business partner groups.
-- **Supergroup Access Control:** Manage dynamic permission groups with granular inclusion and exclusion member lists for fine-grained access control.
-- **Platform Extensibility:** Build custom apps, pages, settings, and object categories that live natively inside Rippling's UI.
-- **Automated Reporting:** Trigger report runs programmatically and poll for results to build fully automated reporting pipelines.
-
-**Using Rippling in Sim**
-
-Sim's Rippling integration connects your agentic workflows directly to your Rippling account using an API key. With 86 operations spanning workers, users, departments, teams, titles, work locations, business partners, supergroups, custom objects, custom apps, custom pages, custom settings, object categories, reports, and draft hires, you can build powerful HR and platform automations without writing backend code.
-
-**Key benefits of using Rippling in Sim:**
-- **Worker and user management:** List, search, and retrieve worker and user details to power onboarding checklists, offboarding workflows, and org chart updates.
-- **Organizational intelligence:** Query departments, teams, titles, employment types, job functions, work locations, and custom fields to build dynamic org reports or trigger actions based on structural changes.
-- **Custom object automation:** Create custom objects, define fields, and manage records — including bulk create, update, and delete operations — to extend Rippling's data model for your workflows.
-- **Business partner workflows:** Manage vendors and external partners with full lifecycle operations including grouping and categorization.
-- **Platform app development:** Create and manage custom apps, pages, settings, and object categories that extend Rippling's native functionality.
-- **Report automation:** Trigger report runs and poll for results to build automated reporting pipelines without manual intervention.
-- **Draft hire onboarding:** Push one or more draft hires into Rippling's onboarding flow in a single call, complete with all required employee data.
-
-Whether you're automating new hire onboarding, managing custom object data, building organizational reports, or extending Rippling's platform with custom apps, Rippling in Sim gives you direct, secure access to the full Rippling Platform REST API — no middleware required. Simply configure your API key, select the operation you need, and let Sim handle the rest.
+Use [Rippling](https://www.rippling.com/) to read workforce data, manage organizational resources and custom objects, and configure custom apps and pages. Connect with an API key. Reporting actions start a report run and retrieve its result; Create Draft Hires submits employees to the onboarding flow.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/rootly.mdx b/apps/docs/content/docs/integrations/rootly.mdx
index 2e6833ea14e..7860bd0c6cc 100644
--- a/apps/docs/content/docs/integrations/rootly.mdx
+++ b/apps/docs/content/docs/integrations/rootly.mdx
@@ -11,28 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Rootly](https://rootly.com/) is an incident management platform that helps teams respond to, mitigate, and learn from incidents — all without leaving Slack or your existing tools. Rootly automates on-call alerting, incident workflows, status page updates, and retrospectives so engineering teams can resolve issues faster and reduce toil.
-
-**Why Rootly?**
-- **End-to-End Incident Management:** Create, track, update, and resolve incidents with full lifecycle support — from initial triage through retrospective.
-- **On-Call Alerting:** Create and manage alerts with deduplication, routing, and escalation to ensure the right people are notified immediately.
-- **Timeline Events:** Add structured timeline events to incidents for clear, auditable incident narratives.
-- **Service Catalog:** Maintain a catalog of services and map them to incidents for precise impact tracking.
-- **Severity & Prioritization:** Use configurable severity levels to prioritize incidents and drive appropriate response urgency.
-- **Retrospectives:** Access post-incident retrospectives to identify root causes, capture learnings, and drive reliability improvements.
-
-**Using Rootly in Sim**
-
-Sim's Rootly integration connects your agentic workflows directly to your Rootly account using an API key. With operations spanning incidents, alerts, services, severities, teams, environments, functionalities, incident types, and retrospectives, you can build powerful incident management automations without writing backend code.
-
-**Key benefits of using Rootly in Sim:**
-- **Automated incident creation:** Trigger incident creation from monitoring alerts, customer reports, or anomaly detection workflows with full metadata including severity, services, and teams.
-- **Incident lifecycle automation:** Automatically update incident status, add timeline events, and attach mitigation or resolution messages as your response progresses.
-- **Alert management:** Create and list alerts with deduplication support to integrate Rootly into your existing monitoring and notification pipelines.
-- **Organizational awareness:** Query services, severities, teams, environments, functionalities, and incident types to build context-aware incident workflows.
-- **Retrospective insights:** List and filter retrospectives to feed post-incident learnings into continuous improvement workflows.
-
-Whether you're automating incident response, building on-call alerting pipelines, or driving post-incident learning, Rootly in Sim gives you direct, secure access to the Rootly API — no middleware required. Simply configure your API key, select the operation you need, and let Sim handle the rest.
+Use [Rootly](https://rootly.com/) in Sim with a Rootly API key to manage incidents and alerts, add timeline events, and look up services, severities, teams, environments, and incident types. Alert operations support deduplication; retrospective operations retrieve post-incident records for review.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/s3.mdx b/apps/docs/content/docs/integrations/s3.mdx
index 3a8277b75c6..e16a0937dc4 100644
--- a/apps/docs/content/docs/integrations/s3.mdx
+++ b/apps/docs/content/docs/integrations/s3.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Amazon S3](https://aws.amazon.com/s3/) is a highly scalable, secure, and durable cloud storage service provided by Amazon Web Services. It's designed to store and retrieve any amount of data from anywhere on the web, making it one of the most widely used cloud storage solutions for businesses of all sizes.
-
-With Amazon S3, you can:
-
-- **Store unlimited data**: Upload files of any size and type with virtually unlimited storage capacity
-- **Access from anywhere**: Retrieve your files from anywhere in the world with low-latency access
-- **Ensure data durability**: Benefit from 99.999999999% (11 9's) durability with automatic data replication
-- **Control access**: Manage permissions and access controls with fine-grained security policies
-- **Scale automatically**: Handle varying workloads without manual intervention or capacity planning
-- **Integrate seamlessly**: Connect with other AWS services and third-party applications easily
-- **Optimize costs**: Choose from multiple storage classes to optimize costs based on access patterns
-
-In Sim, the S3 integration enables your agents to retrieve and access files stored in your Amazon S3 buckets using secure presigned URLs. This allows for powerful automation scenarios such as processing documents, analyzing stored data, retrieving configuration files, and accessing media content as part of your workflows. Your agents can securely fetch files from S3 without exposing your AWS credentials, making it easy to incorporate cloud-stored assets into your automation processes. This integration bridges the gap between your cloud storage and AI workflows, enabling seamless access to your stored data while maintaining security best practices through AWS's robust authentication mechanisms.
+Use [Amazon S3](https://aws.amazon.com/s3/) to manage objects and buckets from a workflow. Upload, download, copy, or delete objects, inspect metadata, and create time-limited presigned URLs. Configure an AWS access key and secret access key.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -72,7 +60,7 @@ Retrieve an object from an AWS S3 bucket
 | `accessKeyId` | string | Yes | Your AWS Access Key ID |
 | `secretAccessKey` | string | Yes | Your AWS Secret Access Key |
 | `region` | string | No | Optional region override when URL does not include region \(e.g., us-east-1, eu-west-1\) |
-| `s3Uri` | string | Yes | S3 Object URL \(e.g., https://bucket.s3.region.amazonaws.com/path/to/file\) |
+| `s3Uri` | string | Yes | S3 Object URL \(e.g., https://bucket.s3.region.amazonaws.com/path/to/file) |
 
 #### Output
 
diff --git a/apps/docs/content/docs/integrations/sailpoint.mdx b/apps/docs/content/docs/integrations/sailpoint.mdx
index 332e4c9d30e..33179d878ba 100644
--- a/apps/docs/content/docs/integrations/sailpoint.mdx
+++ b/apps/docs/content/docs/integrations/sailpoint.mdx
@@ -11,8 +11,6 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-## MANUAL DESCRIPTION
-
 The SailPoint integration connects Sim workflows to SailPoint Identity Security Cloud (ISC) with a Personal Access Token (PAT). Enter the tenant name from your ISC URL—or the full `*.api.identitynow.com` / `*.api.identitynowgov.com` host—plus the PAT client ID and client secret. Sim exchanges those credentials at the tenant's `/oauth/token` endpoint and calls SailPoint's current service-versioned endpoints, such as `/identities/v1`, `/access-requests/v1`, and `/certifications/v1`. There is no global API-version setting.
 
 Create the PAT with the least-privileged scopes required by the actions in your workflow. Common read scopes include `sp:search:read`, `idn:identity:read`, `idn:accounts:read`, `idn:entitlement:read`, `idn:role-unchecked:read` or `idn:role-checked:read`, `idn:access-profile:read`, `idn:sources:read`, `idn:campaign:read`, `idn:access-request-status:read`, `idn:access-request-config:read`, `idn:task-management:read`, and `idn:access-request-approvals:read`. SailPoint lists `idn:access-request:manage` and `idn:access-request-self:manage` for access-request submission, `idn:access-request:create` for account-selection discovery, `idn:access-request:manage` for cancellation, `idn:campaign:manage` for certification decisions and sign-off, `idn:access-request-approvals:manage` for approval actions, `idn:sources:manage` for account import, and `idn:entitlement:manage` for entitlement import and entitlement request configuration. Some identity-governance endpoints require a user-context PAT and an appropriate SailPoint user authority in addition to an OAuth scope; scopes never grant authority beyond the PAT owner's ISC permissions.
@@ -31,7 +29,7 @@ The 40 actions cover six connected workflows: search and entity lookup; account,
 
 ## Usage Instructions
 
-Read and act on identity-governance data in SailPoint Identity Security Cloud (ISC) with a Personal Access Token (PAT) exchanged through OAuth2 client credentials at https://TENANT.api.identitynow.com/oauth/token. SailPoint versions each service independently, so the integration uses current service paths such as /search/v1, /identities/v1, and /access-requests/v1; there is no shared annual API-version setting. Use a PAT whose owner has the ISC user level required by each endpoint because many identity, role, access-profile, certification, approval, and access-request operations require user context in addition to scopes. Common read scopes include sp:search:read, idn:identity:read, idn:accounts:read, idn:entitlement:read, idn:role-unchecked:read or idn:role-checked:read, idn:access-profile:read, idn:sources:read, idn:campaign:read, idn:access-request-status:read, idn:access-request-config:read, idn:task-management:read, and idn:access-request-approvals:read. Mutations additionally use idn:sources:manage for account aggregation, idn:entitlement:manage for entitlement aggregation and entitlement request configuration, idn:campaign:manage for certification decisions and sign-off, the access-request scopes listed by SailPoint for request submission, idn:access-request:create for account-selection discovery, and idn:access-request-approvals:manage for approval actions. A scope alone does not grant authority beyond the PAT owner's ISC permissions, and authorization failures may be returned as provider errors or filtered visibility depending on the endpoint and tenant policy.
+Connect SailPoint Identity Security Cloud with a Personal Access Token to search identity-governance data, manage access requests and approvals, review certifications, and import source data. The token owner and scopes determine the operations available to the integration.
 
 
 
diff --git a/apps/docs/content/docs/integrations/salesforce-service-account.mdx b/apps/docs/content/docs/integrations/salesforce-service-account.mdx
index e77e619391b..38d2afbeb64 100644
--- a/apps/docs/content/docs/integrations/salesforce-service-account.mdx
+++ b/apps/docs/content/docs/integrations/salesforce-service-account.mdx
@@ -7,13 +7,13 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-Salesforce's server-to-server OAuth flows let your workflows authenticate as a dedicated **integration user** instead of through a person's OAuth login. An admin creates an External Client App once and names the integration user whose permissions every API call executes with — no user consent to expire, no browser session, and data access governed entirely by that user's profile and permission sets.
+Connect Salesforce through an External Client App and a dedicated integration user. Sim supports client credentials and JWT bearer authentication; API calls use the selected integration user's profile and permission sets.
 
-This is the recommended way to use Salesforce in production workflows: nothing depends on a person staying logged in, and what the credential can touch is exactly what the integration user can touch. It also works with an **API-only** user, who cannot sign in to the Salesforce UI at all and therefore cannot complete the interactive OAuth flow.
+An **API-only** integration user cannot complete interactive OAuth. Both server-to-server flows support that user type.
 
 Sim supports both server-to-server flows. Pick one:
 
-| | **Client credentials** | **JWT bearer** |
+| Feature | **Client credentials** | **JWT bearer** |
 |---|---|---|
 | What Sim stores | Consumer key + **consumer secret** | Consumer key + **private key** |
 | Who calls run as | The app's **Run As** user | The **username** you name in Sim |
@@ -193,7 +193,7 @@ On the **Salesforce Integration** (API-only) license specifically, SOQL and CRUD
 If a workflow must run reports, a standard-seat integration user is the safe choice.
 </Callout>
 
-## Adding the Service Account to Sim
+## Adding the Integration User App to Sim
 
 <Steps>
   <Step>
@@ -219,9 +219,9 @@ If a workflow must run reports, a standard-seat integration user is the safe cho
   </Step>
 </Steps>
 
-## Using the Service Account in Workflows
+## Using the Credential in Workflows
 
-Add a Salesforce block to your workflow. In the credential dropdown, your Salesforce service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+Add a Salesforce block to your workflow. In the credential dropdown, select the saved Salesforce integration user app. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): Salesforce block in a workflow with the Salesforce service account selected as the credential */}
 
@@ -242,12 +242,11 @@ Deactivating or freezing the integration user — the Run As user for client cre
   { question: "JWT bearer fails with app_not_found — what now?", answer: "Salesforce could not find the app in the org the audience names. Check that the My Domain host belongs to the same org the app is installed in, and that the consumer key is that app's. Since Spring '26 the audience must be your My Domain URL — Sim always uses it, which is why the host has to be exactly right." },
   { question: "JWT bearer fails with an invalid assertion or signature — what now?", answer: "The certificate uploaded to Salesforce does not match the private key pasted into Sim. Regenerate the pair together, re-upload server.crt to the app, and re-paste server.key. Also confirm you pasted the key and not the certificate — Sim flags that inline." },
   { question: "My private key is passphrase-protected — will it work?", answer: "No. Sim collects no passphrase, so decrypt the key first: openssl rsa -in server.pass.key -out server.key. Both PKCS#1 (\"BEGIN RSA PRIVATE KEY\") and PKCS#8 (\"BEGIN PRIVATE KEY\") containers are accepted, so whichever your OpenSSL version emits is fine." },
-  { question: "Why an integration user instead of OAuth?", answer: "The credential authenticates as a dedicated API-only user, not a person — nothing expires when someone leaves or their login lapses. What it can access is exactly the integration user's profile and permission sets, which makes the credential's reach explicit and auditable." },
-  { question: "Adding the credential fails with an authentication error even though the key and secret are right — what now?", answer: "Salesforce likely rejected the token request with invalid_grant (e.g. 'no client credentials user enabled'), which Sim reports as not being able to authenticate with those credentials. The app either doesn't have Enable Client Credentials Flow checked, or no Run As user is set. Edit the app's OAuth policies (External Client App Manager → your app → Policies, or a legacy Connected App's Manage → Edit Policies), enable the flow, and set Run As to your integration user." },
+  { question: "Adding the credential fails with an authentication error even though the key and secret are right — what now?", answer: "Salesforce likely rejected the token request with invalid_grant (e.g. 'no client credentials user enabled'), which Sim reports as not being able to authenticate with those credentials. The app either doesn't have Enable Client Credentials Flow checked, or no Run As user is set. Enable Client Credentials Flow under the app's OAuth settings, then set Run As under its OAuth policies. For a legacy Connected App, use App Manager to edit the OAuth settings and Manage → Edit Policies for Run As." },
   { question: "Setup → App Manager → New Connected App is greyed out — why?", answer: "Salesforce disabled new Connected App creation by default (new orgs since Summer '25, all orgs since Spring '26); re-enabling it requires a Salesforce Support request. You don't need it — create an External Client App instead (Setup → External Client App Manager), which supports the same Client Credentials Flow and produces the same consumer key and secret." },
   { question: "Why do I have to enter a My Domain host instead of login.salesforce.com?", answer: "Salesforce only supports the Client Credentials Flow at your org's My Domain URL — login.salesforce.com and test.salesforce.com are explicitly rejected for this flow. Find yours under Setup → My Domain." },
   { question: "The credential validates but a specific tool fails with a permission error — why?", answer: "Every call runs as the Run As user, so the failing tool needs a permission that user doesn't have. Common gaps: Customize Application for custom field/object tools, Run Reports plus folder access for report tools, and object or field permissions for the records involved. Fix it on the integration user's permission sets and re-run." },
   { question: "Does this work with sandboxes and Developer Edition orgs?", answer: "Yes — enter the sandbox host (yourorg--sandboxname.sandbox.my.salesforce.com) or Developer Edition host (yourorg.develop.my.salesforce.com, with a -dev-ed suffix only if Salesforce generated the name for you) as the My Domain host. Government/military domains (*.my.salesforce.mil) aren't currently supported." },
   { question: "How do I rotate the credentials?", answer: "For client credentials, rotate the Consumer Secret from the app's OAuth settings (External Client App: Settings → OAuth Settings → Consumer Key and Secret; legacy Connected App: Manage Consumer Details), then update the credential in Sim with the new secret. For JWT bearer, generate a new key pair, upload the new certificate to the app, and paste the new private key into Sim. Either way, reconnecting asks you to restate the authentication method — Sim never returns a stored secret, so it cannot pre-select it for you." },
-  { question: "What happens if the integration user is deactivated or frozen?", answer: "All token minting fails with invalid_grant and every workflow using the credential stops. Reactivate the user (or point Run As at a new integration user) and runs resume — no changes needed in Sim." },
+  { question: "What happens if the integration user is deactivated or frozen?", answer: "All token minting fails with invalid_grant and every workflow using the credential stops. Reactivate the user, or configure an active integration user. For client credentials, update the app's Run As policy in Salesforce. For JWT bearer, reconnect the Sim credential with the new Run as username and confirm that user is pre-authorized." },
 ]} />
diff --git a/apps/docs/content/docs/integrations/salesforce.mdx b/apps/docs/content/docs/integrations/salesforce.mdx
index 3a51de3f3af..dbaf0931aca 100644
--- a/apps/docs/content/docs/integrations/salesforce.mdx
+++ b/apps/docs/content/docs/integrations/salesforce.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-The [Salesforce](https://www.salesforce.com/) tool enables you to connect directly to your Salesforce CRM and perform a wide range of customer relationship management operations within your agentic workflows. With seamless and secure integration, you can efficiently access and automate key business processes across your sales, support, and marketing data.
-
-With the Salesforce tool, you can:
-
-- **Retrieve accounts**: Use the `salesforce_get_accounts` operation to fetch Accounts from Salesforce with custom filters, sorting, and field selection.
-- **Create accounts**: Automatically add new Accounts to Salesforce using the `salesforce_create_account` operation, specifying details like name, industry, and billing address.
-- **Manage contacts**: (If provided, similar tooling available for Contacts—add, update, or fetch contacts as needed.)
-- **Handle leads & opportunities**: Integrate lead and opportunity management into your workflow, letting your agents capture, qualify, and update sales pipeline data.
-- **Track cases & tasks**: Automate customer support and follow-up activities by interacting with Cases and Tasks within Salesforce.
-
-The Salesforce tool is ideal for workflows where your agents need to streamline sales, account management, lead generation, and support operations. Whether your agents are syncing data across platforms, providing real-time customer insights, or automating routine CRM updates, the Salesforce tool brings the full power and extensibility of Salesforce into your programmatic, agent-driven processes.
+Use [Salesforce](https://www.salesforce.com/) in Sim to manage accounts, contacts, leads, opportunities, cases, and tasks, run reports and SOQL queries, and create custom fields and objects through the Tooling API.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/sap_concur.mdx b/apps/docs/content/docs/integrations/sap_concur.mdx
index e908e395d79..99973b76e25 100644
--- a/apps/docs/content/docs/integrations/sap_concur.mdx
+++ b/apps/docs/content/docs/integrations/sap_concur.mdx
@@ -11,24 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[SAP Concur](https://www.concur.com/) is a leading cloud-based platform for travel, expense, and invoice management. It helps organizations capture spend across every channel — corporate cards, receipts, mileage, and travel bookings — and route it through approval, audit, and reimbursement workflows.
-
-With SAP Concur, you can:
-
-- **Manage expense reports end-to-end**: Create reports, add expenses and itemizations, allocate costs, attach receipts, and run them through submit/approve/recall/send-back workflows
-- **Capture spend at the source**: Upload receipt images, create quick expenses with images, and pull receipts back for matching and audit
-- **Automate travel programs**: List and inspect trips and itineraries, manage travel requests with cash advance support, and read traveler profiles
-- **Govern users and reference data**: Provision identities via SCIM v4.1, maintain custom lists for cost centers and projects, and look up locations, exchange rates, and budgets
-- **Issue and track cash advances**: Create, retrieve, and issue cash advances tied to travel requests or expense reports
-
-In Sim, the SAP Concur integration empowers your agents to automate AP and travel workflows across every Concur datacenter. Use tool actions to:
-
-- **Drive expense automation**: Programmatically build, submit, and route expense reports without users opening the Concur UI
-- **Sync identities and reference data**: Keep employees, cost centers, and project codes aligned with your HRIS and ERP systems
-- **Process receipts at scale**: Forward receipt images from email or Slack into Concur for OCR, matching, and reimbursement
-- **Build approval bots**: Surface pending reports to managers, summarize line items, and approve or send back with a single message
-
-These capabilities let you eliminate manual data entry, accelerate close cycles, and run your travel and expense program as code — all as part of your workflows.
+Use [SAP Concur](https://www.concur.com/) to manage expense reports, receipts, travel requests, cash advances, and related user and reference data. The actions below include report submission, approval, recall, and send-back operations.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/sap_s4hana.mdx b/apps/docs/content/docs/integrations/sap_s4hana.mdx
index 7071d2e5aaa..c5496e74e45 100644
--- a/apps/docs/content/docs/integrations/sap_s4hana.mdx
+++ b/apps/docs/content/docs/integrations/sap_s4hana.mdx
@@ -11,26 +11,16 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[SAP S4HANA](https://www.sap.com/products/erp/s4hana.html) is SAP's flagship intelligent ERP suite, running on the in-memory HANA database. It powers finance, supply chain, procurement, sales, and manufacturing for organizations of every size, and exposes its business data through a broad catalog of OData services on SAP Business Technology Platform (BTP).
-
-With SAP S4HANA, you can:
-
-- **Run core business processes**: Manage finance, procurement, sales, logistics, inventory, and manufacturing on a single source of truth.
-- **Model master data at scale**: Maintain business partners, customers, suppliers, products, and organizational structures across multiple company codes, sales organizations, and plants.
-- **Execute transactional flows end to end**: Create and update sales orders, purchase requisitions, purchase orders, deliveries, billing documents, supplier invoices, and stock movements with full audit trails.
-- **Govern access cleanly**: Use Communication Arrangements, Communication Systems, and Communication Scopes to scope OAuth client credentials to exactly the services each integration needs.
-- **Integrate via standard OData**: Every entity supported here speaks OData v2 with consistent paging, filtering, expansion, and ETag-based optimistic concurrency.
-
-In Sim, the SAP S4HANA integration lets your agents read and write directly against your tenant's OData services using per-tenant OAuth 2.0 client credentials. Agents can list and fetch master data, create and update transactional documents, run stock and material document queries, and execute arbitrary OData v2 calls against any whitelisted Communication Scenario — all routed through a single internal proxy that handles token acquisition, CSRF fetch-and-retry, and OData error normalization. Use it to automate order-to-cash, procure-to-pay, and inventory workflows, keep SAP in sync with the rest of your stack, or trigger downstream agent logic from SAP business events.
+[SAP S4HANA](https://www.sap.com/products/erp/s4hana.html) exposes business records through OData services. Use this integration to work with master data, sales and purchasing documents, deliveries, invoices, and stock records. Select the deployment mode and authentication method that match your tenant; the setup details below cover Cloud Public Edition, Cloud Private Edition, and on-premise deployments.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
 {/* MANUAL-CONTENT-START:usage */}
-Connect any SAP S4HANA tenant — **Cloud Public Edition**, **Cloud Private Edition (RISE)**, or **on-premise** — and read or write business data through the official OData v2 services. Each tool routes through a single internal proxy that handles token acquisition, CSRF fetch-and-retry for write operations, and OData error normalization.
+Connect any SAP S4HANA tenant — **Cloud Public Edition**, **Cloud Private Edition (RISE)**, or **on-premise** — and read or write business data through the official OData v2 services.
 
-### Deployment modes
+## Deployment modes
 
 Pick the deployment that matches your tenant in the **Deployment** dropdown:
 
@@ -38,17 +28,17 @@ Pick the deployment that matches your tenant in the **Deployment** dropdown:
 - **S4HANA Cloud Private Edition (RISE)** — provide your **OData Base URL** (e.g., `https://my-tenant.s4hana.cloud.sap`). Authenticate with **OAuth 2.0 client credentials** (provide the tenant's UAA `tokenUrl`, `clientId`, `clientSecret`) or **HTTP Basic** with a Communication User (`username`, `password`).
 - **On-premise S4HANA** — provide your **OData Base URL** (e.g., `https://sap.internal.company.com:44300`). Authenticate with **OAuth 2.0 client credentials** issued by your on-prem identity provider, or **HTTP Basic** with a service user.
 
-### What you can do
+## What you can do
 
 Read and create business partners, customers, suppliers, sales orders, deliveries (inbound/outbound), billing documents, products, stock and material documents, purchase requisitions, purchase orders, and supplier invoices. Update business partners, customers, suppliers, products, sales orders, purchase orders, and purchase requisitions with PATCH. Run arbitrary OData v2 queries against any whitelisted Communication Scenario or registered service.
 
-### Optimistic concurrency
+## Optimistic concurrency
 
 All update tools accept an optional `ifMatch` ETag. When omitted, `If-Match` defaults to a wildcard (unconditional). For safe concurrent updates, fetch the entity first, capture its ETag from the response, and pass it as `ifMatch` to detect lost updates.
 {/* MANUAL-CONTENT-END */}
 
 
-Connect SAP S4HANA Cloud Public Edition with per-tenant OAuth 2.0 client credentials configured in your Communication Arrangements. Read and create business partners, customers, suppliers, sales orders, deliveries (inbound/outbound), billing documents, products, stock and material documents, purchase requisitions, purchase orders, and supplier invoices, or run arbitrary OData v2 queries against any whitelisted Communication Scenario.
+Connect SAP S4HANA Cloud Public Edition, Cloud Private Edition, or an on-premise tenant using the deployment and authentication settings for that tenant. Read and manage business records through the listed OData operations.
 
 
 
diff --git a/apps/docs/content/docs/integrations/semrush.mdx b/apps/docs/content/docs/integrations/semrush.mdx
index 73250ba0512..b1aa1cfed18 100644
--- a/apps/docs/content/docs/integrations/semrush.mdx
+++ b/apps/docs/content/docs/integrations/semrush.mdx
@@ -11,24 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Semrush](https://www.semrush.com/) is the search-marketing platform teams use to research keywords, size up competitors, and audit backlink profiles. Its SEO API exposes the same databases the product is built on — organic and paid rankings across 140+ regional databases, a 43-trillion-link backlink index, and historical snapshots going back years — as plain report endpoints.
-
-**Why Semrush?**
-- **One target, many angles:** The same domain, subdomain, URL, or keyword can be read as a traffic summary, a keyword list, a competitor set, an ad archive, or a backlink profile — no separate products to stitch together.
-- **Regional and historical depth:** Every report resolves against a named regional database, and most accept a `YYYYMM15` month, so "how did we look in Germany last March" is one parameter change rather than a different endpoint.
-- **Side-by-side comparison:** Domain vs. Domain compares up to five domains on the keywords they rank for, which is what turns a competitor list into a content gap.
-- **Ad and shopping archives:** Paid keywords, ad creatives, ad history, and product listing ads are all queryable, so competitor messaging is data rather than a screenshot.
-
-**Using Semrush in Sim**
-
-This integration covers the Semrush SEO API end to end with an API key — 44 operations across six families: **Overview** (domain, subdomain, and URL totals, history, and all-database rollups), **Domain and Subdomain** (organic and paid keywords, competitors, ad copies, ad history, product listing ads), **URL**, **Keyword** (overview, batch overview, difficulty, related, broad match, questions, organic and paid SERP results, ad history), **Comparison** (Domain vs. Domain), and **Backlinks** (overview, backlinks, referring domains and IPs, TLD and country distribution, anchors, indexed pages, competitors).
-
-**Key benefits of using Semrush in Sim:**
-- **Content gap analysis:** Compare your domain against up to four competitors and write the keywords they own and you do not straight into a table.
-- **Scheduled rank reporting:** Pull organic keywords weekly, diff against the last snapshot, and post gainers and losers to Slack.
-- **Backlink monitoring:** Watch new referring domains, filter by Authority Score, and route high-value links to outreach.
-- **Competitor ad intelligence:** Track which keywords rivals bid on and which creatives they keep running month over month.
-- **Keyword research at scale:** Expand a seed into related, broad-match, and question keywords, then score the shortlist by difficulty.
+Use [Semrush](https://www.semrush.com/) to query SEO reports for domains, subdomains, URLs, keywords, and backlinks. Choose a regional database and, where supported, a historical month in `YYYYMM15` format. Domain vs. Domain compares up to five domains.
 
 **Before you start**
 
diff --git a/apps/docs/content/docs/integrations/sendblue.mdx b/apps/docs/content/docs/integrations/sendblue.mdx
index dbfb89b03dd..ee3082a21f0 100644
--- a/apps/docs/content/docs/integrations/sendblue.mdx
+++ b/apps/docs/content/docs/integrations/sendblue.mdx
@@ -11,8 +11,6 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-## Manual Description
-
 Sendblue connects your agents to iMessage and SMS through your own dedicated phone number. Use it to text one person or a group, attach images and other media, check whether a number can receive iMessage before you send, show a typing indicator, and look up the delivery status of any message.
 
 Authentication uses a Sendblue **API Key ID** and **API Secret Key**, sent as the `sb-api-key-id` and `sb-api-secret-key` headers. You can find both in your [Sendblue dashboard](https://dashboard.sendblue.com). Every message is sent from one of your registered Sendblue lines, supplied as the **From Number** in E.164 format (for example `+15551234567`).
diff --git a/apps/docs/content/docs/integrations/sendgrid.mdx b/apps/docs/content/docs/integrations/sendgrid.mdx
index 72690aa178d..2765d8c56b1 100644
--- a/apps/docs/content/docs/integrations/sendgrid.mdx
+++ b/apps/docs/content/docs/integrations/sendgrid.mdx
@@ -11,26 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[SendGrid](https://sendgrid.com) is a leading cloud-based email delivery platform trusted by developers and businesses to send reliable transactional and marketing emails at scale. With its robust APIs and powerful tools, SendGrid enables you to manage all aspects of your email communication, from sending notifications and receipts to managing complex marketing campaigns.
-
-SendGrid empowers users with a full suite of email operations, allowing you to automate critical email workflows and closely manage contact lists, templates, and recipient engagement. Its seamless integration with Sim enables agents and workflows to deliver targeted messages, maintain dynamic contact and recipient lists, trigger personalized emails through templates, and track the results in real time.
-
-Key features of SendGrid include:
-
-- **Transactional Email:** Send automated and high-volume transactional emails (like notifications, receipts, and password resets).
-- **Dynamic Templates:** Use rich HTML or text templates with dynamic data for highly personalized communication at scale.
-- **Contact Management:** Add and update marketing contacts, manage recipient lists, and target segments for campaigns.
-- **Attachments Support:** Include one or more file attachments in your emails.
-- **Comprehensive API Coverage:** Programmatically manage emails, contacts, lists, templates, suppression groups, and more.
-
-By connecting SendGrid with Sim, your agents can:
-
-- Send both simple and advanced (templated or multi-recipient) emails as part of any workflow.
-- Manage and segment contacts and lists automatically.
-- Leverage templates for consistency and dynamic personalization.
-- Track and respond to email engagement within your automated processes.
-
-This integration allows you to automate all critical communication flows, ensure messages reach the right audience, and maintain control over your organization’s email strategy, directly from Sim workflows.
+Use [SendGrid](https://sendgrid.com) in Sim to send transactional emails, work with dynamic templates and attachments, and manage marketing contacts and lists. The action reference also covers template and suppression-group operations.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/sentry.mdx b/apps/docs/content/docs/integrations/sentry.mdx
index 3a6ab8fb525..e9f32716b3b 100644
--- a/apps/docs/content/docs/integrations/sentry.mdx
+++ b/apps/docs/content/docs/integrations/sentry.mdx
@@ -11,29 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Supercharge your error monitoring and application reliability with [Sentry](https://sentry.io/) — the industry-leading platform for real-time error tracking, performance monitoring, and release management. Seamlessly integrate Sentry into your automated agent workflows to easily monitor issues, track critical events, manage projects, and orchestrate releases across all your applications and services.
-
-With the Sentry tool, you can:
-
-- **Monitor and triage issues**: Fetch comprehensive lists of issues using the `sentry_issues_list` operation and retrieve detailed information on individual errors and bugs via `sentry_issues_get`. Instantly access metadata, tags, stack traces, and statistics to reduce mean time to resolution.
-- **Track event data**: Analyze specific error and event instances with `sentry_events_list` and `sentry_events_get`, providing deep insight into error occurrences and user impact.
-- **Manage projects and teams**: Use `sentry_projects_list` and `sentry_project_get` to enumerate and review all your Sentry projects, ensuring smooth team collaboration and centralized configuration.
-- **Coordinate releases**: Automate version tracking, deployment health, and change management across your codebase with operations like `sentry_releases_list`, `sentry_release_get`, and more.
-- **Gain powerful application insights**: Leverage advanced filters and queries to find unresolved or high-priority issues, aggregate event statistics over time, and track regressions as your codebase evolves.
-
-Sentry's integration empowers engineering and DevOps teams to detect issues early, prioritize the most impactful bugs, and continuously improve application health across development stacks. Programmatically orchestrate workflow automation for modern observability, incident response, and release lifecycle management—reducing downtime and increasing user satisfaction.
-
-**Key Sentry operations available**:
-- `sentry_issues_list`: List Sentry issues for organizations and projects, with powerful search and filtering.
-- `sentry_issues_get`: Retrieve detailed information for a specific Sentry issue.
-- `sentry_events_list`: Enumerate the events for a particular issue for root-cause analysis.
-- `sentry_events_get`: Get full detail on an individual event, including stack traces, context, and metadata.
-- `sentry_projects_list`: List all Sentry projects within your organization.
-- `sentry_project_get`: Retrieve configuration and details for a specific project.
-- `sentry_releases_list`: List recent releases and their deployment status.
-- `sentry_release_get`: Retrieve detailed release information, including associated commits and issues.
-
-Whether you're proactively managing app health, troubleshooting production errors, or automating release workflows, Sentry equips you with world-class monitoring, actionable alerts, and seamless DevOps integration. Boost your software quality and search visibility by leveraging Sentry for error tracking, observability, and release management—all from your agentic workflows.
+Use [Sentry](https://sentry.io/) to read and update issues, inspect events, manage projects and releases, and record deployments. Webhook triggers can start workflows when Sentry reports an issue or alert.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/serper.mdx b/apps/docs/content/docs/integrations/serper.mdx
index cd070d4b073..29235e260b0 100644
--- a/apps/docs/content/docs/integrations/serper.mdx
+++ b/apps/docs/content/docs/integrations/serper.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Serper](https://www.serper.com/) is a Google Search API that provides developers with programmatic access to Google search results. It offers a reliable, high-performance way to integrate Google search capabilities into applications without the complexity of web scraping or the limitations of other search APIs.
-
-With Serper, you can:
-
-- **Access Google search results**: Get structured data from Google search results programmatically
-- **Perform different search types**: Run web searches, image searches, news searches, and more
-- **Retrieve rich metadata**: Obtain titles, snippets, URLs, and other relevant information from search results
-- **Scale your applications**: Build search-powered features with a reliable and fast API
-- **Avoid rate limiting**: Get consistent access to search results without worrying about IP blocks
-
-In Sim, the Serper integration enables your agents to leverage the power of web search as part of their workflows. This allows for sophisticated automation scenarios that require up-to-date information from the internet. Your agents can formulate search queries, retrieve relevant results, and use this information to make decisions or provide responses. This integration bridges the gap between your workflow automation and the vast knowledge available on the web, enabling your agents to access real-time information without manual intervention. By connecting Sim with Serper, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users.
+[Serper](https://serper.dev/) provides web search results for a query. Use the returned titles, snippets, and URLs as inputs to later workflow steps, and configure the search options listed below.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/servicenow.mdx b/apps/docs/content/docs/integrations/servicenow.mdx
index a928106ff27..84482fba5fc 100644
--- a/apps/docs/content/docs/integrations/servicenow.mdx
+++ b/apps/docs/content/docs/integrations/servicenow.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[ServiceNow](https://www.servicenow.com/) is a powerful cloud platform designed to streamline and automate IT service management (ITSM), workflows, and business processes across your organization. ServiceNow enables you to manage incidents, requests, tasks, users, and more using its extensive API.
-
-With ServiceNow, you can:
-
-- **Automate IT workflows**: Create, read, update, and delete records in any ServiceNow table, such as incidents, tasks, change requests, and users.
-- **Integrate systems**: Connect ServiceNow with your other tools and processes for seamless automation.
-- **Maintain a single source of truth**: Keep all your service and operations data organized and accessible.
-- **Drive operational efficiency**: Reduce manual work and improve service quality with customizable workflows and automation.
-
-In Sim, the ServiceNow integration enables your agents to interact directly with your ServiceNow instance as part of their workflows. Agents can create, read, update, or delete records in any ServiceNow table and leverage ticket or user data for sophisticated automation and decision-making. This integration bridges your workflow automation and IT operations, empowering your agents to manage service requests, incidents, users, and assets without manual intervention. By connecting Sim with ServiceNow, you can automate service management tasks, improve response times, and ensure consistent, secure access to your organization's vital service data.
+Use [ServiceNow](https://www.servicenow.com/) in Sim to create, read, update, and delete records in your ServiceNow instance. Operations accept a table name, such as an incident, task, change-request, or user table, and the fields required by that operation.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -40,7 +31,7 @@ Create a new record in a ServiceNow table
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `tableName` | string | Yes | Table name \(e.g., incident, task, sys_user\) |
@@ -61,7 +52,7 @@ Read records from a ServiceNow table
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `tableName` | string | Yes | Table name \(e.g., incident, task, sys_user, change_request\) |
@@ -88,7 +79,7 @@ Update an existing record in a ServiceNow table
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `tableName` | string | Yes | Table name \(e.g., incident, task, sys_user, change_request\) |
@@ -110,7 +101,7 @@ Delete a record from a ServiceNow table
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `tableName` | string | Yes | Table name \(e.g., incident, task, sys_user, change_request\) |
@@ -131,7 +122,7 @@ Compute aggregate statistics (count, sum, average, min, max, group by) over a Se
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `tableName` | string | Yes | Table name \(e.g., incident, change_request, task\) |
@@ -161,7 +152,7 @@ List the attachments on a ServiceNow record
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `tableName` | string | Yes | Table that owns the record \(e.g., incident, change_request\) |
@@ -188,7 +179,7 @@ Download an attachment file from ServiceNow by its sys_id
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `attachmentSysId` | string | Yes | sys_id of the attachment to download \(from List Attachments\) |
@@ -208,7 +199,7 @@ Attach a file to a ServiceNow record
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `tableName` | string | Yes | Table that owns the record \(e.g., incident, change_request\) |
@@ -231,7 +222,7 @@ Create an incident in ServiceNow. Reference fields (caller, assignment group, as
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `shortDescription` | string | Yes | Short description — the one-line summary of the incident. |
@@ -295,7 +286,7 @@ Retrieve a single ServiceNow incident by number (e.g., INC0010001) or sys_id. Re
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `sysId` | string | No | Record sys_id. Provide either this or the record number. |
@@ -343,7 +334,7 @@ Search ServiceNow incidents by state, priority, assignment, caller, or text. All
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `searchText` | string | No | Text to match against the incident short description using the ServiceNow LIKE operator, which matches anywhere in the field. |
@@ -399,7 +390,7 @@ Update fields on an existing ServiceNow incident. Only the fields you supply are
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `sysId` | string | Yes | sys_id of the record to update. If you only have the record number, look it up first \(for example with Get ServiceNow Incident\). |
@@ -461,7 +452,7 @@ Move a ServiceNow incident to Resolved (state 6) with a resolution code and reso
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `sysId` | string | Yes | sys_id of the record to update. If you only have the record number, look it up first \(for example with Get ServiceNow Incident\). |
@@ -513,7 +504,7 @@ Move a ServiceNow incident to Closed (state 7) with a resolution code and resolu
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `sysId` | string | Yes | sys_id of the record to update. If you only have the record number, look it up first \(for example with Get ServiceNow Incident\). |
@@ -565,7 +556,7 @@ Append an internal work note or a customer-visible additional comment to a Servi
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `sysId` | string | Yes | sys_id of the record to update. If you only have the record number, look it up first \(for example with Get ServiceNow Incident\). |
@@ -615,7 +606,7 @@ Create a change request in ServiceNow. Reference fields (assignment group, assig
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `shortDescription` | string | Yes | Short description — the one-line summary of the change. |
@@ -680,7 +671,7 @@ Retrieve a single ServiceNow change request by number (e.g., CHG0030001) or sys_
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `sysId` | string | No | Record sys_id. Provide either this or the record number. |
@@ -728,7 +719,7 @@ Search ServiceNow change requests by state, type, risk, assignment, or text. All
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `searchText` | string | No | Text to match against the change short description using the ServiceNow LIKE operator, which matches anywhere in the field. |
@@ -784,7 +775,7 @@ Update fields on an existing ServiceNow change request. Only the fields you supp
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `sysId` | string | Yes | sys_id of the record to update. If you only have the record number, look it up first \(for example with Get ServiceNow Incident\). |
@@ -846,7 +837,7 @@ Move a ServiceNow change request to another state. Base-system change model stat
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `sysId` | string | Yes | sys_id of the record to update. If you only have the record number, look it up first \(for example with Get ServiceNow Incident\). |
@@ -899,7 +890,7 @@ List the change tasks belonging to a ServiceNow change request, via the Change M
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `changeSysId` | string | Yes | sys_id of the change request whose tasks should be listed. |
@@ -924,7 +915,7 @@ Read the states a ServiceNow change request can actually move to next, with the
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `changeSysId` | string | Yes | sys_id of the change request. Use Get ServiceNow Change Request to resolve a CHG number to its sys_id. |
@@ -957,7 +948,7 @@ Browse or search the ServiceNow service catalog. Returns each item with its sys_
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `searchText` | string | No | Text to search for in the catalog items \(e.g., "iPhone"\). |
@@ -999,7 +990,7 @@ Submit a service catalog request for a catalog item using the Service Catalog AP
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `catalogItemSysId` | string | Yes | sys_id of the catalog item to order. Use List ServiceNow Catalog Items to find it. |
@@ -1025,7 +1016,7 @@ List requested items (RITMs) from the ServiceNow Requested Item [sc_req_item] ta
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `requestSysId` | string | No | sys_id of the parent request \(sc_request\) whose items should be listed. |
@@ -1077,7 +1068,7 @@ Retrieve a single ServiceNow requested item (RITM) by number (e.g., RITM0010001)
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `sysId` | string | No | Record sys_id. Provide either this or the record number. |
@@ -1125,7 +1116,7 @@ List approval records from the ServiceNow Approval [sysapproval_approver] table.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `approverSysId` | string | No | sys_id of the approver \(sys_user\) whose approvals should be listed. Use Find ServiceNow User to resolve an email address to a sys_id. |
@@ -1177,7 +1168,7 @@ Approve or reject a ServiceNow approval record by setting its state on the Appro
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `approvalSysId` | string | Yes | sys_id of the approval record on the sysapproval_approver table. Use List ServiceNow Approvals to find it. |
@@ -1227,7 +1218,7 @@ Search the ServiceNow CMDB for configuration items. Defaults to the base cmdb_ci
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `ciClass` | string | No | CMDB class \(table\) to search, e.g., cmdb_ci_linux_server or cmdb_ci_app_server. Defaults to cmdb_ci, which covers every CI class. |
@@ -1279,7 +1270,7 @@ Retrieve a configuration item and its CMDB relationships through the CMDB Instan
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `ciClass` | string | Yes | CMDB class \(table\) the CI belongs to, e.g., cmdb_ci_linux_server. Read it from the sys_class_name field returned by Search ServiceNow Configuration Items. |
@@ -1310,7 +1301,7 @@ List rows from the CI Relationship [cmdb_rel_ci] table for a configuration item.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `ciSysId` | string | Yes | sys_id of the configuration item whose relationships should be listed. |
@@ -1361,7 +1352,7 @@ Search ServiceNow knowledge base articles through the Knowledge Management API.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `query` | string | No | Text to search for across knowledge articles. |
@@ -1397,7 +1388,7 @@ Retrieve the full content of a ServiceNow knowledge article by sys_id or KB numb
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `articleId` | string | Yes | sys_id or KB number of the knowledge article \(e.g., KB0000011\). |
@@ -1428,7 +1419,7 @@ Look up ServiceNow users by email, user name, or display name. Use this to resol
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `email` | string | No | Exact email address to match. |
@@ -1481,7 +1472,7 @@ List the members of a ServiceNow group from the Group Member [sys_user_grmember]
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com\) |
+| `instanceUrl` | string | Yes | ServiceNow instance URL \(e.g., https://instance.service-now.com) |
 | `username` | string | Yes | ServiceNow username |
 | `password` | string | Yes | ServiceNow password |
 | `groupSysId` | string | No | sys_id of the sys_user_group whose members should be listed. |
diff --git a/apps/docs/content/docs/integrations/ses.mdx b/apps/docs/content/docs/integrations/ses.mdx
index 5d4353648b2..512fde8830d 100644
--- a/apps/docs/content/docs/integrations/ses.mdx
+++ b/apps/docs/content/docs/integrations/ses.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Amazon Simple Email Service (SES)](https://aws.amazon.com/ses/) is a cloud-based email sending service designed for high-volume, transactional, and marketing email delivery. It provides a cost-effective, scalable way to send email without managing your own mail server infrastructure.
-
-With AWS SES, you can:
-
-- **Send simple emails**: Deliver one-off emails with plain text or HTML body content to individual recipients
-- **Send templated emails**: Use pre-defined templates with variable substitution (e.g., `{{name}}`, `{{link}}`) for personalized emails at scale
-- **Send bulk emails**: Deliver templated emails to large lists of recipients in a single API call, with per-destination data overrides
-- **Manage email templates**: Create, retrieve, list, and delete reusable email templates for transactional and marketing campaigns
-- **Monitor account health**: Retrieve your account's sending quota, send rate, and whether sending is currently enabled
-
-In Sim, the AWS SES integration is designed for workflows that need reliable, programmatic email delivery — from access request notifications and approval alerts to bulk outreach and automated reporting. It pairs naturally with the IAM Identity Center integration for TEAM (Temporary Elevated Access Management) workflows, where email notifications are sent when access is provisioned, approved, or revoked.
+Use [Amazon SES](https://aws.amazon.com/ses/) to send simple, templated, or bulk emails and manage templates, identities, configuration sets, and suppression lists. Account and identity actions report sending configuration and quotas.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/sharepoint.mdx b/apps/docs/content/docs/integrations/sharepoint.mdx
index a2014e1e1d2..ed2570b4b0a 100644
--- a/apps/docs/content/docs/integrations/sharepoint.mdx
+++ b/apps/docs/content/docs/integrations/sharepoint.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[SharePoint](https://www.microsoft.com/en-us/microsoft-365/sharepoint/collaboration) is a collaborative platform from Microsoft that enables users to build and manage internal websites, share documents, and organize team resources. It provides a powerful, flexible solution for creating digital workspaces and streamlining content management across organizations.
-
-With SharePoint, you can:
-
-- **Create team and communication sites**: Set up pages and portals to support collaboration, announcements, and content distribution
-- **Organize and share content**: Store documents, manage files, and enable version control with secure sharing capabilities
-- **Customize pages**: Add text parts to tailor each site to your team's needs
-- **Improve discoverability**: Use metadata, search, and navigation tools to help users quickly find what they need
-- **Collaborate securely**: Control access with robust permission settings and Microsoft 365 integration
-
-In Sim, the SharePoint integration empowers your agents to create and access SharePoint sites and pages as part of their workflows. This enables automated document management, knowledge sharing, and workspace creation without manual effort. Agents can generate new project pages, upload or retrieve files, and organize resources dynamically, based on workflow inputs. By connecting Sim with SharePoint, you bring structured collaboration and content management into your automation flows — giving your agents the ability to coordinate team activities, surface key information, and maintain a single source of truth across your organization.
+Use [SharePoint](https://www.microsoft.com/en-us/microsoft-365/sharepoint/collaboration) in Sim to list sites, manage pages and lists, update list items, and upload or download files. Connect a Microsoft account through OAuth, then choose the target site or resource for each operation.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/shopify-service-account.mdx b/apps/docs/content/docs/integrations/shopify-service-account.mdx
index 98e97136a0c..3e847228167 100644
--- a/apps/docs/content/docs/integrations/shopify-service-account.mdx
+++ b/apps/docs/content/docs/integrations/shopify-service-account.mdx
@@ -5,12 +5,11 @@ description: Set up a Shopify custom app with an Admin API access token to use S
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
-import { Image } from '@/components/ui/image'
 import { FAQ } from '@/components/ui/faq'
 
-Shopify custom apps let your workflows authenticate to a store with an Admin API access token (`shpat_...`) — a permanent, store-bound credential that belongs to the app, not to any employee's login. You choose exactly which Admin API scopes the app gets, and the token never expires.
+Connect a Shopify store with a **non-expiring offline Admin API access token** and its `.myshopify.com` domain. Sim stores the pasted token; this connection does not renew expiring tokens.
+
 
-This is the recommended way to use Shopify in production workflows: no OAuth consent to go stale, scopes are explicit and auditable, and access is revoked by uninstalling the app — without touching anyone's account.
 
 ## Prerequisites
 
@@ -56,7 +55,7 @@ Shopify no longer allows creating new custom apps from the store admin — that
 How you obtain the `shpat_` token depends on how the app was created:
 
 - **Legacy admin-created custom apps** (created from the store admin before Shopify removed that path) show the **Admin API access token** — it starts with `shpat_` — once on the app's API credentials page. Reveal it, copy it immediately, and paste it into Sim. For legacy admin-created custom apps, Shopify shows the token only once, at creation — if you lose it, you have to reinstall or recreate the app to get a new one.
-- **New Dev Dashboard apps** do **not** display a permanent `shpat_` token in any UI. Complete an OAuth (authorization code grant) install with the app's client ID and secret to obtain an offline `shpat_` access token programmatically. The Dev Dashboard's client-credentials tokens are different — they expire after 24 hours and cannot be stored in Sim.
+- **New Dev Dashboard apps** do **not** display a permanent `shpat_` token in any UI. Complete an [authorization code grant](https://shopify.dev/docs/apps/build/authentication-authorization/authenticate-standalone-apps) install and obtain a **non-expiring offline** access token. Check the token response and access mode: the `shpat_` prefix is also used by expiring tokens. The Dev Dashboard's client-credentials tokens are different — they expire after 24 hours and cannot be stored in Sim.
 
 {/* TODO(screenshot): legacy custom app's API credentials page with the shpat_ token revealed */}
 
@@ -68,7 +67,7 @@ Don't confuse the token types: `shpat_` is the Admin API access token Sim needs.
 
 Use the permanent `.myshopify.com` domain — for example, `your-store.myshopify.com` — not your custom storefront domain. You can find it in your Shopify admin URL or under **Settings** → **Domains**.
 
-## Adding the Service Account to Sim
+## Adding the Admin API Token to Sim
 
 <Steps>
   <Step>
@@ -91,17 +90,16 @@ Use the permanent `.myshopify.com` domain — for example, `your-store.myshopify
 
 The token and store domain are encrypted before being stored.
 
-## Using the Service Account in Workflows
+## Using the Credential in Workflows
 
-Add a Shopify block to your workflow. In the credential dropdown, your Shopify service account appears alongside any OAuth credentials. Select it and configure the block as you normally would — the store domain stored with the credential is used automatically.
+Add a Shopify block to your workflow. In the credential dropdown, select the saved Shopify Admin API token. Select it and configure the block as you normally would — the store domain stored with the credential is used automatically.
 
 {/* TODO(screenshot): Shopify block in a workflow with the service account selected as the credential */}
 
 The block calls your store's Admin API (`your-store.myshopify.com/admin/api/...`) using the token, with exactly the scopes you granted the app.
 
 <FAQ items={[
-  { question: "Why an Admin API token instead of OAuth?", answer: "The custom app token is permanent, store-bound, and carries exactly the scopes you configured — no user consent to expire and no refresh cycle. That's what you want for an automated workflow." },
-  { question: "Does the token expire?", answer: "No. Admin API access tokens from custom apps don't expire. They stop working only if the app is uninstalled or deleted. (Tokens from the Dev Dashboard's client-credentials flow are different — those expire in 24 hours and are not what Sim stores.)" },
+  { question: "Does the token expire?", answer: "This connection requires a non-expiring offline Admin API token. Online tokens, expiring offline tokens, and client-credentials tokens have expiration rules even when they use a similar prefix. Sim does not refresh tokens pasted into this credential." },
   { question: "I lost the token — can I see it again?", answer: "No. Shopify reveals the token only once at creation. Reinstall the app (or recreate it) to generate a new token, then update the credential in Sim. Note the old token is invalidated when you do." },
   { question: "Can one token work for multiple stores?", answer: "No. Custom apps are single-store — the token works for exactly the store it was installed on. If you run multiple stores, create a custom app on each and add each as a separate credential in Sim." },
   { question: "What happens if the app is missing a scope a workflow needs?", answer: "The block fails at run time with an access-denied error naming the operation. Update the app's Admin API scopes and re-authorize/reinstall the app. Note that reinstalling generates new credentials, so update the token stored in Sim afterwards." },
diff --git a/apps/docs/content/docs/integrations/shopify.mdx b/apps/docs/content/docs/integrations/shopify.mdx
index 5d91da714d7..44e847dea42 100644
--- a/apps/docs/content/docs/integrations/shopify.mdx
+++ b/apps/docs/content/docs/integrations/shopify.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Shopify](https://www.shopify.com/) is a leading e-commerce platform designed to help merchants build, run, and grow their online stores. Shopify makes it easy to manage every aspect of your store, from products and inventory to orders and customers.
-
-With Shopify in Sim, your agents can:
-
-- **Create and manage products**: Add new products, update product details, and remove products from your store.
-- **List and retrieve orders**: Get information about customer orders, including filtering and order management.
-- **Manage customers**: Access and update customer details, or add new customers to your store.
-- **Adjust inventory levels**: Programmatically change product stock levels to keep your inventory accurate.
-
-Use Sim's Shopify integration to automate common store management workflows—such as syncing inventory, fulfilling orders, or managing listings—directly from your automations. Empower your agents to access, update, and organize all your store data using simple, programmatic tools.
+Use [Shopify](https://www.shopify.com/) to manage products, orders, customers, inventory, and fulfillments. The reference below covers location and collection lookups as well as store mutations.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/sixtyfour.mdx b/apps/docs/content/docs/integrations/sixtyfour.mdx
index 772ec53a577..dbc7e551e3c 100644
--- a/apps/docs/content/docs/integrations/sixtyfour.mdx
+++ b/apps/docs/content/docs/integrations/sixtyfour.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Sixtyfour AI](https://sixtyfour.ai/) is an AI-powered research platform that finds contact information and enriches lead and company data by researching the web. It combines automated search with structured data extraction to surface emails, phone numbers, and detailed profile information.
-
-With Sixtyfour AI, you can:
-
-- **Find phone numbers**: Locate phone numbers for a lead using their name, company, LinkedIn URL, or other identifying details
-- **Find email addresses**: Discover professional or personal email addresses, complete with validation status
-- **Enrich leads**: Research a person and return structured data matching custom fields, backed by source references and a confidence score
-- **Enrich companies**: Research a company, optionally finding associated people and a full org chart, with results matching custom fields
-
-In Sim, the Sixtyfour AI integration allows your agents to look up phone numbers and emails for a lead, and enrich lead or company records with structured research data, source references, and confidence scores—all programmatically through API calls. This enables your agents to turn partial contact information into complete, verified profiles, and to build out organizational data such as employee counts and org charts as part of a workflow.
+Use [Sixtyfour AI](https://sixtyfour.ai/) in Sim to find email addresses and phone numbers and research people or companies. Enrichment actions return structured fields with source references and confidence scores; company research can include associated people and an organization chart.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/slack.mdx b/apps/docs/content/docs/integrations/slack.mdx
index cad0e409c6b..a19e15c90c3 100644
--- a/apps/docs/content/docs/integrations/slack.mdx
+++ b/apps/docs/content/docs/integrations/slack.mdx
@@ -11,22 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Slack](https://www.slack.com/) is a business communication platform that offers teams a unified place for messaging, tools, and files.
-
-With the Slack integration in Sim, you can:
-
-- **Send messages**: Send formatted messages to any Slack channel or user, supporting Slack's mrkdwn syntax for rich formatting
-- **Send ephemeral messages**: Send temporary messages visible only to a specific user in a channel
-- **Update messages**: Edit previously sent bot messages to correct information or provide status updates
-- **Delete messages**: Remove bot messages when they're no longer needed or contain errors
-- **Add reactions**: Express sentiment or acknowledgment by adding emoji reactions to any message
-- **Create canvases**: Create and share Slack canvases (collaborative documents) directly in channels
-- **Read messages**: Retrieve recent messages from channels or DMs, with filtering by time range
-- **Manage channels and users**: List channels, members, and users in your Slack workspace
-- **Download files**: Retrieve files shared in Slack channels for processing within a workflow
-- **Build Slack agents**: Manage Agent Sessions, stream replies, handle stop/title/context events, and configure Agent View actions and suggested prompts for custom bots
-
-In Sim, the Slack integration enables your agents to programmatically interact with Slack as part of their workflows. This allows for automation scenarios such as sending notifications with dynamic updates, managing conversational flows with editable status messages, acknowledging important messages with reactions, and maintaining clean channels by removing outdated bot messages. The integration can also be used in trigger mode to start a workflow when a message is sent to a channel.
+Use [Slack](https://www.slack.com/) to send and manage messages, work with canvases, and inspect channels and users. Custom bots also support Agent Sessions and streamed trigger responses.
 
 ## Stream Trigger Responses
 
@@ -45,9 +30,7 @@ Automatic trigger responses require a custom bot created by the Slack setup wiza
 
 Sim workflows may use AI models to generate messages and responses sent to Slack. AI-generated content may be inaccurate or contain errors. Always review automated outputs, especially for critical communications.
 
-## Need Help?
-
-If you encounter issues with the Slack integration, contact us at [help@sim.ai](mailto:help@sim.ai)
+For help with the Slack integration, contact [help@sim.ai](mailto:help@sim.ai).
 {/* MANUAL-CONTENT-END */}
 
 
@@ -956,7 +939,7 @@ Rename the Slack agent session associated with a thread.
 
 ### Slack List Channels
 
-List up to 10,000 accessible public and private Slack channels across as many cursor pages as Slack supplies, capped at 200 provider pages.
+List one page of accessible public and private Slack channels. Pass the returned nextCursor as cursor to fetch the next page.
 
 #### Input
 
@@ -968,13 +951,12 @@ List up to 10,000 accessible public and private Slack channels across as many cu
 | `excludeArchived` | boolean | No | Exclude archived channels \(default: true\) |
 | `limit` | number | No | Conversations to request per Slack page \(default: 100, max: 200\) |
 | `cursor` | string | No | Pagination cursor from a previous response.nextCursor to resume from |
-| `maxPages` | number | No | Maximum number of Slack pages to fetch \(default: 200, max: 200\) |
 
 #### Output
 
 | Parameter | Type | Description |
 | --------- | ---- | ----------- |
-| `channels` | array | Up to 10,000 accessible public and private channels |
+| `channels` | array | One page of accessible public and private channels |
 |   ↳ `id` | string | Conversation ID \(for example, C123, D123, or G123\) |
 |   ↳ `name` | string | Channel or group-DM name; omitted for one-to-one direct messages |
 |   ↳ `is_channel` | boolean | Whether this is a channel |
@@ -1000,10 +982,9 @@ List up to 10,000 accessible public and private Slack channels across as many cu
 |   ↳ `priority` | number | Slack sidebar sort priority |
 | `ids` | array | Conversation IDs for every returned channel |
 | `names` | array | Names of returned channels |
-| `count` | number | Total number of conversations returned across all fetched pages, up to 10,000 |
-| `hasMore` | boolean | Whether more Slack conversation pages remain beyond the fetched window |
+| `count` | number | Number of conversations returned in this page |
+| `hasMore` | boolean | Whether a next cursor is available to fetch more Slack conversations |
 | `nextCursor` | string | Cursor to fetch the next page; null when there are no more pages |
-| `pages` | number | Number of Slack conversation pages fetched in this invocation |
 
 ### Slack List Channel Members
 
diff --git a/apps/docs/content/docs/integrations/smtp.mdx b/apps/docs/content/docs/integrations/smtp.mdx
index 9789d1bba38..4ba9fc1df96 100644
--- a/apps/docs/content/docs/integrations/smtp.mdx
+++ b/apps/docs/content/docs/integrations/smtp.mdx
@@ -11,15 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-The SMTP block sends email through any standard SMTP mail server, including Gmail, Outlook, and self-hosted or custom mail servers. It connects directly using the server hostname, port, and credentials you provide rather than a vendor-specific API.
-
-With the SMTP block, you can:
-
-- **Connect to any SMTP server**: Configure host, port, and security protocol (TLS, SSL, or none) for the mail server of your choice
-- **Control message content and formatting**: Set sender, recipients, subject, and body, with support for either plain text or HTML content
-- **Reach multiple recipients and attach files**: Add CC and BCC recipients, set a reply-to address, and attach files to the outgoing email
-
-In Sim, the SMTP block allows your agents to send emails as part of a workflow by supplying connection details and message content, then confirming delivery through the returned success status and message ID. This makes it possible to notify recipients, deliver generated reports, or trigger email-based alerts directly from a workflow, with the block reporting the message ID on success or an error message if sending fails.
+The SMTP block sends email through a mail server using its hostname, port, security protocol, and credentials. Set the sender, recipients, subject, and plain-text or HTML body; add CC, BCC, reply-to, and attachments as needed. Inspect the returned send status and message ID, or the error if sending fails.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/snowflake-service-account.mdx b/apps/docs/content/docs/integrations/snowflake-service-account.mdx
index 5f474639246..9589a005aeb 100644
--- a/apps/docs/content/docs/integrations/snowflake-service-account.mdx
+++ b/apps/docs/content/docs/integrations/snowflake-service-account.mdx
@@ -7,7 +7,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-A Snowflake programmatic access token (PAT) lets a workflow authenticate to your account over the Snowflake SQL API without a password or a key pair. The token belongs to one Snowflake user. Left unrestricted it can act as any role that user holds; with `ROLE_RESTRICTION` set it is pinned to exactly one.
+Connect Snowflake with a programmatic access token (PAT) and account host. The token belongs to one user; use `ROLE_RESTRICTION` to limit it to a role with the access your workflows need.
 
 Sim stores the token alongside your account host as one credential. Once it is added, every Snowflake block picks it from a dropdown — and the block's database, schema, table, warehouse, role, file-format, and procedure fields become pickers that list what the token can actually see.
 
@@ -72,7 +72,7 @@ If an authentication policy applies to the user, `'PROGRAMMATIC_ACCESS_TOKEN'` m
     Enter the **account host** (`myorg-myaccount.snowflakecomputing.com`) and paste the **token**
   </Step>
   <Step>
-    Save. Sim verifies the credential by running `SELECT CURRENT_USER(), CURRENT_ACCOUNT(), CURRENT_ROLE()` over the SQL API — a metadata-only statement that needs no warehouse and consumes no credits. A rejected token, an unreachable host, or a blocking network policy each produce a specific error rather than a generic failure.
+    Save. Sim verifies the credential by running `SELECT CURRENT_USER(), CURRENT_ACCOUNT(), CURRENT_ROLE()` over the SQL API — a metadata-only statement that needs no warehouse and consumes no credits. A wrong host is reported separately. Authentication failures can also mean an expired token, a blocking network policy, or unavailable SQL API access.
   </Step>
 </Steps>
 
@@ -97,11 +97,7 @@ With a credential selected, these fields become pickers backed by metadata-only
 Each picker runs as the token's user under its **default** role — not the execution role set on the block — so an empty list is usually a privilege gap rather than an empty account. Switch any field to advanced mode to type a name directly or reference an upstream block's output instead.
 
 <Callout type="info">
-**Unload Data exports a table, not a query.** The COPY INTO grammar places the
-source immediately before its options, so an inline query would sit one
-parenthesis away from being able to rewrite them. To export a query result,
-materialize it first — a view, or `CREATE TABLE AS SELECT` via Execute SQL —
-then unload that object.
+**Unload Data requires a table or view.** To export a query result, create a view or use `CREATE TABLE AS SELECT` through Execute SQL, then unload that object.
 </Callout>
 
 ## Rotating and Revoking
diff --git a/apps/docs/content/docs/integrations/snowflake.mdx b/apps/docs/content/docs/integrations/snowflake.mdx
index eb68cc57ebf..3c03ff7569a 100644
--- a/apps/docs/content/docs/integrations/snowflake.mdx
+++ b/apps/docs/content/docs/integrations/snowflake.mdx
@@ -11,20 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Snowflake](https://www.snowflake.com/) is a cloud data platform that separates storage from compute: data lives in databases and schemas, while virtual warehouses supply the compute that runs each query. Sim connects to it over the Snowflake SQL API using a programmatic access token.
+[Snowflake](https://www.snowflake.com/) stores data in databases and schemas and uses virtual warehouses to run queries. Sim connects over the SQL API with a programmatic access token.
 
-With the Snowflake integration in Sim, you can:
-
-- **Run SQL**: Execute a parameterized statement, poll a statement's status, and cancel one that is still running
-- **Synchronize rows**: Insert, update, upsert, and delete rows in a table
-- **Move staged data**: Load data from a stage into a table, and unload a table back out to a stage (materialize a query as a view or `CREATE TABLE AS SELECT` first to export its results)
-- **Browse the account**: List databases, schemas, and tables, and introspect a table's schema
-- **Control warehouses**: List and get warehouses, resume or suspend them, and alter their size and settings
-- **Run and schedule tasks**: List and get tasks, run, resume, or suspend them, list task runs, and read a run's output or cancel its query
-- **Review history**: List query history and copy (load) history
-- **Call procedures**: Invoke a stored procedure with arguments
-
-In Sim, the Snowflake integration allows your agents to work directly against your warehouse. Agents can query for facts that inform a decision, write results back as rows, kick off or unblock a scheduled task, resize a warehouse for a heavy job and suspend it afterward, and read query and load history when something needs investigating.
+Use the block to execute SQL, synchronize rows, move staged data, manage warehouses and tasks, and inspect history. To unload a query result, first materialize it as a view or with `CREATE TABLE AS SELECT`.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/splunk.mdx b/apps/docs/content/docs/integrations/splunk.mdx
index 747476b55ad..8d978ba39e2 100644
--- a/apps/docs/content/docs/integrations/splunk.mdx
+++ b/apps/docs/content/docs/integrations/splunk.mdx
@@ -41,7 +41,7 @@ Run an SPL search synchronously and return its results in a single call (oneshot
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -74,7 +74,7 @@ Start a Splunk search job and return its search ID (sid). The search runs asynch
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -107,7 +107,7 @@ Get the status and progress of a Splunk search job by search ID, including dispa
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -153,7 +153,7 @@ Fetch the transformed results of a completed Splunk search job by search ID, wit
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -185,7 +185,7 @@ Cancel a running Splunk search job and delete its result cache.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -210,7 +210,7 @@ List saved searches and reports configured in Splunk, including their SPL, sched
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -251,7 +251,7 @@ Get the configuration of a single Splunk saved search by name, including its SPL
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -287,7 +287,7 @@ Run a Splunk saved search immediately and return the search ID (sid) of the disp
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -316,7 +316,7 @@ List the saved searches with currently triggered (unexpired) Splunk alerts and h
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -345,7 +345,7 @@ List the unexpired triggered instances of a Splunk alert by saved search name, i
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -379,7 +379,7 @@ List the indexes configured on the Splunk instance with their size, event count,
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
@@ -420,7 +420,7 @@ List the apps installed on the Splunk instance with their label, version, author
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089\) |
+| `baseUrl` | string | Yes | Splunk management URL including the management port \(e.g. https://splunk.example.com:8089) |
 | `authToken` | string | No | Splunk authentication token, sent as a bearer token. Preferred over a password. |
 | `username` | string | No | Splunk username, used for basic authentication when no token is supplied |
 | `password` | string | No | Splunk password, used for basic authentication when no token is supplied |
diff --git a/apps/docs/content/docs/integrations/sqs.mdx b/apps/docs/content/docs/integrations/sqs.mdx
index 17c9c60c038..f2e13f52b10 100644
--- a/apps/docs/content/docs/integrations/sqs.mdx
+++ b/apps/docs/content/docs/integrations/sqs.mdx
@@ -11,15 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Amazon Simple Queue Service (SQS)](https://aws.amazon.com/sqs/) is a fully managed message queuing service that enables you to decouple and scale microservices, distributed systems, and serverless applications. SQS eliminates the complexity and overhead associated with managing and operating message-oriented middleware, and empowers developers to focus on differentiating work.
-
-With Amazon SQS, you can:
-
-- **Send messages**: Publish messages to queues for asynchronous processing
-- **Decouple applications**: Enable loose coupling between components of your system
-- **Scale workloads**: Handle variable workloads without provisioning infrastructure
-- **Ensure reliability**: Built-in redundancy and high availability
-- **Support FIFO queues**: Maintain strict message ordering and exactly-once processing
+Use [Amazon SQS](https://aws.amazon.com/sqs/) to send and receive messages, manage queues, and redrive dead-letter messages.
 
 In Sim, the SQS integration gives your agents both sides of the queue — producing work and consuming it. Supported operations cover:
 
@@ -51,7 +43,7 @@ Send a message to an Amazon SQS queue
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `data` | json | Yes | Message body to send as JSON object \(e.g., \{ "action": "process", "payload": \{...\} \}\) |
 | `delaySeconds` | number | No | Seconds to delay delivery of this message, 0-900. Not supported per-message on FIFO queues |
 | `messageAttributes` | json | No | Message attributes keyed by name, each \{ "dataType": "String" \| "Number", "stringValue": "..." \}. A custom label such as Number.float is allowed; Binary attributes are not supported |
@@ -79,7 +71,7 @@ Send up to 10 messages to an Amazon SQS queue in a single request
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `entries` | array | Yes | Up to 10 entries, each \{ "id": "unique-id", "data": \{ ... \}, "delaySeconds"?, "messageGroupId"?, "messageDeduplicationId"?, "messageAttributes"? \} |
 
 #### Output
@@ -112,7 +104,7 @@ Receive up to 10 messages from an Amazon SQS queue, with optional long polling
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `maxNumberOfMessages` | number | No | Maximum number of messages to return, 1-10 \(default 1\) |
 | `waitTimeSeconds` | number | No | Long-poll duration in seconds, 0-20. Waits for a message to arrive before returning \(default 0, short poll\) |
 | `visibilityTimeout` | number | No | Seconds the returned messages stay hidden from other consumers, 0-43200. Defaults to the queue setting |
@@ -145,7 +137,7 @@ Delete a received message from an Amazon SQS queue using its receipt handle
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `receiptHandle` | string | Yes | Receipt handle returned by sqs_receive_message for the message to delete |
 
 #### Output
@@ -165,7 +157,7 @@ Delete up to 10 received messages from an Amazon SQS queue in a single request
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `entries` | array | Yes | Up to 10 entries, each \{ "id": "unique-id", "receiptHandle": "..." \}. Receipt handles come from sqs_receive_message |
 
 #### Output
@@ -194,7 +186,7 @@ Change how long a received Amazon SQS message stays hidden from other consumers
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `receiptHandle` | string | Yes | Receipt handle returned by sqs_receive_message for the message to update |
 | `visibilityTimeout` | number | Yes | New visibility timeout in seconds, 0-43200 \(12 hours\). 0 makes the message immediately visible again |
 
@@ -215,7 +207,7 @@ Change the visibility timeout of up to 10 received Amazon SQS messages at once
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `entries` | array | Yes | Up to 10 entries, each \{ "id": "unique-id", "receiptHandle": "...", "visibilityTimeout": 0-43200 \}. Receipt handles come from sqs_receive_message |
 
 #### Output
@@ -287,7 +279,7 @@ Read configuration and message-count attributes of an Amazon SQS queue
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `attributeNames` | array | No | Attributes to return, e.g. \["All"\], \["ApproximateNumberOfMessages"\], \["QueueArn"\], \["VisibilityTimeout"\], \["RedrivePolicy"\]. Omitting this returns no attributes |
 
 #### Output
@@ -307,7 +299,7 @@ Update configuration attributes of an existing Amazon SQS queue
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `attributes` | json | Yes | Attributes to set as string values, e.g. \{ "VisibilityTimeout": "60", "MessageRetentionPeriod": "345600", "RedrivePolicy": "\{...\}" \}. FifoQueue can only be set at creation |
 
 #### Output
@@ -349,7 +341,7 @@ Delete an Amazon SQS queue and every message still in it
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 
 #### Output
 
@@ -368,7 +360,7 @@ Delete every message in an Amazon SQS queue while keeping the queue itself
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 
 #### Output
 
@@ -410,7 +402,7 @@ List the cost-allocation tags attached to an Amazon SQS queue
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 
 #### Output
 
@@ -429,7 +421,7 @@ Add or overwrite cost-allocation tags on an Amazon SQS queue
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `tags` | json | Yes | Tags to apply as \{ "key": "value" \} pairs. An existing key is overwritten. AWS recommends no more than 50 tags per queue |
 
 #### Output
@@ -449,7 +441,7 @@ Remove cost-allocation tags from an Amazon SQS queue
 | `region` | string | Yes | AWS region \(e.g., us-east-1\) |
 | `accessKeyId` | string | Yes | AWS access key ID |
 | `secretAccessKey` | string | Yes | AWS secret access key |
-| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue\) |
+| `queueUrl` | string | Yes | SQS queue URL \(e.g., https://sqs.us-east-1.amazonaws.com/123456789012/my-queue) |
 | `tagKeys` | array | Yes | Tag keys to remove, e.g. \["env", "team"\] |
 
 #### Output
diff --git a/apps/docs/content/docs/integrations/ssm.mdx b/apps/docs/content/docs/integrations/ssm.mdx
index a2600c5bec3..65901bb362e 100644
--- a/apps/docs/content/docs/integrations/ssm.mdx
+++ b/apps/docs/content/docs/integrations/ssm.mdx
@@ -11,18 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[AWS Systems Manager](https://aws.amazon.com/systems-manager/) is the operations hub for AWS. It gives you a single place to run commands across fleets of managed nodes, store configuration and secrets, track patch and compliance state, and execute runbooks — without opening SSH, managing bastion hosts, or distributing long-lived credentials.
+Use [AWS Systems Manager](https://aws.amazon.com/systems-manager/) to run commands on managed nodes, read and write Parameter Store values, inspect inventory and compliance, and manage Automation runbooks.
 
-With AWS Systems Manager, you can:
-
-- **Run commands remotely**: Execute shell or PowerShell across a fleet by instance ID or tag-based targets, with concurrency and error thresholds you control
-- **Store configuration and secrets**: Keep parameters in Parameter Store as plain strings, string lists, or KMS-encrypted SecureStrings
-- **Inspect your fleet**: List managed nodes with their platform, agent version, and last ping time
-- **Track patch state**: Read per-instance patch installations and summary compliance counts
-- **Audit compliance**: Query compliance items and summaries across your managed nodes
-- **Automate runbooks**: Start, monitor, and stop Automation executions built on SSM documents
-
-In Sim, the Systems Manager integration is what lets an agent act on infrastructure rather than only report on it. Paired with CloudWatch or CloudTrail for detection, a workflow can investigate an alert, run a diagnostic command against the affected nodes, read the configuration behind the failure from Parameter Store, and kick off an Automation runbook to remediate — end to end, with every step logged in your run history.
+The following notes explain how secret values appear in workflow inputs, outputs, and run logs.
 
 Parameter Store decryption is opt-in: `Get Parameter`, `Get Parameters`, and `Get Parameters By Path` leave `WithDecryption` off unless you explicitly enable it, so a SecureString stays encrypted by default.
 
diff --git a/apps/docs/content/docs/integrations/stagehand.mdx b/apps/docs/content/docs/integrations/stagehand.mdx
index 16e391c0f3a..541fbec2123 100644
--- a/apps/docs/content/docs/integrations/stagehand.mdx
+++ b/apps/docs/content/docs/integrations/stagehand.mdx
@@ -11,22 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Stagehand](https://stagehand.com) is a tool that enables both extraction of structured data from webpages and autonomous web automation using Browserbase and modern LLMs (OpenAI or Anthropic).
-
-Stagehand offers two main capabilities in Sim:
-
-- **stagehand_extract**: Extract structured data from a single webpage. You specify what you want (a schema), and the AI retrieves and parses the data in that shape from the page. This is best for extracting lists, fields, or objects when you know exactly what information you need and where to get it.
-
-- **stagehand_agent**: Run an autonomous web agent capable of completing multi-step tasks, interacting with elements, navigating between pages, and returning structured results. This is much more flexible: the agent can do things like log in, search, fill forms, gather data from multiple places, and output a final result according to a requested schema.
-
-**Key Differences:**
-
-- *stagehand_extract* is a rapid “extract this data from this page” operation. It works best for direct, one-step extraction tasks.
-- *stagehand_agent* performs complex, multi-step autonomous tasks on the web — such as navigation, searching, or even transactions — and can dynamically extract data according to your instructions and an optional schema.
-
-In practice, use **stagehand_extract** when you know what you want and where, and use **stagehand_agent** when you need a bot to think through and execute interactive workflows.
-
-By integrating Stagehand, Sim agents can automate data gathering, analysis, and workflow execution on the web: updating databases, organizing information, and generating custom reports—seamlessly and autonomously.
+[Stagehand](https://www.stagehand.dev/) runs browser automation using Browserbase and an LLM. Use **Extract** to retrieve page data matching a schema. Use **Agent** for a task that requires multiple browser interactions, such as navigating and filling out a form. Configure the Browserbase and model credentials required by the selected operation.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/stripe.mdx b/apps/docs/content/docs/integrations/stripe.mdx
index a93493cc018..fc442753326 100644
--- a/apps/docs/content/docs/integrations/stripe.mdx
+++ b/apps/docs/content/docs/integrations/stripe.mdx
@@ -11,21 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Stripe](https://stripe.com/) is a powerful payments platform that enables you to easily manage payments, customers, subscriptions, invoices, products, and more.
-
-With Stripe integrated into Sim, your agents can:
-
-- **Create and manage payment intents**: Process payments with flexible configuration options.
-- **Work with customers**: Create, retrieve, and update customer records for your business.
-- **Handle subscriptions**: Manage recurring billing and subscription lifecycles.
-- **Create and send invoices**: Generate invoices for one-time or recurring payments.
-- **Track and manage charges**: Retrieve and update charge objects for monitoring payments.
-- **Configure products and prices**: Set up your catalog of products, pricing models, and offers.
-- **Listen and react to Stripe events**: Trigger workflows in response to payment updates, successful charges, and other Stripe events.
-
-By connecting Sim with Stripe, you enable seamless automation and financial operations within your agent workflows. Automate customer onboarding, subscription management, payment collection, invoice generation, and even custom actions when payment events occur—all handled directly by your agents, securely via Stripe.
-
-Whether you’re building e-commerce automation, subscription services, or running reporting and reconciliation, the Stripe tool makes it easy to coordinate payments and financial data within your intelligent Sim workflows.
+Use [Stripe](https://stripe.com/) in Sim to manage payment intents, customers, subscriptions, invoices, charges, products, and prices. Stripe event triggers can start workflows when payment or other supported events occur.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/sts.mdx b/apps/docs/content/docs/integrations/sts.mdx
index 69e75b13d24..8c5bf177294 100644
--- a/apps/docs/content/docs/integrations/sts.mdx
+++ b/apps/docs/content/docs/integrations/sts.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[AWS Security Token Service (STS)](https://docs.aws.amazon.com/STS/latest/APIReference/welcome.html) is a web service that enables you to request temporary, limited-privilege credentials for AWS Identity and Access Management (IAM) users or for users that you authenticate (federated users).
-
-With AWS STS, you can:
-
-- **Assume IAM roles**: Request temporary credentials to access AWS resources across accounts or with elevated permissions
-- **Verify identity**: Determine the AWS account, ARN, and user ID associated with the calling credentials
-- **Generate session tokens**: Obtain temporary credentials with optional MFA protection for enhanced security
-- **Audit access keys**: Look up the AWS account that owns a given access key for security investigations
-
-In Sim, the AWS STS integration allows your agents to manage temporary credentials as part of automated workflows. This is useful for cross-account access patterns, credential rotation, identity verification before sensitive operations, and security auditing. Agents can assume roles to interact with other AWS services, verify their own identity, or look up access key ownership without exposing long-lived credentials.
+Use [AWS STS](https://docs.aws.amazon.com/STS/latest/APIReference/welcome.html) to request temporary credentials, assume roles, verify the calling identity, and identify the AWS account associated with an access key.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -79,7 +70,7 @@ Assume an IAM role using an OIDC/OAuth 2.0 web identity token (e.g. GitHub Actio
 | `roleArn` | string | Yes | ARN of the IAM role to assume |
 | `roleSessionName` | string | Yes | Identifier for the assumed role session |
 | `webIdentityToken` | string | Yes | OAuth 2.0 access token or OpenID Connect ID token from the identity provider \(up to 20000 chars\) |
-| `providerId` | string | No | Fully qualified host of a legacy OAuth 2.0 provider \(e.g. www.amazon.com\); omit for OpenID Connect providers |
+| `providerId` | string | No | Fully qualified host of a legacy OAuth 2.0 provider \(e.g. www.amazon.com); omit for OpenID Connect providers |
 | `policyArns` | string | No | Comma-separated ARNs of up to 10 IAM managed policies to use as session policies |
 | `policy` | string | No | JSON IAM policy to further restrict session permissions \(max 2048 chars\) |
 | `durationSeconds` | number | No | Duration of the session in seconds \(900-43200, default 3600\) |
diff --git a/apps/docs/content/docs/integrations/supabase.mdx b/apps/docs/content/docs/integrations/supabase.mdx
index f710213dc3e..c27264ba7ba 100644
--- a/apps/docs/content/docs/integrations/supabase.mdx
+++ b/apps/docs/content/docs/integrations/supabase.mdx
@@ -11,26 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Supabase](https://www.supabase.com/) is a powerful open-source backend-as-a-service platform that provides developers with a suite of tools to build, scale, and manage modern applications. Supabase offers a fully managed [PostgreSQL](https://www.postgresql.org/) database, robust authentication, instant RESTful and GraphQL APIs, real-time subscriptions, file storage, and edge functions—all accessible through a unified and developer-friendly interface. Its open-source nature and compatibility with popular frameworks make it a compelling alternative to Firebase, with the added benefit of SQL flexibility and transparency.
-
-**Why Supabase?**
-- **Instant APIs:** Every table and view in your database is instantly available via REST and GraphQL endpoints, making it easy to build data-driven applications without writing custom backend code.
-- **Real-time Data:** Supabase enables real-time subscriptions, allowing your apps to react instantly to changes in your database.
-- **Authentication & Authorization:** Built-in user management with support for email, OAuth, SSO, and more, plus row-level security for granular access control.
-- **Storage:** Securely upload, serve, and manage files with built-in storage that integrates seamlessly with your database.
-- **Edge Functions:** Deploy serverless functions close to your users for low-latency custom logic.
-
-**Using Supabase in Sim**
-
-Sim’s Supabase integration makes it effortless to connect your agentic workflows to your Supabase projects. With just a few configuration fields—your Project ID, Table name, and Service Role Secret—you can securely interact with your database directly from your Sim blocks. The integration abstracts away the complexity of API calls, letting you focus on building logic and automations.
-
-**Key benefits of using Supabase in Sim:**
-- **No-code/low-code database operations:** Query, insert, update, and delete rows in your Supabase tables without writing SQL or backend code.
-- **Flexible querying:** Use [PostgREST filter syntax](https://postgrest.org/en/stable/api.html#operators) to perform advanced queries, including filtering, ordering, and limiting results.
-- **Seamless integration:** Easily connect Supabase to other tools and services in your workflow, enabling powerful automations such as syncing data, triggering notifications, or enriching records.
-- **Secure and scalable:** All operations use your Supabase Service Role Secret, ensuring secure access to your data with the scalability of a managed cloud platform.
-
-Whether you’re building internal tools, automating business processes, or powering production applications, Supabase in Sim provides a fast, reliable, and developer-friendly way to manage your data and backend logic—no infrastructure management required. Simply configure your block, select the operation you need, and let Sim handle the rest.
+[Supabase](https://www.supabase.com/) provides Postgres databases and related project services. Use this integration to query, insert, update, and delete table rows, or select the storage, function, and other operations listed below. Configure your Project ID and Service Role Secret; table operations also require a table name. Use [PostgREST filter syntax](https://postgrest.org/en/stable/api.html#operators) when filtering, ordering, or limiting row queries.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/table.mdx b/apps/docs/content/docs/integrations/table.mdx
index 096574ad428..de93e9490fd 100644
--- a/apps/docs/content/docs/integrations/table.mdx
+++ b/apps/docs/content/docs/integrations/table.mdx
@@ -26,7 +26,6 @@ Tables allow you to create and manage custom data tables directly within Sim. St
 - Query with filters and sorting
 - Batch operations for bulk inserts
 - Bulk updates and deletes by filter
-- Up to 10,000 rows per table, 100 tables per workspace
 
 ## Creating Tables
 
@@ -37,13 +36,7 @@ Tables are created from the **Tables** section in the sidebar. Each table requir
 
 ### Column Types
 
-| Type | Description | Example Values |
-|------|-------------|----------------|
-| `string` | Text data | `"John Doe"`, `"active"` |
-| `number` | Numeric data | `42`, `99.99` |
-| `boolean` | True/false values | `true`, `false` |
-| `date` | Date/time values | `"2024-01-15T10:30:00Z"` |
-| `json` | Complex nested data | `{"address": {"city": "NYC"}}` |
+See [Table column types](/tables#column-types) for the supported types and their storage behavior.
 
 ### Column Constraints
 
@@ -386,10 +379,10 @@ These can be used in filters and sorting.
 
 | Resource | Limit |
 |----------|-------|
-| Tables per workspace | 100 |
-| Rows per table | 10,000 |
-| Columns per table | 50 |
-| Max row size | 100KB |
+| Tables per workspace | Depends on workspace plan and deployment settings |
+| Rows per table | Depends on workspace plan and deployment settings |
+| Columns per table | 1,000 |
+| Max row size | 400KB by default; configurable on self-hosted deployments |
 | String value length | 10,000 characters |
 | Query limit | 1,000 rows |
 | Batch insert size | 1,000 rows |
@@ -397,8 +390,6 @@ These can be used in filters and sorting.
 
 ## Notes
 
-- Category: `blocks`
-- Type: `table`
 - Tables are scoped to workspaces and accessible from any workflow within that workspace
 - Data persists across workflow executions
 - Use unique constraints to enable upsert functionality
diff --git a/apps/docs/content/docs/integrations/tailscale.mdx b/apps/docs/content/docs/integrations/tailscale.mdx
index fcec5a460e5..a1bc2958d3d 100644
--- a/apps/docs/content/docs/integrations/tailscale.mdx
+++ b/apps/docs/content/docs/integrations/tailscale.mdx
@@ -11,9 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-## Overview
-
-[Tailscale](https://tailscale.com) is a zero-config mesh VPN built on WireGuard that makes it easy to connect devices, services, and users across any network. The Tailscale block lets you automate network management tasks like device provisioning, access control, route management, and DNS configuration directly from your Sim workflows.
+Use [Tailscale](https://tailscale.com) to manage devices, DNS, ACLs, auth keys, users, and routes in a tailnet.
 
 ## Authentication
 
@@ -29,17 +27,6 @@ You must have an **Owner**, **Admin**, **IT admin**, or **Network admin** role t
 ## Tailnet Identifier
 
 Every operation requires a **tailnet** parameter. This is typically your organization's domain name (e.g., `example.com`). You can also use `"-"` to refer to your default tailnet.
-
-## Common Use Cases
-
-- **Device inventory**: List and monitor all devices connected to your network
-- **Automated provisioning**: Create and manage auth keys to pre-authorize new devices
-- **Access control**: Authorize or deauthorize devices, manage device tags for ACL policies
-- **Route management**: View and enable subnet routes for devices acting as subnet routers
-- **DNS management**: Configure nameservers, MagicDNS, and search paths
-- **Key lifecycle**: Create, list, inspect, and revoke auth keys
-- **User auditing**: List all users in the tailnet and their roles
-- **Policy review**: Retrieve the current ACL policy for inspection or backup
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/tavily.mdx b/apps/docs/content/docs/integrations/tavily.mdx
index dc5a3fabb91..79909e6f254 100644
--- a/apps/docs/content/docs/integrations/tavily.mdx
+++ b/apps/docs/content/docs/integrations/tavily.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Tavily](https://www.tavily.com/) is an AI-powered search API designed specifically for LLM applications. It provides reliable, real-time information retrieval capabilities with features optimized for AI use cases, including semantic search, content extraction, and structured data retrieval.
-
-With Tavily, you can:
-
-- **Perform contextual searches**: Get relevant results based on semantic understanding rather than just keyword matching
-- **Extract structured content**: Pull specific information from web pages in a clean, usable format
-- **Access real-time information**: Retrieve up-to-date data from across the web
-- **Process multiple URLs simultaneously**: Extract content from several web pages in a single request
-- **Receive AI-optimized results**: Get search results specifically formatted for consumption by AI systems
-
-In Sim, the Tavily integration enables your agents to search the web and extract information as part of their workflows. This allows for sophisticated automation scenarios that require up-to-date information from the internet. Your agents can formulate search queries, retrieve relevant results, and extract content from specific web pages to inform their decision-making processes. This integration bridges the gap between your workflow automation and the vast knowledge available on the web, enabling your agents to access real-time information without manual intervention. By connecting Sim with Tavily, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users.
+[Tavily](https://tavily.com/) searches the web and retrieves website content. Use **Search** for a query, **Extract** for specific URLs, **Crawl** to collect content across a site, or **Map** to discover its URLs. Connect a Tavily API key to run these operations.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/telegram.mdx b/apps/docs/content/docs/integrations/telegram.mdx
index 62d70001494..d2c43aa47f3 100644
--- a/apps/docs/content/docs/integrations/telegram.mdx
+++ b/apps/docs/content/docs/integrations/telegram.mdx
@@ -25,25 +25,31 @@ With the Telegram integration in Sim, you can:
 
 In Sim, the Telegram integration enables your agents to send messages and rich media to Telegram chats as part of automated workflows. This is ideal for automated notifications, alerts, content distribution, and interactive bot experiences.
 
-Learn how to create a webhook trigger in Sim that seamlessly initiates workflows from Telegram messages. This tutorial walks you through setting up a webhook, configuring it with Telegram's bot API, and triggering automated actions in real-time.
+## Start workflows from Telegram messages
+
+This video shows webhook setup and triggering a workflow from an incoming Telegram message.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/9oKcJtQ0_IM"
-  title="Use Telegram with Sim"
+  title="Start a Sim workflow from a Telegram message"
+  loading="lazy"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Learn how to use the Telegram Tool in Sim to seamlessly automate message delivery to any Telegram group. This tutorial walks you through integrating the tool into your workflow, configuring group messaging, and triggering automated updates in real-time.
+## Send messages to a Telegram group
+
+This video shows the Telegram block configuration for sending workflow updates to a group.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/AG55LpUreGI"
-  title="Use Telegram with Sim"
+  title="Send messages to a Telegram group from Sim"
+  loading="lazy"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
diff --git a/apps/docs/content/docs/integrations/temporal.mdx b/apps/docs/content/docs/integrations/temporal.mdx
index 1943edb822a..fc150ced097 100644
--- a/apps/docs/content/docs/integrations/temporal.mdx
+++ b/apps/docs/content/docs/integrations/temporal.mdx
@@ -40,7 +40,7 @@ Start a new workflow execution on a Temporal cluster.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `workflowId` | string | Yes | Unique workflow ID for the new execution \(e.g., order-1234\) |
@@ -71,7 +71,7 @@ Send a signal to a running Temporal workflow execution.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `workflowId` | string | Yes | Workflow ID of the execution to signal |
@@ -94,7 +94,7 @@ Atomically signal a Temporal workflow, starting it first if it is not already ru
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `workflowId` | string | Yes | Workflow ID to signal, or to start and signal \(e.g., order-1234\) |
@@ -127,7 +127,7 @@ Run a synchronous query against the state of a Temporal workflow execution and r
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `workflowId` | string | Yes | Workflow ID of the execution to query |
@@ -151,7 +151,7 @@ Invoke an update handler on a running Temporal workflow and wait for its result.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `workflowId` | string | Yes | Workflow ID of the execution to update |
@@ -175,7 +175,7 @@ Get the current state of a Temporal workflow execution, including status, timing
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `workflowId` | string | Yes | Workflow ID of the execution to describe |
@@ -211,7 +211,7 @@ List workflow executions in a Temporal namespace, optionally filtered with a vis
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `query` | string | No | Visibility list filter, e.g. WorkflowType = "OrderWorkflow" AND ExecutionStatus = "Running" \(empty lists all executions\) |
@@ -242,7 +242,7 @@ Count workflow executions in a Temporal namespace matching a visibility query, w
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `query` | string | No | Visibility count filter, e.g. ExecutionStatus = "Running" or ... GROUP BY ExecutionStatus \(empty counts all executions\) |
@@ -264,7 +264,7 @@ Fetch the event history of a Temporal workflow execution, optionally filtered to
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `workflowId` | string | Yes | Workflow ID of the execution |
@@ -292,7 +292,7 @@ Request cooperative cancellation of a running Temporal workflow execution. The w
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `workflowId` | string | Yes | Workflow ID of the execution to cancel |
@@ -313,7 +313,7 @@ Forcefully terminate a Temporal workflow execution immediately, without giving t
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `workflowId` | string | Yes | Workflow ID of the execution to terminate |
@@ -334,7 +334,7 @@ Reset a Temporal workflow execution to a past workflow task, terminating the cur
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `workflowId` | string | Yes | Workflow ID of the execution to reset |
@@ -357,7 +357,7 @@ List the workers currently polling a Temporal task queue, to check whether a wor
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `taskQueue` | string | Yes | Name of the task queue to describe \(e.g., orders\) |
@@ -381,7 +381,7 @@ Create a Temporal schedule that starts a workflow on a cron or interval cadence.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `scheduleId` | string | Yes | Unique ID for the new schedule \(e.g., nightly-report\) |
@@ -410,7 +410,7 @@ List schedules in a Temporal namespace.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `query` | string | No | Visibility filter over schedules, e.g. TemporalSchedulePaused = false \(empty lists all schedules\) |
@@ -437,7 +437,7 @@ Get the configuration and current state of a Temporal schedule, including its sp
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `scheduleId` | string | Yes | ID of the schedule to describe |
@@ -468,7 +468,7 @@ Pause a Temporal schedule so it stops taking actions until unpaused.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `scheduleId` | string | Yes | ID of the schedule to pause |
@@ -488,7 +488,7 @@ Unpause a Temporal schedule so it resumes taking actions.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `scheduleId` | string | Yes | ID of the schedule to unpause |
@@ -508,7 +508,7 @@ Trigger an immediate action of a Temporal schedule, outside its normal spec.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `scheduleId` | string | Yes | ID of the schedule to trigger |
@@ -528,7 +528,7 @@ Delete a Temporal schedule. Workflows already started by the schedule keep runni
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243\) |
+| `serverUrl` | string | Yes | Base URL of the Temporal server's HTTP API \(e.g., http://localhost:7243) |
 | `namespace` | string | Yes | Temporal namespace \(e.g., default\) |
 | `apiKey` | string | No | API key sent as a Bearer token \(leave blank for servers without auth\) |
 | `scheduleId` | string | Yes | ID of the schedule to delete |
diff --git a/apps/docs/content/docs/integrations/thrive.mdx b/apps/docs/content/docs/integrations/thrive.mdx
index 8f3eaeae2b0..4c5b93dc1a7 100644
--- a/apps/docs/content/docs/integrations/thrive.mdx
+++ b/apps/docs/content/docs/integrations/thrive.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Thrive Learning](https://thrivelearning.com/) is a learning management and compliance platform that helps organizations manage user onboarding, training assignments, and CPD tracking. It gives HR and L&D teams a central system for organizing learners into audiences, assigning content, and monitoring completion and compliance status.
-
-With Thrive, you can:
-
-- **Manage the user lifecycle**: Create, update, suspend, and delete users, and look them up by ID or ref
-- **Organize audiences and structures**: Create and manage audiences, move them between parents, and manage their members and managers
-- **Assign and track compliance**: Create assignments tied to content and audiences, and list or inspect the resulting enrolments
-- **Record learning outcomes**: Create and query completion records, including skills acquired and RPL imports
-- **Access content and activity data**: Look up content items and query user activity records
-
-In Sim, the Thrive Learning integration allows your agents to manage the full user lifecycle, organize audiences and their members and managers, create and track compliance assignments and enrolments, record and query learning completions, and retrieve content and activity records — all programmatically through API calls. This enables agents to automate onboarding, training assignment, and compliance reporting workflows directly against Thrive's tenant.
+Use [Thrive Learning](https://thrivelearning.com/) in Sim to manage learners, audiences, assignments, enrolments, and completion records. Workflows can look up users by ID or ref, manage audience members and managers, and retrieve content and activity data.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/tiktok.mdx b/apps/docs/content/docs/integrations/tiktok.mdx
index c3508797dc5..ad7fb9c87e7 100644
--- a/apps/docs/content/docs/integrations/tiktok.mdx
+++ b/apps/docs/content/docs/integrations/tiktok.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[TikTok](https://www.tiktok.com/) is a short-form video platform. Its Display and Content Posting APIs expose the authenticated creator's profile and videos, and let an application send a video to the creator's TikTok inbox as a draft, which the creator then reviews and publishes from the app.
-
-With the TikTok integration in Sim, you can:
-
-- **Read the profile**: Get the authenticated user's display name, avatar, bio, verification status, and follower, following, likes, and video counts
-- **Browse videos**: List videos with cover images, embed links, and metadata, or query specific videos by ID
-- **Send drafts for review**: Upload a video to the TikTok inbox as a draft for the creator to publish
-- **Track publishing**: Check the status of a submitted post
-- **React to post events**: Trigger workflows when a draft is delivered to the inbox, a post finishes or fails publishing, a post becomes publicly available or stops being public, or authorization is removed
-
-In Sim, the TikTok integration enables your agents to prepare content and report on it without ever publishing unattended. An agent can render or select a video, send it to the inbox as a draft, and follow the publish-status events — while profile and video data feed reporting workflows elsewhere in Sim.
+Use [TikTok](https://www.tiktok.com/) to read the authenticated creator's profile and videos, send a video to their inbox as a draft, and track publishing status. The creator reviews and publishes drafts in TikTok; this integration does not publish them unattended. Webhooks can notify workflows about post and authorization changes.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/tinybird.mdx b/apps/docs/content/docs/integrations/tinybird.mdx
index c06f0e5e20b..61c39d887dd 100644
--- a/apps/docs/content/docs/integrations/tinybird.mdx
+++ b/apps/docs/content/docs/integrations/tinybird.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Supercharge your real-time data pipelines and analytics with [Tinybird](https://tinybird.co) – the fast, scalable platform for ingesting, querying, and building APIs on large volumes of event data. Tinybird enables developers and data engineers to collect, transform, and expose data instantly, making it easy to power dashboards, applications, and automation with fresh insights.
-
-With the Tinybird integration, you can:
-
-- **Stream events at scale:** Ingest millions of JSON events per second reliably, using HTTP-based APIs with NDJSON or JSON.
-- **Query data with low latency:** Run complex SQL-based analytics and aggregation queries in real time, ideal for dashboards, alerting, and reports.
-- **Expose data via instant APIs:** Build and publish API endpoints for your queries directly from the Tinybird UI or via their API.
-- **Automate workflows:** Use Tinybird’s APIs in your automations to fetch, transform, and sync data across your stack.
-- **Monitor and debug:** Get insights into pipeline performance, query latencies, and ingestion health with real-time monitoring.
-- **Secure access:** Leverage fine-grained authentication and resource scoping with personal or workspace API tokens.
-
-Tinybird empowers engineering, analytics, and product teams to deliver lightning-fast, always-up-to-date data products with minimal operational overhead. Go from raw event data to production-ready endpoints in minutes.
-
-Connect Tinybird to your workflows today to accelerate data-driven features, automation, and analytics!
+[Tinybird](https://www.tinybird.co/) ingests data and exposes query results through APIs. Send JSON or NDJSON events, run SQL queries, or call a published Pipe by name with its parameters. The integration also manages data sources and checks asynchronous task status.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -44,7 +31,7 @@ Send events to a Tinybird Data Source using the Events API. Supports JSON and ND
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co or https://api.us-east.tinybird.co\) |
+| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co or https://api.us-east.tinybird.co) |
 | `datasource` | string | Yes | Name of the Tinybird Data Source to send events to. Example: "events_raw", "user_analytics" |
 | `data` | string | Yes | Data to send as NDJSON \(newline-delimited JSON\) or JSON string. Each event should be a valid JSON object. Example NDJSON: \{"user_id": 1, "event": "click"\}\n\{"user_id": 2, "event": "view"\} |
 | `wait` | boolean | No | Wait for database acknowledgment before responding. Enables safer retries but introduces latency. Defaults to false. |
@@ -67,7 +54,7 @@ Execute SQL queries against Tinybird Pipes and Data Sources using the Query API.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co\) |
+| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co) |
 | `query` | string | Yes | SQL query to execute. Specify your desired output format \(e.g., FORMAT JSON, FORMAT CSV, FORMAT TSV\). JSON format provides structured data, while other formats return raw text. Example: "SELECT * FROM my_datasource LIMIT 100 FORMAT JSON" |
 | `pipeline` | string | No | Optional pipe name. When provided, enables SELECT * FROM _ syntax. Example: "my_pipe", "analytics_pipe" |
 | `token` | string | Yes | Tinybird API Token with PIPES:READ scope |
@@ -92,7 +79,7 @@ Call a published Tinybird Pipe API Endpoint by name, passing dynamic parameters
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co\) |
+| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co) |
 | `pipe` | string | Yes | Name of the published Pipe API Endpoint to call. Example: "top_pages" |
 | `parameters` | json | No | Dynamic Pipe parameters as a JSON object, sent as query-string arguments. Example: \{"start_date": "2024-01-01", "limit": 10\} |
 | `q` | string | No | Optional SQL to run on top of the Pipe result. Use "_" to reference the Pipe. Example: "SELECT count\(\) FROM _" |
@@ -121,7 +108,7 @@ Append data to a Tinybird Data Source from a remote file URL (CSV, NDJSON, Parqu
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co\) |
+| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co) |
 | `datasource` | string | Yes | Name of the existing Data Source to append to. Example: "events_raw" |
 | `url` | string | Yes | Publicly accessible URL of the file to append. Example: "https://example.com/data.csv" |
 | `format` | string | No | Format of the source file: "csv" \(default\), "ndjson", or "parquet" |
@@ -147,7 +134,7 @@ Delete all rows from a Tinybird Data Source.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co\) |
+| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co) |
 | `datasource` | string | Yes | Name of the Data Source to truncate. Example: "events_raw" |
 | `token` | string | Yes | Tinybird API Token with DATASOURCES:CREATE scope |
 
@@ -166,7 +153,7 @@ Delete rows from a Tinybird Data Source matching a SQL condition.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co\) |
+| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co) |
 | `datasource` | string | Yes | Name of the Data Source to delete rows from. Example: "events_raw" |
 | `delete_condition` | string | Yes | SQL WHERE-clause condition selecting the rows to delete. Example: "country = 'ES'" or "event_date &lt; '2024-01-01'" |
 | `dry_run` | boolean | No | When true, returns how many rows would be deleted without deleting them. Defaults to false. |
@@ -191,7 +178,7 @@ Check the status of an asynchronous Tinybird job (import, delete, etc.) by ID.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co\) |
+| `base_url` | string | Yes | Tinybird API base URL \(e.g., https://api.tinybird.co) |
 | `job_id` | string | Yes | ID of the job to check, as returned by an append or delete operation |
 | `token` | string | Yes | Tinybird API Token with ADMIN scope, or the token that started the job |
 
diff --git a/apps/docs/content/docs/integrations/trello-service-account.mdx b/apps/docs/content/docs/integrations/trello-service-account.mdx
index ce3a45487dd..fbc802748cf 100644
--- a/apps/docs/content/docs/integrations/trello-service-account.mdx
+++ b/apps/docs/content/docs/integrations/trello-service-account.mdx
@@ -7,7 +7,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-Trello service account credentials let your workflows authenticate to Trello with a pasted API token instead of a personal OAuth connection. The token belongs to a Trello member — ideally a dedicated bot account — so workflows keep running even when individual teammates leave or revoke their own connections.
+Connect Trello with an API token created for the Sim deployment's API key. The token acts as the Trello member who authorized it and can access that member's boards.
 
 <Callout type="warn">
 Trello tokens are bound to the API key that authorized them. A token generated with your own Trello Power-Up key will **not** work in Sim — Trello rejects it with `401 invalid token`. The token must be minted through Trello's authorize URL using the API key of the Sim deployment you're connecting to. Follow the steps below exactly.
@@ -28,7 +28,7 @@ https://trello.com/1/authorize?expiration=never&scope=read,write&response_type=t
 <Callout type="info">
 The `key` parameter must be the Trello API key of the Sim deployment:
 
-- **Sim's hosted cloud** — contact Sim support for the ready-made authorize link with the key already filled in (a future update to the connect modal may surface it in-product). Don't substitute your own key.
+- **Sim's hosted cloud** — contact [Sim support](mailto:help@sim.ai) for the authorize link with the deployment's key already filled in. Do not substitute your own key.
 - **Self-hosted Sim** — substitute the value of your deployment's `TRELLO_API_KEY` environment variable. Trello API keys are public-by-design identifiers (not secrets); yours is shown at [trello.com/power-ups/admin](https://trello.com/power-ups/admin) under your Power-Up's API key page.
 </Callout>
 
@@ -54,7 +54,7 @@ Keep `expiration=never` and `scope=read,write` in the URL exactly as shown. A to
 
 Newer Trello tokens start with `ATTA`; older ones are 64-character hex strings. Both work — Sim doesn't enforce a format.
 
-## Adding the Service Account to Sim
+## Adding the API Token to Sim
 
 <Steps>
   <Step>
@@ -77,9 +77,9 @@ Newer Trello tokens start with `ATTA`; older ones are 64-character hex strings.
 
 The token is encrypted before being stored.
 
-## Using the Service Account in Workflows
+## Using the Credential in Workflows
 
-Add a Trello block to your workflow. In the credential dropdown, your Trello service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+Add a Trello block to your workflow. In the credential dropdown, select the saved Trello API token. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): Trello block in a workflow with the Trello service account selected as the credential */}
 
diff --git a/apps/docs/content/docs/integrations/trello.mdx b/apps/docs/content/docs/integrations/trello.mdx
index 9a4a8c817e6..69757def7d2 100644
--- a/apps/docs/content/docs/integrations/trello.mdx
+++ b/apps/docs/content/docs/integrations/trello.mdx
@@ -11,25 +11,14 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Trello](https://trello.com) is a visual collaboration tool that helps you organize projects, tasks, and workflows using boards, lists, and cards.
-
-With Trello in Sim, you can:
-
-- **List boards and lists**: View the boards you have access to and their associated lists.
-- **List and search cards**: Retrieve all cards on a board or filter by list to see their content and status.
-- **Create cards**: Add new cards to a Trello list, including descriptions, labels, and due dates.
-- **Update and move cards**: Edit card properties, move cards across lists, and set due dates or labels.
-- **Get recent activity**: Retrieve actions and activity history for boards and cards.
-- **Comment on cards**: Add comments to cards for collaboration and tracking.
-
-Integrating Trello with Sim empowers your agents to manage your team’s tasks, boards, and projects programmatically. Automate project management workflows, keep task lists up-to-date, synchronize with other tools, or trigger intelligent workflows in response to Trello events—all through your AI agents.
+Use [Trello](https://trello.com) to manage boards, lists, cards, checklists, labels, and members, or retrieve activity and add comments. Complete the OAuth Allowed Origins setup below before connecting your account.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
 {/* MANUAL-CONTENT-START:usage */}
-### Trello OAuth Setup
+## Trello OAuth Setup
 
 Before connecting Trello in Sim, add your Sim app origin to the **Allowed Origins** list for your Trello API key in the Trello Power-Up admin settings.
 
diff --git a/apps/docs/content/docs/integrations/trigger_dev.mdx b/apps/docs/content/docs/integrations/trigger_dev.mdx
index 117550f390d..12f2a9c1516 100644
--- a/apps/docs/content/docs/integrations/trigger_dev.mdx
+++ b/apps/docs/content/docs/integrations/trigger_dev.mdx
@@ -11,18 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Trigger.dev](https://trigger.dev/) is an open-source platform for running background jobs and AI workloads. You write tasks in plain TypeScript, deploy them to Trigger.dev, and get durable runs with automatic retries, queues, cron schedules, and full observability — no servers or infrastructure to manage.
+[Trigger.dev](https://trigger.dev/) runs deployed background tasks. Start one task or batch up to 1,000 runs, then poll run status and pass completed output to later workflow steps. You can also inspect and control runs, schedules, queues, and environment resources.
 
-With Trigger.dev, you can:
-
-- **Trigger tasks on demand**: Start a background task with any JSON payload and get back a run ID to track it
-- **Batch trigger at scale**: Kick off up to 1,000 runs of a task in a single request
-- **Track and control runs**: Retrieve a run's status, payload, output, and attempts; list and filter runs; cancel, replay, or reschedule them
-- **Run tasks on a schedule**: Create, update, activate, and deactivate cron schedules with timezone support
-- **Manage environment variables**: List, create, read, update, and delete env vars across dev, staging, and prod
-- **Control queues**: Inspect queue depth and concurrency, and pause or resume queues during incidents
-
-In Sim, the Trigger.dev integration lets your agents drive this entire lifecycle. An agent can trigger a deployed task with a payload, poll the run until it completes and use its output downstream, monitor for failed runs and replay the transient ones, manage per-customer cron schedules, and pause a queue when something goes wrong. Connect it with a project-scoped secret API key (starts with `tr_`) — the key determines which environment the runs, schedules, and queues belong to. This makes Sim a natural control plane for the background jobs that power your product.
+Connect with a project-scoped secret API key beginning with `tr_`. The key determines the environment used for runs, schedules, and queues.
 
 Note: the environment variable operations (List Env Vars, Get Env Var) return variable values in plaintext, and those values appear in workflow outputs and run history. Scope workflows that read environment variables carefully.
 {/* MANUAL-CONTENT-END */}
diff --git a/apps/docs/content/docs/integrations/twilio.mdx b/apps/docs/content/docs/integrations/twilio.mdx
index f2522ffd92a..998d88f4aaa 100644
--- a/apps/docs/content/docs/integrations/twilio.mdx
+++ b/apps/docs/content/docs/integrations/twilio.mdx
@@ -11,15 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Twilio](https://www.twilio.com/) is a cloud communications platform that lets developers programmatically send and receive SMS, MMS, and voice calls. It provides a widely used API for building messaging into applications, including delivery status callbacks and inbound message handling.
-
-With the Twilio triggers, you can:
-
-- **React to message status changes**: Start a workflow whenever a sent message's status updates (sent, delivered, failed, undelivered)
-- **React to inbound messages**: Start a workflow whenever an SMS or MMS is received on a Twilio number
-- **Access full message context**: Read sender/recipient details, message body, media attachments, and error codes from the triggering event
-
-In Sim, the Twilio triggers allow your agents to start workflows directly from Twilio messaging events. The Twilio Message Status trigger fires when a message's delivery status changes, exposing fields like `messageSid`, `smsStatus`, `messageStatus`, and `errorCode` so a workflow can react to delivery failures or confirmations. The Twilio SMS Received trigger fires on inbound SMS/MMS messages, exposing the sender and recipient numbers, message body, and any attached media, so a workflow can process incoming texts, route them, or trigger automated replies.
+Use Twilio triggers in Sim to start workflows from messaging events. **Message Status** reports status changes for a sent message, including its SID and any error code. **SMS Received** provides the sender, recipient, body, and media from an inbound SMS or MMS.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/twilio_sms.mdx b/apps/docs/content/docs/integrations/twilio_sms.mdx
index 106d9768f5d..46e538442b2 100644
--- a/apps/docs/content/docs/integrations/twilio_sms.mdx
+++ b/apps/docs/content/docs/integrations/twilio_sms.mdx
@@ -11,17 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Twilio SMS](https://www.twilio.com/en-us/sms) is a powerful cloud communications platform that enables businesses to integrate messaging capabilities into their applications and services.
-
-Twilio SMS provides a robust API for programmatically sending and receiving text messages globally. With coverage in over 180 countries and a 99.999% uptime SLA, Twilio has established itself as an industry leader in communications technology.
-
-Key features of Twilio SMS include:
-
-- **Global Reach**: Send messages to recipients worldwide with local phone numbers in multiple countries
-- **Programmable Messaging**: Customize message delivery with webhooks, delivery receipts, and scheduling options
-- **Advanced Analytics**: Track delivery rates, engagement metrics, and optimize your messaging campaigns
-
-In Sim, the Twilio SMS integration enables your agents to leverage these powerful messaging capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification codes, alerts, and interactive conversations. The integration bridges the gap between your AI workflows and customer communication channels, allowing your agents to deliver timely, relevant information directly to users' mobile devices. By connecting Sim with Twilio SMS, you can build intelligent agents that engage customers through their preferred communication channel, enhancing user experience while automating routine messaging tasks.
+Use [Twilio SMS](https://www.twilio.com/en-us/sms) to send a text message from a workflow. Configure the Twilio credentials, sending number, recipient, and message body documented below.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/twilio_voice.mdx b/apps/docs/content/docs/integrations/twilio_voice.mdx
index b3bd30b57d5..7ef9a1a96a5 100644
--- a/apps/docs/content/docs/integrations/twilio_voice.mdx
+++ b/apps/docs/content/docs/integrations/twilio_voice.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Twilio Voice](https://www.twilio.com/en-us/voice) is a powerful cloud communications platform that enables businesses to make, receive, and manage phone calls programmatically through a simple API.
-
-Twilio Voice provides a robust API for building sophisticated voice applications with global reach. With coverage in over 100 countries, carrier-grade reliability, and a 99.95% uptime SLA, Twilio has established itself as the industry leader in programmable voice communications.
-
-Key features of Twilio Voice include:
-
-- **Global Voice Network**: Make and receive calls worldwide with local phone numbers in multiple countries
-- **Programmable Call Control**: Use TwiML to control call flow, record conversations, gather DTMF input, and implement IVR systems
-- **Advanced Capabilities**: Speech recognition, text-to-speech, call forwarding, conferencing, and answering machine detection
-- **Real-time Analytics**: Track call quality, duration, costs, and optimize your voice applications
-
-In Sim, the Twilio Voice integration enables your agents to leverage these powerful voice capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification calls, automated support lines, and interactive voice response systems. The integration bridges the gap between your AI workflows and voice communication channels, enabling your agents to deliver timely, relevant information directly through phone calls. By connecting Sim with Twilio Voice, you can create intelligent agents that engage customers through their preferred communication channel, enhancing the user experience while automating routine calling tasks.
+[Twilio Voice](https://www.twilio.com/en-us/voice) connects phone calls to workflows. Use this integration to place outbound calls, list calls, retrieve recordings, and receive call events through a webhook. Supply the call instructions and phone numbers required by the selected operation.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -44,7 +33,7 @@ Make an outbound phone call using Twilio Voice API.
 | --------- | ---- | -------- | ----------- |
 | `to` | string | Yes | Phone number to call in E.164 format \(e.g., +14155551234\) |
 | `from` | string | Yes | Your Twilio phone number to call from in E.164 format \(e.g., +14155559876\) |
-| `url` | string | No | Webhook URL that returns TwiML instructions for the call \(e.g., https://example.com/twiml\) |
+| `url` | string | No | Webhook URL that returns TwiML instructions for the call \(e.g., https://example.com/twiml) |
 | `twiml` | string | No | TwiML instructions to execute. Use square brackets instead of angle brackets \(e.g., \[Response\]\[Say\]Hello\[/Say\]\[/Response\]\) |
 | `statusCallback` | string | No | Webhook URL for call status updates |
 | `statusCallbackMethod` | string | No | HTTP method for status callback \(GET or POST\) |
diff --git a/apps/docs/content/docs/integrations/typeform.mdx b/apps/docs/content/docs/integrations/typeform.mdx
index fe941614ec5..02c1b109b1b 100644
--- a/apps/docs/content/docs/integrations/typeform.mdx
+++ b/apps/docs/content/docs/integrations/typeform.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Typeform](https://www.typeform.com/) is a user-friendly platform for creating conversational forms, surveys, and quizzes with a focus on engaging user experience.
-
-With Typeform, you can:
-
-- **Create interactive forms**: Design beautiful, conversational forms that engage respondents with a unique one-question-at-a-time interface
-- **Customize your experience**: Use conditional logic, hidden fields, and custom themes to create personalized user journeys
-- **Integrate with other tools**: Connect with 1000+ apps through native integrations and APIs
-- **Analyze response data**: Get actionable insights through comprehensive analytics and reporting tools
-
-In Sim, the Typeform integration enables your agents to programmatically interact with your Typeform data as part of their workflows. Agents can retrieve form responses, process submission data, and incorporate user feedback directly into decision-making processes. This integration is particularly valuable for scenarios like lead qualification, customer feedback analysis, and data-driven personalization. By connecting Sim with Typeform, you can create intelligent automation workflows that transform form responses into actionable insights - analyzing sentiment, categorizing feedback, generating summaries, and even triggering follow-up actions based on specific response patterns.
+Use [Typeform](https://www.typeform.com/) in Sim to retrieve form responses, download submitted files, and get form insights. Switch to trigger mode to start a workflow when a form is submitted. The integration requires an API key.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/upstash.mdx b/apps/docs/content/docs/integrations/upstash.mdx
index 0948465a84e..1677c979270 100644
--- a/apps/docs/content/docs/integrations/upstash.mdx
+++ b/apps/docs/content/docs/integrations/upstash.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Upstash](https://upstash.com/) is a serverless data platform designed for modern applications that need fast, simple, and scalable data storage with minimal setup. Upstash specializes in providing Redis and Kafka as fully managed, pay-per-request cloud services, making it a popular choice for developers building serverless, edge, and event-driven architectures.
-
-With Upstash Redis, you can:
-
-- **Store and retrieve data instantly**: Read and write key-value pairs, hashes, lists, sets, and more—all over a high-performance REST API.
-- **Scale serverlessly**: No infrastructure to manage. Upstash automatically scales with your app and charges only for what you use.
-- **Access globally**: Deploy near your users with multi-region support and global distribution.
-- **Integrate easily**: Use Upstash’s REST API in serverless functions, edge workers, Next.js, Vercel, Cloudflare Workers, and more.
-- **Automate with scripts**: Run Lua scripts for advanced transactions and automation.
-- **Ensure security**: Protect your data with built-in authentication and TLS encryption.
-
-In Sim, the Upstash integration empowers your agents and workflows to read, write, and manage data in Upstash Redis using simple, unified commands—perfect for building scalable automations, caching results, managing queues, and more, all without dealing with server management.
+Use [Upstash](https://upstash.com/) Redis through its REST API to manage keys, hashes, lists, counters, and expiry. The Command action accepts a Redis command for operations beyond the dedicated actions.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/vercel.mdx b/apps/docs/content/docs/integrations/vercel.mdx
index c8a66c405fe..274ba5362ab 100644
--- a/apps/docs/content/docs/integrations/vercel.mdx
+++ b/apps/docs/content/docs/integrations/vercel.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Vercel](https://vercel.com/) describes itself as **the AI Cloud**: a platform that provides developer tools and cloud infrastructure to build, scale, and secure faster, more personalized web experiences. It is widely used to build and ship modern web apps and agentic workloads, with built-in support for Git-based workflows, preview deployments, and production delivery.
-
-With Vercel, you can:
-
-- **Automate deployments**: Deploy from Git and manage preview and production releases with minimal operational overhead
-- **Manage projects and teams**: Organize projects, team access, and settings across multiple environments
-- **Control infrastructure settings**: Configure domains, DNS, aliases, environment variables, and edge settings in one place
-- **Monitor and troubleshoot**: Track deployment status, inspect logs, and debug build or runtime issues
-
-In Sim, the Vercel integration lets your agents programmatically manage deployments, projects, domains, DNS records, aliases, environment variables, edge configs, and teams directly from workflows. You can automate deployment operations, react to status changes, and run infrastructure tasks as part of reliable, end-to-end delivery workflows.
+Use [Vercel](https://vercel.com/) to manage deployments, projects, domains, DNS records, environment variables, aliases, and Edge Config from a workflow. Deployment, project, and domain events can trigger workflows.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/wealthbox-service-account.mdx b/apps/docs/content/docs/integrations/wealthbox-service-account.mdx
index d47951f6e14..efa35169ae6 100644
--- a/apps/docs/content/docs/integrations/wealthbox-service-account.mdx
+++ b/apps/docs/content/docs/integrations/wealthbox-service-account.mdx
@@ -7,7 +7,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-Wealthbox service account credentials let your workflows authenticate to Wealthbox with a pasted API access token instead of a personal OAuth connection. Wealthbox doesn't document an expiry for these tokens — treat them as long-lived until you revoke them — so workflows keep running without anyone renewing an OAuth consent.
+Connect Wealthbox with an API access token from the user whose records your workflows should access. The token uses that user's permissions.
 
 ## Prerequisites
 
@@ -39,7 +39,7 @@ Wealthbox tokens are tied to the user who creates them and carry that user's per
 The token carries the full permissions of the user who created it — there is no scope selection. Treat it like a password: do not commit it to source control or share it publicly. Sim encrypts the token at rest.
 </Callout>
 
-## Adding the Service Account to Sim
+## Adding the API Access Token to Sim
 
 <Steps>
   <Step>
@@ -60,18 +60,17 @@ The token carries the full permissions of the user who created it — there is n
   </Step>
 </Steps>
 
-The token is encrypted before being stored.
 
-## Using the Service Account in Workflows
 
-Add a Wealthbox block to your workflow. In the credential dropdown, your Wealthbox service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+## Using the Credential in Workflows
+
+Add a Wealthbox block to your workflow. In the credential dropdown, select the saved Wealthbox API access token. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): Wealthbox block in a workflow with the Wealthbox service account selected as the credential */}
 
 The block calls Wealthbox's API (`api.crmworkspace.com`) with the token. The credential acts as the Wealthbox user who created the token — contacts, tasks, and notes the workflows touch are the ones that user can see under Wealthbox's permission settings.
 
 <FAQ items={[
-  { question: "Why an API access token instead of OAuth?", answer: "API access tokens are long-lived and don't require any user to sit through a consent flow — they stay valid until you revoke them, which is what you want for an automated workflow. OAuth connections are tied to one person's session." },
   { question: "Do Wealthbox tokens have scopes?", answer: "No — a token carries the full permissions of the user who created it. Authorization in Wealthbox is scoped to individual users, not organizations. If a workflow gets a 403 on a specific record, the token's user lacks visibility to that record — adjust the user's permissions in Wealthbox." },
   { question: "I don't see an API Access section in my settings. Why?", answer: "Trial accounts are blocked from the Wealthbox API, and some accounts may not show the section. Contact Wealthbox support if API Access is missing from your Settings." },
   { question: "Do tokens expire?", answer: "Wealthbox doesn't document an expiry for API access tokens — expect them to work until revoked from the API Access settings page. If a workflow suddenly fails with a 401, the most likely cause is that someone revoked the token." },
diff --git a/apps/docs/content/docs/integrations/webflow-service-account.mdx b/apps/docs/content/docs/integrations/webflow-service-account.mdx
index e87f7bbd5ef..ed2b739e605 100644
--- a/apps/docs/content/docs/integrations/webflow-service-account.mdx
+++ b/apps/docs/content/docs/integrations/webflow-service-account.mdx
@@ -5,12 +5,11 @@ description: Set up a Webflow site API token with the right scopes to use Webflo
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
-import { Image } from '@/components/ui/image'
 import { FAQ } from '@/components/ui/faq'
 
-Webflow site tokens let your workflows authenticate to a single Webflow site with a token you generate from the site's settings — no OAuth consent, no user account attached. You pick the scopes at creation, and the token is bound to exactly that site.
+Connect one Webflow site with a site API token. Choose its scopes in the site settings, then add the token to Sim.
+
 
-This is the recommended way to use Webflow in production workflows: the credential belongs to the site rather than to a person, its scopes are explicit, and it can be revoked from site settings without touching anyone's account.
 
 ## Prerequisites
 
@@ -48,7 +47,7 @@ Only **site administrators** can generate site tokens. Each site allows a maximu
 Site tokens expire after **365 consecutive days of inactivity**. Any API call resets the clock, so a workflow that runs regularly keeps its token alive indefinitely — but a workflow that sits dormant for a year will start failing silently with authentication errors. If a workflow runs rarely, set a calendar reminder to run it (or any Webflow block) at least once a year, or check the credential periodically in Sim.
 </Callout>
 
-## Adding the Service Account to Sim
+## Adding the Site Token to Sim
 
 <Steps>
   <Step>
@@ -71,16 +70,15 @@ Site tokens expire after **365 consecutive days of inactivity**. Any API call re
 
 The token is encrypted before being stored, along with the site it grants access to.
 
-## Using the Service Account in Workflows
+## Using the Credential in Workflows
 
-Add a Webflow block to your workflow. In the credential dropdown, your Webflow service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+Add a Webflow block to your workflow. In the credential dropdown, select the saved Webflow site token. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): Webflow block in a workflow with the service account selected as the credential */}
 
 The block calls Webflow's Data API (`api.webflow.com/v2/...`) using the token. It can only reach collections and items belonging to the token's site — pointing a block at a different site's collection fails with an access error.
 
 <FAQ items={[
-  { question: "Why a site token instead of OAuth?", answer: "Site tokens aren't tied to any user account and don't depend on OAuth consent staying valid. They're generated by a site admin, scoped explicitly, and stay valid as long as they're used — which suits automated workflows." },
   { question: "Can one token cover multiple sites?", answer: "No. A site token is bound to exactly one site. If your workflows touch several Webflow sites, generate a token on each site and add each as a separate credential in Sim. For many sites, Webflow's OAuth flow may be more practical." },
   { question: "Why did adding the token to Sim fail even though my scopes looked right?", answer: "The most common cause is a missing Sites: Read scope — Sim verifies the token by listing its accessible sites, so a CMS-only token fails validation even though the CMS tools themselves would work. Generate a new token that includes Sites: Read." },
   { question: "Does the token expire?", answer: "Only from inactivity: 365 consecutive days without any API call. Regular use resets the clock. A dormant credential dies silently, so run rarely-used workflows at least once a year or set a reminder." },
diff --git a/apps/docs/content/docs/integrations/webflow.mdx b/apps/docs/content/docs/integrations/webflow.mdx
index db906102450..5cfc9080403 100644
--- a/apps/docs/content/docs/integrations/webflow.mdx
+++ b/apps/docs/content/docs/integrations/webflow.mdx
@@ -11,18 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Webflow](https://webflow.com/) is a powerful visual web design platform that enables you to build responsive websites without writing code. It combines a visual design interface with a robust CMS (Content Management System) that allows you to create, manage, and publish dynamic content for your websites.
-
-With Webflow, you can:
-
-- **Design visually**: Create custom websites with a visual editor that generates clean, semantic HTML/CSS code
-- **Manage content dynamically**: Use the CMS to create collections of structured content like blog posts, products, team members, or any custom data
-- **Publish instantly**: Deploy your sites to Webflow's hosting or export the code for custom hosting
-- **Create responsive designs**: Build sites that work seamlessly across desktop, tablet, and mobile devices
-- **Customize collections**: Define custom fields and data structures for your content types
-- **Automate content updates**: Programmatically manage your CMS content through APIs
-
-In Sim, the Webflow integration enables your agents to seamlessly interact with your Webflow CMS collections through API authentication. This allows for powerful automation scenarios such as automatically creating blog posts from AI-generated content, updating product information, managing team member profiles, and retrieving CMS items for dynamic content generation. Your agents can list existing items to browse your content, retrieve specific items by ID, create new entries to add fresh content, update existing items to keep information current, and delete outdated content. This integration bridges the gap between your AI workflows and your Webflow CMS, enabling automated content management, dynamic website updates, and streamlined content workflows that keep your sites fresh and up-to-date without manual intervention.
+Use [Webflow](https://webflow.com/) in Sim to create, retrieve, list, update, and delete CMS collection items. Webflow event triggers can start workflows when collection items change or forms are submitted. See [Site Tokens](/integrations/webflow-service-account) for token setup.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/whatsapp.mdx b/apps/docs/content/docs/integrations/whatsapp.mdx
index 1ca7b36bc13..b77c3f6ace6 100644
--- a/apps/docs/content/docs/integrations/whatsapp.mdx
+++ b/apps/docs/content/docs/integrations/whatsapp.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[WhatsApp](https://www.whatsapp.com/) is a globally popular messaging platform that enables secure, reliable communication between individuals and businesses.
-
-WhatsApp Business API provides organizations with powerful capabilities to:
-
-- **Engage customers**: Send personalized messages, notifications, and updates directly to customers' preferred messaging app
-- **Automate conversations**: Create interactive chatbots and automated response systems for common inquiries
-- **Enhance support**: Provide real-time customer service through a familiar interface with rich media support
-- **Drive conversions**: Facilitate transactions and follow-ups with customers in a secure, compliant environment
-
-In Sim, the WhatsApp integration enables your agents to leverage these messaging capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification codes, alerts, and interactive conversations. The integration bridges the gap between your AI workflows and customer communication channels, allowing your agents to deliver timely, relevant information directly to users' mobile devices. By connecting Sim with WhatsApp, you can build intelligent agents that engage customers through their preferred messaging platform, enhancing user experience while automating routine messaging tasks.
+Use [WhatsApp](https://www.whatsapp.com/) Cloud API to send text, template, media, or interactive messages, react to messages, and manage media. Message webhooks can start workflows. See the messaging-window requirement below before choosing between a free-form message and a template.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/wikipedia.mdx b/apps/docs/content/docs/integrations/wikipedia.mdx
index 7d3261ac48a..71836b186e4 100644
--- a/apps/docs/content/docs/integrations/wikipedia.mdx
+++ b/apps/docs/content/docs/integrations/wikipedia.mdx
@@ -11,16 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Wikipedia](https://www.wikipedia.org/) is the world's largest free online encyclopedia, offering millions of articles on a vast range of topics, collaboratively written and maintained by volunteers.
-
-With Wikipedia, you can:
-
-- **Search for articles**: Find relevant Wikipedia pages by searching for keywords or topics
-- **Get article summaries**: Retrieve concise summaries of Wikipedia pages for quick reference
-- **Access full content**: Obtain the complete content of Wikipedia articles for in-depth information
-- **Discover random articles**: Explore new topics by retrieving random Wikipedia pages
-
-In Sim, the Wikipedia integration enables your agents to programmatically access and interact with Wikipedia content as part of their workflows. Agents can search for articles, fetch summaries, retrieve full page content, and discover random articles, empowering your automations with up-to-date, reliable information from the world's largest encyclopedia. This integration is ideal for scenarios such as research, content enrichment, fact-checking, and knowledge discovery, allowing your agents to seamlessly incorporate Wikipedia data into their decision-making and task execution processes.
+[Wikipedia](https://www.wikipedia.org/) provides article content for research workflows. Search for a topic, retrieve a summary or full page, or request a random article. Use the returned article links when citing the retrieved material.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/wiza.mdx b/apps/docs/content/docs/integrations/wiza.mdx
index 761ce65c307..2fdaedf7811 100644
--- a/apps/docs/content/docs/integrations/wiza.mdx
+++ b/apps/docs/content/docs/integrations/wiza.mdx
@@ -11,31 +11,14 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Wiza](https://wiza.co/) is a B2B contact data platform that finds and verifies emails and phone numbers for sales, recruiting, and marketing teams. Wiza pairs a global prospect database with real-time enrichment, so the data you act on stays accurate and deliverable.
-
-With Wiza, you can:
-
-- **Search a global prospect database**: Find people using person, company, and financial filters
-- **Enrich companies**: Resolve firmographic data from a name, domain, or LinkedIn URL
-- **Reveal individual contacts**: Get verified work emails, personal emails, and mobile phone numbers
-- **Track credit usage**: Check remaining email, phone, export, and API credits at any time
-
-In Sim, the Wiza integration lets your agents drive prospecting and enrichment workflows end-to-end:
-
-- **Prospect Search**: Use `wiza_prospect_search` to discover prospects matching detailed filters.
-- **Company Enrichment**: Use `wiza_company_enrichment` to enrich a company from name, domain, LinkedIn ID, or LinkedIn slug.
-- **Start Individual Reveal**: Use `wiza_start_individual_reveal` to begin enrichment for a contact via LinkedIn URL, name + company, or email — with configurable enrichment depth (`none`, `partial`, `phone`, `full`).
-- **Get Individual Reveal**: Use `wiza_get_individual_reveal` to poll a reveal and retrieve verified emails, phones, and full company context.
-- **Get Credits**: Use `wiza_get_credits` to monitor remaining credit balances before scaling up runs.
-
-Individual reveals are asynchronous: start a reveal, then poll `wiza_get_individual_reveal` until `is_complete` is `true`. Combine these tools to build agents that source, enrich, and qualify leads on demand — without leaving your workflow.
+Use [Wiza](https://wiza.co/) to search prospects, enrich companies, reveal contact details, and check credits. Individual Reveal starts enrichment and polls for completion within one block operation; a separate polling block is not required.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
 {/* MANUAL-CONTENT-START:usage */}
-### Wiza API Key Setup
+## Wiza API Key Setup
 
 Wiza authenticates via API key. To get yours:
 
@@ -45,13 +28,11 @@ Wiza authenticates via API key. To get yours:
 
 The same key is used for every Wiza operation. Wiza enforces a rate limit of 30 requests per minute (43,200 per day) per key.
 
-### Individual Reveals Are Asynchronous
-
-`wiza_start_individual_reveal` returns immediately with a reveal `id` and a `status` of `queued` or `resolving`. To retrieve the enriched contact data, call `wiza_get_individual_reveal` with that `id` and check `is_complete`. Possible statuses are `queued`, `resolving`, `finished`, and `failed`.
+## Individual Reveal
 
-For real-time delivery without polling, pass a `callback_url` when starting the reveal — Wiza will POST the completed payload to that URL.
+Select **Individual Reveal** and provide a LinkedIn URL, a name plus company/domain, or an email. The operation starts the reveal and polls until it resolves, returning the contact data with `status` and `is_complete`. You do not need separate start and get operations or a callback URL.
 
-### Enrichment Levels and Credits
+## Enrichment Levels and Credits
 
 When starting an individual reveal, choose the enrichment level that matches the data you need:
 
@@ -161,7 +142,7 @@ Reveal a contact via LinkedIn URL, name + company/domain, or email. Starts the r
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | Wiza API key |
 | `enrichment_level` | string | Yes | Enrichment depth: none, partial, phone, or full |
-| `profile_url` | string | No | LinkedIn profile URL \(e.g., https://linkedin.com/in/johndoe\) |
+| `profile_url` | string | No | LinkedIn profile URL \(e.g., https://linkedin.com/in/johndoe) |
 | `full_name` | string | No | Full name \(used with company or domain\) |
 | `company` | string | No | Company name \(used with full_name\) |
 | `domain` | string | No | Company domain \(used with full_name\) |
diff --git a/apps/docs/content/docs/integrations/wordpress.mdx b/apps/docs/content/docs/integrations/wordpress.mdx
index 752b94e029b..91f395763d2 100644
--- a/apps/docs/content/docs/integrations/wordpress.mdx
+++ b/apps/docs/content/docs/integrations/wordpress.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[WordPress](https://wordpress.org/) is the world’s leading open-source content management system, powering websites, blogs, and online stores of all sizes. WordPress provides a flexible platform for publishing and managing content with extensive plugin and theme support.
-
-With the WordPress integration in Sim, you can:
-
-- **Manage posts**: Create, update, delete, get, and list blog posts with full control over content, status, categories, and tags
-- **Manage pages**: Create, update, delete, get, and list static pages
-- **Handle media**: Upload, get, list, and delete media files such as images, videos, and documents
-- **Moderate comments**: Create, list, update, and delete comments on posts and pages
-- **Organize content**: Create and list categories and tags for content taxonomy
-- **Manage users**: Get the current user, list users, and retrieve user details
-- **Search content**: Search across all content types on the WordPress site
-
-In Sim, the WordPress integration enables your agents to automate content publishing and site management as part of automated workflows. Agents can create and publish posts, manage media assets, moderate comments, and organize content—keeping your website fresh and organized without manual effort.
+[WordPress.com](https://wordpress.com/) hosts sites and their content. Connect a WordPress.com site through OAuth to create and manage posts, pages, media, comments, categories, tags, and users. Use the search operation to find content before reading or updating it.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/workday.mdx b/apps/docs/content/docs/integrations/workday.mdx
index b896e46f4cd..fb57a95942c 100644
--- a/apps/docs/content/docs/integrations/workday.mdx
+++ b/apps/docs/content/docs/integrations/workday.mdx
@@ -42,7 +42,7 @@ Retrieve a specific worker profile including personal, employment, and organizat
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com\) |
+| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com) |
 | `tenant` | string | Yes | Workday tenant name |
 | `username` | string | Yes | Integration System User username |
 | `password` | string | Yes | Integration System User password |
@@ -62,7 +62,7 @@ List or search workers with optional filtering and pagination.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com\) |
+| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com) |
 | `tenant` | string | Yes | Workday tenant name |
 | `username` | string | Yes | Integration System User username |
 | `password` | string | Yes | Integration System User password |
@@ -84,7 +84,7 @@ Create a new pre-hire (applicant) record in Workday. This is typically the first
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com\) |
+| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com) |
 | `tenant` | string | Yes | Workday tenant name |
 | `username` | string | Yes | Integration System User username |
 | `password` | string | Yes | Integration System User password |
@@ -109,7 +109,7 @@ Hire a pre-hire into an employee position. Converts an applicant into an active
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com\) |
+| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com) |
 | `tenant` | string | Yes | Workday tenant name |
 | `username` | string | Yes | Integration System User username |
 | `password` | string | Yes | Integration System User password |
@@ -135,7 +135,7 @@ Update fields on an existing worker record in Workday.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com\) |
+| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com) |
 | `tenant` | string | Yes | Workday tenant name |
 | `username` | string | Yes | Integration System User username |
 | `password` | string | Yes | Integration System User password |
@@ -157,7 +157,7 @@ Create or update an onboarding plan assignment for a worker. Sets up onboarding
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com\) |
+| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com) |
 | `tenant` | string | Yes | Workday tenant name |
 | `username` | string | Yes | Integration System User username |
 | `password` | string | Yes | Integration System User password |
@@ -181,7 +181,7 @@ Retrieve organizations, departments, and cost centers from Workday.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com\) |
+| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com) |
 | `tenant` | string | Yes | Workday tenant name |
 | `username` | string | Yes | Integration System User username |
 | `password` | string | Yes | Integration System User password |
@@ -204,7 +204,7 @@ Perform a job change for a worker including transfers, promotions, demotions, an
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com\) |
+| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com) |
 | `tenant` | string | Yes | Workday tenant name |
 | `username` | string | Yes | Integration System User username |
 | `password` | string | Yes | Integration System User password |
@@ -232,7 +232,7 @@ Retrieve compensation plan details for a specific worker.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com\) |
+| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com) |
 | `tenant` | string | Yes | Workday tenant name |
 | `username` | string | Yes | Integration System User username |
 | `password` | string | Yes | Integration System User password |
@@ -257,7 +257,7 @@ Initiate a worker termination in Workday. Triggers the Terminate Employee busine
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com\) |
+| `tenantUrl` | string | Yes | Workday instance URL \(e.g., https://wd5-impl-services1.workday.com) |
 | `tenant` | string | Yes | Workday tenant name |
 | `username` | string | Yes | Integration System User username |
 | `password` | string | Yes | Integration System User password |
diff --git a/apps/docs/content/docs/integrations/x.mdx b/apps/docs/content/docs/integrations/x.mdx
index 7018541c44d..dc584e6e669 100644
--- a/apps/docs/content/docs/integrations/x.mdx
+++ b/apps/docs/content/docs/integrations/x.mdx
@@ -11,19 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[X](https://x.com/) (formerly Twitter) is a popular social media platform that enables real-time communication, content sharing, and engagement with audiences worldwide.
-
-The X integration in Sim leverages OAuth authentication to securely connect with the X API, allowing your agents to interact with the platform programmatically. This OAuth implementation ensures secure access to X's features while maintaining user privacy and security.
-
-With the X integration, your agents can:
-
-- **Post content**: Create new tweets, reply to existing conversations, or share media directly from your workflows
-- **Monitor conversations**: Track mentions, keywords, or specific accounts to stay informed about relevant discussions
-- **Engage with audiences**: Automatically respond to mentions, direct messages, or specific triggers
-- **Analyze trends**: Gather insights from trending topics, hashtags, or user engagement patterns
-- **Research information**: Search for specific content, user profiles, or conversations to inform agent decisions
-
-In Sim, the X integration enables sophisticated social media automation scenarios. Your agents can monitor brand mentions and respond appropriately, schedule and publish content based on specific triggers, conduct social listening for market research, or create interactive experiences that span both conversational AI and social media engagement. By connecting Sim with X through OAuth, you can build intelligent agents that maintain a consistent and responsive social media presence while adhering to platform policies and best practices for API usage.
+Use [X](https://x.com/) through an OAuth connection to manage posts and bookmarks, search content, inspect user relationships, and retrieve trends and account usage. The actions below document the available posting and account controls.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/zendesk.mdx b/apps/docs/content/docs/integrations/zendesk.mdx
index bad07f651e6..c09a03697c9 100644
--- a/apps/docs/content/docs/integrations/zendesk.mdx
+++ b/apps/docs/content/docs/integrations/zendesk.mdx
@@ -11,35 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Zendesk](https://www.zendesk.com/) is a leading customer service and support platform that empowers organizations to efficiently manage support tickets, users, and organizations through a robust set of tools and APIs. The Zendesk integration in Sim lets your agents automate key support operations and synchronize your support data with the rest of your workflow.
-
-With Zendesk in Sim, you can:
-
-- **Manage Tickets:**
-  - Retrieve lists of support tickets with advanced filtering and sorting.
-  - Get detailed information on a single ticket for tracking and resolution.
-  - Create new tickets individually or in bulk to log customer issues programmatically.
-  - Update tickets or apply bulk updates to streamline complex workflows.
-  - Delete or merge tickets as cases are resolved or duplicates arise.
-
-- **User Management:**
-  - Retrieve lists of users or search users by criteria to keep your customer and agent directories up-to-date.
-  - Get detailed information on individual users or the current logged-in user.
-  - Create new users or onboard them in bulk, automating customer and agent provisioning.
-  - Update or bulk update user details to ensure information accuracy.
-  - Delete users as needed for privacy or account management.
-
-- **Organization Management:**
-  - List, search, and autocomplete organizations for streamlined support and account management.
-  - Get organization details and keep your database organized.
-  - Create, update, or delete organizations to reflect changes in your customer base.
-  - Perform bulk organization creation for large onboarding efforts.
-
-- **Advanced Search & Analytics:**
-  - Use versatile search endpoints to quickly locate tickets, users, or organizations by any field.
-  - Retrieve counts of search results to power reporting and analytics.
-
-By leveraging Zendesk’s Sim integration, your automated workflows can seamlessly handle support ticket triage, user onboarding/offboarding, company management, and keep your support operations running smoothly. Whether you’re integrating support with product, CRM, or automation systems, Zendesk tools in Sim provide robust, programmatic control to power best-in-class support at scale.
+Use [Zendesk](https://www.zendesk.com/) in Sim to manage tickets, users, and organizations and search support records. The reference includes single-record and bulk operations, ticket merging, organization autocomplete, and search counts.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/zep.mdx b/apps/docs/content/docs/integrations/zep.mdx
index ee28a980254..06972f151f8 100644
--- a/apps/docs/content/docs/integrations/zep.mdx
+++ b/apps/docs/content/docs/integrations/zep.mdx
@@ -11,20 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Enhance your AI agents with reliable long-term memory using [Zep](https://getzep.com) – the memory solution designed for LLM-based applications. Zep provides seamless storage, retrieval, and management of conversational context, allowing your agents to remember conversations and facts across sessions.
-
-With the Zep integration, you can:
-
-- **Store and retrieve chat history:** Maintain detailed records of entire conversations with robust APIs for adding and retrieving messages.
-- **Summarize conversations:** Access AI-powered summaries of threads, helping agents recall key facts and context efficiently.
-- **Extract and store structured facts:** Automatically pull out and manage important facts from conversations for persistent memory and reference.
-- **Enrich agent responses:** Use stored knowledge to provide contextually aware interactions and decrease repetitive or irrelevant responses.
-- **Centralize memory management:** Sync memory data directly with your workflows and ensure your agents always have access to critical user information.
-- **Scale with privacy and control:** Manage memory for millions of users while maintaining control over data retention and access.
-
-Zep empowers developers to build smarter, more contextual, and helpful AI applications. Focus on building great experiences—leave the memory to Zep.
-
-Unlock richer conversations and more capable agents by integrating Zep into your automated workflows today!
+Use [Zep](https://getzep.com) to manage users, conversation threads, messages, and retrieved context across workflow runs. Add messages after an interaction, then retrieve user context for a later agent step.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/zerobounce.mdx b/apps/docs/content/docs/integrations/zerobounce.mdx
index d1258ab5452..b0495efd371 100644
--- a/apps/docs/content/docs/integrations/zerobounce.mdx
+++ b/apps/docs/content/docs/integrations/zerobounce.mdx
@@ -11,7 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-ZeroBounce is a real-time email validation and deliverability service. Use this integration to validate individual email addresses before outreach — it flags invalid, catch-all, spamtrap, abuse, and do-not-mail addresses so you can drop risky contacts and protect your sender reputation — and to check the validation credits remaining on your account. ZeroBounce is the default verifier behind many email-finding waterfalls.
+ZeroBounce is a real-time email validation and deliverability service. Use this integration to validate individual email addresses before outreach — it flags invalid, catch-all, spamtrap, abuse, and do-not-mail addresses so you can drop risky contacts and protect your sender reputation — and to check the validation credits remaining on your account.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/zoho-desk-service-account.mdx b/apps/docs/content/docs/integrations/zoho-desk-service-account.mdx
index 94684d1ff4a..55b77f809d5 100644
--- a/apps/docs/content/docs/integrations/zoho-desk-service-account.mdx
+++ b/apps/docs/content/docs/integrations/zoho-desk-service-account.mdx
@@ -7,9 +7,9 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-A Zoho **Self Client** is an OAuth client that has no redirect URL and no end user. Instead of sending someone through a consent screen, your workflows authenticate to Zoho Desk with the client's own ID and secret, and Sim mints a short-lived access token on demand — no user consent to expire, and no personal login that breaks when someone leaves the team.
+This guide covers Sim's Zoho Desk **Self Client** connection. It collects a Client ID, client secret, organization ID, and data center, then requests access tokens for the configured Desk organization.
+
 
-This is the recommended way to use Zoho Desk in production workflows: the credential belongs to your organization rather than a person, the granted scopes are explicit, and tokens are minted fresh whenever a workflow runs.
 
 ## Prerequisites
 
@@ -140,7 +140,7 @@ Add a Zoho Desk block to your workflow. In the credential dropdown, your Self Cl
 
 The block calls the Zoho Desk REST API with a freshly minted access token — the same requests as the OAuth flow, so the Zoho Desk tools work the same way, subject to the scopes above.
 
-One exception is worth knowing: Zoho publishes no OAuth scope for the attachment download sub-path, so **Get Attachment** is the one operation whose scope requirement we could not confirm from Zoho's documentation. If it returns a scope error, the requested scope list needs widening.
+**Get Attachment** has not been verified with this Self Client flow. If it returns a scope error, contact support with the operation and error details; the requested scope list is managed by Sim.
 
 ### Triggers still need OAuth
 
@@ -156,8 +156,7 @@ Access tokens minted from a Self Client live for one hour and there is **no refr
 - **Regenerating the client secret** — the stored pair stops working; paste the new secret into the credential in Sim
 
 <FAQ items={[
-  { question: "Why a Self Client instead of OAuth?", answer: "A Self Client authenticates as your Zoho organization, not as a person — nothing expires when someone leaves or their login lapses. Sim mints short-lived tokens from the stored client ID and secret whenever a workflow runs." },
-  { question: "Where do I find the Organization ID?", answer: "In Zoho Desk, go to Setup (gear icon) → Developer Space → API. The numeric Organization ID shown there is the value to paste. This is expected to be the same ID that Zoho Desk API calls send in the orgId header; if Zoho rejects it with missing_org_info, paste the full ZohoDesk.<your-org-id> value instead." },
+  { question: "Where do I find the Organization ID?", answer: "In Zoho Desk, go to Setup (gear icon) → Developer Space → API. The numeric Organization ID shown there is the value to paste. If Zoho returns missing_org_info, confirm the portal ID and data center. Adding ZohoDesk. to the same ID does not change the request; Sim already applies that prefix." },
   { question: "Zoho rejects my credentials with invalid_client — why?", answer: "Either the client ID or secret was mistyped, the client you created is not a Self Client, or the Self Client was created in a different data center's API Console than the Data center you selected. Only Self Clients support the client-credentials grant — in the Zoho API Console, Add Client → Self Client. Copy both values from the client's Client Secret tab, and create the client in the console for your region." },
   { question: "Zoho returns missing_org_info or rejects the organization — why?", answer: "Zoho could not resolve a Desk organization from the ID you pasted. Re-copy the numeric Organization ID from Setup → Developer Space → API in the Desk portal you want to use. If your Zoho account has multiple Desk portals, make sure it is the ID of the right one." },
   { question: "Can I use a Self Client with a non-US Zoho account?", answer: "Yes, for the US, EU, IN, and AU data centers. Pick your region from the Data center dropdown when you add the credential, and Sim mints tokens against that region's accounts server and calls the Desk host in the same region. Leaving it unset means US. Create the Self Client in that region's API Console too. The JP, CA, SA, CN, and UK data centers are not supported yet, and the interactive OAuth connection remains US-only." },
diff --git a/apps/docs/content/docs/integrations/zoom-service-account.mdx b/apps/docs/content/docs/integrations/zoom-service-account.mdx
index 163a1ec9cb3..7a99024f7ce 100644
--- a/apps/docs/content/docs/integrations/zoom-service-account.mdx
+++ b/apps/docs/content/docs/integrations/zoom-service-account.mdx
@@ -7,9 +7,9 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
-Zoom Server-to-Server OAuth apps let your workflows authenticate to Zoom at the account level instead of through a person's OAuth login. A Zoom admin creates the app once, grants it exactly the scopes it needs, and Sim mints short-lived access tokens from the app's credentials on demand — no user consent to expire, and permissions that are auditable from the Zoom Marketplace.
+Connect Zoom with a **Server-to-Server OAuth app**. Activate the app, grant the scopes your workflows need, and add its Account ID, Client ID, and client secret to Sim.
+
 
-This is the recommended way to use Zoom in production workflows: the credentials don't depend on any user staying logged in, the granted scopes are explicit, and tokens are minted fresh whenever a workflow runs.
 
 ## Prerequisites
 
@@ -96,7 +96,7 @@ The Client secret is bearer material for your entire Zoom account, limited only
 Regenerating the Client secret in the Zoom Marketplace invalidates the stored pair. If you rotate it, update the credential in Sim right away.
 </Callout>
 
-## Adding the Service Account to Sim
+## Adding the Server-to-Server App to Sim
 
 <Steps>
   <Step>
@@ -117,9 +117,9 @@ Regenerating the Client secret in the Zoom Marketplace invalidates the stored pa
   </Step>
 </Steps>
 
-## Using the Service Account in Workflows
+## Using the Credential in Workflows
 
-Add a Zoom block to your workflow. In the credential dropdown, your Zoom service account appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+Add a Zoom block to your workflow. In the credential dropdown, select the saved Zoom server-to-server app. Select it and configure the block as you normally would.
 
 {/* TODO(screenshot): Zoom block in a workflow with the Zoom service account selected as the credential */}
 
@@ -141,7 +141,6 @@ Access tokens minted from the app live for one hour and there is no refresh toke
 - **Regenerating the Client secret** — the stored credentials stop working; paste the new secret into the credential in Sim
 
 <FAQ items={[
-  { question: "Why a Server-to-Server OAuth app instead of OAuth?", answer: "The app authenticates as your Zoom account, not as a person — nothing expires when someone leaves or their login lapses. An admin grants it explicit scopes once, and Sim mints short-lived tokens from the stored credentials whenever a workflow runs." },
   { question: "Zoom rejects the token request with 'bad request' — why?", answer: "Sim surfaces this as its general authentication error. The most common cause is pasting the numeric account number from the Zoom web portal instead of the Account ID from the app's App Credentials page. They are different values — the App Credentials Account ID is an opaque string. Copy all three values from the App Credentials page." },
   { question: "Zoom rejects my credentials even though I copied them correctly — why?", answer: "A common cause is that the Client ID and secret belong to a regular OAuth app, not a Server-to-Server OAuth app — Zoom's token endpoint reports this as an unsupported grant type. Only Server-to-Server OAuth apps support account-level token minting — create one under Develop → Build an app in the Zoom Marketplace. An app that hasn't been activated yet also can't mint tokens — activate it in the Marketplace first." },
   { question: "Why does my create-meeting block fail with an error about client credentials not being supported?", answer: "The block's user field is set to 'me', which only works with a personal OAuth connection. Service accounts have no user context — enter the target Zoom user's email address or user ID instead." },
diff --git a/apps/docs/content/docs/integrations/zoom.mdx b/apps/docs/content/docs/integrations/zoom.mdx
index 3a124d73a73..95788f1f554 100644
--- a/apps/docs/content/docs/integrations/zoom.mdx
+++ b/apps/docs/content/docs/integrations/zoom.mdx
@@ -11,25 +11,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Zoom](https://zoom.us/) is a leading cloud-based communications platform for video meetings, webinars, and online collaboration. It allows users and organizations to easily schedule, host, and manage meetings, providing tools for screen sharing, chat, recordings, and more.
+Use [Zoom](https://zoom.us/) to manage meetings, retrieve invitations and recordings, and list past participants. Meeting and recording webhooks can start workflows.
 
-With Zoom, you can:
-
-- **Schedule and manage meetings**: Create instant or scheduled meetings, including recurring events
-- **Configure meeting options**: Set meeting passwords, enable waiting rooms, and control participant video/audio
-- **Send invitations and share details**: Retrieve meeting invitations and information for easy sharing
-- **Get and update meeting data**: Access meeting details, modify existing meetings, and manage settings programmatically
-
-In Sim, the Zoom integration empowers your agents to automate scheduling and meeting management. Use tool actions to:
-
-- Programmatically create new meetings with custom settings
-- List all meetings for a specific user (or yourself)
-- Retrieve details or invitations for any meeting
-- Update or delete existing meetings directly from your automations
-
-To connect to Zoom, drop the Zoom block and click `Connect` to authenticate with your Zoom account. Once connected, you can use the Zoom tools to create, list, update, and delete Zoom meetings. At any given time, you can disconnect your Zoom account by clicking `Disconnect` in Settings > Integrations, and access to your Zoom account will be revoked immediatley.
-
-These capabilities let you streamline remote collaboration, automate recurring video sessions, and manage your organization's Zoom environment all as part of your workflows.
+To connect, add a Zoom block and select **Connect**. Manage or disconnect the account in **Settings > Integrations**.
 {/* MANUAL-CONTENT-END */}
 
 
diff --git a/apps/docs/content/docs/integrations/zoominfo.mdx b/apps/docs/content/docs/integrations/zoominfo.mdx
index ee499008d83..88c4dfcfe17 100644
--- a/apps/docs/content/docs/integrations/zoominfo.mdx
+++ b/apps/docs/content/docs/integrations/zoominfo.mdx
@@ -11,15 +11,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[ZoomInfo](https://www.zoominfo.com/) is a B2B go-to-market platform with one of the largest verified databases of company and contact data. It pairs deep firmographic and contact records with buyer intent signals and company news, so your sales, marketing, and operations teams can find, prioritize, and reach the right accounts.
-
-With ZoomInfo, you can:
-
-- **Search companies**: Find organizations by name, industry, location, revenue, and employee size
-- **Search contacts**: Discover people by name, job title, department, and management level
-- **Enrich companies and contacts**: Resolve detailed firmographics, verified emails, and phone numbers in bulk
-- **Track buyer intent**: Surface companies showing intent signals on the topics you care about
-- **Monitor company news**: Pull recent articles by category, source, or date range
+[ZoomInfo](https://www.zoominfo.com/) provides company and contact data, buyer intent signals, and company news.
 
 In Sim, the ZoomInfo integration lets your agents power prospecting, enrichment, and account research workflows end-to-end:
 
diff --git a/apps/docs/content/docs/introduction/index.mdx b/apps/docs/content/docs/introduction/index.mdx
index 0a2144cd0b0..63f54b5ba6d 100644
--- a/apps/docs/content/docs/introduction/index.mdx
+++ b/apps/docs/content/docs/introduction/index.mdx
@@ -9,11 +9,13 @@ import { Image } from '@/components/ui/image'
 import { Video } from '@/components/ui/video'
 import { FAQ } from '@/components/ui/faq'
 
-Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Build visually in the workflow builder, conversationally in **Chat**, or with code through the API. Connect 1,000+ integrations and every major LLM to create agents that automate real work.
+Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Build visually in the workflow builder, conversationally in **Chat**, or with code through the API. Connect the integration catalog and every major LLM to create agents that automate real work.
 
 <div className="mx-auto w-full overflow-hidden rounded-lg my-6">
   <Image
     src="/static/introduction.png"
+    loading="eager"
+    fetchPriority="high"
     alt="Sim workflow editor with an empty canvas, Editor panel, and workspace navigation"
     width={2304}
     height={1600}
@@ -61,7 +63,7 @@ A Sim system is not a single chat response. It is a set of resources that live i
 
 ## Integrations
 
-Sim provides native integrations with 1,000+ services:
+Sim provides native integrations with supported services:
 
 - **AI models.** OpenAI, Anthropic, Google Gemini, Groq, Cerebras, and local models via Ollama or VLLM.
 - **Communication.** Gmail, Slack, Microsoft Teams, Telegram, WhatsApp.
@@ -95,12 +97,6 @@ For anything not built in, [MCP support](/agents/mcp) connects any external serv
 </Cards>
 
 <FAQ items={[
-  { question: "Is Sim free to use?", answer: "Sim offers a free Community plan with 1,000 one-time credits to get started. Paid plans start at $25/month (Pro) with 6,000 monthly credits and go up to $100/month (Max) with 25,000 monthly credits. Annual billing is available at a 15% discount. You can also self-host Sim for free on your own infrastructure." },
   { question: "Is Sim open source?", answer: "Yes. Sim is open source under the Apache 2.0 license. The full source code is available on GitHub and you can self-host it, contribute to development, or modify it for your own needs. Enterprise features (SSO, access control) have a separate license that requires a subscription for production use." },
-  { question: "Which AI models and providers are supported?", answer: "Sim supports 15+ providers including OpenAI, Anthropic, Google Gemini, Groq, Cerebras, DeepSeek, Mistral, xAI, and OpenRouter. You can also run local models through Ollama or VLLM at no API cost. Bring Your Own Key (BYOK) is supported so you can use your own API keys at base provider pricing with no markup." },
-  { question: "Do I need coding experience to use Sim?", answer: "No. You build agents conversationally in Chat, visually by connecting blocks in the workflow builder, or with code. For advanced cases, the Function block runs custom JavaScript, and the full API and SDK are available for programmatic access." },
   { question: "Can I self-host Sim?", answer: "Yes. Sim provides Docker Compose configurations for self-hosted deployments. The stack includes the Sim application, a PostgreSQL database with pgvector, and a realtime collaboration server. You can also integrate local AI models via Ollama for a fully offline setup." },
-  { question: "Is there a limit on how many workflows I can create?", answer: "There is no limit on the number of workflows you can create on any plan. Usage limits apply to execution credits, rate limits, and file storage, which vary by plan tier." },
-  { question: "What integrations are available?", answer: "Sim offers 1,000+ native integrations across categories including AI models, communication tools (Gmail, Slack, Teams, Telegram), productivity apps (Notion, Google Workspace, Airtable), development tools (GitHub, Jira, Linear), search services (Google Search, Perplexity, Exa), and databases (PostgreSQL, Supabase, Pinecone). For anything not built in, you can use the MCP (Model Context Protocol) support to connect custom services." },
-  { question: "How does Sim compare to other AI agent builders?", answer: "Sim is an AI workspace. Chat, the visual workflow builder, knowledge bases, tables, and full observability live in one environment, so teams build agents visually, conversationally, or with code. Then they deploy and manage those agents with enterprise governance, real-time collaboration, and staging-to-production workflows." },
 ]} />
diff --git a/apps/docs/content/docs/keyboard-shortcuts/index.mdx b/apps/docs/content/docs/keyboard-shortcuts/index.mdx
index feffd0a6a83..d38d1cd0101 100644
--- a/apps/docs/content/docs/keyboard-shortcuts/index.mdx
+++ b/apps/docs/content/docs/keyboard-shortcuts/index.mdx
@@ -17,8 +17,8 @@ Sim has keyboard shortcuts for the workflow editor and for tables. Each set work
 
 | Action | Control |
 |--------|---------|
-| Pan the canvas | Left-drag on empty space, or scroll / trackpad |
-| Select multiple blocks | Right-drag to draw a selection box |
+| Pan the canvas | Middle-drag, left-drag in Hand mode, or scroll / trackpad |
+| Select multiple blocks | `Shift` + drag on empty space, or left-drag in Select mode |
 | Drag a block | Left-drag on the block header |
 | Add to selection | `Mod` + click on blocks |
 
diff --git a/apps/docs/content/docs/knowledgebase/chunking-strategies.mdx b/apps/docs/content/docs/knowledgebase/chunking-strategies.mdx
index 4afb917aadd..7ce25cf3b5f 100644
--- a/apps/docs/content/docs/knowledgebase/chunking-strategies.mdx
+++ b/apps/docs/content/docs/knowledgebase/chunking-strategies.mdx
@@ -48,7 +48,7 @@ Pick Auto unless you've confirmed it isn't producing the chunks you want.
 
 Hierarchical splitter that walks down a separator list: horizontal rules → markdown headings → paragraphs (`\n\n`) → lines (`\n`) → sentence punctuation (`. ! ?`) → clause punctuation (`; ,`) → spaces. It tries the largest separator first and falls back when a piece is still too large.
 
-Same algorithm as LangChain's [`RecursiveCharacterTextSplitter`](https://python.langchain.com/docs/concepts/text_splitters/#text-structured-based), the de facto standard for prose.
+
 
 Use it for general prose.
 
@@ -56,7 +56,7 @@ Use it for general prose.
 
 Same algorithm as Text, but you supply your own separator hierarchy or pick a built-in recipe (`plain`, `markdown`, `code`).
 
-The recipe pattern comes from [Chonkie](https://github.com/chonkie-inc/chonkie), which ships pre-built separator sets for common content types.
+
 
 Use Recursive when your content has structural markers the default Text separators miss — splitting code on `\nclass `, `\nfunction `, then `\n\n`, for example.
 
@@ -64,7 +64,7 @@ Use Recursive when your content has structural markers the default Text separato
 
 Splits on sentence boundaries (`. `, `! `, `? `, with abbreviation handling) and packs whole sentences up to the chunk size. A sentence is never split mid-way unless it individually exceeds the limit.
 
-This is the technique behind [LlamaIndex's `SentenceSplitter`](https://docs.llamaindex.ai/en/stable/module_guides/loading/node_parsers/modules/), which is the recommended default for prose in their stack.
+
 
 Use it when sentence integrity matters — Q&A, legal text, or anything where mid-sentence cuts hurt comprehension.
 
@@ -89,7 +89,7 @@ The regex strategy has an opt-in **"Each match is its own chunk (don't merge)"**
 - Overlap is disabled
 - Splits that exceed the chunk size are still sub-split at word boundaries
 
-This matches the `join=False` knob in [txtai](https://neuml.github.io/txtai/) and the `split_length=1` pattern in Haystack's `DocumentSplitter`. Most libraries don't expose this directly because they expect users to switch to a structural parser instead — see "One record per chunk" below.
+
 
 Turn it on when each match is a discrete record (one QA pair, one log entry) and you need each isolated for retrieval.
 
@@ -97,7 +97,7 @@ Turn it on when each match is a discrete record (one QA pair, one log entry) and
 
 Each record (each QA pair, each log line, each row) as its own chunk is structural chunking, not regex chunking. Two paths:
 
-1. **Convert to JSONL** (one record per line) and upload. Sim's Auto strategy treats it as structured data and never splits a record mid-way. Small records may still be batched together up to the chunk size — to force one record per chunk, lower the max chunk size to roughly the size of one record. See [LlamaIndex's `JSONNodeParser`](https://docs.llamaindex.ai/en/stable/module_guides/loading/node_parsers/) and [Unstructured's element-based chunking](https://docs.unstructured.io/api-reference/partition/chunking-documents).
+1. **Convert to JSONL** (one record per line) and upload. Sim's Auto strategy treats it as structured data and never splits a record mid-way. Small records may still be batched together up to the chunk size. Lowering the size reduces batching; use strict Regex boundaries when each match must become its own chunk. See [LlamaIndex's `JSONNodeParser`](https://docs.llamaindex.ai/en/stable/module_guides/loading/node_parsers/) and [Unstructured's element-based chunking](https://docs.unstructured.io/api-reference/partition/chunking-documents).
 
 2. **Use Regex with strict boundaries enabled** when you can't restructure the source.
 
@@ -114,14 +114,7 @@ Prefer option 1. Structural parsers handle nested records, escaped delimiters, a
 ## FAQ
 
 <FAQ items={[
-  { question: "Which strategy should I pick if I'm not sure?", answer: "Auto. JSON/JSONL/YAML go through structural chunking, CSVs are grouped by row, everything else uses Text. Only override Auto if you've confirmed it isn't producing the chunks you want." },
-  { question: "Why does my chunk contain multiple records even though my regex is precise?", answer: "Every chunker follows split-then-pack: small adjacent splits are merged up to the chunk size to keep chunks roughly uniform. To preserve every match as its own chunk, enable 'Each match is its own chunk (don't merge)' under the Regex strategy, or convert your file to JSONL." },
-  { question: "What's the difference between Text and Recursive?", answer: "Same algorithm. Text uses a built-in separator hierarchy for general prose. Recursive lets you supply your own separators or pick a recipe (plain, markdown, code) when the default doesn't capture your structure." },
-  { question: "When should I use Sentence over Text?", answer: "When sentence integrity matters — Q&A, legal text, or anything where mid-sentence cuts hurt comprehension. Text may split mid-sentence at lower levels of its hierarchy; Sentence never does unless a single sentence exceeds the chunk size." },
-  { question: "Does Token chunking respect any structure?", answer: "No. It's a fixed-size sliding window aligned to word boundaries. Use it only when downstream processing requires uniform chunk sizes." },
   { question: "What does overlap actually do?", answer: "Overlap repeats tokens from the end of one chunk at the start of the next, so a query spanning a chunk boundary can still match. Higher values increase storage and may surface duplicate hits in search." },
-  { question: "How do I get one chunk per record?", answer: "Convert to JSONL and lower the max chunk size to roughly the size of one record — Auto handles the rest. If you can't restructure the source, use Regex with 'Each match is its own chunk' enabled." },
-  { question: "Do larger chunks always retrieve better?", answer: "No. Larger chunks dilute relevance — the embedding represents the average of more content, so specific queries match worse. 256–1,024 tokens is a typical range; experiment for your data." },
   { question: "Can I change the chunking strategy on an existing knowledge base?", answer: "No. Chunking config is set at creation. To change it, create a new knowledge base and re-upload your documents." },
   { question: "Why isn't my regex producing any splits?", answer: "Sim normalizes content before splitting: \\r\\n becomes \\n, runs of three or more newlines collapse to \\n\\n, and tabs become spaces. Patterns that depend on those characters won't match. Also: in non-strict mode, content that fits within the chunk size returns as a single chunk regardless of matches — enable strict boundaries to force splits." },
 ]} />
diff --git a/apps/docs/content/docs/knowledgebase/connectors.mdx b/apps/docs/content/docs/knowledgebase/connectors.mdx
index 7a9c3ac9235..9d03f0be246 100644
--- a/apps/docs/content/docs/knowledgebase/connectors.mdx
+++ b/apps/docs/content/docs/knowledgebase/connectors.mdx
@@ -208,10 +208,5 @@ You can disable specific tag types during setup or at any time from the connecto
 You can add as many connectors as you need to a single knowledge base. Each manages its own documents independently, and all content is searchable together through the Knowledge block. Keep tag slot usage in mind when combining connectors that each populate metadata tags.
 
 <FAQ items={[
-  { question: "How often do connectors sync?", answer: "You choose from hourly, every 6 hours, daily (default), weekly, or manual-only. Sub-hourly frequencies require a Max or Enterprise plan. Each connector has its own schedule." },
-  { question: "What happens if a source document is deleted?", answer: "On the next sync the connector detects the document is gone and removes it from your knowledge base automatically. Content that is archived, retired, trashed, or otherwise removed from view at the source is treated the same way — restoring it at the source brings it back on the next sync." },
-  { question: "What happens when I delete a connector?", answer: "The connector is removed and future syncs stop. You're given the option to also delete all documents that were synced by that connector. If you don't check that option, they stay in the knowledge base as-is." },
-  { question: "What does the Disabled status mean?", answer: "After 10 consecutive full-sync failures, the connector is automatically disabled to stop retrying. Reconnect the OAuth account or click Resume to re-enable it." },
-  { question: "Do metadata tags count against a limit?", answer: "Yes. Tag slots are shared across all documents in a knowledge base — 17 slots total. Multiple connectors draw from the same pool, so plan accordingly if several connectors each auto-populate tags." },
   { question: "Do I need to re-authenticate connectors?", answer: "OAuth connectors refresh tokens automatically. API key and personal access token connectors need manual updates if you rotate the credential in the external service." },
 ]} />
diff --git a/apps/docs/content/docs/knowledgebase/debugging-retrieval.mdx b/apps/docs/content/docs/knowledgebase/debugging-retrieval.mdx
index 1d2ad571bbf..84908c1839f 100644
--- a/apps/docs/content/docs/knowledgebase/debugging-retrieval.mdx
+++ b/apps/docs/content/docs/knowledgebase/debugging-retrieval.mdx
@@ -4,7 +4,6 @@ description: Why a Knowledge block search returns no results, wrong results, or
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 
 A [Knowledge block](/integrations/knowledge) search reads a query, embeds it as a vector, and returns the chunks of your documents that are closest to it. When the search misbehaves, it does so in one of three ways: it returns nothing, it returns the wrong chunks, or it returns the same content twice. Each one has a short list of causes you can check in the search results, in the document list, and in your tag filters.
 
@@ -61,7 +60,7 @@ Wrong results are chunks that come back but don't answer the query, even though
 
 Common causes:
 
-- **The query and the content use different words.** A search for `LLM` won't sit close to content written entirely as `language model`. Reword the query toward the content's own terms.
+- **The query relies on an exact term or identifier.** Semantic search can match paraphrases, but a product code or error ID may need literal matching. Try [Hybrid retrieval](/knowledgebase/using-in-workflows#retrieval-mode) and include the exact identifier in the query.
 - **Chunks are too large.** A 1,024-token chunk blends many topics into one embedding, so its score is diluted across all of them. Smaller chunks (256 to 512 tokens) often retrieve more precisely. See [chunking strategies](/knowledgebase/chunking-strategies).
 - **Context is split across a chunk boundary.** The sentence that answers the query sits in one chunk and the subject it refers to sits in the previous one, so neither chunk scores well on its own. Overlap during chunking reduces this.
 
@@ -83,12 +82,3 @@ Duplicates are the same or near-identical content appearing more than once in `r
 A chunk can be disabled with the **Update Chunk** operation (`enabled: false`), which removes it from all searches without deleting it. A disabled chunk never appears in results, even when it's the best match. If a chunk you know is relevant is missing from a search, confirm it isn't disabled.
 
 The same goes for tag slots when you use [connectors](/knowledgebase/connectors). Synced documents auto-populate tag values (a repository name, a last-modified date), and those occupy the same slots manual tags would. A filter that returns nothing can be filtering on a slot the connector already claimed.
-
-## Next
-
-<Cards>
-  <Card title="Chunking strategies" href="/knowledgebase/chunking-strategies" description="Max chunk size, overlap, and how splits become chunks." />
-  <Card title="Tags and filtering" href="/knowledgebase/tags" description="Set tag values and filter searches by them." />
-  <Card title="Using a knowledge base in a workflow" href="/knowledgebase/using-in-workflows" description="Wire a Knowledge block search into an agent." />
-  <Card title="Knowledge block" href="/integrations/knowledge" description="Every operation the block supports." />
-</Cards>
diff --git a/apps/docs/content/docs/knowledgebase/index.mdx b/apps/docs/content/docs/knowledgebase/index.mdx
index 3b7940516b5..19b210b6438 100644
--- a/apps/docs/content/docs/knowledgebase/index.mdx
+++ b/apps/docs/content/docs/knowledgebase/index.mdx
@@ -1,5 +1,5 @@
 ---
-title: Overview
+title: Knowledge Base
 description: A store of documents your agents can search by meaning.
 ---
 
@@ -49,11 +49,6 @@ To keep a base in sync with an outside source like Google Drive, use a [connecto
 </Cards>
 
 <FAQ items={[
-  { question: "What file types are supported?", answer: "PDF, Word (DOC/DOCX), plain text (TXT), Markdown (MD), HTML, Excel (XLS/XLSX), PowerPoint (PPT/PPTX), CSV, JSON, and YAML files." },
-  { question: "Is there a file size limit?", answer: "Files can be up to 100 MB each, with best performance under 50 MB." },
-  { question: "Can I edit chunks after processing?", answer: "Yes. You can view, edit, merge, split, and add metadata to individual chunks once a document is processed." },
-  { question: "How does semantic search work?", answer: "Documents are embedded as vectors. When you search, your query is embedded too and compared against the document vectors to find conceptually similar content, even when the exact keywords don't match." },
   { question: "Does it support scanned PDFs?", answer: "Yes. With Azure or Mistral OCR configured, Sim extracts text from image-based and scanned PDF pages." },
   { question: "Can I search across multiple knowledge bases?", answer: "Each Knowledge block searches one knowledge base. Use multiple Knowledge blocks in a workflow to search across several." },
-  { question: "How do I control chunk size?", answer: "When you create a knowledge base, you can set the max chunk size (100 to 4,000 tokens), min chunk size (100 to 2,000 characters), and overlap (0 to 500 tokens). See chunking strategies for details." },
 ]} />
diff --git a/apps/docs/content/docs/knowledgebase/meta.json b/apps/docs/content/docs/knowledgebase/meta.json
index d04a13a433b..d7cfa580e0a 100644
--- a/apps/docs/content/docs/knowledgebase/meta.json
+++ b/apps/docs/content/docs/knowledgebase/meta.json
@@ -1,7 +1,6 @@
 {
   "title": "Knowledge Base",
   "pages": [
-    "index",
     "using-in-workflows",
     "connectors",
     "tags",
diff --git a/apps/docs/content/docs/knowledgebase/tags.mdx b/apps/docs/content/docs/knowledgebase/tags.mdx
index 5ac083cb0d3..e563295787e 100644
--- a/apps/docs/content/docs/knowledgebase/tags.mdx
+++ b/apps/docs/content/docs/knowledgebase/tags.mdx
@@ -92,7 +92,7 @@ The Knowledge block behaves differently depending on what you provide:
 
 | What you provide | Behaviour |
 |-----------------|-----------|
-| **Tags only** (no search query) | Fetches all documents that match the tag filters — pure tag matching, no vector search |
+| **Tags only** (no search query) | Returns matching chunks up to Number of Results, without vector ranking |
 | **Query only** (no tag filters) | Semantic vector search across all documents in the knowledge base |
 | **Both tags and query** | Tag filters run first to narrow the document set, then vector search runs within that subset |
 
@@ -105,9 +105,5 @@ Connectors can auto-populate tags with metadata from the source. A Notion connec
 You can disable specific metadata tag types during connector setup or in connector settings to free up slots for manual use. See [Connectors](/knowledgebase/connectors) for details.
 
 <FAQ items={[
-  { question: "How many tag slots are available?", answer: "17 total: 7 text, 5 number, 2 date, 3 boolean. These are shared across all documents and connectors in a knowledge base." },
   { question: "Can I rename a tag definition?", answer: "No. Tag definitions cannot be renamed after creation. Delete the old definition and create a new one with the correct name. Deleting will remove the tag value from all documents it was assigned to." },
-  { question: "Is tag matching case-sensitive?", answer: "No. Text tag matching is case-insensitive — 'Engineering' and 'engineering' are treated the same." },
-  { question: "Can tag filter values come from workflow variables?", answer: "Yes. Enter a variable reference like <start.department> as the filter value. It resolves to the actual value at runtime, so a single workflow can filter different documents on each run." },
-  { question: "What happens to tag values when I delete a tag definition?", answer: "Deleting a definition removes the tag value from every document it was assigned to and frees the slot. The modal shows you which documents are affected before you confirm." },
 ]} />
diff --git a/apps/docs/content/docs/knowledgebase/using-in-workflows.mdx b/apps/docs/content/docs/knowledgebase/using-in-workflows.mdx
index ab7572c9617..afd4bec3100 100644
--- a/apps/docs/content/docs/knowledgebase/using-in-workflows.mdx
+++ b/apps/docs/content/docs/knowledgebase/using-in-workflows.mdx
@@ -3,10 +3,9 @@ title: Using a knowledge base in a workflow
 description: How the Knowledge block searches a knowledge base and what it returns, so an agent can ground its answers in your documents.
 ---
 
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import { WorkflowPreview, OutputBundle, SUPPORT_KB_WORKFLOW } from '@/components/workflow-preview'
 
-A **Knowledge block** searches a [knowledge base](/knowledgebase) and hands the matching passages to a later block, so an [Agent](/workflows/blocks/agent) can answer from your documents instead of the model's memory alone. It works like asking a librarian for the most relevant excerpts on a topic: you give it a question and get back a ranked, source-labeled list. This page covers searching, narrowing with tags, reranking, and reading the results.
+A **Knowledge block** searches a [knowledge base](/knowledgebase) and hands the matching passages to a later block, so an [Agent](/workflows/blocks/agent) can answer from your documents instead of the model's memory alone. This page covers searching, narrowing with tags, reranking, and reading the results.
 
 <WorkflowPreview workflow={SUPPORT_KB_WORKFLOW} height={180} />
 
@@ -25,7 +24,7 @@ You can also search by tags, instead of or alongside a query:
 | What you provide | What it does |
 | --- | --- |
 | Query only | Semantic search across every document in the base. The default. |
-| Tags only | Returns documents that match the tags, with no ranking by meaning. |
+| Tags only | Returns matching chunks up to Number of Results, without vector ranking. |
 | Query and tags | Tags narrow the document set first, then semantic search runs within it. The most precise. |
 
 ## Tag Filters
@@ -110,12 +109,3 @@ When the agent's answer is off, the cause is usually in retrieval, not the agent
 - **An exact code, ID, or name isn't found.** Switch Retrieval Mode to Hybrid so a keyword pass runs alongside the semantic one.
 
 See [debugging retrieval](/knowledgebase/debugging-retrieval) for the full diagnostic path, and [chunking strategies](/knowledgebase/chunking-strategies) for how chunk boundaries shape what a search can return.
-
-## Next
-
-<Cards>
-  <Card title="Knowledge bases overview" href="/knowledgebase" description="What a knowledge base is and how documents get indexed." />
-  <Card title="Tags and filtering" href="/knowledgebase/tags" description="Define tags and use them to narrow a search." />
-  <Card title="Debugging retrieval" href="/knowledgebase/debugging-retrieval" description="Diagnose why a search returns the wrong chunks." />
-  <Card title="How blocks pass data" href="/workflows/data-flow" description="How one block reads another block's output." />
-</Cards>
diff --git a/apps/docs/content/docs/logs-debugging/alerts.mdx b/apps/docs/content/docs/logs-debugging/alerts.mdx
index 658e9d74597..9fc6f54df4a 100644
--- a/apps/docs/content/docs/logs-debugging/alerts.mdx
+++ b/apps/docs/content/docs/logs-debugging/alerts.mdx
@@ -1,107 +1,29 @@
 ---
 title: Alerts
-description: Get notified when a workflow fails, slows down, costs too much, or goes quiet.
+description: Send an alert when a watched workflow fails or exceeds an operational threshold.
 ---
 
-import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
+Use a [Sim Workspace Events trigger](/workflows/triggers/sim) to run an alert workflow when another workflow fails, slows down, exceeds a cost threshold, or goes quiet. Add delivery blocks for the channel you use, such as Slack, email, or an incident API.
 
-An **alert** tells you when your workflows behave in a way you want to know about: repeated failures, a slow run, an expensive run, or no activity at all. You set up an alert once on a workspace, choose the condition that triggers it, and pick how you want to be told.
+## Example: notify Slack after repeated failures
 
-## Alert rules
+1. Create a workflow with **Sim Workspace Events** as its trigger.
+2. Set **Event** to **Consecutive Failures** and **Consecutive Failures** to `3`.
+3. Select the source **Workflows**. Leave the field empty to watch the workspace.
+4. Add a Slack block that sends a message to your incident channel. Choose the intended Slack account and channel.
+5. Include the trigger's `workflowName` and `triggeringRun.runId` in the message using the reference picker. For a trigger named `workspaceevent`, the message can be:
 
-An **alert rule** is the condition that fires the alert. Each alert has one rule, configured with its own thresholds.
-
-| Rule | Fires when | Key settings |
-| --- | --- | --- |
-| **Consecutive failures** | the last N runs all errored | count (1 to 100, default 3) |
-| **Failure rate** | the error rate over a window crosses a threshold | percent (1 to 100), window hours (1 to 168) |
-| **Error count** | the number of errors in a window crosses a threshold | count (1 to 1000), window hours |
-| **Latency threshold** | a run takes longer than a fixed time | duration in ms (1s to 1h, default 30s) |
-| **Latency spike** | a run is much slower than the recent average | percent slower (10 to 1000), window hours |
-| **Cost threshold** | a single run costs more than a set amount | dollars (0.01 to 1000, default $1) |
-| **No activity** | no runs happen within a window | hours (1 to 168, default 24) |
-
-The rate-based rules (failure rate, latency spike) need at least 5 runs in the window before they evaluate. No-activity is checked by a background poll rather than on each run. After an alert fires, that alert stays quiet for **1 hour** so a single problem doesn't flood you.
-
-You can scope a rule to all workflows or specific ones, and filter by level (info or error) and by trigger type.
-
-## Delivery channels
-
-An alert can reach you three ways:
-
-- **Webhook** posts a signed JSON payload to a URL you provide.
-- **Email** sends to a list of recipients, up to 10.
-- **Slack** posts to a channel through a connected Slack account.
-
-## Webhook payload
-
-A webhook alert is an HTTP POST with a JSON body:
-
-```json
-{
-  "id": "evt_...",
-  "type": "workflow.execution.completed",
-  "timestamp": 1719907200000,
-  "data": {
-    "workflowId": "wf_...",
-    "workflowName": "Lead scorer",
-    "executionId": "exec_...",
-    "status": "error",
-    "level": "error",
-    "trigger": "api",
-    "startedAt": "2026-06-01T12:00:00.000Z",
-    "endedAt": "2026-06-01T12:00:01.200Z",
-    "totalDurationMs": 1200,
-    "cost": { "total": 0.0042 }
-  }
-}
+```text
+Workflow <workspaceevent.workflowName> has failed repeatedly.
+Latest run: <workspaceevent.triggeringRun.runId>
 ```
 
-You can also include the run's `finalOutput`, its `traceSpans` (webhook only), rate-limit status, and usage data by turning those options on for the alert.
-
-## Verifying a webhook
-
-Each delivery is signed so you can confirm it came from Sim. The signature is in the `sim-signature` header:
-
-```
-sim-signature: t=1719907200000,v1=<hex>
-```
-
-To verify, compute an HMAC-SHA256 over `{t}.{raw_body}` using your webhook secret, and compare the result to `v1`:
-
-```javascript
-import { createHmac } from 'node:crypto'
-
-function verify(rawBody, signatureHeader, secret) {
-  const parts = Object.fromEntries(signatureHeader.split(',').map((p) => p.split('=')))
-  const expected = createHmac('sha256', secret).update(`${parts.t}.${rawBody}`).digest('hex')
-  return expected === parts.v1
-}
-```
-
-Sim also sends `sim-event`, `sim-timestamp`, and an `Idempotency-Key` header on each delivery, so a receiver can dedupe retries.
-
-## Retries
-
-If your endpoint does not return a 2xx, Sim retries up to 5 times with increasing delays of 5s, 15s, 60s, 3m, then 10m, each with a little jitter. After the fifth failure the delivery is marked failed.
-
-## Setting up an alert
-
-Configure alerts in your workspace notification settings, or through the workspace notifications API:
+6. Deploy the alert workflow to activate it. Trigger representative failures in a watched test workflow, then inspect the alert workflow's [run log](/logs-debugging) and the Slack message.
 
-- `GET /api/workspaces/{id}/notifications` lists alerts.
-- `POST /api/workspaces/{id}/notifications` creates one.
-- `PUT /api/workspaces/{id}/notifications/{notificationId}` updates one.
-- `DELETE /api/workspaces/{id}/notifications/{notificationId}` removes one.
-- `POST /api/workspaces/{id}/notifications/{notificationId}/test` sends a test.
+## Choose another condition
 
-Creating or changing an alert needs Write or Admin access to the workspace. A workspace can have up to 10 alerts of each channel type.
+Choose **Run Error** to respond to each failed run. Other conditions include failure rate, error count, latency, cost, and inactivity. Cost thresholds use credits. See the [event and rule reference](/workflows/triggers/sim) for settings, defaults, and event-specific outputs.
 
-## Next
+Rule-based subscriptions have a one-hour cooldown after firing; plain events such as Run Error do not. Rate-based rules need at least five runs in their window. A subscription does not receive events about its own workflow, and runs started by this trigger do not emit new workspace events.
 
-<Cards>
-  <Card title="Logs & debugging" href="/logs-debugging" description="Read a run's trace to find what went wrong." />
-  <Card title="Logging" href="/logs-debugging/logging" description="The Logs page: columns, filters, and the run sidebar." />
-  <Card title="How workflows run" href="/workflows/how-it-runs" description="Execution, status, and where failures surface." />
-</Cards>
+Delivery behavior comes from the action blocks you configure. If an alert is missing, check that the alert workflow is deployed, the source workflow matches its filter, the condition and cooldown allow it to fire, and the delivery block completed successfully.
diff --git a/apps/docs/content/docs/logs-debugging/index.mdx b/apps/docs/content/docs/logs-debugging/index.mdx
index 40fffa12457..6ca2d2a973e 100644
--- a/apps/docs/content/docs/logs-debugging/index.mdx
+++ b/apps/docs/content/docs/logs-debugging/index.mdx
@@ -1,14 +1,13 @@
 ---
-title: Overview
+title: Logs
 description: A log is the recorded trace of one workflow run, and debugging is reading that trace backward from the block that failed.
 ---
 
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Image } from '@/components/ui/image'
 
 A **log** is the recorded trace of one workflow run. Every time a workflow runs, Sim writes down what triggered it, which blocks ran in what order, and for each block its exact input, its output, and any error. That trace is the ground truth for debugging: it replays what each block received, what it did, and what it returned, so you can find where something went wrong.
 
-Think of it like a video replay of the run, where you read what actually happened one block at a time.
+
 
 The **Logs page** lists every run across your workspace, one row per run. The [Logging reference](/logs-debugging/logging) covers the page itself: the columns, filters, and sidebar. This page covers what a log captures and how to trace a failure back to its cause.
 
@@ -94,13 +93,3 @@ Sim can read a run's logs and propose a fix from the trace: the error message, t
 ## Retention
 
 Logs are kept so you can debug a run after it happened. Free plans retain logs for **7 days**, after which they are archived to cloud storage and removed from the database. Pro, Team, and Enterprise plans retain logs indefinitely.
-
-## Next
-
-<Cards>
-  <Card title="Logging reference" href="/logs-debugging/logging" description="The Logs page: columns, filters, live mode, and the details sidebar." />
-  <Card title="How blocks pass data" href="/workflows/data-flow" description="How a block reads earlier outputs by reference." />
-  <Card title="How workflows run" href="/workflows/how-it-runs" description="Execution order, branches, and what runs." />
-  <Card title="External API" href="/api-reference/getting-started" description="Query logs programmatically and set up run notifications." />
-  <Card title="Cost calculation" href="/platform/costs" description="How per-block and per-run costs are computed." />
-</Cards>
diff --git a/apps/docs/content/docs/logs-debugging/logging.mdx b/apps/docs/content/docs/logs-debugging/logging.mdx
index 43a83b0a883..68dd52ed6b6 100644
--- a/apps/docs/content/docs/logs-debugging/logging.mdx
+++ b/apps/docs/content/docs/logs-debugging/logging.mdx
@@ -92,10 +92,6 @@ Snapshots exist for runs after the enhanced logging system was introduced. Older
 import { FAQ } from '@/components/ui/faq'
 
 <FAQ items={[
-  { question: "How long are run logs retained?", answer: "Free plans retain logs for 7 days — after that, logs are archived to cloud storage and deleted from the database. Pro, Team, and Enterprise plans retain logs indefinitely with no automatic cleanup." },
   { question: "What data is captured in each run log?", answer: "Each log entry includes the run ID, workflow ID, trigger type, start and end timestamps, total duration in milliseconds, cost breakdown (total cost, token counts, and per-model breakdowns), run data with trace spans, final output, and any associated files. The log details sidebar lets you inspect block-level inputs and outputs." },
   { question: "Are saved secrets visible in logs?", answer: "When a value saved under Secrets is successfully substituted through {{KEY}}, exact, case-sensitive occurrences are masked throughout the log-facing copy, including the live block-log display, Logs Overview input and output, Trace, log-read APIs, and the Logs block's Get Run Details output. Direct reads such as environmentVariables['KEY'] or shell $KEY also activate masking when Sim can recognize the read in the code beforehand; a name built at runtime, a reassigned binding, or a hardcoded literal is not recognized. This is not a general redactor: encoded, hashed, or transformed values are not matched. Functional execution responses, streams, and callbacks remain unchanged. See Execution log protection under Secrets for details." },
-  { question: "What is a workflow snapshot?", answer: "A frozen copy of the workflow's structure (blocks, connections, and configuration) captured at run time, so you can see the exact state behind a particular run — useful for debugging workflows that have been modified since." },
-  { question: "Can I access logs programmatically?", answer: "Yes. The External API provides endpoints to query logs with filtering by workflow, time range, trigger type, duration, cost, and model. You can also set up webhook, email, or Slack notifications for real-time alerts when runs complete." },
-  { question: "What does Live mode do on the Logs page?", answer: "It refreshes the Logs page in real time so new entries appear as they are recorded — useful during deployments or when monitoring active workflows." },
 ]} />
diff --git a/apps/docs/content/docs/logs-debugging/meta.json b/apps/docs/content/docs/logs-debugging/meta.json
index baac7c62b0d..2cf86a5b05d 100644
--- a/apps/docs/content/docs/logs-debugging/meta.json
+++ b/apps/docs/content/docs/logs-debugging/meta.json
@@ -1,4 +1,4 @@
 {
   "title": "Logs",
-  "pages": ["index", "logging", "alerts"]
+  "pages": ["logging", "alerts"]
 }
diff --git a/apps/docs/content/docs/platform/costs.mdx b/apps/docs/content/docs/platform/costs.mdx
index f057c37960b..bbe592bad56 100644
--- a/apps/docs/content/docs/platform/costs.mdx
+++ b/apps/docs/content/docs/platform/costs.mdx
@@ -6,7 +6,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { Image } from '@/components/ui/image'
 
-Sim automatically calculates the cost of every workflow run from AI model usage plus a base run charge.
+Sim calculates workflow usage from the base run charge, billable model usage, and hosted tool usage.
 
 ## Credits
 
@@ -16,18 +16,21 @@ All plan limits, usage meters, and billing thresholds are displayed in credits t
 
 ## How Costs Are Calculated
 
-Every workflow run includes two cost components:
+Workflow runs can include these cost components:
 
 **Base Run Charge**: 1 credit ($0.005) per run
 
-**AI Model Usage**: Variable cost based on token consumption
-```javascript
+**AI Model Usage**: Variable cost based on token consumption.
+
+**Hosted Tool Usage**: Per-operation charges for tools using Sim-provided keys.
+
+```text
 modelCost = (inputTokens × inputPrice + outputTokens × outputPrice) / 1,000,000
-totalCredits = baseRunCharge + modelCost × 200
+totalCredits = baseRunCharge + (billableModelCost + hostedToolCost) × 200
 ```
 
 <Callout type="info">
-  AI model prices are per million tokens. Workflows without AI blocks incur only the base run charge.
+  AI model prices are per million tokens. A workflow with no billable model usage or hosted tool usage incurs only the base run charge.
 </Callout>
 
 ## Model Breakdown in Logs
@@ -52,63 +55,7 @@ The model breakdown shows:
 
 ## Pricing Options
 
-<Tabs items={['Hosted Models', 'Bring Your Own API Key']}>
-  <Tab>
-    **Hosted Models** - Sim provides API keys with a 1.1x pricing multiplier for Agent blocks:
-
-    **OpenAI**
-    | Model | Base Price (Input/Output) | Hosted Price (Input/Output) |
-    |-------|---------------------------|----------------------------|
-    | GPT-5.1 | $1.25 / $10.00 | $1.38 / $11.00 |
-    | GPT-5 | $1.25 / $10.00 | $1.38 / $11.00 |
-    | GPT-5 Mini | $0.25 / $2.00 | $0.28 / $2.20 |
-    | GPT-5 Nano | $0.05 / $0.40 | $0.06 / $0.44 |
-    | GPT-4o | $2.50 / $10.00 | $2.75 / $11.00 |
-    | GPT-4.1 | $2.00 / $8.00 | $2.20 / $8.80 |
-    | GPT-4.1 Mini | $0.40 / $1.60 | $0.44 / $1.76 |
-    | GPT-4.1 Nano | $0.10 / $0.40 | $0.11 / $0.44 |
-    | o1 | $15.00 / $60.00 | $16.50 / $66.00 |
-    | o3 | $2.00 / $8.00 | $2.20 / $8.80 |
-    | o4 Mini | $1.10 / $4.40 | $1.21 / $4.84 |
-
-    **Anthropic**
-    | Model | Base Price (Input/Output) | Hosted Price (Input/Output) |
-    |-------|---------------------------|----------------------------|
-    | Claude Opus 4.5 | $5.00 / $25.00 | $5.50 / $27.50 |
-    | Claude Opus 4.1 | $15.00 / $75.00 | $16.50 / $82.50 |
-    | Claude Sonnet 4.5 | $3.00 / $15.00 | $3.30 / $16.50 |
-    | Claude Sonnet 4.0 | $3.00 / $15.00 | $3.30 / $16.50 |
-    | Claude Haiku 4.5 | $1.00 / $5.00 | $1.10 / $5.50 |
-
-    **Google**
-    | Model | Base Price (Input/Output) | Hosted Price (Input/Output) |
-    |-------|---------------------------|----------------------------|
-    | Gemini 3 Pro Preview | $2.00 / $12.00 | $2.20 / $13.20 |
-    | Gemini 2.5 Pro | $1.25 / $10.00 | $1.38 / $11.00 |
-    | Gemini 2.5 Flash | $0.30 / $2.50 | $0.33 / $2.75 |
-
-    *The 1.1x multiplier covers infrastructure and API management costs.*
-  </Tab>
-
-  <Tab>
-    **Your Own API Keys** - Use any model at base pricing:
-
-    | Provider | Example Models | Input / Output |
-    |----------|----------------|----------------|
-    | Deepseek | V3, R1 | $0.75 / $1.00 |
-    | xAI | Grok 4 Latest, Grok 3 | $3.00 / $15.00 |
-    | Groq | Llama 4 Scout, Llama 3.3 70B | $0.11 / $0.34 |
-    | Cerebras | Llama 4 Scout, Llama 3.3 70B | $0.11 / $0.34 |
-    | Ollama | Local models | Free |
-    | VLLM | Local models | Free |
-
-    *Pay providers directly with no markup*
-  </Tab>
-</Tabs>
-
-<Callout type="warning">
-  Pricing shown reflects rates as of September 10, 2025. Check provider documentation for current pricing.
-</Callout>
+With Sim-provided model keys, model usage is billed through Sim. With your own keys, you pay the provider directly; the workflow base charge still applies. Check the provider's current pricing when estimating a run, and use the run's recorded usage to compare configurations.
 
 ## Hosted Tool Pricing
 
@@ -258,7 +205,7 @@ The BYOK settings page groups providers the same way.
     | Prospeo | Person and company enrichment and search |
     | Wiza | Prospect search, individual reveal, and company enrichment |
     | Datagma | Email, phone, person, and company enrichment |
-    | Dropcontact | GDPR-compliant contact enrichment and email finding |
+    | Dropcontact | Contact enrichment and email finding |
     | LeadMagic | Email finding, validation, and B2B profile enrichment |
     | Icypeas | Email finding and verification |
     | Enrow | Email finding and verification |
@@ -340,7 +287,7 @@ Sim has two paid plan tiers - **Pro** and **Max**. Either can be used individual
 
 To use Pro or Max with a team, select **Get For Team** in subscription settings and choose the tier and number of seats. Credits are pooled across the organization at the per-seat rate (e.g. Max for Teams with 3 seats = 75,000 credits/mo pooled).
 
-Internal organization members use seats and contribute to the team's pooled credit allocation. External workspace members do not join your organization, do not appear in the organization roster, and do not count toward your seat total.
+Internal organization members use seats and contribute to the team's pooled credit allocation. External workspace members do not join your organization or count toward its seat total. They appear in the roster with an External label.
 
 ### Weekly Refresh Credits
 
@@ -571,7 +518,7 @@ Pro and Team plan users can buy additional credits at any time in **Settings →
 import { FAQ } from '@/components/ui/faq'
 
 <FAQ items={[
-  { question: "How much does a single workflow run cost?", answer: "Every run incurs a base charge of 1 credit ($0.005). On top of that, any AI model usage is billed based on token consumption. Workflows that do not use AI blocks only pay the base run charge." },
+  { question: "How much does a single workflow run cost?", answer: "Every run incurs a base charge of 1 credit ($0.005), plus billable model usage and hosted tool usage. Runs without either metered component pay only the base charge." },
   { question: "What is the credit-to-dollar conversion rate?", answer: "1 credit equals $0.005. All plan limits, usage meters, and billing thresholds in the Sim UI are displayed in credits." },
   { question: "Do unused weekly refresh credits carry over?", answer: "No. Weekly refresh credits reset every 7 days and do not accumulate. If you do not use them within the week, they are lost." },
   { question: "What happens when I exceed my plan's credit limit?", answer: "By default, your usage is capped at your plan's included credits and runs will stop. If you enable on-demand billing or manually raise your usage limit in Settings, you can continue running workflows and pay for the overage at the end of the billing period." },
diff --git a/apps/docs/content/docs/platform/credentials.mdx b/apps/docs/content/docs/platform/credentials.mdx
index 922080c7a98..a80862d3e2b 100644
--- a/apps/docs/content/docs/platform/credentials.mdx
+++ b/apps/docs/content/docs/platform/credentials.mdx
@@ -128,7 +128,7 @@ Click **Save** to apply changes, or **Back** to return to the list.
 
 ### Visibility
 
-By default, a secret's resolved value is masked everywhere Sim shows run output (see [Execution log protection](#execution-log-protection)). For values that aren't actually sensitive — a staging key, a shared base URL — that masking makes your own logs harder to read.
+By default, a secret's resolved value is masked everywhere Sim shows run output (see [Execution log protection](#execution-log-protection)). For values that aren't actually sensitive — a non-secret shared base URL — that masking makes your own logs harder to read.
 
 **Show value in logs and Chat** turns masking off for one workspace secret. With it on:
 
@@ -155,16 +155,16 @@ Usage is recorded independently of execution logs, so it outlives them: logs exp
 
 ## Workspace vs. Personal
 
-| | Workspace | Personal |
+| Feature | Workspace | Personal |
 |---|---|---|
 | **Who sees the name** | All workspace members, including external workspace members | Only you |
 | **Who sees the value** | Workspace admins and that secret's Credential Admins; Credential Members when **Show value in logs and Chat** is enabled | Only you |
-| **Use in workflows and code** | Any member can use | Only you can use |
+| **Use in workflows and code** | Workspace admins and members with an active Credential Member or Credential Admin grant | Only you can use |
 | **Best for** | Production workflows, shared services | Testing, personal API keys |
 | **Who can edit** | Workspace admins and that secret's Credential Admins | Only you |
 
 <Callout type="info">
-When a workspace secret and a personal secret share the same key name, the **workspace secret takes precedence**.
+Among secrets available to the execution actor, the **workspace secret takes precedence**. An inaccessible workspace secret does not shadow an authorized personal secret.
 </Callout>
 
 ### Resolution Order
diff --git a/apps/docs/content/docs/platform/enterprise/access-control.mdx b/apps/docs/content/docs/platform/enterprise/access-control.mdx
index bfe5964cde6..fe907d92411 100644
--- a/apps/docs/content/docs/platform/enterprise/access-control.mdx
+++ b/apps/docs/content/docs/platform/enterprise/access-control.mdx
@@ -226,7 +226,7 @@ When a user opens Chat, their permission group is read before any block or tool
   },
   {
     question: "Does Chat respect the same restrictions as the executor?",
-    answer: "Yes. Sim reads the user's permission group for the workspace's organization before suggesting blocks or tools. Disallowed blocks are filtered out of the block picker, and disallowed tool types are skipped during workflow generation."
+    answer: "Sim uses the permission group governing the workflow's workspace. Disallowed blocks are filtered from the block picker. Generated workflows can still reference a restricted tool type; execution rejects it with an error naming the restriction."
   },
   {
     question: "Can I apply different restrictions to different people or workspaces?",
diff --git a/apps/docs/content/docs/platform/enterprise/audit-logs.mdx b/apps/docs/content/docs/platform/enterprise/audit-logs.mdx
index 36ecdacfa4c..e5df0940922 100644
--- a/apps/docs/content/docs/platform/enterprise/audit-logs.mdx
+++ b/apps/docs/content/docs/platform/enterprise/audit-logs.mdx
@@ -6,7 +6,7 @@ description: Track every action taken across your organization's workspaces
 import { FAQ } from '@/components/ui/faq'
 import { Image } from '@/components/ui/image'
 
-Audit logs give your organization a tamper-evident record of every significant action taken across workspaces — who did what, when, and on which resource. Use them for security reviews, compliance investigations, and incident response.
+Audit logs record configuration and security events across your organization, including the actor, time, and affected resource. Use them to investigate changes and incidents.
 
 ---
 
@@ -105,7 +105,7 @@ Audit log events follow a `resource.action` naming pattern. The table below list
 | **Credentials** | `credential.created`, `credential.deleted`, `oauth.disconnected` |
 | **Organization** | `organization.updated`, `org_member.added`, `org_member.role_changed` |
 
-Workspace invitation events include whether the invite is for an internal organization member or an external workspace member in their metadata. External workspace members can appear as actors on workspace-scoped events, but they are not organization members and do not appear in the organization roster.
+Workspace invitation events include whether the invite is for an internal organization member or an external workspace member in their metadata. External workspace members can appear as actors on workspace-scoped events, and appear in the roster with an External label without becoming organization members.
 
 ---
 
diff --git a/apps/docs/content/docs/platform/enterprise/data-drains.mdx b/apps/docs/content/docs/platform/enterprise/data-drains.mdx
index 9e1c4f0dea6..4305d250c87 100644
--- a/apps/docs/content/docs/platform/enterprise/data-drains.mdx
+++ b/apps/docs/content/docs/platform/enterprise/data-drains.mdx
@@ -43,7 +43,7 @@ A drain exports exactly one source. To export multiple sources, create multiple
 
 Each row is delivered as a single line of NDJSON. The shape of each row is part of the public schema and stable across versions; every row carries an `id` field that downstream consumers can use to dedupe.
 
-Drains export each row exactly once based on its creation cursor. Mutable fields on **Chats** (messages, title, `lastSeenAt`) are a point-in-time snapshot and won't be re-emitted if the chat is later updated. Treat the export as append-only and reconstitute current state from your own system of record if you need it.
+Drains select new rows by their creation cursor and deliver them at least once. A failed run can deliver a row again, so consumers should deduplicate by its `id`. Mutable fields on **Chats** (messages, title, `lastSeenAt`) are a point-in-time snapshot and won't be re-emitted if the chat is later updated. Treat the export as append-only and reconstitute current state from your own system of record if you need it.
 
 ---
 
@@ -96,7 +96,7 @@ For sovereign clouds, set **Endpoint suffix** to `blob.core.usgovcloudapi.net` (
 Streams each row into a target table via the `tabledata.insertAll` API, with per-row insertId dedup.
 
 - **Project ID** — your GCP project (supports domain-scoped IDs like `example.com:my-project`).
-- **Dataset ID / Table ID** — must already exist; Sim does not create tables. The table schema must accommodate the source's row shape (one column per top-level field, or a single `JSON`/`STRING` column with the rest as `ignoreUnknownValues`).
+- **Dataset ID / Table ID** — must already exist; Sim does not create tables. The table schema must match the source row shape, with a compatible column for each top-level field. Sim sends those fields directly and sets `ignoreUnknownValues` to `false`; it does not wrap the row in a single JSON or STRING column.
 - **Service account JSON key** — needs `roles/bigquery.dataEditor` (insert) and `roles/bigquery.metadataViewer` (for the `tables.get` probe used by "Test connection"). Sim authenticates via OAuth2 service-account JWT.
 
 Each row is sent with an `insertId` of `{drainId}-{runId}-{sequence}-{index}`. BigQuery dedupes inserts with the same `insertId` for ~60 seconds, so retries inside that window won't duplicate. If a chunk reports partial failure (`insertErrors`), the run fails with the offending row indices and an outer-driver retry may duplicate rows that already succeeded — the dispatcher's bounded retry minimizes this risk. Enforced per-request limits: 10 MB body, 50,000 rows.
@@ -222,7 +222,7 @@ After data lands in your bucket or webhook system, archive lifecycle (transition
   },
   {
     question: "What format is the data in?",
-    answer: "NDJSON — newline-delimited JSON, one row per line. Each chunk is a single S3 object or a single POST body."
+    answer: "Object-storage and webhook destinations receive NDJSON, one row per line. BigQuery, Snowflake, and Datadog use the destination-specific payloads described above."
   }
 ]} />
 
diff --git a/apps/docs/content/docs/platform/enterprise/data-retention.mdx b/apps/docs/content/docs/platform/enterprise/data-retention.mdx
index f7e4cdaef0c..aa3fbe8b578 100644
--- a/apps/docs/content/docs/platform/enterprise/data-retention.mdx
+++ b/apps/docs/content/docs/platform/enterprise/data-retention.mdx
@@ -102,7 +102,7 @@ For each stage, choose the **entity types** to redact from the searchable grid.
 - **United Kingdom** — NHS number, National Insurance number
 - **Other regions** — Spanish (NIF, NIE), Italian (fiscal code, driver's licence, VAT code, passport, identity card), Polish (PESEL), Singaporean (NRIC/FIN, UEN), Australian (ABN, ACN, TFN, Medicare), Indian (PAN, Aadhaar, vehicle registration, voter ID, passport), and Finnish (personal identity code) identifiers
 
-The **Block outputs** stage is restricted to regex- and checksum-based recognizers, so it can run in-flight over large payloads without a performance penalty. Types that need name-model detection — person name, location, date or time, and nationality/religious/political group — are not offered for that stage.
+The **Block outputs** stage is restricted to regex- and checksum-based recognizers, to support in-flight masking without name-model detection. Types that need name-model detection — person name, location, date or time, and nationality/religious/political group — are not offered for that stage.
 
 Detection is language-aware: pick the **language** whose recognizers should apply. English, Spanish, Italian, Polish, and Finnish are supported, and the grid filters to the identifiers available for the selected language.
 
diff --git a/apps/docs/content/docs/platform/enterprise/forks.mdx b/apps/docs/content/docs/platform/enterprise/forks.mdx
index 281633bc3fa..cfe4879dbe5 100644
--- a/apps/docs/content/docs/platform/enterprise/forks.mdx
+++ b/apps/docs/content/docs/platform/enterprise/forks.mdx
@@ -193,7 +193,7 @@ How each resource behaves at **fork** time vs **sync** time. Use this when you a
 
 Only **deployed** workflows move. Deploy is the commit; sync is the force push/pull of those commits. Workflows marked [excluded](#excluded-workflows) never move in either direction.
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | Each deployed workflow becomes a **draft** in the child. Run history is not copied. Only folders that contain a copied workflow are kept. |
 | **Sync** | The change list shows what will be updated, created, or archived. The target is overwritten for those workflows. |
@@ -204,7 +204,7 @@ Only **deployed** workflows move. Deploy is the commit; sync is the force push/p
 
 ### Files
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | Listed under **Copy resources** (default on). A copied file keeps its containing folder structure. Folder scopes referenced by copied workflows are mirrored with their ancestors even when they are empty; mirroring a scope does not implicitly copy every file inside it. Deselect a file → that file field clears. |
 | **Sync** | Map to a file that already exists on the target, or copy. Files used by the sync’s workflows default to selected. Selected workspace file-folder scopes are mapped separately by canonical path. The same path is suggested automatically when it exists on both sides; otherwise create or choose the intended target folder before syncing. |
@@ -217,7 +217,7 @@ Only concrete, active workspace folder selections participate in this mapping. L
 
 ### Tables
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | Optional copy (default on). Rows may finish copying in the background after the fork is created. Deselect → table fields clear. |
 | **Sync** | Map if both sides should keep pointing at “the same” logical table through the mapping, or copy for an independent dataset on the target. |
@@ -228,7 +228,7 @@ Only concrete, active workspace folder selections participate in this mapping. L
 
 ### Knowledge bases and documents
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | Optional copy (default on). Tag definitions come with the knowledge base, along with every **uploaded** document in it. Deselect → knowledge base / document fields clear. |
 | **Sync** | Map or copy the knowledge base. Documents are not mapped by themselves — they follow the knowledge base (copied with it, or re-picked when you map to an existing one). |
@@ -256,7 +256,7 @@ A document whose connector was **deleted** in the source is no longer connector-
 
 ### Custom tools
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | Optional copy (default on). The tool definition comes along so agent / tool picks keep working. |
 | **Sync** | Map when both sides already maintain the same tool; copy when the target should receive the source’s definition as a new tool. |
@@ -267,7 +267,7 @@ A document whose connector was **deleted** in the source is no longer connector-
 
 ### Skills
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | Optional copy (default on). Skill content comes along. Links inside the skill to files or other Sim resources are updated when those resources were also copied. Deselect → skill fields on agents clear. |
 | **Sync** | Map or copy, same idea as custom tools. |
@@ -280,7 +280,7 @@ A document whose connector was **deleted** in the source is no longer connector-
 
 Servers you connect to an external MCP endpoint (not “publish this workflow as MCP”).
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | Optional copy (default on). **Connection settings** (URL, headers, transport) copy. **Sign-in / OAuth is not copied** — OAuth servers show up disconnected until someone signs in again in the child. Tool picks on MCP and agent blocks follow the new server. |
 | **Sync** | Map or copy under the same rules. Mapping is typical when each workspace has its own server aimed at the same upstream system. |
@@ -293,7 +293,7 @@ Servers you connect to an external MCP endpoint (not “publish this workflow as
 
 Servers that **publish workflows as MCP tools**.
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | Optional under **Copy resources**. You get matching server shells in the child. When the workflow was also forked, its tool attachment on that server is carried over. |
 | **Sync** | These are not shown in the mapping list. Attachments stay aligned as you sync — tools are added, updated, or removed to match the source. |
@@ -304,7 +304,7 @@ Servers that **publish workflows as MCP tools**.
 
 ### Deployed chats
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | Live chat deployments on copied workflows come along with a **new chat URL**. Conversation history is not copied — only the chat setup (including which blocks feed the chat). |
 | **Sync** | If the target workflow has **no** chat yet, the source’s live chat is created there (again with a new URL). Existing chats on the target are left alone. Workflows that are not ready to deploy do not get a chat. |
@@ -315,7 +315,7 @@ Servers that **publish workflows as MCP tools**.
 
 ### Credentials
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | **Never copied.** Credential fields in workflows are cleared. Connect or pick credentials in the child. |
 | **Sync** | **Map only.** Every credential used by the synced workflows must be mapped to a credential on the target (same kind of integration). Sync stays blocked until that is done. Then re-pick dependents (labels, calendars, channels, …). |
@@ -326,7 +326,7 @@ Servers that **publish workflows as MCP tools**.
 
 ### Secrets (environment variables)
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | **Values never leave the source.** Workflow text still contains `{{KEY}}` names. Create matching secrets (or the names you will map to) under the child’s **Secrets**. |
 | **Sync** | Map source key names to target key names. Values stay in each workspace. Unmapped required secrets block Sync. |
@@ -339,7 +339,7 @@ Notes are documentation: a `{{KEY}}` that appears only inside a Note block never
 
 ### Public API
 
-| | Behavior |
+| Feature | Behavior |
 |---|----------|
 | **Fork** | Child workflows start **private** — not exposed as public API endpoints, even if the parent was. |
 | **Sync** | The source workflow’s public API setting is carried. Push a public endpoint and the target becomes public too. |
diff --git a/apps/docs/content/docs/platform/enterprise/index.mdx b/apps/docs/content/docs/platform/enterprise/index.mdx
index acc35df3e0f..a781bcc40d9 100644
--- a/apps/docs/content/docs/platform/enterprise/index.mdx
+++ b/apps/docs/content/docs/platform/enterprise/index.mdx
@@ -3,77 +3,22 @@ title: Enterprise
 description: Enterprise features for business organizations
 ---
 
-Sim Enterprise adds permission groups, SSO, audit logs, usage tracking, data retention and drains, white-labeling, and workspace forks on top of Team plans.
-
----
-
-## Permission groups
-
-Define permission groups to control what features, models, blocks, and integrations your members can use. A permission group belongs to an **organization**. The organization's single **default group** governs everyone org-wide; every other group targets a specific set of workspaces and, by default, governs all members of those workspaces — or only named members once you add them. A user is governed by exactly one group in any given workspace.
-
-External workspace members can be governed by permission groups just like internal organization members, but they remain outside the organization roster and do not consume seats.
-
-### What a group controls
-
-- **Model providers** - Restrict which AI providers members can use, and deny individual models within an allowed provider
-- **Blocks** - Control which workflow blocks are available, and deny individual tools within an allowed integration
-- **Platform** - Revoke modules (Chat, Knowledge Base, Tables, Files, Sim Mailer), deployment surfaces, tool types, log detail, collaboration actions, and credential access
-
-### Setup
-
-1. Navigate to **Settings → Organization → Permission groups** from any workspace in your organization
-2. Create a permission group with your desired restrictions
-3. Scope it to workspaces, and optionally add named members
-
-Only organization owners and admins can manage permission groups. Users not governed by any group have full access. Restrictions are enforced at both UI and execution time, based on the organization that owns the workflow's workspace.
-
-See the [Access Control guide](/platform/enterprise/access-control) for full details.
-
----
-
-## Single Sign-On (SSO)
-
-Enterprise authentication with SAML 2.0 and OIDC support. Works with Okta, Azure AD (Entra ID), Google Workspace, ADFS, and any standard OIDC or SAML 2.0 provider.
-
-See the [SSO setup guide](/platform/enterprise/sso) for step-by-step instructions and provider-specific configuration.
-
----
-
-## White-labeling
-
-Replace Sim's default branding — logos, wordmark, product name, and theme colors — with your own. Instance-wide branding environment variables additionally cover the favicon and custom CSS. `NEXT_PUBLIC_BRAND_BACKGROUND_COLOR` is not a background — it only tells Sim whether your brand ground is dark, which it uses to pick contrasting text. See the [white-labeling guide](/platform/enterprise/whitelabeling).
-
----
-
-## Audit Logs
-
-Track configuration and security-relevant actions across your organization for compliance and monitoring. See the [audit logs guide](/platform/enterprise/audit-logs).
-
----
-
-## Usage Tracking
-
-See where your organization's credits go — by member, workspace, model, and platform feature. See the [usage tracking guide](/platform/enterprise/usage-tracking).
-
----
-
-## Data Retention
-
-Configure how long execution logs, soft-deleted resources, and Chat data are kept before permanent deletion. See the [data retention guide](/platform/enterprise/data-retention).
-
----
-
-## Data Drains
-
-Continuously export workflow logs, audit logs, and Chat data to a destination you control — object storage, a data warehouse, Datadog, or an HTTPS webhook — on a schedule. See the [data drains guide](/platform/enterprise/data-drains).
-
----
-
-## Workspace Forks
-
-Clone a workspace into a linked child, then push or pull **deployed** workflow changes between them. Deploy is like a commit; sync is a force push or force pull. See the [workspace forks guide](/platform/enterprise/forks).
-
----
+Sim Enterprise adds organization controls for access, provisioning, operations, and branding. Organization owners and admins configure these features in Settings.
+
+| Feature | Use it to |
+|---|---|
+| [Permission groups](/platform/enterprise/access-control) | Restrict features, models, blocks, and tools by workspace and member |
+| [Single sign-on](/platform/enterprise/sso) | Connect a SAML or OIDC identity provider |
+| [Verified domains](/platform/enterprise/verified-domains) | Prove domain ownership for SSO and provisioning |
+| [Directory provisioning](/platform/enterprise/scim) | Sync users and group-based access from your directory |
+| [Session policies](/platform/enterprise/session-policies) | Set session lifetimes and revoke member sessions |
+| [Audit logs](/platform/enterprise/audit-logs) | Investigate configuration and security events |
+| [Usage tracking](/platform/enterprise/usage-tracking) | Review usage by member, workspace, model, and source |
+| [Data retention](/platform/enterprise/data-retention) | Set retention windows and configure PII redaction |
+| [Data drains](/platform/enterprise/data-drains) | Export logs and Chat records to your own destination |
+| [Custom blocks](/platform/enterprise/custom-blocks) | Share a workflow as a block across the organization |
+| [Workspace forks](/platform/enterprise/forks) | Copy a workspace and sync deployed workflow changes |
+| [White-labeling](/platform/enterprise/whitelabeling) | Configure organization branding |
 
 ## Self-hosted setup
 
diff --git a/apps/docs/content/docs/platform/enterprise/meta.json b/apps/docs/content/docs/platform/enterprise/meta.json
index 8b095acff3a..123eec90b29 100644
--- a/apps/docs/content/docs/platform/enterprise/meta.json
+++ b/apps/docs/content/docs/platform/enterprise/meta.json
@@ -1,7 +1,6 @@
 {
   "title": "Enterprise",
   "pages": [
-    "index",
     "self-hosted",
     "sso",
     "scim",
diff --git a/apps/docs/content/docs/platform/enterprise/scim/meta.json b/apps/docs/content/docs/platform/enterprise/scim/meta.json
index 85510bda6c6..67184376931 100644
--- a/apps/docs/content/docs/platform/enterprise/scim/meta.json
+++ b/apps/docs/content/docs/platform/enterprise/scim/meta.json
@@ -1,5 +1,5 @@
 {
   "title": "Directory provisioning",
-  "pages": ["index", "okta", "entra"],
+  "pages": ["okta", "entra"],
   "defaultOpen": false
 }
diff --git a/apps/docs/content/docs/platform/enterprise/usage-tracking.mdx b/apps/docs/content/docs/platform/enterprise/usage-tracking.mdx
index 35ddb7e8f2c..ccdd786d662 100644
--- a/apps/docs/content/docs/platform/enterprise/usage-tracking.mdx
+++ b/apps/docs/content/docs/platform/enterprise/usage-tracking.mdx
@@ -70,7 +70,7 @@ A **source** is the part of the platform that consumed the credits. Every charge
 
 These follow from how charges are recorded, and they explain most questions about why a number looks the way it does.
 
-**Workflow covers the whole run, not just the base charge.** A workflow row includes three things: the models it called on Sim's hosted keys, any hosted-key tool calls, and the per-run base charge. Model usage typically dominates, but the per-run charge is not negligible — across a high-volume organization it commonly accounts for around a fifth of workflow spend, because it applies to every run whether or not the workflow calls a model.
+**Workflow covers the whole run, not just the base charge.** A workflow row includes three things: the models it called on Sim's hosted keys, any hosted-key tool calls, and the per-run base charge. The base charge applies to every run, including runs with no model calls.
 
 **Agent block is billed separately from the workflow that contains it.** An Agent block runs inside a workflow but is metered on its own, so its credits appear under **Agent block** rather than **Workflow**. Nothing is counted twice — but it also means Workflow alone understates what your workflows cost. Read the two lines together.
 
@@ -133,7 +133,7 @@ Very large exports are capped. When that happens the download still succeeds and
   },
   {
     question: "Is there an API for usage data?",
-    answer: "Not currently. Usage tracking is a settings surface; use the CSV export to move the data into your own systems."
+    answer: "The billing API exposes billing status and usage events; the [Billing CLI](/cli/billing) provides commands for those reads. Use this page's CSV export for the organization report shown in Settings."
   },
   {
     question: "Why does a period show partial days at each end?",
diff --git a/apps/docs/content/docs/platform/organization.mdx b/apps/docs/content/docs/platform/organization.mdx
index a5e82580b47..44eac34e676 100644
--- a/apps/docs/content/docs/platform/organization.mdx
+++ b/apps/docs/content/docs/platform/organization.mdx
@@ -5,9 +5,7 @@ description: Folders, colors, and naming conventions for keeping a growing works
 
 import { Card, Cards } from 'fumadocs-ui/components/card'
 
-A **folder** is a container in the sidebar that groups workflows. It is the primary way you organize a [workspace](/platform/workspaces) once it holds more than a handful of workflows. Folders work like folders in a desktop file system: they nest, they collapse, and you arrange them by convention so the structure tells you where things live.
-
-A flat list of twenty workflows is hard to scan, but grouping the same twenty under three or four top-level folders gives you a map of where everything lives.
+Folders group workflows in the sidebar. Nest or reorder them to organize a [workspace](/platform/workspaces) by team, customer, or purpose.
 
 {/* VISUAL: before/after sidebar. Left: a flat list of ~20 workflows, no grouping. Right: the same workflows under 3-4 top-level color-coded folders ("Internal", "Customer-Facing", "Ops"), some expanded to show nested subfolders. */}
 
@@ -17,21 +15,19 @@ Here's an example: a folder named **Customer Deployments**, colored red, holding
 
 ### Name
 
-A **name** is the label you give a folder. It is plain text with no enforced format, so the convention is yours to set. Pick names that read as categories, not as one-off labels: `Internal`, `Customer-Facing`, `Ops`. Our example folder is named `Customer Deployments`. Naming is covered in [Conventions](#conventions) below.
+Choose category names such as `Internal`, `Customer-Facing`, or `Ops`. Use the same naming convention across your workspace.
 
 {/* VISUAL: a single sidebar folder row showing the expand chevron, color dot, and name "Customer Deployments". */}
 
 ### Color
 
-A **color** is a hex value assigned to a folder for visual grouping, shown as a dot next to the name. It defaults to gray (`#6B7280`) and you can change it from the folder's menu. Color is the fastest way to read the sidebar at a glance. Reserve one color per top-level category (red for production, gray for scratch work) so you can find the right branch before reading a single name. Our example is red (`#EF4444`).
+Folder colors appear as dots beside their names and default to gray (`#6B7280`). Change the color from the folder menu. Use color alongside clear names so the grouping is still understandable without color.
 
 {/* VISUAL: a short vertical stack of folders with distinct color dots: red "Production", gray "Internal", another color for "Customer-Facing", showing color as the grouping signal. */}
 
 ### Nesting
 
-A folder can sit inside another folder. The inner one is a **subfolder**, and the structure is a tree: a top-level folder has no parent, a subfolder points at the folder that contains it, and that chain can go as deep as you need. Our example, `Customer Deployments`, holds two subfolders and itself sits under a `Production` folder.
-
-Lead with shallow trees. Two or three levels (`Production` > `Customer A` > `Deployments`) stay readable. Go deeper than that and you end up scrolling the sidebar instead of scanning it.
+Nest folders when a category needs subgroups, for example `Production` → `Customer A` → `Deployments`. Keep the hierarchy shallow enough to scan.
 
 {/* VISUAL: a three-level nested tree: "Production" (red, top level) > "Customer A" (yellow) > "Deployments" (purple), each row indented one step, showing the parent-to-child chain. */}
 
@@ -60,7 +56,7 @@ Naming conventions make the structure legible to someone who did not build it. N
 
 ## One workspace or several
 
-Folders organize within a workspace. A separate workspace draws a hard boundary: resources never cross it, and access is granted per workspace. Reach for a new workspace when you need that boundary, not just tidier grouping.
+Folders organize workflows within a workspace. Use a separate workspace when the work needs its own members, settings, or resource ownership.
 
 - **Group in folders** when everything belongs to the same team and the same access rules, and you only want it easier to navigate.
 - **Split into workspaces** when a set of work needs its own members, its own integrations and secrets, or its own isolation. The classic case is one workspace per customer, where the workspace itself is the deliverable the customer owns.
diff --git a/apps/docs/content/docs/platform/permissions.mdx b/apps/docs/content/docs/platform/permissions.mdx
index 2f45f5c1a42..2c8a14342a7 100644
--- a/apps/docs/content/docs/platform/permissions.mdx
+++ b/apps/docs/content/docs/platform/permissions.mdx
@@ -205,7 +205,7 @@ Workspace credentials — OAuth connections, service accounts, and workspace env
 These roles follow your workspace role:
 
 - **Workspace Admins are automatically Credential Admins** of every shared credential in the workspace (OAuth connections, service accounts, and workspace environment variables). Because organization Owners and Admins are workspace Admins everywhere, they are Credential Admins too. These automatic roles are fixed — they show greyed out with a tooltip in the credential's member list and cannot be changed.
-- **Read and Write members are Credential Members** by default — they can use shared credentials but cannot edit, delete, or share them unless someone makes them a Credential Admin (you are always an admin of credentials you create).
+- **Read and Write members need an active credential grant** to use a shared credential. Credential Members have use access; Credential Admins can also edit, delete, and share it. You are an admin of credentials you create.
 - **Personal environment variables** are the exception: they stay private to their owner and are never shared with workspace admins.
 
 <Callout type="info">
@@ -250,9 +250,9 @@ import { FAQ } from '@/components/ui/faq'
   { question: "What happens when a member is removed from the organization?", answer: "Their workspace access is revoked and workflows they created are reassigned so deployed automations keep running. Credentials backed by their personal identity — OAuth connections and personal environment keys they own — stop working until another member reconnects them; the removal dialog names the affected credentials before you confirm. Workspaces they brought into the organization stay with the organization." },
   { question: "What happens to my shared workspaces if I cancel or downgrade my Team plan?", answer: "Existing shared workspaces remain accessible to current members, but new invitations are disabled until you upgrade back to a Team or Enterprise plan. No workspaces or members are deleted — the organization is simply dormant until billing is re-enabled." },
   { question: "Can I restrict which integrations or model providers a team member can use?", answer: "Yes, on Enterprise-entitled organizations. Any organization owner or admin can create permission groups with fine-grained controls, including restricting allowed integrations and allowed model providers to specific lists. You can also disable access to MCP tools, custom tools, skills, and various platform features like the knowledge base, API keys, or Copilot on a per-group basis. Permission groups are scoped to the organization and can govern either all workspaces or a specific subset — a user can belong to multiple groups but is governed by exactly one group in any given workspace." },
-  { question: "What happens when a personal environment variable has the same name as a workspace variable?", answer: "The workspace variable wins. When a workflow runs, the resolver checks workspace variables first and falls back to a personal variable only when no workspace variable shares that name. This keeps shared, team-managed values authoritative in production workflows." },
+  { question: "What happens when a personal environment variable has the same name as a workspace variable?", answer: "Among values the execution actor can use, the workspace variable takes precedence. An inaccessible workspace variable does not shadow an authorized personal value." },
   { question: "Can an Admin remove the workspace owner?", answer: "On a shared (organization) workspace, yes — any Admin can remove the workspace Owner, and ownership passes to the organization's owner so the workspace always has one. The organization's owner is the single account that can't be removed this way, since they're the final fallback. On your personal workspace you are the Owner and can't remove yourself. The Owner is not a higher permission tier than Admin: every Admin — including those who inherit the role from their organization — can manage members and settings and delete the workspace." },
-  { question: "Who can manage a workspace's credentials and secrets?", answer: "Workspace Admins are automatically Credential Admins of the workspace's shared credentials — OAuth connections, service accounts, and workspace environment variables — so they can use, edit, delete, and share them, and run workflows that rely on them. Organization Owners and Admins get this too because they are workspace Admins everywhere. Read and Write members get use-only access to shared credentials unless they are explicitly made a Credential Admin. Personal environment variables are never shared; they stay private to their owner." },
+  { question: "Who can manage a workspace's credentials and secrets?", answer: "Workspace Admins are automatically Credential Admins of the workspace's shared credentials — OAuth connections, service accounts, and workspace environment variables — so they can use, edit, delete, and share them, and run workflows that rely on them. Organization Owners and Admins get this too because they are workspace Admins everywhere. Read and Write members can use shared credentials when they have an active Credential Member or Credential Admin grant. Personal environment variables are never shared; they stay private to their owner." },
   { question: "What are permission groups and how do they work?", answer: "Permission groups are an Enterprise access control feature that lets organization owners and admins define granular restrictions beyond the standard Read/Write/Admin roles. The organization's default group is org-wide; every other group targets specific workspaces and, by default, governs all members of those workspaces (including external members) — add members to restrict it to specific people. A user is governed by one group per workspace: a group they're an explicit member of takes precedence over an all-members group (one with no members) on that workspace, which takes precedence over the organization's default group. A permission group can hide UI sections (like trace spans, knowledge base, API keys, or deployment options), disable features (MCP tools, custom tools, skills, invitations), and restrict which integrations and model providers its members can access. Only one group per organization can be the default; it ignores members and governs everyone not covered by a workspace group, including external members. Restrictions are enforced based on the organization that owns the workflow's workspace, not on which workspace you're currently viewing." },
   { question: "How should I set up permissions for a new team member?", answer: "Start with the lowest permission level they need. Invite them with Read workspace access if they only need visibility, Write if they need to create and run workflows, or Admin if they need to manage the workspace and its users, and leave Membership on Member. For clients, partners, and contractors, choose External so they collaborate without joining your organization or using a seat — this requires them to already be on a paid Sim plan, either their own Pro or Max subscription or another organization that seats them." },
 ]} />
diff --git a/apps/docs/content/docs/platform/self-hosting/architecture.mdx b/apps/docs/content/docs/platform/self-hosting/architecture.mdx
index 240c8a04411..7002b69976d 100644
--- a/apps/docs/content/docs/platform/self-hosting/architecture.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/architecture.mdx
@@ -52,11 +52,11 @@ This holds essentially all durable state: workflows, runs, logs, users, organiza
 
 ### redis
 
-Backs pub/sub, the Socket.IO adapter, the idempotency store, execution progress markers, distributed execution limits, and the CLI-auth approval store. The idempotency store and execution progress markers fall back to Postgres or in-process state. The CLI-auth approval store does not — CLI authentication requires Redis at any replica count. Pub/sub falls back to a **process-local** emitter, which is fine on one replica and drops every cross-pod event on more than one. See [Redis](/platform/self-hosting/redis).
+Backs pub/sub, the Socket.IO adapter, the idempotency store, execution progress markers, distributed execution limits, and the CLI-auth approval store. The idempotency store and execution progress markers fall back to Postgres or in-process state. The pairing-code approval store has no fallback, so API-key login through pairing requires Redis. OAuth login uses a separate path. Pub/sub falls back to a **process-local** emitter, which is fine on one replica and drops every cross-pod event on more than one. See [Redis](/platform/self-hosting/redis).
 
 ### cron
 
-Twenty-two scheduled jobs that call internal endpoints — schedule execution, polling triggers, webhook-subscription renewal, connector syncs, outbox processing, data drains, workspace file-search dispatch, table row TTL cleanup, inbox-entitlement reconciliation, and sandbox-image cleanup. Kubernetes runs them as CronJobs; Docker Compose runs them from a single supercronic service. Same paths, same schedules. See [Background Jobs](/platform/self-hosting/background-jobs).
+Scheduled jobs call internal endpoints — schedule execution, polling triggers, webhook-subscription renewal, connector syncs, outbox processing, data drains, workspace file-search dispatch, table row TTL cleanup, inbox-entitlement reconciliation, and sandbox-image cleanup. Kubernetes runs them as CronJobs; Docker Compose runs them from a single supercronic service. Same paths, same schedules. See [Background Jobs](/platform/self-hosting/background-jobs).
 
 ## Where state lives
 
diff --git a/apps/docs/content/docs/platform/self-hosting/background-jobs.mdx b/apps/docs/content/docs/platform/self-hosting/background-jobs.mdx
index 5b8bfc8f435..385ad1175e4 100644
--- a/apps/docs/content/docs/platform/self-hosting/background-jobs.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/background-jobs.mdx
@@ -53,6 +53,7 @@ Point cron at an **internal** address where possible (the in-cluster Service, or
 | Workspace events poll | `/api/workspace-events/poll` | `*/15 * * * *` | Workspace event triggers |
 | Table row TTL cleanup | `/api/cron/cleanup-table-row-ttl` | `*/15 * * * *` | Deletes table rows whose TTL column has expired |
 | OAuth token cleanup | `/api/cron/cleanup-oauth-tokens` | `0 * * * *` | Deletes access and refresh tokens after the retention tail |
+| SCIM reconciliation | `/api/cron/scim-reconcile` | `17 * * * *` | Re-applies directory group mappings |
 | Data drains | `/api/cron/run-data-drains` | `0 * * * *` | Enterprise data drains |
 | Renew subscriptions | `/api/cron/renew-subscriptions` | `0 */12 * * *` | Renews Microsoft Teams chat subscriptions (Graph caps them at ~3 days) |
 | Billing cycle close | `/api/cron/billing-cycle-close` | `0 */6 * * *` | Billing only — final overage collection and per-period tracker reset |
diff --git a/apps/docs/content/docs/platform/self-hosting/docker.mdx b/apps/docs/content/docs/platform/self-hosting/docker.mdx
index d78d0faf1ca..9fa470a7bb1 100644
--- a/apps/docs/content/docs/platform/self-hosting/docker.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/docker.mdx
@@ -21,6 +21,8 @@ starts published container images. Pass `--dir <path>` to choose another directo
 
 ### 1. Configure Environment
 
+For a new installation, create the configuration below. If you already ran the quick start, edit its generated `.env` and retain the existing secret values; do not overwrite them with new keys.
+
 ```bash
 cat > .env << EOF
 BETTER_AUTH_SECRET=$(openssl rand -hex 32)
@@ -100,7 +102,7 @@ For nginx, Traefik, or a cloud load balancer — and for the GKE websocket timeo
 
 ## Ollama
 
-`docker-compose.ollama.yml` is a **development** stack, not a drop-in swap for `docker-compose.prod.yml`. It builds `simstudio`, `realtime`, and `migrations` from the source checkout instead of pulling published images, and it ships neither a `redis` service nor a `cron` service. Without an external Redis, pub/sub falls back to a process-local emitter and CLI authentication stops working entirely, since its approval store has no fallback; the idempotency store and execution progress markers do fall back to Postgres. And with no cron service, every [background job](/platform/self-hosting/background-jobs) is missing. For production with local models, keep `docker-compose.prod.yml` and point `OLLAMA_URL` at an Ollama instance, as under [External Ollama](#external-ollama) below.
+`docker-compose.ollama.yml` is a **development** stack, not a drop-in swap for `docker-compose.prod.yml`. It builds `simstudio`, `realtime`, and `migrations` from the source checkout instead of pulling published images, and it ships neither a `redis` service nor a `cron` service. Without an external Redis, pub/sub falls back to a process-local emitter and API-key login through the CLI pairing-code flow fails, since that approval store has no fallback; the idempotency store and execution progress markers do fall back to Postgres. And with no cron service, every [background job](/platform/self-hosting/background-jobs) is missing. For production with local models, keep `docker-compose.prod.yml` and point `OLLAMA_URL` at an Ollama instance, as under [External Ollama](#external-ollama) below.
 
 Always pass a server profile alongside `setup`. With `--profile setup` on its own no Ollama server starts and `model-setup` waits forever.
 
diff --git a/apps/docs/content/docs/platform/self-hosting/environment-variables.mdx b/apps/docs/content/docs/platform/self-hosting/environment-variables.mdx
index d424021946b..f97b6f246df 100644
--- a/apps/docs/content/docs/platform/self-hosting/environment-variables.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/environment-variables.mdx
@@ -126,7 +126,7 @@ Google, GitHub, and Microsoft sign-in, their callback URLs, and the `DISABLE_*_A
 ## Integration Credentials
 
 <Callout type="warn">
-  Integrations do not work on a self-hosted deployment until you register your own OAuth app with each service and set its `*_CLIENT_ID` / `*_CLIENT_SECRET`. There are around 27 of them covering 50 connectors. The full table, redirect-URI format, and setup steps are in [Integrations & OAuth](/platform/self-hosting/integrations-oauth).
+  OAuth integrations require a provider application and its credentials on a self-hosted deployment. API-key integrations use the keys supplied in their blocks. The full table, redirect-URI format, and setup steps are in [Integrations & OAuth](/platform/self-hosting/integrations-oauth).
 </Callout>
 
 ## Access Control
@@ -159,10 +159,10 @@ Without a remote provider, user code runs in an in-process V8 isolate inside the
 | `API_MAX_JSON_BODY_BYTES` | 50 MB | Max JSON body on contract-validated API routes |
 | `CHAT_MAX_REQUEST_BYTES` | 220 MB | Max body on the public deployed-chat endpoint |
 | `WEBHOOK_MAX_REQUEST_BYTES` | 10 MB | Max body on public webhook receiver endpoints |
-| `WORKFLOW_EXECUTION_CONCURRENCY_LIMIT` | `75` | Workflow executions in parallel |
-| `WEBHOOK_EXECUTION_CONCURRENCY_LIMIT` | `75` | Webhook-triggered executions in parallel |
-| `SCHEDULE_EXECUTION_CONCURRENCY_LIMIT` | `30` | Scheduled executions in parallel |
-| `RESUME_EXECUTION_CONCURRENCY_LIMIT` | `50` | Resumed executions in parallel |
+| `WORKFLOW_EXECUTION_CONCURRENCY_LIMIT` | `75` | Trigger.dev workflow task concurrency |
+| `WEBHOOK_EXECUTION_CONCURRENCY_LIMIT` | `75` | Trigger.dev webhook task concurrency |
+| `SCHEDULE_EXECUTION_CONCURRENCY_LIMIT` | `30` | Scheduled executions per app instance |
+| `RESUME_EXECUTION_CONCURRENCY_LIMIT` | `50` | Trigger.dev resume task concurrency |
 | `EGRESS_ALLOWED_HOSTS` | unset | Comma-separated hostnames outbound requests may reach on a private network. Leading wildcard allowed, e.g. `host.docker.internal,*.svc.cluster.local`. Not honored for URLs harvested from content or a third-party response, nor for an HTTP block's `proxyUrl` |
 | `EGRESS_ALLOWED_IP_RANGES` | unset | Comma-separated CIDRs or IPs outbound requests may reach on a private network, e.g. `10.0.0.0/8`. Same exclusions |
 | `ALLOW_PRIVATE_DATABASE_HOSTS` | unset | **Deprecated.** Vouches for the entire private address space, for database, cache, and mail connector hosts only. Replace it with the two settings above naming specific destinations |
diff --git a/apps/docs/content/docs/platform/self-hosting/index.mdx b/apps/docs/content/docs/platform/self-hosting/index.mdx
index 4b6db96ecd2..82b013706f9 100644
--- a/apps/docs/content/docs/platform/self-hosting/index.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/index.mdx
@@ -68,7 +68,7 @@ Docker Compose and Kubernetes run the same application; what differs is the oper
 | Capability | Docker Compose | Kubernetes (Helm) |
 |---|---|---|
 | App, realtime, migrations, Postgres, Redis | Yes | Yes |
-| Scheduled workflows and polling triggers | Yes — `cron` service | Yes — 23 CronJobs |
+| Scheduled workflows and polling triggers | Yes — `cron` service | Yes — CronJobs |
 | Horizontal scaling / HA | No (single node) | Yes (`replicaCount`, HPA, PDB) |
 | Managed secrets (Vault, ESO, cloud KMS) | Manual `.env` | Yes |
 | Network policy, Pod Security Standards | Host-level only | Yes |
@@ -80,7 +80,7 @@ The remaining differences are inherent to the platform — Compose has no analog
 
 <Cards>
   <Card title="Integrations & OAuth" href="/platform/self-hosting/integrations-oauth">
-    Required before any integration works — start here
+    Configure OAuth applications for the services you use
   </Card>
   <Card title="Object Storage" href="/platform/self-hosting/object-storage">
     Required before storing anything you care about
@@ -112,5 +112,5 @@ Sim is self-contained for the core editor and execution engine. A few features r
 | **Knowledge bases** | An OpenAI, Azure OpenAI, or Gemini API key, or an Ollama server | Embeddings are generated by the model named in `KB_EMBEDDING_MODEL` (`text-embedding-3-small` by default). Set it to `ollama/<model>` with `OLLAMA_URL` to embed locally instead. `EMBEDDING_OUTPUT_DIMS` sets the vector width. |
 | **Agent blocks** | An API key for at least one model provider | Or a self-hosted OpenAI-compatible endpoint: Ollama, vLLM, LM Studio, or LiteLLM. |
 | **Chat module** | `COPILOT_API_KEY` from sim.ai | Set `NEXT_PUBLIC_CHAT_DISABLED=true` to hide the module instead. |
-| **Integrations** | Your own OAuth app per service | See [Integrations & OAuth](/platform/self-hosting/integrations-oauth). |
+| **OAuth integrations** | Your own OAuth app per service | See [Integrations & OAuth](/platform/self-hosting/integrations-oauth). |
 | **Remote Function / Pi execution** | Optional E2B or Daytona key, plus a Function base image | Plain JavaScript — no `import` or `require` — runs in the in-process isolated VM with nothing configured. Everything else needs both a provider key and an immutable Function base image: Python, Shell, imported JavaScript, custom Function Sandboxes, and any block that selects a sandbox or references a file path. Pi uses a separate image again, pinned with `E2B_PI_TEMPLATE_ID` or `DAYTONA_PI_SNAPSHOT_ID`. See [Sandboxes](/platform/self-hosting/sandboxes). |
diff --git a/apps/docs/content/docs/platform/self-hosting/integrations-oauth.mdx b/apps/docs/content/docs/platform/self-hosting/integrations-oauth.mdx
index d8a11cc0e2a..6842f52e618 100644
--- a/apps/docs/content/docs/platform/self-hosting/integrations-oauth.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/integrations-oauth.mdx
@@ -8,7 +8,7 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { FAQ } from '@/components/ui/faq'
 
 <Callout type="warn">
-  **On a self-hosted deployment, integrations do not work until you register your own OAuth application with each service.** Sim's hosted platform ships credentials for every integration; a self-hosted instance ships none. Users will see the connector in the UI, click "Connect", and get an error from the provider until the corresponding `*_CLIENT_ID` and `*_CLIENT_SECRET` are set.
+  **OAuth integrations need your own provider application on a self-hosted deployment.** Configure the OAuth services your team uses; API-key integrations can instead use keys supplied in their blocks. Users will see the connector in the UI, click "Connect", and get an error from the provider until the corresponding `*_CLIENT_ID` and `*_CLIENT_SECRET` are set.
 </Callout>
 
 You only need to register the services your team actually uses. One OAuth app covers every Sim connector that shares its credential — a single Google app serves Gmail, Drive, Sheets, Calendar, Docs, Forms, BigQuery, and more.
@@ -213,7 +213,7 @@ When enabling the native Sim Slack trigger, configure all three variables togeth
 Your deployment must also be reachable from the provider's servers for webhook triggers to fire — a Sim instance on a private network can use polling triggers but not webhook triggers. Polling triggers additionally require the scheduler; see [Background Jobs](/platform/self-hosting/background-jobs).
 
 <FAQ items={[
-  { question: "Do I have to register an OAuth app for every integration?", answer: "Only for the integrations your team uses. Nothing breaks if a provider's credentials are unset — that connector simply cannot be connected. One Google app covers 15 connectors and one Microsoft app covers 9, so most deployments need only a handful of registrations."},
+  { question: "Do I have to register an OAuth app for every integration?", answer: "Only for OAuth integrations your team uses. API-key integrations do not require an OAuth application. If an OAuth provider's credentials are unset, its connector cannot be connected. One Google app covers 15 connectors and one Microsoft app covers 9, so most deployments need only a handful of registrations."},
   { question: "Users get a redirect_uri_mismatch error. What is wrong?", answer: "Almost always NEXT_PUBLIC_APP_URL does not match the URI registered with the provider. Check for http vs https, a trailing slash, an apex-vs-www difference, or a port. The URI Sim sends is built from NEXT_PUBLIC_APP_URL at request time."},
   { question: "Can I use the same OAuth app for staging and production?", answer: "Yes, if the provider allows multiple redirect URIs on one app — register both hosts. Providers that allow only one URI need a separate app per environment."},
   { question: "Why does the Instagram integration need cloud storage?", answer: "Meta fetches media from a public HTTPS URL rather than accepting an upload, so published files must live in S3, Azure Blob, or GCS. Local-disk storage cannot serve them. Gmail attachments and other integrations do not have this constraint." },
diff --git a/apps/docs/content/docs/platform/self-hosting/kubernetes.mdx b/apps/docs/content/docs/platform/self-hosting/kubernetes.mdx
index d52e3467b89..7d2953476c8 100644
--- a/apps/docs/content/docs/platform/self-hosting/kubernetes.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/kubernetes.mdx
@@ -185,7 +185,7 @@ See `helm/sim/values.yaml` for all options, and the chart's [README](https://git
 
 ## Background jobs
 
-The chart deploys 23 CronJobs by default, driving scheduled workflows, polling triggers, connector syncs, OAuth token cleanup, data drains, and outbox processing. They require `CRON_SECRET`; set `cronjobs.enabled=false` to deploy none.
+The chart deploys CronJobs by default, driving scheduled workflows, polling triggers, connector syncs, OAuth token cleanup, data drains, and outbox processing. They require `CRON_SECRET`; set `cronjobs.enabled=false` to deploy none.
 
 ```bash
 kubectl get cronjobs -n simstudio
diff --git a/apps/docs/content/docs/platform/self-hosting/meta.json b/apps/docs/content/docs/platform/self-hosting/meta.json
index 5d6c37c8b7f..856966682e4 100644
--- a/apps/docs/content/docs/platform/self-hosting/meta.json
+++ b/apps/docs/content/docs/platform/self-hosting/meta.json
@@ -1,7 +1,6 @@
 {
   "title": "Self-Hosting",
   "pages": [
-    "index",
     "architecture",
     "---Install---",
     "reference-architectures",
diff --git a/apps/docs/content/docs/platform/self-hosting/object-storage.mdx b/apps/docs/content/docs/platform/self-hosting/object-storage.mdx
index d4ba5189b80..216b377af23 100644
--- a/apps/docs/content/docs/platform/self-hosting/object-storage.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/object-storage.mdx
@@ -191,7 +191,7 @@ Add the storage variables to the `.env` file used by `docker-compose.prod.yml`,
 docker compose -f docker-compose.prod.yml up -d
 ```
 
-Because files now live in S3, nothing depends on the container's `/app/apps/sim/uploads` directory any more.
+New uploads now use S3. Preserve any existing local files until you have migrated them; changing the storage configuration does not copy their bytes.
 
   </Tab>
   <Tab value="Kubernetes (Helm)">
@@ -242,8 +242,7 @@ AZURE_STORAGE_WORKSPACE_LOGOS_CONTAINER_NAME=workspace-logos
 Direct browser uploads require a Blob service CORS rule on the storage account. Allow your exact
 Sim origin, `GET` and `PUT`, the `Content-Type` header, and the `x-ms-*` prefix used by signed blob
 and metadata headers. Small-file uploads also send `If-None-Match`; the signature itself is
-create-only, so a signed URL cannot overwrite an existing final object. Multipart uploads also read
-`ETag` from the browser response:
+create-only, so a signed URL cannot overwrite an existing final object. Multipart completion verifies uploaded parts on the server:
 
 ```bash
 az storage cors add \
@@ -326,7 +325,7 @@ done
 ```
 
 <Callout type="info">
-  Header names must be listed individually — GCS CORS matches `responseHeader` entries exactly and does not support wildcards like `x-goog-meta-*`. `ETag` is required because large-file multipart uploads read each part's `ETag` from the browser, and CORS hides the header otherwise. `x-goog-if-generation-match` is required by Sim's create-only signed uploads, which prevent a reused upload URL from replacing existing bytes.
+  Header names must be listed individually — GCS CORS matches `responseHeader` entries exactly and does not support wildcards like `x-goog-meta-*`. The example exposes `ETag`, although the current upload-session client does not need it: multipart completion reads provider-authoritative part state on the server. `x-goog-if-generation-match` is required by Sim's create-only signed uploads, which prevent a reused upload URL from replacing existing bytes.
 </Callout>
 
 </Step>
diff --git a/apps/docs/content/docs/platform/self-hosting/observability.mdx b/apps/docs/content/docs/platform/self-hosting/observability.mdx
index 04a496f27ad..0efa9db0588 100644
--- a/apps/docs/content/docs/platform/self-hosting/observability.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/observability.mdx
@@ -45,7 +45,7 @@ app:
 Both services log structured JSON to stdout. Collect them with whatever you already run — Fluent Bit, Vector, Datadog Agent, Loki.
 
 <Callout type="warn">
-  In production builds the logger defaults to `ERROR`, and the Helm chart does not set `LOG_LEVEL` for the app or realtime. Until you raise it, the only thing in the logs is errors — which is why a healthy-looking deployment can appear to log nothing at all. Set `LOG_LEVEL: "info"` while commissioning a deployment or debugging.
+  In production builds the logger defaults to `ERROR`, and the Helm chart does not set `LOG_LEVEL` for the app or realtime. Until you raise it, the only thing in the logs is errors — which is why a healthy-looking deployment can appear to log nothing at all. Set `LOG_LEVEL: "INFO"` while commissioning a deployment or debugging.
 </Callout>
 
 ```bash
@@ -176,7 +176,7 @@ Sim's hosted-key metrics recorder arms itself whenever `AWS_ACCESS_KEY_ID` is pr
 | Alert | Why it matters |
 |---|---|
 | App pod restart loop / OOMKilled | Memory is the constraining resource; OOMKills mean executions are dying mid-run |
-| A CronJob has not succeeded within ~3× its own schedule interval | Scheduled workflows and polling triggers are silently dead. Threshold per job — the per-minute jobs justify ~15 minutes; the hourly, twice-daily, and daily jobs need proportionally longer windows |
+| A CronJob has not succeeded within its expected interval plus a chosen grace period | Scheduled workflows and polling triggers may have stopped. Choose a threshold for each job based on its schedule and expected runtime |
 | Ingress 5xx rate above baseline | Broad user impact |
 | Postgres connections above 80% of `max_connections` | Next replica or traffic spike will start failing |
 | Postgres disk above 80% | Knowledge base embeddings grow steadily |
diff --git a/apps/docs/content/docs/platform/self-hosting/redis.mdx b/apps/docs/content/docs/platform/self-hosting/redis.mdx
index 45170c0511f..f8739ec3d1e 100644
--- a/apps/docs/content/docs/platform/self-hosting/redis.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/redis.mdx
@@ -17,7 +17,7 @@ Sim uses Redis as a message bus and shared cache. Both deployments ship it by de
 | Idempotency store | Falls back to PostgreSQL |
 | Execution progress markers | Falls back to PostgreSQL |
 | Distributed execution limits | Enforced per-pod instead of per-deployment |
-| CLI auth approval store | **No fallback** — CLI authentication requires Redis regardless of replica count |
+| CLI pairing-code approval store | **No fallback** — API-key login through pairing requires Redis regardless of replica count; OAuth login uses a separate path |
 | Collaborative document store (realtime) | Falls back to in-process state |
 
 <Callout type="error">
diff --git a/apps/docs/content/docs/platform/self-hosting/security.mdx b/apps/docs/content/docs/platform/self-hosting/security.mdx
index eab3843b548..1bd8b0fb7a4 100644
--- a/apps/docs/content/docs/platform/self-hosting/security.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/security.mdx
@@ -286,21 +286,21 @@ The service bundles ~2.2 GB of spaCy models, so first start takes around three m
 
 ## Pre-launch checklist
 
-- [ ] All five secrets generated fresh, stored in a secret manager, and **`ENCRYPTION_KEY` backed up separately**
-- [ ] `BETTER_AUTH_SECRET` identical on app and realtime
-- [ ] Images pinned to an explicit tag or digest on app, realtime, and migrations
-- [ ] TLS terminating at the ingress; HTTP redirected or disabled
-- [ ] `NEXT_PUBLIC_APP_URL` and `BETTER_AUTH_URL` set to the real public origin
-- [ ] `AUTH_TRUSTED_PROXIES` set if behind a load balancer
-- [ ] Signup restricted (`DISABLE_REGISTRATION` or `ALLOWED_LOGIN_DOMAINS`)
-- [ ] `DISABLE_AUTH` **not** set
-- [ ] NetworkPolicy enabled and `ingressFrom` scoped to the ingress controller
-- [ ] Namespace labelled `pod-security.kubernetes.io/enforce=restricted`
-- [ ] Object storage buckets private, with CORS limited to your Sim origin
-- [ ] Database reachable only from the deployment — on Compose, the `db` service's host `ports:` mapping removed or bound to `127.0.0.1` — with a generated `POSTGRES_PASSWORD`
-- [ ] TLS enforced (`sslMode: require`) on an externally managed database, or on the bundled one once you have configured it for TLS — the shipped Compose database does not enable it
-- [ ] Backups configured **and a restore rehearsed**
-- [ ] Sandbox strategy decided for user code
+- All five secrets generated fresh, stored in a secret manager, and **`ENCRYPTION_KEY` backed up separately**
+- `BETTER_AUTH_SECRET` identical on app and realtime
+- Images pinned to an explicit tag or digest on app, realtime, and migrations
+- TLS terminating at the ingress; HTTP redirected or disabled
+- `NEXT_PUBLIC_APP_URL` and `BETTER_AUTH_URL` set to the real public origin
+- `AUTH_TRUSTED_PROXIES` set if behind a load balancer
+- Signup restricted (`DISABLE_REGISTRATION` or `ALLOWED_LOGIN_DOMAINS`)
+- `DISABLE_AUTH` **not** set
+- NetworkPolicy enabled and `ingressFrom` scoped to the ingress controller
+- Namespace labelled `pod-security.kubernetes.io/enforce=restricted`
+- Object storage buckets private, with CORS limited to your Sim origin
+- Database reachable only from the deployment — on Compose, the `db` service's host `ports:` mapping removed or bound to `127.0.0.1` — with a generated `POSTGRES_PASSWORD`
+- TLS enforced (`sslMode: require`) on an externally managed database, or on the bundled one once you have configured it for TLS — the shipped Compose database does not enable it
+- Backups configured **and a restore rehearsed**
+- Sandbox strategy decided for user code
 
 <FAQ items={[
   { question: "Can I rotate ENCRYPTION_KEY?", answer: "Not without re-encrypting everything it protects. Changing it makes workspace environment variables, stored provider API keys, MCP OAuth credentials, and deployment secrets permanently unreadable. Treat it as a permanent, backed-up value rather than a rotating secret."},
diff --git a/apps/docs/content/docs/platform/self-hosting/upgrades.mdx b/apps/docs/content/docs/platform/self-hosting/upgrades.mdx
index b5fde599612..23a59933898 100644
--- a/apps/docs/content/docs/platform/self-hosting/upgrades.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/upgrades.mdx
@@ -292,9 +292,9 @@ docker compose -f docker-compose.ollama.yml --profile "$PROFILE" up -d --build
 
 **Rollback after a schema change** requires restoring the database to the pre-upgrade backup, because migrations are forward-only:
 
-1. Scale the app to zero.
+1. Stop traffic and all processes that can write to the database, including the app, realtime service, scheduled jobs, and any background workers.
 2. Restore the pre-upgrade database snapshot.
-3. Redeploy the previous image tag on all three images.
+3. Redeploy the previous image tag on the app, realtime, and migrations services, then resume the matching background workers and scheduler.
 4. Verify.
 
 This loses everything written since the snapshot. It is why the pre-upgrade backup and a staging rehearsal matter more here than in most systems.
diff --git a/apps/docs/content/docs/platform/self-hosting/verify.mdx b/apps/docs/content/docs/platform/self-hosting/verify.mdx
index f902981ac2e..254e18dc334 100644
--- a/apps/docs/content/docs/platform/self-hosting/verify.mdx
+++ b/apps/docs/content/docs/platform/self-hosting/verify.mdx
@@ -1,11 +1,11 @@
 ---
 title: Verify Your Install
-description: A smoke test that exercises every subsystem in about ten minutes
+description: Smoke-test the app, authentication, workflows, storage, and scheduled jobs
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
 
-Run this after a first install, after an upgrade, and after a restore. Each step exercises a different subsystem, so a failure tells you exactly where to look.
+Run this after a first install, an upgrade, or a restore. These checks cover the core deployment; also verify any optional features you enabled, such as SSO, SCIM, data drains, and remote sandboxes.
 
 ## `sim-setup doctor`
 
diff --git a/apps/docs/content/docs/platform/workspaces.mdx b/apps/docs/content/docs/platform/workspaces.mdx
index 614c87b1094..418d63c6e5e 100644
--- a/apps/docs/content/docs/platform/workspaces.mdx
+++ b/apps/docs/content/docs/platform/workspaces.mdx
@@ -6,9 +6,7 @@ description: A workspace holds your workflows and resources and decides who can
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Card, Cards } from 'fumadocs-ui/components/card'
 
-A **workspace** holds one set of AI systems: the workflows you build and the resources they use — tables, files, knowledge bases, integrations, and secrets. It also decides who sees them. Every resource belongs to exactly one workspace, and only that workspace's members can access it. A workflow in one workspace cannot read a table in another.
-
-Think of a workspace as a project folder for AI systems. Open it and everything one team needs is in one place: the procedures, the data, the connected accounts, the run history, and the settings.
+A **workspace** groups workflows and the resources they use, including tables, files, knowledge bases, integrations, and secrets. Workspace roles control access, with additional permissions for resources such as credentials. Deployments and explicit sharing can expose selected resources outside the workspace.
 
 {/* VISUAL: nesting diagram. Outer ring: user or organization. Middle ring: workspace. Inside: workflows, tables, files, knowledge bases, integrations, secrets. Members with permission levels attached at the workspace ring. */}
 
@@ -54,9 +52,9 @@ A **log** is the execution trace of one workflow run: the trigger, the blocks th
 
 Everything is scoped to the workspace, so access, settings, and isolation work the same way:
 
-- **Access.** Membership is per workspace. A member sees every resource in it, at the level their permission allows.
+- **Access.** Workspace roles determine what members can do. Credential grants and permission groups can restrict particular resources or features.
 - **Settings.** Each workspace has its own configuration: integrations, secrets, access control, API keys, and more. The Settings page lists the full menu.
-- **Isolation.** Resources never span workspaces. To reuse a workflow elsewhere, move or copy it into that workspace.
+- **Ownership.** Workflows, tables, files, and knowledge bases belong to a workspace. To edit a workflow in another workspace, move or copy it there; deployments and sharing determine how others can use it.
 
 Members join with one of three **permission levels**: **Read**, **Write**, or **Admin** (the creator is **Owner**). Read can view, Write can build and run, Admin can also manage members and settings. See [Roles and permissions](/platform/permissions) for the full breakdown.
 
diff --git a/apps/docs/content/docs/quick-reference/index.mdx b/apps/docs/content/docs/quick-reference/index.mdx
index add874a7ba0..3f2d87cd7db 100644
--- a/apps/docs/content/docs/quick-reference/index.mdx
+++ b/apps/docs/content/docs/quick-reference/index.mdx
@@ -84,7 +84,7 @@ A quick lookup for everyday actions in the Sim workflow editor. For keyboard sho
     <tr>
       <td>Open in new tab</td>
       <td>Right-click workflow → **Open in New Tab**</td>
-      <td rowSpan={6}><ActionImage src="/static/quick-reference/workflow-context-menu.png" alt="Workflow context menu" /></td>
+      <td rowSpan={5}><ActionImage src="/static/quick-reference/workflow-context-menu.png" alt="Workflow context menu" /></td>
     </tr>
     <tr>
       <td>Rename a workflow</td>
@@ -228,7 +228,7 @@ A quick lookup for everyday actions in the Sim workflow editor. For keyboard sho
   <tbody>
     <tr>
       <td>Search toolbar</td>
-      <td>`Mod+F`</td>
+      <td>`Mod+Alt+F`</td>
       <td><ActionVideo src="quick-reference/search-toolbar.mp4" alt="Search toolbar" /></td>
     </tr>
     <tr>
@@ -378,7 +378,7 @@ A quick lookup for everyday actions in the Sim workflow editor. For keyboard sho
     </tr>
     <tr>
       <td>Reference a workflow variable</td>
-      <td>Use `<blockName.itemName>` syntax in block inputs</td>
+      <td>Use `<variable.name>` syntax in block inputs</td>
       <td><ActionImage src="/static/quick-reference/variable-reference.png" alt="Reference workflow variable" /></td>
     </tr>
     <tr>
@@ -388,4 +388,3 @@ A quick lookup for everyday actions in the Sim workflow editor. For keyboard sho
     </tr>
   </tbody>
 </table>
-
diff --git a/apps/docs/content/docs/search/connect-your-account.mdx b/apps/docs/content/docs/search/connect-your-account.mdx
index aaadf503cad..b9c40c28fd4 100644
--- a/apps/docs/content/docs/search/connect-your-account.mdx
+++ b/apps/docs/content/docs/search/connect-your-account.mdx
@@ -12,23 +12,25 @@ Your admin approves the provider and can configure shared source filters. You co
 <Steps>
 <Step>
 
-### Join your organization
+## Join your organization
 
 Accept your Sim organization invitation or sign in through your organization's SSO. Use a verified Sim email that matches your account at the source. Organization Search does not require workspace access.
 
 </Step>
 <Step>
 
-### Open Integrations
+## Open Integrations
 
 Open **Integrations**, find the provider or source, and select **Connect account**. Your first connection may ask for required source settings, such as repository or project names. If the provider is missing, ask an organization admin to approve it.
 
 <Image src="/static/search/connect-account.png" alt="Google Drive source row with Connect account" width={1280} height={720} />
 
+*Workspace Search is shown here. Organization sources are managed in Settings → Integrations.*
+
 </Step>
 <Step>
 
-### Authorize your account
+## Authorize your account
 
 In the new tab, select **Connect** and complete the provider's authorization. Choose the account associated with your verified Sim email. The provider may require your organization's SSO or app approval.
 
@@ -37,7 +39,7 @@ Return to Integrations when the connection completes. If the popup was blocked o
 </Step>
 <Step>
 
-### Start searching
+## Start searching
 
 The source row shows indexing status and how many documents are available to you. Open **Search** in the organization sidebar and search for something you can already open in the source. Use **Home** to ask the assistant about your connected documents. The first sync may take time, especially for large accounts.
 
diff --git a/apps/docs/content/docs/search/index.mdx b/apps/docs/content/docs/search/index.mdx
index a03d0366433..e1ba3bd807b 100644
--- a/apps/docs/content/docs/search/index.mdx
+++ b/apps/docs/content/docs/search/index.mdx
@@ -41,6 +41,8 @@ In **Integrations**, select **Connect account** if prompted—even if you create
 
 <Image src="/static/search/add-source.jpg" alt="Sim Search source catalog with Set up actions" width={1280} height={720} />
 
+*Workspace Search is shown here. Organization sources are managed in Settings → Integrations.*
+
 Source availability depends on the deployment and organization policy. An unavailable source needs operator configuration before setup can continue.
 
 ## Choose the right connection method
diff --git a/apps/docs/content/docs/search/meta.json b/apps/docs/content/docs/search/meta.json
index 8572aa0c75d..f3f4dffbd2c 100644
--- a/apps/docs/content/docs/search/meta.json
+++ b/apps/docs/content/docs/search/meta.json
@@ -1,7 +1,6 @@
 {
   "title": "Search",
   "pages": [
-    "index",
     "connect-your-account",
     "confluence",
     "github",
diff --git a/apps/docs/content/docs/tables/index.mdx b/apps/docs/content/docs/tables/index.mdx
index e44ca483464..c97fc25b19b 100644
--- a/apps/docs/content/docs/tables/index.mdx
+++ b/apps/docs/content/docs/tables/index.mdx
@@ -1,5 +1,5 @@
 ---
-title: Overview
+title: Tables
 description: A grid of typed columns and rows in your workspace, for data your workflows read and write.
 ---
 
@@ -48,11 +48,8 @@ A [Table block](/tables/using-in-workflows) reads and writes rows from inside a
 </Cards>
 
 <FAQ items={[
-  { question: "Is there a row limit per table?", answer: "Tables are built for working datasets. For very large ones (100k+ rows), paginate your API reads or split the data across multiple tables." },
-  { question: "Can I import data from a spreadsheet?", answer: "Yes. Copy rows from any spreadsheet and paste them straight into the table; the values are validated against the column types." },
+  { question: "Is there a row limit per table?", answer: "Yes. Row and table counts depend on the plan and deployment configuration. By default, a row may contain up to 400 KB of data and a table up to 1,000 columns. Use pagination for large reads; query responses have a 5 MB row-data budget." },
   { question: "Do tables support formulas?", answer: "No. Tables store raw data. Use workflow logic (a Function or Agent block) to compute values and write them back." },
   { question: "Can multiple workflows write to the same table?", answer: "Yes. Writes are atomic at the row level, so multiple workflows can write to the same table at once." },
-  { question: "How do I reference a table from a workflow?", answer: "Use the Table block: select the table, choose an operation (query, insert, update), and configure the fields." },
-  { question: "Are tables shared across workspace members?", answer: "Yes. Tables are workspace-scoped and available to all members with the right permissions." },
   { question: "Can I undo changes?", answer: "In the table editor, Cmd/Ctrl+Z undoes recent cell edits, row insertions, and row deletions. Changes made through the API are not part of the editor's undo history." },
 ]} />
diff --git a/apps/docs/content/docs/tables/meta.json b/apps/docs/content/docs/tables/meta.json
index 131a5d4ad59..85be0e4597f 100644
--- a/apps/docs/content/docs/tables/meta.json
+++ b/apps/docs/content/docs/tables/meta.json
@@ -1,4 +1,4 @@
 {
   "title": "Tables",
-  "pages": ["index", "using-in-workflows", "workflow-columns"]
+  "pages": ["using-in-workflows", "workflow-columns"]
 }
diff --git a/apps/docs/content/docs/tables/using-in-workflows.mdx b/apps/docs/content/docs/tables/using-in-workflows.mdx
index 1c9fe27fbb1..1b9d01b54eb 100644
--- a/apps/docs/content/docs/tables/using-in-workflows.mdx
+++ b/apps/docs/content/docs/tables/using-in-workflows.mdx
@@ -4,16 +4,15 @@ description: How a workflow reads, writes, and updates table rows with the Table
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
-import { WorkflowPreview, OutputBundle, TABLE_ENRICH_WORKFLOW, TABLE_ROUNDTRIP_WORKFLOW } from '@/components/workflow-preview'
+import { WorkflowPreview, OutputBundle, TABLE_ENRICH_WORKFLOW } from '@/components/workflow-preview'
 
 A [table](/tables) is a resource: structured rows your workflows read and write. A [Table block](/integrations/table) is the step that does the reading and writing inside a workflow. You pick an operation on the block (query rows, insert a row, update rows), point it at a table, and its result is remembered under the block's name for later blocks to use.
 
 A workflow uses whichever Table operations its task needs. It might read rows to work on, write rows produced elsewhere, update rows in place, or just look something up mid-run. This page covers the operations and shows a few ways to combine them.
 
-Throughout this page the running example is a `leads` table with columns `company`, `email`, `description`, and `status`. The goal is to find unprocessed leads, have an Agent classify each one, and write the category back.
+Throughout this page the running example is a `leads` table with columns `company`, `email`, `description`, `status`, `category`, and `score`. The goal is to find unprocessed leads, have an Agent classify each one, and write the category back.
 
-<WorkflowPreview workflow={TABLE_ENRICH_WORKFLOW} height={180} />
+<WorkflowPreview workflow={TABLE_ENRICH_WORKFLOW} height={300} />
 
 ## The Table block
 
@@ -110,7 +109,7 @@ To change an existing row you either name it or filter for it.
 
 **Update Row by ID** modifies one row. It takes a `Row ID`, often `<table1.rows[0].id>` from an earlier query, and **Row Data** with only the fields you want to change. Unlisted fields stay as they were.
 
-**Update Rows by Filter** changes every row that matches a filter, which is the right tool when you don't know the IDs. In our example, after the Agent classifies leads, the workflow sets `status` to `qualified` on all rows where `status` is `unprocessed`. The output reports `updatedCount` and the list of `updatedRowIds`.
+**Update Rows by Filter** applies the same update to every matching row. Use it for a bulk change, such as marking a selected batch for review. For a different classification per lead, iterate over the queried rows and use **Update Row by ID** for each result. The filter operation reports `updatedCount` and `updatedRowIds`.
 
 {/* VISUAL: before/after of the leads table. Left shows rows with status "unprocessed" and an empty category column; right shows the same rows with category filled in and status "qualified". */}
 
@@ -121,12 +120,12 @@ To change an existing row you either name it or filter for it.
 One way to combine the operations is to query rows, process them, and write the results back. Here, the workflow classifies unprocessed leads:
 
 1. **Table (Query Rows)** reads `leads` where `status` is `unprocessed`.
-2. **Agent** reads a row's fields, classifies it, and returns a [structured output](/workflows/blocks/agent) like `{ category: "enterprise", score: 0.9 }`.
-3. **Table (Update Rows by Filter)** writes the category back and flips `status` to `qualified`.
+2. Add a **For Each** [Loop](/workflows/blocks/loop) over the returned `rows` array.
+3. Inside the loop, an **Agent** reads the current row and returns a [structured output](/workflows/blocks/agent), such as `{ category: "enterprise", score: 0.9 }`.
+4. **Table (Update Row by ID)** uses the current row's ID to write that result and update its status.
 
 After the run, the table holds the enriched rows. The next run queries them again, and the `status` column keeps the workflow from reprocessing what it already handled. So the table serves as both the queue the workflow pulls from and the record of what it has already done.
 
-<WorkflowPreview workflow={TABLE_ROUNDTRIP_WORKFLOW} height={200} />
 
 ## Variations
 
@@ -139,12 +138,3 @@ After the run, the table holds the enriched rows. The next run queries them agai
 ## Inspecting reads and writes
 
 Every Table block's input and output is recorded in [logs](/logs-debugging). For a Query block, the log shows the filter and order it sent and the rows it received. For an Update or Insert, it shows the row data written and the count affected. When a write does nothing or a query comes back empty, the log is where you check the filter and the data shape before looking anywhere else.
-
-## Next
-
-<Cards>
-  <Card title="Table block reference" href="/integrations/table" description="Every operation, field, and filter operator in full." />
-  <Card title="Tables overview" href="/tables" description="Columns, types, and limits of a table." />
-  <Card title="Workflow columns & active tables" href="/tables/workflow-columns" description="Run a workflow automatically against a table's rows." />
-  <Card title="How blocks pass data" href="/workflows/data-flow" description="Reading earlier outputs by reference." />
-</Cards>
diff --git a/apps/docs/content/docs/tables/workflow-columns.mdx b/apps/docs/content/docs/tables/workflow-columns.mdx
index f2cc0766c07..daf9f76e629 100644
--- a/apps/docs/content/docs/tables/workflow-columns.mdx
+++ b/apps/docs/content/docs/tables/workflow-columns.mdx
@@ -4,7 +4,6 @@ description: A column backed by a workflow that runs once per row, reading chose
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Image } from '@/components/ui/image'
 
 A [table](/tables) is a grid of typed columns. Usually you type a column's values in. A **workflow column** is different: its values come from a [workflow](/workflows) that runs once per row. For each row, the workflow reads the columns you choose as input, runs its blocks, and writes its results back into columns on that same row.
@@ -47,7 +46,7 @@ The unit you configure is a **group**: something that runs once per row, fed by
 
 ### Enrichments
 
-An **enrichment** is a built-in lookup that Sim provides and maintains — browse the **Enrichments** panel for what's available. Pick one, bind its inputs to columns, and name the columns its outputs should fill; there's no workflow to build. Under the hood an enrichment tries a cascade of data providers in order, which is why a cell can come back **Not found**: every provider ran and none had the answer.
+An **enrichment** is a built-in lookup that Sim provides and maintains — browse the **Enrichments** panel for what's available. Pick one, bind its inputs to columns, and name the columns its outputs should fill; there's no workflow to build. Under the hood an enrichment tries a cascade of data providers in order, which is why a cell can come back **Not found**: none of the available providers returned a match.
 
 ### Workflow groups
 
@@ -149,12 +148,3 @@ Because a group can run after another group's output column, you can chain group
 Reach for a workflow column when you have a row-by-row job: enrich each record, classify each entry, score each lead. The work is the same shape on every row, and you want the results to live next to the source data.
 
 Use a [workflow on its own](/workflows) instead when the job isn't per-row: a one-off transform, an aggregation across many rows, or a real-time decision tied to a single request. To pull table data into a workflow rather than push workflow results into a table, see [using tables in workflows](/tables/using-in-workflows).
-
-## Next
-
-<Cards>
-  <Card title="Tables overview" href="/tables" description="Typed columns, schemas, filtering, and the Tables API." />
-  <Card title="Using tables in workflows" href="/tables/using-in-workflows" description="Read and write table rows from inside a workflow." />
-  <Card title="Workflows" href="/workflows" description="What a workflow is and the blocks it's built from." />
-  <Card title="How blocks pass data" href="/workflows/data-flow" description="Outputs, references, and the values a workflow produces." />
-</Cards>
diff --git a/apps/docs/content/docs/workflows/blocks/agent.mdx b/apps/docs/content/docs/workflows/blocks/agent.mdx
index c0acf1714d8..0ef2b325ac5 100644
--- a/apps/docs/content/docs/workflows/blocks/agent.mdx
+++ b/apps/docs/content/docs/workflows/blocks/agent.mdx
@@ -100,7 +100,7 @@ When a response format is set, its fields are readable directly, like `<agent.se
 
 ## Streamed thinking and tool calls
 
-While an agent runs, Sim can stream its thinking and tool lifecycle live — the canvas terminal always shows them, and a [deployed chat](/docs/workflows/deployment/agent-events) shows them when its **Include thinking** setting and the client's protocol opt-in agree. What actually streams depends on the model: models marked with full deltas or summaries stream thinking when a Thinking level or Reasoning effort is set (DeepSeek reasoner models always reason); a model marked "Not streamed" thinks internally but its provider withholds the text.
+While an agent runs, Sim can stream its thinking and tool lifecycle live — the canvas terminal always shows them, and a [deployed chat](/workflows/deployment/agent-events) shows them when its **Include thinking** setting and the client's protocol opt-in agree. What actually streams depends on the model: models marked with full deltas or summaries stream thinking when a Thinking level or Reasoning effort is set (DeepSeek reasoner models always reason); a model marked "Not streamed" thinks internally but its provider withholds the text.
 
 {/* agent-stream-capabilities:begin — generated by `bun run agent-stream-docs:generate`; do not edit between markers */}
 
@@ -139,12 +139,6 @@ The Agent reads the message from Start with `<start.input>` and returns a result
 - **Use a response format when a downstream block needs specific fields.** It guarantees the shape, and you read each field as `<agent.field>`.
 
 <FAQ items={[
-  { question: "What LLM providers does the Agent block support?", answer: "OpenAI, Anthropic, Google (Gemini), xAI (Grok), DeepSeek, Groq, Cerebras, Azure OpenAI, Azure Anthropic, Google Vertex AI, AWS Bedrock, OpenRouter, and local models via Ollama or VLLM. Type or select any supported model from the model combobox." },
-  { question: "What are the memory options for the Agent block?", answer: "Four modes: None (no memory, each run is independent), Conversation (full history keyed by a conversation ID), Sliding window by messages (the N most recent messages), and Sliding window by tokens (messages up to a token budget). Memory needs a conversation ID to persist across runs." },
-  { question: "What is the difference between the tool usage controls (Auto, Force, None)?", answer: "In Auto, the model decides when to call a tool based on context. In Force, the model must call the tool on every run. In None, the tool is hidden from the model and never sent, which disables it without removing it from the block." },
-  { question: "How does the Response Format work?", answer: "It enforces structured output by providing a JSON Schema. When set, the model's response is constrained to match the schema exactly, and each field is read directly by downstream blocks using <agent.fieldName>. Without a response format, the agent returns its standard outputs: content, model, tokens, and toolCalls." },
-  { question: "What does the Reasoning Effort / Thinking Level setting do?", answer: "They appear only for models that support extended reasoning. Reasoning Effort (OpenAI, Azure OpenAI, xAI Grok, DeepSeek, Groq, Meta, and Z.ai models that accept an effort level) and Thinking Level (Anthropic Claude and Gemini models with thinking) control how much compute the model spends reasoning before responding. Higher levels produce more thorough answers but cost more tokens and take longer." },
-  { question: "When should I turn on Prompt Caching?", answer: "Turn it on when the same agent runs repeatedly with a large, stable system prompt or tool set — cached input bills at a tenth of the normal input rate. Leave it off for one-off runs, because writing the cache costs 1.25x and nothing reads it back. The setting appears only for Anthropic Claude models; OpenAI and Gemini cache automatically with no setting and no write fee. Anthropic only caches a prefix of at least 1,024 tokens (2,048 on Haiku), and entries expire after five minutes of no use." },
   { question: "How does max output tokens work with Anthropic models?", answer: "The Agent block uses each Anthropic model's full max output token limit by default (for example, 64,000 tokens). You can override this with the Max Output Tokens setting. For non-streaming requests that exceed the SDK's internal threshold, the provider automatically uses internal streaming to avoid timeouts." },
   { question: "Can I use the Agent block with a custom or self-hosted model?", answer: "Yes. Use any Ollama or VLLM-compatible model by typing the model name directly into the model combobox, as long as it exposes a compatible API endpoint." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/api.mdx b/apps/docs/content/docs/workflows/blocks/api.mdx
index eefc4ae2bc1..c8bde046c97 100644
--- a/apps/docs/content/docs/workflows/blocks/api.mdx
+++ b/apps/docs/content/docs/workflows/blocks/api.mdx
@@ -3,7 +3,6 @@ title: API
 description: The API block makes an HTTP request to an external service and returns the response.
 ---
 
-import { Callout } from 'fumadocs-ui/components/callout'
 import { BlockPreview, WorkflowPreview, API_FETCH_WORKFLOW } from '@/components/workflow-preview'
 import { FAQ } from '@/components/ui/faq'
 
@@ -71,10 +70,7 @@ The API block builds its URL from the Start input, fetches the data, and the Age
 - **Reference only the field you need.** Pull `<api.data.id>` rather than the whole `<api.data>` when the response is large.
 
 <FAQ items={[
-  { question: "What is the default request timeout?", answer: "The default timeout is 300,000 milliseconds (5 minutes). You can configure it up to a maximum of 600,000 milliseconds (10 minutes) in the block's Advanced settings." },
   { question: "Which HTTP errors trigger automatic retries?", answer: "Retries are attempted for network and connection failures, timeouts, rate-limit responses (HTTP 429), and server errors (5xx). Client errors like 400 or 404 are not retried." },
   { question: "How does retry backoff work?", answer: "Retries use exponential backoff starting from the configured retry delay (default 500ms). Each subsequent retry doubles the delay, up to the maximum retry delay (default 30,000ms)." },
-  { question: "Are POST and PATCH requests retried by default?", answer: "No. POST and PATCH are non-idempotent, so retries are disabled for them by default to avoid creating duplicate resources. You can enable retries with the 'Retry non-idempotent methods' toggle in Advanced settings, but be aware this may cause duplicate requests." },
   { question: "What headers are included automatically?", answer: "Standard headers such as User-Agent, Accept, and Cache-Control are added automatically. Any custom headers you configure are merged with these defaults, and your values override automatic headers with the same name." },
-  { question: "Can I send form data or file uploads?", answer: "The block sends JSON request bodies through the UI. The underlying HTTP tool also supports form data: if you pass form-data parameters, it constructs a multipart/form-data request automatically. For most cases the JSON body field is sufficient." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/condition.mdx b/apps/docs/content/docs/workflows/blocks/condition.mdx
index 56a86639b53..b55989992a9 100644
--- a/apps/docs/content/docs/workflows/blocks/condition.mdx
+++ b/apps/docs/content/docs/workflows/blocks/condition.mdx
@@ -81,9 +81,6 @@ A Function reads the account, and the Condition sends enterprise accounts throug
 - **Guard missing values.** Use optional chaining (`?.`) or a null check so an absent field does not throw.
 
 <FAQ items={[
-  { question: "Does the Condition block use an LLM?", answer: "No. It evaluates boolean expressions using JavaScript syntax directly, with no model call. That makes it fast, deterministic, and free of API cost. For AI-powered routing, use the Router block instead." },
   { question: "What happens if no condition matches?", answer: "The workflow follows the else branch. If the else branch is not connected to a downstream block, that path ends gracefully without an error. Add a final condition of simply true to guarantee a match." },
-  { question: "In what order are conditions evaluated?", answer: "Top to bottom, in the order they are defined. The first branch that evaluates to true determines the path, and later branches are not checked after a match. Place more specific conditions before general ones." },
   { question: "What JavaScript features can I use in condition expressions?", answer: "Standard operators and methods: comparisons (===, !==, >, <), logical operators (&&, ||, !), string methods (.includes(), .endsWith(), .toLowerCase()), array methods (.includes(), .length), math, and Date comparisons. Reference block outputs with <blockName.output> syntax." },
-  { question: "How does the Condition block handle null or undefined values?", answer: "If an expression references an undefined variable or throws at runtime, the block errors and the run fails, or follows the error path if one is connected. Use optional chaining (?.) or explicit null checks to handle missing values safely." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/credential.mdx b/apps/docs/content/docs/workflows/blocks/credential.mdx
index a6044fea0a0..529c0846acc 100644
--- a/apps/docs/content/docs/workflows/blocks/credential.mdx
+++ b/apps/docs/content/docs/workflows/blocks/credential.mdx
@@ -186,22 +186,10 @@ The same reference works for any OAuth block. In a Gmail or Slack block's creden
 3. Wire `<credentialBlockName.credentials>` into a **ForEach Loop** as the items source
 4. Inside the loop, reference `<loop.currentItem.credentialId>` in downstream blocks' credential fields
 
-## Best Practices
-
-- **Define once, reference many times**: When five blocks use the same Google account, use one Credential block and wire all five to `<credential.credentialId>` instead of selecting the account five times
-- **Inspect references, not tokens**: The block returns credential IDs and account metadata rather than tokens. Organization outputs can include people's email addresses
-- **Use for environment switching**: Pair with a Condition block to route to a production or staging OAuth credential based on a workflow variable
-- **Advanced mode is required**: Downstream blocks must be in advanced mode on their credential field to accept a dynamic reference
-- **Use List + ForEach for fan-out**: When you need to run the same action across all accounts of a provider, List Credentials feeds naturally into a ForEach loop
-- **Narrow by provider**: Use the Provider multiselect to filter to specific services — only providers you have credentials for are shown
-
 <FAQ items={[
-  { question: "Does the Credential block expose my secret or token?", answer: "No. Its outputs contain credential references and account metadata. Downstream blocks resolve the authorized token during execution. The Credential block does not return OAuth tokens or MCP client secrets." },
   { question: "What credential types does it support?", answer: "Workspace OAuth credentials, organization OAuth contributions, and organization managed MCP connections. Secrets and service accounts are not selected through these operations." },
-  { question: "Can a workflow use another person's organization account?", answer: "Yes. Every authorized workflow in an allowed workspace can use every active contribution in the organization pool. The organization admin controls the workspace allowlist. Chat continues to use each person's own connections." },
   { question: "Why are the organization operations missing?", answer: "Connected accounts must be enabled for the organization, and the workflow's workspace must be allowed in Organization settings → Connected accounts → Workspace access. Personal workspaces cannot use an organization pool." },
   { question: "How is Select different from just copying a credential ID into advanced mode?", answer: "Functionally identical — both pass the same credential ID to the downstream block. The Credential block adds value when you need to use one credential in many blocks (change it once), or when you want to select between credentials dynamically using a Condition block." },
-  { question: "Can I list all OAuth credentials in my workspace?", answer: "Yes. Set the Operation to 'List Credentials'. Optionally filter by provider using the Provider multiselect. Wire the credentials output into a ForEach loop to process each credential individually." },
   { question: "Can I use a Credential block output in a Function block?", answer: "Yes. Reference <credential.credentialId> in your Function block's code. The function receives the ID string. It does not automatically resolve credential IDs to tokens; use a compatible integration or MCP block to perform an authenticated action." },
   { question: "What happens if the credential is deleted?", answer: "The Select operation will throw an error at execution time: 'Credential not found'. The List operation will simply omit the deleted credential from the results. Update the Credential block to select a valid credential before re-running." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/evaluator.mdx b/apps/docs/content/docs/workflows/blocks/evaluator.mdx
index a78a9bfc987..db480409d4d 100644
--- a/apps/docs/content/docs/workflows/blocks/evaluator.mdx
+++ b/apps/docs/content/docs/workflows/blocks/evaluator.mdx
@@ -3,7 +3,6 @@ title: Evaluator
 description: The Evaluator block uses a model to score content against metrics you define.
 ---
 
-import { Callout } from 'fumadocs-ui/components/callout'
 import { BlockPreview, WorkflowPreview, EVALUATOR_GATE_WORKFLOW } from '@/components/workflow-preview'
 import { FAQ } from '@/components/ui/faq'
 
@@ -40,7 +39,7 @@ The Evaluator returns a number for each metric, read by the metric's lowercase n
 | Output | What it is |
 | --- | --- |
 | `<evaluator.accuracy>` | The score for a metric (one output per metric you define) |
-| `<evaluator.content>` | The evaluation summary |
+| `<evaluator.content>` | The original content that was evaluated |
 | `<evaluator.model>` | The model that scored |
 | `<evaluator.tokens>` | Token usage |
 | `<evaluator.cost>` | Estimated cost of the call |
@@ -66,9 +65,4 @@ The same shape covers other quality work: score several [parallel](/workflows/bl
 
 <FAQ items={[
   { question: "What format does the Evaluator return scores in?", answer: "A JSON object where each key is the lowercase metric name and the value is the numeric score within the range you defined. A metric named 'Accuracy' with range 1-5 appears as { \"accuracy\": 4 }, read downstream as <evaluator.accuracy>." },
-  { question: "Which models work best for evaluation?", answer: "Models with strong reasoning give the most consistent scores. The default is claude-sonnet-4-6; for simple, clearly distinct metrics a faster model is fine." },
-  { question: "Can I evaluate non-text content?", answer: "The content field takes any string. JSON or structured data is detected and formatted before scoring, but the evaluation is text-based, so it can't directly score images or audio." },
-  { question: "What happens if a metric is incomplete?", answer: "Metrics missing a name or a range are skipped. The Evaluator only scores metrics that have both a name and a defined min/max range." },
-  { question: "Does the Evaluator use structured output?", answer: "Yes. It builds a JSON Schema from your metrics and enforces strict mode, so the model returns only the expected metric scores as numbers, with no extra text." },
-  { question: "How are evaluation costs calculated?", answer: "From the underlying model call's token usage. The outputs include token counts and a cost breakdown so you can track spend per evaluation." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/function.mdx b/apps/docs/content/docs/workflows/blocks/function.mdx
index b79425b698e..50dda68f46c 100644
--- a/apps/docs/content/docs/workflows/blocks/function.mdx
+++ b/apps/docs/content/docs/workflows/blocks/function.mdx
@@ -72,7 +72,7 @@ In Python, use `int()`, `== "true"`, and `json.loads()` the same way.
 
 Two cases are easy to miss:
 
-- **Booleans.** A bare `if ({{FEATURE_ON}})` is always true, because the string `"false"` is truthy. Compare against `'true'` instead.
+- **Booleans.** A bare `if ({{FEATURE_ON}})` tests string truthiness, so the string `"false"` is truthy. Compare against `'true'` instead.
 - **Lists and objects.** Store the value as JSON so you can parse it back. `["^[A-Z]{2}-\\d{4}$", "^\\d{7,15}$"]` becomes an array; a JavaScript array of regex literals does not. It arrives as one long string, and iterating it walks character by character.
 
 [Condition](/workflows/blocks/condition) blocks differ in one way: a number, boolean, or `null` value compares as a literal there, so `{{MAX_RETRIES}} === 3` is true. Every other value is a string, exactly as it is here.
@@ -150,7 +150,7 @@ workspace path instead, or keep the secret out of the output.
 
 JavaScript without imports runs in a fast local sandbox. JavaScript with `import` or `require`, Python, and Shell run in the configured remote sandbox provider.
 
-| | JavaScript | Python | Shell |
+| Feature | JavaScript | Python | Shell |
 | --- | --- | --- | --- |
 | **Execution** | Local when there are no imports; remote with imports | Always remote | Always remote |
 | **Return a value** | `return { … }` | Assign `__sim_result__ = { … }` | Print `__SIM_RESULT__={…}` |
@@ -365,8 +365,8 @@ The Function sanitizes the form input and returns the clean value, which the API
 const { purchaseHistory, accountAge, supportTickets } = <agent>;
 
 const totalSpent = purchaseHistory.reduce((sum, p) => sum + p.amount, 0);
-const purchaseFrequency = purchaseHistory.length / (accountAge / 365);
-const ticketRatio = supportTickets.resolved / supportTickets.total;
+const purchaseFrequency = accountAge > 0 ? purchaseHistory.length / (accountAge / 365) : 0;
+const ticketRatio = supportTickets.total > 0 ? supportTickets.resolved / supportTickets.total : 0;
 
 const spendScore = Math.min((totalSpent / 1000) * 30, 30);
 const frequencyScore = Math.min(purchaseFrequency * 20, 40);
@@ -388,8 +388,8 @@ def calculate_loyalty(data):
     support_tickets = data["supportTickets"]
 
     total_spent = sum(p["amount"] for p in purchase_history)
-    purchase_frequency = len(purchase_history) / (account_age / 365)
-    ticket_ratio = support_tickets["resolved"] / support_tickets["total"]
+    purchase_frequency = len(purchase_history) / (account_age / 365) if account_age > 0 else 0
+    ticket_ratio = support_tickets["resolved"] / support_tickets["total"] if support_tickets["total"] > 0 else 0
 
     spend_score = min(total_spent / 1000 * 30, 30)
     frequency_score = min(purchase_frequency * 20, 40)
@@ -441,11 +441,5 @@ The lazy `sim.files` and `sim.values` helpers are available only in JavaScript f
 - **Use stdout to debug.** `console.log()`, `print()`, and ordinary shell output land in `<function.stdout>` and the run logs.
 
 <FAQ items={[
-  { question: "What languages does the Function block support?", answer: "JavaScript, Python, and Shell. JavaScript is the default. Python remains a stable saved language choice; Shell and custom Sandbox controls appear when a remote sandbox provider is enabled. Python and Shell execution require that provider." },
-  { question: "When does code run locally vs. in a sandbox?", answer: "JavaScript without external imports runs in a local isolated sandbox for speed. JavaScript that uses import or require, Python, and Shell run in the configured remote sandbox." },
-  { question: "Does JavaScript still work without E2B or Daytona?", answer: "Yes. JavaScript without import or require runs in Sim's local isolated VM and does not require a remote provider. JavaScript with external imports, Python, Shell, and custom Sandboxes require E2B or Daytona and fail explicitly when it is unavailable." },
-  { question: "How do I reference outputs from other blocks inside my code?", answer: "Use angle-bracket syntax directly, like <agent.content> or <api.data>, with no quotes around the tag — Sim replaces it with the real value before execution. For environment variables, use double curly braces: {{API_KEY}}. To read a file, reference its path — <gmail.attachments[0].path> mounts it and resolves to a location any language can open." },
-  { question: "What does the Function block return?", answer: "Three outputs: result, stdout, and files. Use return in JavaScript, assign __sim_result__ in Python, or print an __SIM_RESULT__= marker in Shell to set result. Ordinary console, print, and command output goes to stdout. Anything your code writes to /tmp/sim/outputs comes back in files as a file object later blocks can accept directly." },
-  { question: "Can I make HTTP requests from a Function block?", answer: "Yes. fetch() is available in JavaScript with async/await. In Python, use requests or httpx. In Shell, use curl or a CLI available on the selected sandbox." },
   { question: "Is there a timeout for Function block execution?", answer: "Yes, a configurable execution timeout. If your code exceeds it, the run is terminated and the block reports an error. Keep this in mind for external calls or heavy processing." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/guardrails.mdx b/apps/docs/content/docs/workflows/blocks/guardrails.mdx
index fedf8555758..76f522196a3 100644
--- a/apps/docs/content/docs/workflows/blocks/guardrails.mdx
+++ b/apps/docs/content/docs/workflows/blocks/guardrails.mdx
@@ -106,7 +106,7 @@ Hallucination adds `<guardrails.score>` and `<guardrails.reasoning>`; PII adds `
 
 Check the Agent's output is valid JSON, then branch on `<guardrails.passed>` before a Function parses it.
 
-### Prevent hallucinations
+### Check answer grounding
 
 <WorkflowPreview workflow={GUARDRAILS_HALLUCINATION_WORKFLOW} />
 
@@ -124,7 +124,7 @@ Detect PII in the input and branch on `<guardrails.passed>` to process clean inp
 - **Validate JSON before you parse it.** A check upstream is cheaper than a parse error in a Function block.
 - **Pick only the PII types you need.** Selecting fewer entity types keeps detection fast and focused.
 - **Tune the hallucination threshold.** Raise the confidence floor for stricter grounding, lower it to allow more latitude.
-- **Mask when you log.** Use Mask mode for content you store or log, so PII never lands in plain text.
+- **Use the masked output downstream.** In Mask mode, pass `<guardrails.maskedText>` to downstream storage or messaging. The original content remains available separately as `<guardrails.input>`.
 - **Chain checks.** One block runs one type, so place several in sequence to validate format and then scan for PII.
 
 <Callout type="info">
@@ -132,11 +132,7 @@ Guardrails runs synchronously in the workflow. For hallucination checks where la
 </Callout>
 
 <FAQ items={[
-  { question: "Can I run multiple validation types on the same content?", answer: "Each Guardrails block runs one validation type. To apply several, chain Guardrails blocks in sequence — for example validate JSON, then scan for PII." },
-  { question: "What does the hallucination confidence score mean?", answer: "It ranges from 0 to 10. A 0 means the content is completely ungrounded (full hallucination), and a 10 means it is fully supported by the knowledge base. Validation passes when the score meets or exceeds your threshold (default 3)." },
   { question: "How many knowledge base chunks are retrieved for hallucination detection?", answer: "Five by default. You can raise it up to 20 in Advanced settings. More chunks give broader context but add latency and tokens." },
-  { question: "What PII detection engine is used?", answer: "Microsoft Presidio. It supports over 30 entity types across the US, UK, Spain, Italy, Poland, Singapore, Australia, and India." },
-  { question: "What is the difference between Block and Mask modes for PII?", answer: "Block fails the validation (passed = false) when any selected PII is detected. Mask also detects it but replaces it with masked values in the output, so the content is safe to use downstream. Both return the list of detected entities." },
   { question: "Which languages does PII detection support?", answer: "English, Spanish, Italian, Polish, and Finnish. The language setting selects the NLP models used for entity recognition, so matching it to your content improves accuracy." },
   { question: "Does JSON validation check schema structure or just syntax?", answer: "Just syntax — it confirms the content parses as valid JSON, not that it matches a particular schema. For schema validation, use a Function block after the check." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/human-in-the-loop.mdx b/apps/docs/content/docs/workflows/blocks/human-in-the-loop.mdx
index 6205e67e0ac..262678abf5e 100644
--- a/apps/docs/content/docs/workflows/blocks/human-in-the-loop.mdx
+++ b/apps/docs/content/docs/workflows/blocks/human-in-the-loop.mdx
@@ -14,7 +14,6 @@ import {
   HITL_VALIDATE_WORKFLOW,
 } from '@/components/workflow-preview'
 import { Video } from '@/components/ui/video'
-import { FAQ } from '@/components/ui/faq'
 
 The **Human in the Loop block** pauses a run and waits for a person before it continues. Use it for approval gates, to collect feedback, or to gather input at a decision point. The run stays paused — with no timeout — until someone responds through the approval portal, the API, or a webhook.
 
@@ -258,28 +257,6 @@ Read them downstream as `<blockName.output>` — for a block named `approval`, t
 
 ## The approval portal
 
-**Paused Output:**
-```json
-{
-  "title": "<agent1.content.title>",
-  "body": "<agent1.content.body>",
-  "qualityScore": "<evaluator1.score>"
-}
-```
-
-**Resume Input:**
-```json
-{
-  "approved": { "type": "boolean" },
-  "feedback": { "type": "string" }
-}
-```
-
-**Downstream Usage:**
-```javascript
-// Condition block
-<approval1.approved> === true
-```
 The example below shows an approval portal as seen by an approver after the workflow is paused. Approvers can review the data and provide inputs as a part of the workflow resumption. The approval portal can be accessed directly via the unique URL, `<blockId.url>`.
 
 <div className="mx-auto w-full overflow-hidden rounded-lg my-6">
@@ -291,12 +268,3 @@ The example below shows an approval portal as seen by an approver after the work
 - **[Condition](/workflows/blocks/condition)** - Branch based on approval decisions
 - **[Variables](/workflows/blocks/variables)** - Store approval history and metadata
 - **[Response](/workflows/blocks/response)** - Return workflow results to API callers
-
-<FAQ items={[
-  { question: "How long does the workflow stay paused?", answer: "The workflow pauses indefinitely until a human provides input through the approval portal, the REST API, or a webhook. There is no automatic timeout — it will wait until someone responds." },
-  { question: "What notification channels can I use to alert approvers?", answer: "You can configure notifications through Slack, Gmail, Microsoft Teams, SMS (via Twilio), or custom webhooks. Include the approval URL in your notification message so approvers can access the portal directly." },
-  { question: "How do I access the approver's input in downstream blocks?", answer: "Use the syntax <blockId.fieldName> to reference specific fields from the resume form. For example, if your block name is 'approval1' and the form has an 'approved' field, use <approval1.approved>." },
-  { question: "Can I chain multiple Human in the Loop blocks for multi-stage approvals?", answer: "Yes. You can place multiple Human in the Loop blocks in sequence to create multi-stage approval workflows. Each block pauses independently and can have its own notification configuration and resume form fields." },
-  { question: "Can I resume the workflow programmatically without the portal?", answer: "Yes. Each block exposes a resume API endpoint that you can call with a POST request containing the form data as JSON. This lets you build custom approval UIs or integrate with existing systems like Jira or ServiceNow." },
-  { question: "What outputs are available after the workflow resumes?", answer: "The block outputs include the approval portal URL, the resume API endpoint URL, the display data shown to the approver, the form submission data, the raw resume input, and an ISO timestamp of when the workflow was resumed." },
-]} />
diff --git a/apps/docs/content/docs/workflows/blocks/logs.mdx b/apps/docs/content/docs/workflows/blocks/logs.mdx
index 54e3186748d..8d0d47ad8f3 100644
--- a/apps/docs/content/docs/workflows/blocks/logs.mdx
+++ b/apps/docs/content/docs/workflows/blocks/logs.mdx
@@ -54,7 +54,5 @@ This pairs naturally with the [Sim trigger](/workflows/triggers/sim): the trigge
 
 <FAQ items={[
   { question: "Why does Query Logs only return run IDs?", answer: "To keep payloads small and predictable. Run summaries can be large — fetch only the runs you actually need with Get Run Details." },
-  { question: "Can I query logs from another workspace?", answer: "No. The block is scoped to the workspace the workflow lives in." },
-  { question: "What are trace spans?", answer: "The execution trace for a run: every block that ran, its inputs and outputs, timings, and any tool calls — the same data shown in the Logs page trace view." },
   { question: "How far back can I query?", answer: "As far as your plan's log retention. Free plans retain logs for 7 days; paid plans retain them indefinitely." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/loop.mdx b/apps/docs/content/docs/workflows/blocks/loop.mdx
index 841df1ca885..918cefd71d8 100644
--- a/apps/docs/content/docs/workflows/blocks/loop.mdx
+++ b/apps/docs/content/docs/workflows/blocks/loop.mdx
@@ -56,7 +56,7 @@ Set the loop type, then the value it needs:
 
 References differ inside the loop and after it.
 
-<Tabs items={['Inside the loop', 'After the loop']}>
+<Tabs items={['Inside loop', 'After loop']}>
   <Tab>
     Inside the loop, read the current iteration with `<loop.*>`:
 
@@ -114,10 +114,5 @@ For and ForEach loops are capped at **1,000 iterations**. While and Do-While loo
 
 <FAQ items={[
   { question: "What is the maximum number of iterations a loop can run?", answer: "For and ForEach loops are capped at 1,000 iterations. While and Do-While loops with a condition have no hard cap — they run until the condition is false. A Do-While without a condition falls back to a fixed count, also capped at 1,000. Always ensure While/Do-While conditions eventually become false to avoid infinite loops." },
-  { question: "Do loops execute iterations in parallel or sequentially?", answer: "Sequentially, one after another. For concurrency across items, use the Parallel block, or nest a Parallel inside a Loop if you need both patterns." },
-  { question: "How do I access the current item inside a ForEach loop?", answer: "Use <loop.currentItem> for the current item and <loop.index> for the zero-based iteration number. These are only available to blocks inside the loop container." },
-  { question: "How do I access loop results after it finishes?", answer: "Reference the loop block by its normalized name (lowercase, no spaces) with <blockname.results>, which returns an array of all iteration results in order. Do not use <loop.*> outside the loop — that only works inside." },
-  { question: "Can I nest loops inside each other?", answer: "Yes. Loops and Parallels fully support nesting in any combination, and each nested container keeps its own scope and iteration context." },
-  { question: "What is the difference between a While loop and a Do-While loop?", answer: "A While loop checks its condition before each iteration, so it can run zero times. A Do-While loop runs the body once, then checks the condition, so it always runs at least once." },
   { question: "What happens if a ForEach loop receives an empty collection?", answer: "The body is skipped and the loop outputs an empty results array. The workflow continues to whatever is connected after the loop." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/parallel.mdx b/apps/docs/content/docs/workflows/blocks/parallel.mdx
index 4cb5405fb67..0a2e0c613d2 100644
--- a/apps/docs/content/docs/workflows/blocks/parallel.mdx
+++ b/apps/docs/content/docs/workflows/blocks/parallel.mdx
@@ -7,7 +7,6 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { Image } from '@/components/ui/image'
 import { WorkflowPreview, PARALLEL_WORKFLOW } from '@/components/workflow-preview'
-import { FAQ } from '@/components/ui/faq'
 
 The **Parallel block** is a container that runs the block inside it concurrently — once per item in a collection, or a fixed number of times. It is the concurrent counterpart to a [Loop](/workflows/blocks/loop): reach for it when the work is independent and order doesn't matter.
 
@@ -42,7 +41,7 @@ Set the parallel type, then the value it needs:
 
 References differ inside the parallel and after it.
 
-<Tabs items={['Inside the parallel', 'After the parallel']}>
+<Tabs items={['Inside parallel', 'After parallel']}>
   <Tab>
     Inside, read this instance's context with `<parallel.*>`:
 
@@ -79,10 +78,11 @@ A collection-based Parallel calls an endpoint for each task at the same time, an
 
 ## Parallel vs Loop
 
-| | Parallel | Loop |
+| Feature | Parallel | Loop |
 | --- | --- | --- |
 | **Execution** | Concurrent | Sequential |
-| **Order** | Not guaranteed | Preserved |
+| **Completion order** | Not guaranteed | Sequential |
+| **Result order** | Input/instance order | Iteration order |
 | **Best for** | Independent work | Dependent steps |
 | **Resource use** | Higher | Lower |
 
@@ -99,14 +99,4 @@ A Parallel runs up to **20 branches at a time**. Larger counts or collections ru
 - **Use it for independent work only.** Instances can't share state, so each one must stand alone.
 - **Mind rate limits.** Lower the batch size, or add a [Wait](/workflows/blocks/wait), for API-heavy work.
 - **Handle errors per instance.** One failure won't stop the others, so each instance should handle its own.
-- **Add an identifier if order matters.** Results aren't guaranteed to match input order — include an index or id in each instance's output.
-
-<FAQ items={[
-  { question: "What is the maximum number of concurrent instances?", answer: "Twenty at a time. The limit prevents resource exhaustion and keeps execution stable; larger counts run in serial batches." },
-  { question: "Can parallel instances share state with each other?", answer: "No. Each instance runs in isolation with its own variable scope, and one instance cannot read or write another's data during execution." },
-  { question: "What happens if one parallel instance fails?", answer: "Only that instance fails. The others run independently and continue normally." },
-  { question: "Can I nest Parallel blocks inside other Parallel or Loop blocks?", answer: "Yes. Parallels and Loops support nesting in any combination, so you can build multi-dimensional workflows." },
-  { question: "How do I access results after the Parallel block completes?", answer: "Use <blockname.results>, where blockname is the normalized name of the Parallel block (lowercase, no spaces). It returns an array of results from all instances." },
-  { question: "Is the order of results guaranteed?", answer: "No. Because instances run concurrently, result order isn't guaranteed to match input order. If order matters, include an index or identifier in each instance's output." },
-  { question: "What is the difference between count-based and collection-based parallel?", answer: "Count-based runs a fixed number of identical instances. Collection-based distributes items from an array or object, one per instance. Use count-based for repeated work and collection-based for batch processing." },
-]} />
+- **Separate result order from completion order.** Results retain input/instance order even when branches finish out of order. Use Loop when the work itself must happen sequentially.
diff --git a/apps/docs/content/docs/workflows/blocks/pi.mdx b/apps/docs/content/docs/workflows/blocks/pi.mdx
index 19fcc50d8e4..0e833112eff 100644
--- a/apps/docs/content/docs/workflows/blocks/pi.mdx
+++ b/apps/docs/content/docs/workflows/blocks/pi.mdx
@@ -7,7 +7,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { BlockPreview } from '@/components/workflow-preview'
 import { FAQ } from '@/components/ui/faq'
 
-The **Pi Coding Agent block** runs the [Pi](https://github.com/earendil-works/pi-mono) coding harness against a real repository. You give it a task and a model; it creates or updates a pull request, posts a PR review, or changes your files in place. Create PR and Update PR can optionally babysit their pull request. Create PR, Update PR, and Local Dev can reuse your [skills](/agents/skills) and multi-turn [memory](#memory). Review Code deliberately loads neither.
+The **Pi Coding Agent block** runs the [Pi](https://github.com/earendil-works/pi-mono) coding harness against a real repository. You give it a task and a model; it creates or updates a pull request, posts a PR review, or changes your files in place. Create PR and Update PR can optionally babysit their pull request. Create PR, Update PR, and Local Dev can reuse your [skills](/agents/skills) and multi-turn [memory](#memory-create-pr--update-pr--local-dev). Review Code deliberately loads neither.
 
 It has four modes that decide *where* it runs and *how* its work lands:
 
@@ -92,7 +92,7 @@ What the agent should do, in plain language — for example *"Add input validati
 
 ### Model
 
-The model that drives the agent. Defaults to `claude-sonnet-4-6`. The dropdown contains the intersection of models available in Sim and exact provider-relative entries in the installed Pi catalog. Sim never fabricates fallback model metadata.
+The model that drives the agent. Defaults to `claude-sonnet-4-6`. The dropdown contains the intersection of models available in Sim and exact provider-relative entries in the installed Pi catalog.
 
 ### API Key
 
@@ -182,7 +182,7 @@ For Create PR, Update PR, and Local Dev, memory is folded into the agent's first
 - **Sim trims before the run.** The selected memory type bounds what's injected: **Conversation** is automatically capped to a fraction of the model's context window (for models in Sim's catalog), **Sliding window (messages)** keeps the last N messages, and **Sliding window (tokens)** keeps history up to an explicit token budget.
 - **Pi compacts during the run.** As the agent works (reading files, running commands), Pi automatically summarizes older turns to stay under the window — in all modes, on by default. You don't need to configure anything for context growth mid-run.
 
-The one case neither layer can rescue is a *first* prompt that already exceeds the window — Pi can only compact once there are older turns to summarize. This is only reachable with **Conversation** memory plus a model typed in manually (not in Sim's catalog), where the automatic cap can't look up a context window. For long histories — and whenever you use a manually entered model — choose **Sliding window (tokens)**: its budget applies regardless of the model, so the first prompt always fits.
+The one case neither layer can rescue is a *first* prompt that already exceeds the window — Pi can only compact once there are older turns to summarize. This is only reachable with **Conversation** memory plus a model typed in manually (not in Sim's catalog), where the automatic cap can't look up a context window. For long histories — and whenever you use a manually entered model — choose **Sliding window (tokens)**: its budget applies regardless of the model. Leave room for the task prompt, tool definitions, and generated output.
 
 ## Outputs
 
@@ -270,15 +270,6 @@ Enable sandbox execution as for Create PR. BYOK is optional because the model cr
 - **Reuse a Conversation ID for Create PR, Update PR, or Local Dev follow-ups.** It carries the prior task and outcome into the next run so the agent can build on its own work.
 
 <FAQ items={[
-  { question: "What's the difference between the modes?", answer: "Create PR creates and pushes a new sandbox branch before opening its PR. Update PR pushes to an existing branch without force-pushing, then creates or updates its PR. Either authoring mode can optionally babysit its PR. Review Code posts a GitHub review. Local Dev edits files over SSH. Create PR and Update PR require BYOK." },
   { question: "Which models can I use?", answer: "The model dropdown contains models that are both available in Sim and present under the exact provider in the installed Pi catalog. Providers that need richer configuration, OAuth-only authentication, or a user-supplied base URL aren't offered." },
   { question: "Why does Local Dev need a public hostname?", answer: "Sim connects over raw SSH and blocks localhost, LAN, and private/reserved addresses for safety. Expose the machine with a TCP tunnel such as `ngrok tcp 22` and use the tunnel's host and port. Tailscale's private 100.x addresses won't work for the same reason." },
-  { question: "What GitHub permissions does Create PR need?", answer: "A token that can clone, push, and open a PR. With a fine-grained token: select the repo and grant Contents: Read and write plus Pull requests: Read and write. With a classic token: the repo scope. For organization repos, the token must be SSO-authorized." },
-  { question: "What GitHub permissions does Update PR need?", answer: "The same permissions as Create PR. With a fine-grained token: select the repo and grant Contents: Read and write plus Pull requests: Read and write. With a classic token: the repo scope. Branch protection can still reject the push." },
-  { question: "What GitHub permissions does Review Code need?", answer: "A token that can clone the repo and submit a review. With a fine-grained token: Contents: Read plus Pull requests: Read and write. Push permission is not required. With a classic token: the repo scope. For organization repos, the token must be SSO-authorized." },
-  { question: "What does a Babysit Mode success or partial success mean?", answer: "Read threadsClean, checksGreen, commitsPushed, threadsResolved, and stopReason together. Clean requires no actionable or skipped unresolved threads, no required failed/pending/missing checks, and a later bot signal after the most recent review request. awaiting_checks after a push is expected when CI outlives the run; the created PR URL is still returned." },
-  { question: "Can the agent search the web?", answer: "Only if you pick a provider under Internet Search — Exa, Serper, Parallel AI, or Firecrawl. That adds one web_search tool in every mode, backed by your own key for that provider, entered on the block; there is no BYOK fallback and Sim never supplies a search key. Leave it on None and the agent has no search tool at all." },
-  { question: "Can I give it Gmail, Slack, or other integrations?", answer: "Yes, in Local Dev via the Tools field. Selected Sim tools run through Sim with your connected credentials, the same as the Agent block, so the agent can act beyond the repo while it codes. MCP and custom tools aren't supported yet." },
-  { question: "Where do the changes or feedback go?", answer: "Create PR opens a pull request from a new branch. Update PR pushes to the existing target branch and creates or updates its pull request. With Babysit Mode, either then pushes fixes to the PR head, replies to trusted threads, resolves successful decisions, and re-requests bot reviews. Review Code submits a review. Local Dev edits files in place." },
-  { question: "What happens when memory or context gets large?", answer: "For Create PR, Update PR, and Local Dev, Sim trims memory before the run and Pi compacts older turns as needed. Review Code uses no memory. Babysit starts with empty memory and does not save review-derived content back into it." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/response.mdx b/apps/docs/content/docs/workflows/blocks/response.mdx
index 100422953b4..9857b049eb8 100644
--- a/apps/docs/content/docs/workflows/blocks/response.mdx
+++ b/apps/docs/content/docs/workflows/blocks/response.mdx
@@ -11,7 +11,6 @@ import {
   RESPONSE_ERROR_WORKFLOW,
   RESPONSE_WEBHOOK_WORKFLOW,
 } from '@/components/workflow-preview'
-import { FAQ } from '@/components/ui/faq'
 
 The **Response block** ends a workflow and returns a structured HTTP response to the caller. Use it with an [API deployment](/workflows/deployment/api) to control the exact body, status code, and headers that come back.
 
@@ -69,11 +68,9 @@ Don't place a Response block in [parallel](/workflows/blocks/parallel) with bloc
 
 The Response block reads `<agent.content>` into its body and returns `200` to the API caller.
 
-### Acknowledge a webhook
-
-<WorkflowPreview workflow={RESPONSE_WEBHOOK_WORKFLOW} />
-
-After processing the payload, the Response block returns a small confirmation so the sender knows the event was received.
+<Callout type="info">
+A [Webhook trigger](/workflows/triggers/webhook) acknowledges the request after queueing the run. Configure that trigger's response to customize the acknowledgement; a downstream Response block does not change it.
+</Callout>
 
 ### Return a different status per branch
 
@@ -87,11 +84,3 @@ A Condition routes valid requests to a `200` Response and invalid ones to a `400
 - **Keep a consistent response shape** across your endpoints so callers can rely on it.
 - **Return a different response per outcome.** Put a Response on each branch after a Condition or Router.
 - **Check your references resolve.** A connection tag pointing at a block that did not run comes back empty, so set fields on the branch that produces them.
-
-<FAQ items={[
-  { question: "Can I have multiple Response blocks in a workflow?", answer: "Yes. Place them on different branches (after a Router or Condition). The first Response block to run determines the API response and ends the workflow — for example a 200 on the success branch and a 500 on the error branch." },
-  { question: "What triggers require a Response block?", answer: "It is designed for the API trigger. When the workflow is invoked over the API, the Response block sends the structured HTTP response back to the caller. Other triggers like webhooks or schedules don't require one." },
-  { question: "What is the difference between Builder and Editor mode?", answer: "Builder mode is a visual interface for constructing the response structure with fields and types. Editor mode is a raw JSON editor where you write the response body directly. Builder mode suits most cases." },
-  { question: "What is the default status code?", answer: "If you don't set one, the Response block returns 200 (OK). You can set any valid HTTP status code, including error codes like 400, 404, or 500." },
-  { question: "Can the Response block connect to downstream blocks?", answer: "No. Response blocks are exit points — they end execution and send the HTTP response, so no block runs after one." },
-]} />
diff --git a/apps/docs/content/docs/workflows/blocks/router.mdx b/apps/docs/content/docs/workflows/blocks/router.mdx
index fa11bc921e5..06d183f369e 100644
--- a/apps/docs/content/docs/workflows/blocks/router.mdx
+++ b/apps/docs/content/docs/workflows/blocks/router.mdx
@@ -80,8 +80,5 @@ The Router sends enterprise leads to a sales agent and everyone else into a self
 
 <FAQ items={[
   { question: "How does the Router decide which route to take?", answer: "It sends your context and every route description to a model, which selects the route whose description best matches. The model is prompted to prefer choosing a route over returning nothing, and only returns NO_MATCH when the context is unrelated to every route." },
-  { question: "What happens when the Router cannot match any route?", answer: "The model returns NO_MATCH and the Router directs execution to the error path. Connect an error handler there for graceful fallback rather than letting the workflow fail silently." },
-  { question: "Does the Router cost money to run?", answer: "Yes. It makes a model call for every routing decision, which consumes tokens. Monitor it with <router.tokens> and <router.cost>. If your routing can be expressed as boolean conditions, use the Condition block instead — it is free and faster." },
-  { question: "Can I see why the Router chose a particular route?", answer: "Yes. The reasoning output (<router.reasoning>) contains a brief explanation of why the selected route was chosen, which is useful for debugging routing decisions." },
   { question: "How many routes can I define?", answer: "There is no hard limit, and each route adds its own output port. Keep in mind that more routes with overlapping descriptions are harder for the model to distinguish, so aim for clear, mutually exclusive routes." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/variables.mdx b/apps/docs/content/docs/workflows/blocks/variables.mdx
index 955219a4bde..adcf1b13aa6 100644
--- a/apps/docs/content/docs/workflows/blocks/variables.mdx
+++ b/apps/docs/content/docs/workflows/blocks/variables.mdx
@@ -3,7 +3,6 @@ title: Variables
 description: The Variables block updates workflow variables during a run, read from any block by name.
 ---
 
-import { Callout } from 'fumadocs-ui/components/callout'
 import { BlockPreview, WorkflowPreview, VARIABLES_RETRY_WORKFLOW, VARIABLES_CONFIG_WORKFLOW } from '@/components/workflow-preview'
 import { FAQ } from '@/components/ui/faq'
 
@@ -47,14 +46,10 @@ Profile fields are stored once, then read by later blocks with `<variable.userTi
 
 - **Initialize variables first.** Create them in the workflow's Variables panel before a Variables block sets them.
 - **Track state across steps.** Variables suit counters and status that several blocks read and update, including inside a [Loop](/workflows/blocks/loop).
-- **Name them clearly.** Names are case-sensitive, so `retryCount` and `RetryCount` are different variables.
+- **Name them clearly.** References ignore case and spaces, so avoid variable names that normalize to the same value, such as `retryCount` and `RetryCount`.
 - **Assign from earlier outputs.** Set a variable from any block output, like `customerEmail = <api.email>`.
 
 <FAQ items={[
   { question: "Do variables persist between workflow executions?", answer: "No. Variables are workflow-scoped and persist only for a single run. Each new run starts from the initial values defined in the workflow's Variables panel." },
   { question: "Can multiple Variables blocks update the same variable?", answer: "Yes. All Variables blocks share one namespace, so a later block can overwrite a value set by an earlier one by using the same name." },
-  { question: "How do I reference a variable in other blocks?", answer: "Use <variable.name> in any input field, like <variable.retryCount> or <variable.customerEmail>." },
-  { question: "Are assigned variables available as block outputs?", answer: "Variables are primarily read globally with <variable.name>. Each assignment is also exposed on the Variables block itself as <variables.name>, so you can reference it from the block directly if you prefer." },
-  { question: "What naming convention should I use?", answer: "Descriptive names in camelCase or snake_case. Names are case-sensitive, so be consistent." },
-  { question: "Can I use block outputs to set a variable?", answer: "Yes. Reference any earlier output in an assignment, such as customerEmail = <api.email>, or increment a counter from its current value." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/blocks/wait.mdx b/apps/docs/content/docs/workflows/blocks/wait.mdx
index db2a59d6acd..a077c9b2cc9 100644
--- a/apps/docs/content/docs/workflows/blocks/wait.mdx
+++ b/apps/docs/content/docs/workflows/blocks/wait.mdx
@@ -3,9 +3,7 @@ title: Wait
 description: The Wait block pauses a workflow for a set time before continuing.
 ---
 
-import { Callout } from 'fumadocs-ui/components/callout'
 import { BlockPreview, WorkflowPreview, WAIT_RATELIMIT_WORKFLOW, WAIT_FOLLOWUP_WORKFLOW } from '@/components/workflow-preview'
-import { FAQ } from '@/components/ui/faq'
 
 The **Wait block** pauses a workflow for a set time, then continues. Use it to space out actions, respect API rate limits, or give an external system time to finish. A short wait runs in line; a long one suspends the run and resumes later.
 
@@ -52,11 +50,3 @@ With Async on, the run suspends for two days and resumes to send the follow-up,
 - **Use a short in-line wait for seconds to a few minutes.** Turn on Async for hours or days so the run doesn't stay open the whole time.
 - **Remember waits extend the run.** The wait counts toward total duration, which shows in the logs.
 - **A wait is cancellable.** Stopping the run cancels an active wait, and `status` reports `cancelled`.
-
-<FAQ items={[
-  { question: "What is the maximum wait time?", answer: "An in-line (synchronous) wait is capped at 5 minutes. For longer delays, turn on Async: the run suspends and resumes after the delay, so a wait can run for minutes, hours, or days." },
-  { question: "Can a Wait block be cancelled?", answer: "Yes. Waits are interruptible by workflow cancellation. If the run is stopped while a Wait is active, the wait is cancelled and the status output reads 'cancelled'." },
-  { question: "What is the difference between a sync and an async wait?", answer: "A sync wait (Async off) sleeps in line for up to 5 minutes while the execution stays open. An async wait (Async on) suspends the run and resumes after minutes, hours, or days, recording the resume time in <wait.resumeAt>." },
-  { question: "Does the Wait block consume resources while paused?", answer: "An in-line wait performs a simple sleep and does not actively use compute, though the execution stays open. An async wait suspends the run entirely, so nothing is held open until it resumes." },
-  { question: "What outputs does the Wait block provide?", answer: "waitDuration (the wait in milliseconds), status ('waiting', 'completed', or 'cancelled'), and resumeAt (the ISO timestamp an async wait resumes at)." },
-]} />
diff --git a/apps/docs/content/docs/workflows/blocks/webhook.mdx b/apps/docs/content/docs/workflows/blocks/webhook.mdx
index fdc129788aa..904cdaf866a 100644
--- a/apps/docs/content/docs/workflows/blocks/webhook.mdx
+++ b/apps/docs/content/docs/workflows/blocks/webhook.mdx
@@ -5,7 +5,6 @@ description: The Webhook block sends an HTTP POST to an external endpoint, with
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { BlockPreview, WorkflowPreview, WEBHOOK_NOTIFY_WORKFLOW, WEBHOOK_TRIGGER_WORKFLOW } from '@/components/workflow-preview'
-import { FAQ } from '@/components/ui/faq'
 
 The Webhook block sends HTTP POST requests to external webhook endpoints with automatic webhook headers and optional HMAC signing.
 
@@ -81,11 +80,3 @@ When the Condition passes, the Webhook starts a process in another system.
 <Callout>
 The Webhook block always uses POST. For other HTTP methods or more control, use the [API block](/workflows/blocks/api).
 </Callout>
-
-<FAQ items={[
-  { question: "Can I use HTTP methods other than POST?", answer: "No. The Webhook block always sends POST requests. If you need GET, PUT, DELETE, or PATCH, use the API block instead, which supports all standard HTTP methods." },
-  { question: "How does HMAC payload signing work?", answer: "When you provide a signing secret, the block generates an HMAC-SHA256 signature of the payload and includes it in the X-Webhook-Signature header in the format t=timestamp,v1=signature. The receiver can verify by computing HMAC-SHA256(secret, \"timestamp.body\") and comparing with the v1 value." },
-  { question: "What headers are added automatically?", answer: "Every webhook request automatically includes Content-Type (application/json), X-Webhook-Timestamp (Unix timestamp in milliseconds), X-Delivery-ID (unique UUID), and Idempotency-Key (same as X-Delivery-ID for deduplication)." },
-  { question: "Can custom headers override the automatic ones?", answer: "Yes. Any custom headers you define in the Additional Headers section will override automatic headers that share the same name." },
-  { question: "How is the Webhook block different from the API block?", answer: "The Webhook block is purpose-built for webhook delivery: it is POST-only, automatically adds webhook-specific headers (timestamp, delivery ID, idempotency key), and supports optional HMAC signing. The API block is more general-purpose with support for all HTTP methods, query parameters, and configurable retries." },
-]} />
diff --git a/apps/docs/content/docs/workflows/blocks/workflow.mdx b/apps/docs/content/docs/workflows/blocks/workflow.mdx
index 5af492b86c4..a94f885dfc1 100644
--- a/apps/docs/content/docs/workflows/blocks/workflow.mdx
+++ b/apps/docs/content/docs/workflows/blocks/workflow.mdx
@@ -11,12 +11,12 @@ import { BlockPreview, WorkflowPreview, WORKFLOW_CALL_WORKFLOW } from '@/compone
 
 <BlockPreview type="workflow" />
 
-Drop a Workflow block when you want to call a child workflow as part of a larger flow. The block runs the latest deployed version of that workflow, waits for it to finish, and then continues with the parent.
+Drop a Workflow block when you want to call a child workflow as part of a larger flow. The block waits for the child to finish before continuing. An editor run uses the child's draft; a deployed parent run uses the child's active deployment.
 
 ## Configure It
 
 1. **Pick a workflow** from the dropdown (self-references are blocked to prevent loops).
-2. **Map inputs**: If the child workflow has an Input Form trigger, you'll see each field and can connect parent variables. The mapped values are what the child receives.
+2. **Map inputs**: The child workflow's Start fields appear in **Input Mapping**. Map parent values to them; the child reads each named field as `<start.fieldName>`.
 
 <div className='flex justify-center my-6'>
   <Image
@@ -46,17 +46,17 @@ The parent passes its input to the child workflow `enrich-lead`, waits for it to
 The Workflow block displays a deployment status badge to help you track whether the child workflow is ready to execute:
 
 - **Deployed** – The child workflow has been deployed and is ready to use. The block will execute the current deployed version.
-- **Undeployed** – The child workflow has never been deployed. You must deploy it before the Workflow block can execute it.
+- **Undeployed** – The child has no active deployment. Deploy it before invoking it from a deployed parent; editor runs can use its draft.
 - **Redeploy** – Changes have been detected in the child workflow since the last deployment. Click the badge to redeploy the child workflow with the latest changes.
 
 <Callout type="warn">
-The Workflow block always executes the most recent deployed version of the child workflow, not the editor version. Make sure to redeploy after making changes to ensure the block uses the latest logic.
+Before deploying the parent, deploy the child. Redeploy the child after editing it for deployed parent runs to pick up those changes.
 </Callout>
 
 ## Execution Notes
 
 - Child workflows run in the same workspace context, so environment variables and tools carry over.
-- The block uses deployment versioning: any API, schedule, webhook, manual, or chat execution calls the deployed snapshot. Redeploy the child when you change it.
+- Child workflows inherit the parent's execution context: editor runs use the child draft; deployed runs use its active snapshot.
 - If the child fails, the block raises an error unless you handle it downstream.
 
 <Callout>
@@ -67,9 +67,5 @@ import { FAQ } from '@/components/ui/faq'
 
 <FAQ items={[
   { question: "Can a workflow call itself recursively?", answer: "No. The workflow selector blocks self-references to prevent infinite loops. Additionally, Sim tracks the call chain across nested executions using an internal header and enforces a maximum call chain depth of 25 hops. If the limit is exceeded, the execution is rejected with a 409 error." },
-  { question: "What is the maximum nesting depth for sub-workflows?", answer: "The maximum call chain depth is 25. This means workflow A can call B, which calls C, and so on up to 25 levels deep. This limit applies across all chained calls, not just direct parent-child relationships." },
-  { question: "Does the Workflow block use the deployed or draft version of the child workflow?", answer: "The child workflow inherits the execution context of the parent. If the parent is running in a deployed context (API, schedule, webhook), the child also uses its deployed version. If the parent is running in draft mode (manual run from the editor), the child also uses its draft state. This lets you test nested workflows end-to-end before deploying." },
-  { question: "How do I pass data to a child workflow?", answer: "Use the Inputs field on the Workflow block. If the child workflow has an Input Form trigger, each field appears in the block configuration and you can map parent variables to them. The mapped values are available as start.input in the child workflow." },
-  { question: "What outputs does the Workflow block return?", answer: "The block returns a success boolean, the child workflow's result (its final response output), the child workflow's name and ID, and an error message if the run failed. You can reference these outputs from downstream blocks using the tag syntax." },
   { question: "What happens if the child workflow fails?", answer: "The Workflow block raises an error that propagates to the parent workflow. If you need to handle failures gracefully, connect an error path from the Workflow block to a downstream block that processes the error." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/connections.mdx b/apps/docs/content/docs/workflows/connections.mdx
index 0fda939ff93..2a9437d3741 100644
--- a/apps/docs/content/docs/workflows/connections.mdx
+++ b/apps/docs/content/docs/workflows/connections.mdx
@@ -5,9 +5,7 @@ description: The syntax for referencing an earlier block's output and the shape
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Video } from '@/components/ui/video'
-import { FAQ } from '@/components/ui/faq'
 
 A **connection** wires one block to the next and sets the order they run in. [How blocks pass data](/workflows/data-flow) covers the concept: once a block runs, its output is remembered under the block's name, and any later block reads it by reference. This page is the reference for the **connection tag** syntax and the output shapes you'll reach into.
 
@@ -101,7 +99,8 @@ A tag's path depends on what the source block produced. These are the standard s
     ```json
     {
       "result": "Function return value",
-      "stdout": "Console output"
+      "stdout": "Console output",
+      "files": []
     }
     ```
 
@@ -141,7 +140,7 @@ A tag's path depends on what the source block produced. These are the standard s
   <Tab>
     ```json
     {
-      "content": "Evaluation summary",
+      "content": "The original content being evaluated",
       "model": "claude-sonnet-4-6",
       "tokens": { "input": 120, "output": 85, "total": 205 },
       "metric1": 8.5,
@@ -149,25 +148,8 @@ A tag's path depends on what the source block produced. These are the standard s
     }
     ```
 
-    `content` summarizes the evaluation. Each metric you defined appears as its own field with a numeric score.
+    `content` contains the original input that was evaluated. Each metric you defined appears as its own field with a numeric score.
   </Tab>
 </Tabs>
 
 A Function's `result`, an API's `data`, and an Agent with a response format all return whatever your code, the remote service, or your schema produced, so check the output panel during development to confirm the path you're referencing.
-
-<FAQ items={[
-  { question: "How are tag references resolved at runtime?", answer: "The executor matches each angle-bracket reference against resolvers in a fixed order: loop and parallel context, then workflow variables, then block outputs. The first resolver that recognizes the reference handles it, and an unmatched reference is left in place unsubstituted." },
-  { question: "Does the block name in a tag need to match exactly?", answer: "Names are normalized before matching — lowercased, spaces removed — so <My Agent.content> and <myagent.content> resolve to the same block. The field path after the block name is case-sensitive." },
-  { question: "Can I reference environment variables with angle brackets?", answer: "No. Environment variables use double-brace syntax, {{MY_VAR}}, and resolve separately. Angle brackets read block outputs, workflow variables, and loop or parallel context. See the variables reference for both syntaxes." },
-  { question: "What happens if I reference a block that didn't run?", answer: "If the block was on a branch that wasn't taken, the reference resolves to an empty value — an empty string in most blocks, null in Function blocks. Check the failed block's Input tab in the logs to see what a reference actually resolved to." },
-  { question: "Can I access array elements inside a tag?", answer: "Yes. Use bracket indices in the path, like <api1.data.users[0].name>. Multiple levels of indexing such as items[0][1] work as well." },
-  { question: "Why does the same tag render differently in a Function block?", answer: "Function blocks receive resolved values as code literals — strings quoted, objects as JSON, null as null — so they drop straight into JavaScript or Python. In other blocks, objects are JSON-stringified and primitives become plain strings." },
-]} />
-
-## Next
-
-<Cards>
-  <Card title="How blocks pass data" href="/workflows/data-flow" description="What an output is and how blocks reference earlier ones." />
-  <Card title="How workflows run" href="/workflows/how-it-runs" description="Execution order, branches, and error paths." />
-  <Card title="Blocks" href="/workflows#blocks" description="What each block outputs in full." />
-</Cards>
diff --git a/apps/docs/content/docs/workflows/data-flow.mdx b/apps/docs/content/docs/workflows/data-flow.mdx
index 3598d91b7ef..9e233893bfc 100644
--- a/apps/docs/content/docs/workflows/data-flow.mdx
+++ b/apps/docs/content/docs/workflows/data-flow.mdx
@@ -4,10 +4,9 @@ description: What a block's output is, how blocks reference earlier outputs, and
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import { WorkflowPreview, OutputBundle, CLASSIFY_REPLY_WORKFLOW } from '@/components/workflow-preview'
 
-Most blocks need a value that an earlier block produced. A block gets it by referencing that block's output by name. This page covers three things: what an output is and where it lives, how a block references one, and the types of values you'll find inside.
+Most blocks need a value that an earlier block produced. A block gets it by referencing that block's output by name.
 
 <WorkflowPreview workflow={CLASSIFY_REPLY_WORKFLOW} height={180} />
 
@@ -41,7 +40,7 @@ An output is usually a set of named values, not a single thing. You read one by
 Different blocks produce different values. An [Agent](/workflows/blocks/agent) keeps its `content`; an [API](/workflows/blocks/api) keeps the `data` it received; a Table block keeps a `rowCount` and the rows it read, reached with `<table1.rowCount>`.
 
 <Callout type="info">
-A block's output is not the same as the **workflow's** output. Every block has its own, kept under its own name. The workflow's output is simply one of them: whatever the last block produced.
+A block's output is not the same as the **workflow's** output. Every block has its own, kept under its own name. By default, the workflow returns its last block's output. A [Response block](/workflows/blocks/response) or a deployment's selected outputs can shape what the caller receives.
 </Callout>
 
 ## How a block references an output
@@ -67,11 +66,4 @@ Each value inside an output has a type, shown next to it in the output panel. Th
 
 A file shows up as an `object` carrying the file's details, like its name and URL. When a value isn't the type the next step needs, reshape it in a [Function](/workflows/blocks/function) block, which runs a short snippet of code and stores the result as its own output.
 
-## Next
-
-<Cards>
-  <Card title="How workflows run" href="/workflows/how-it-runs" description="Execution order, concurrency, and branches." />
-  <Card title="Connection tags" href="/workflows/connections" description="The reference syntax in full." />
-  <Card title="Blocks" href="/workflows#blocks" description="What each block outputs." />
-  <Card title="Logs & debugging" href="/logs-debugging" description="Inspect what every block received and returned." />
-</Cards>
+See [connection tags](/workflows/connections) for reference syntax, and [Logs](/logs-debugging) to inspect the values a block received.
diff --git a/apps/docs/content/docs/workflows/deployment/agent-events.mdx b/apps/docs/content/docs/workflows/deployment/agent-events.mdx
index aa14fdbc1e6..f49d278d6d5 100644
--- a/apps/docs/content/docs/workflows/deployment/agent-events.mdx
+++ b/apps/docs/content/docs/workflows/deployment/agent-events.mdx
@@ -4,7 +4,6 @@ description: Protocol for streaming thinking and tool lifecycle from Agent block
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
 Agent blocks can emit more than answer text while they run: **provider-exposed thinking** (or reasoning summaries) and a **tool-call lifecycle** (name + status). Sim delivers those as typed events on an opt-in stream protocol.
 
@@ -21,7 +20,7 @@ Agent events are governed by two things that do not depend on each other.
 | Surface | Policy source |
 |---------|---------------|
 | Deployed chat (`/api/chat/{identifier}`) | The chat deployment's **Thinking** and **Tool calls** toggles |
-| Workflow API (`/api/workflows/{id}/execute`) | Per-request `includeThinking` / `includeToolCalls` in the body |
+| Workflow API (`/api/v2/workflows/{id}/execute`) | Per-request `includeThinking` / `includeToolCalls` in the body |
 
 **The header declares the protocol version.** Sending it says the client understands v1 framing:
 
@@ -31,7 +30,7 @@ X-Sim-Stream-Protocol: agent-events-v1
 
 It does two things. It switches answer text to live token-by-token `chunk` frames that `chunk_reset` can retract, and it is **required** for any `thinking` or `tool` frame — a client that never declared a version has no contract for their shape, so it keeps the text-only stream it already understands.
 
-Omitting the header is always valid and always safe: you get settled final-turn text and no agent-event frames, which is what every pre-existing integration receives. The response echoes the header back when the protocol was negotiated.
+When both event flags are false, you can omit the header to receive settled final-turn text without agent-event frames. The response echoes the header back when the protocol was negotiated.
 
 The header alone exposes nothing, so a chat with both policies off still streams token by token.
 
@@ -42,7 +41,7 @@ On the workflow API, setting `includeThinking` or `includeToolCalls` **without**
 ### Workflow API
 
 ```bash
-curl -N https://sim.ai/api/workflows/{id}/execute \
+curl -N https://sim.ai/api/v2/workflows/{id}/execute \
   -H "X-API-Key: $SIM_API_KEY" \
   -H "Content-Type: application/json" \
   -H "X-Sim-Stream-Protocol: agent-events-v1" \
@@ -107,9 +106,9 @@ In **Deploy → Chat**, enable **Include thinking** for provider-exposed thinkin
 
 Tool arguments and results are never exposed to a public chat — not in lifecycle frames, and not through the terminal `final` envelope, where the block's own tool calls are reduced to the same name-and-lifecycle shape. The authenticated workflow API still returns full tool results. Redeploy or update the chat after changing Agent models or tools.
 
-## Capability honesty (high level)
+## Provider support
 
-Per-model support is generated from the model registry on the [Agent block page](/docs/workflows/blocks/agent#streamed-thinking-and-tool-calls); the table below summarizes by provider family.
+Per-model support is generated from the model registry on the [Agent block page](/workflows/blocks/agent#streamed-thinking-and-tool-calls); the table below summarizes by provider family.
 
 | Family | Thinking | Live tools |
 |--------|----------|------------|
@@ -133,7 +132,7 @@ A conforming client owes the stream four things:
 ```ts
 type Frame = Record<string, unknown>
 
-async function consume(response: Response) {
+async function consume(response: Response, renderToolChip: (frame: Frame) => void) {
   const reader = response.body!.getReader()
   const decoder = new TextDecoder()
   const answers = new Map<string, string>()
@@ -155,6 +154,7 @@ async function consume(response: Response) {
 
       const frame = JSON.parse(payload) as Frame | string
       if (frame === '[DONE]') return { answers, thinking }
+      if (typeof frame === 'string') continue
 
       const { blockId, event } = frame as { blockId?: string; event?: string }
 
@@ -183,15 +183,11 @@ Unknown `event` values should be ignored rather than treated as errors — that
 
 ## Example (public chat)
 
-<Tabs items={['cURL']}>
-  <Tab value="cURL">
 ```bash
 curl -N -X POST 'http://localhost:3000/api/chat/your-slug' \
   -H 'Content-Type: application/json' \
   -H 'X-Sim-Stream-Protocol: agent-events-v1' \
   -d '{"input":"Think briefly, then say hi"}'
 ```
-  </Tab>
-</Tabs>
 
-See also [Chat deployment](/docs/workflows/deployment/chat) for access control and the event settings.
+See also [Chat deployment](/workflows/deployment/chat) for access control and the event settings.
diff --git a/apps/docs/content/docs/workflows/deployment/api.mdx b/apps/docs/content/docs/workflows/deployment/api.mdx
index 3e3c669372f..aaa272807a1 100644
--- a/apps/docs/content/docs/workflows/deployment/api.mdx
+++ b/apps/docs/content/docs/workflows/deployment/api.mdx
@@ -257,7 +257,7 @@ curl -N -X POST https://sim.ai/api/v2/workflows/{workflow-id}/execute \
 
 The `X-Sim-Stream-Protocol` header is **required** whenever either flag is set — it declares that your client understands agent-event framing. Setting a flag without it returns `400` rather than silently ignoring the flag. The header also switches answer text to live token-by-token delivery that `chunk_reset` can retract.
 
-Both flags default to `false` and the header is optional on its own, so existing integrations keep the exact frames they receive today. Tool frames carry the tool name and status only; arguments and results arrive in the terminal `final` envelope. Not every model exposes thinking. See [Agent stream events](/docs/workflows/deployment/agent-events) for the frame shapes, a reference client, and per-provider support.
+Both flags default to `false` and the header is optional on its own, so existing integrations keep the exact frames they receive today. Tool frames carry the tool name and status only; arguments and results arrive in the terminal `final` envelope. Not every model exposes thinking. See [Agent stream events](/workflows/deployment/agent-events) for the frame shapes, a reference client, and per-provider support.
 
 #### Oversized outputs
 
@@ -356,7 +356,7 @@ curl "https://sim.ai/api/v2/workflows/{workflow-id}/runs/{runId}?includeOutput=t
 | `failed` | Execution failed — `error` field contains the message |
 | `cancelled` | Execution was cancelled |
 
-Poll the `statusUrl` from the initial response until the status is `completed` or `failed`.
+Poll the `statusUrl` from the initial response until the status is `completed`, `failed`, or `cancelled`. A `paused` run is waiting to be resumed.
 
 #### Execution Time Limits
 
@@ -402,12 +402,6 @@ API calls are subject to rate limits based on your plan. Rate limit details are
 For detailed rate limit information and the logs/webhooks API, see [External API](/api-reference/getting-started).
 
 <FAQ items={[
-  { question: "What is the difference between the General tab and the API tab?", answer: "The General tab manages your deployment lifecycle — deploying, updating, rolling back, and viewing version history. The API tab gives you ready-to-use code samples and lets you configure the endpoint's description and access mode." },
   { question: "Can I deploy the same workflow as both an API and a chat?", answer: "Yes. A workflow can be simultaneously deployed as an API, chat, MCP tool, and more. Each deployment type runs against the same active snapshot." },
-  { question: "How do I choose between sync, streaming, and async?", answer: "Use sync for quick workflows that finish in seconds. Use streaming when you want to show progressive output to users as it's generated. Use async for long-running workflows where holding a connection open isn't practical." },
-  { question: "How do I select multiple outputs for streaming?", answer: "Open the Select outputs dropdown in the API tab and check each output field you want to stream. You can choose fields from multiple blocks. The selected fields are reflected as an array in the selectedOutputs request body parameter." },
-  { question: "Can I stream an Agent block's thinking and tool calls over the API?", answer: "Yes. Set includeThinking and/or includeToolCalls to true in the request body and send the X-Sim-Stream-Protocol: agent-events-v1 header, which declares that your client understands agent-event framing. Setting a flag without the header returns 400 rather than silently ignoring it. Both flags default to false, so existing integrations are unaffected. Thinking arrives as thinking frames and tool lifecycle as tool frames carrying name and status only — tool arguments and results stay in the final envelope." },
-  { question: "How does Promote to live work?", answer: "Promote to live sets an older version as the active deployment without creating a new version. Subsequent API calls immediately run against the promoted snapshot. This is the fastest way to roll back to a previous state." },
-  { question: "How long are async job results available?", answer: "Completed and failed job results are retained for 24 hours. After that, the status endpoint returns 404. Retrieve and store results on your end if you need them longer." },
   { question: "What happens if my API key is compromised?", answer: "Revoke the key immediately in Settings → Sim Keys and generate a new one. Revoked keys stop working instantly." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/deployment/chat.mdx b/apps/docs/content/docs/workflows/deployment/chat.mdx
index 7f092b624d4..404dfc509da 100644
--- a/apps/docs/content/docs/workflows/deployment/chat.mdx
+++ b/apps/docs/content/docs/workflows/deployment/chat.mdx
@@ -32,7 +32,7 @@ Configure the following fields, then click **Launch Chat**:
 | **Output** | Output fields from your workflow blocks returned as the chat response. At least one must be selected. |
 | **Welcome Message** | Greeting shown before the user sends their first message. Defaults to `"Hi there! How can I help you today?"`. |
 | **Access Control** | Controls who can access the chat. See [Access Control](#access-control) below. |
-| **Include thinking** | When enabled, the hosted chat can show provider-exposed thinking. Requires the chat client to send `X-Sim-Stream-Protocol: agent-events-v1` (the hosted UI always does). Default is off. See [Agent stream events](/docs/workflows/deployment/agent-events). |
+| **Include thinking** | When enabled, the hosted chat can show provider-exposed thinking. Requires the chat client to send `X-Sim-Stream-Protocol: agent-events-v1` (the hosted UI always does). Default is off. See [Agent stream events](/workflows/deployment/agent-events). |
 | **Include tool calls** | When enabled, the hosted chat can show tool names and lifecycle status independently of thinking. Tool arguments and results are never exposed. Requires the same stream protocol header and defaults to off. |
 
 ### Output Selection
@@ -111,7 +111,7 @@ const decoder = new TextDecoder();
 while (true) {
   const { done, value } = await reader!.read();
   if (done) break;
-  console.log(decoder.decode(value));
+  console.log(decoder.decode(value, { stream: true }));
 }
 ```
   </Tab>
@@ -177,10 +177,6 @@ curl -X POST https://www.sim.ai/api/chat/your-slug \
 **Responses not updating after workflow changes** — Chat uses the active deployment snapshot. Publish a new deployment from the Deploy modal to pick up your latest changes.
 
 <FAQ items={[
-  { question: "How is chat different from API deployment?", answer: "API deployment exposes your workflow as a REST endpoint for programmatic use. Chat wraps the workflow in a hosted conversational UI with streaming, file uploads, voice input, and access control — no application code required to use it." },
-  { question: "Which output field should I select?", answer: "For workflows built around Agent blocks, select the content field from the final Agent block — this streams the agent's text response to the user. You can select multiple fields if your workflow produces structured output you want to expose." },
-  { question: "How does conversation history work?", answer: "Each message triggers a new workflow execution. The full conversation history — all prior user messages and assistant responses — is passed as context so your workflow can maintain continuity across turns." },
   { question: "How does email OTP authentication work?", answer: "When a user opens an email-protected chat, they enter their email address. If it matches the allowed list, Sim sends a 6-digit OTP to that address. The user enters the code, and a session cookie is set for the duration of their visit." },
-  { question: "Is there a message length limit?", answer: "There is no hard limit on message length. Very long messages may impact response time depending on your workflow's model context window." },
-  { question: "Can I use chat with any workflow?", answer: "Yes, any workflow can be deployed as a chat. The chat sends the user's message as the workflow input and streams the selected block outputs back as the response." },
+  { question: "Is there a message length limit?", answer: "The chat API accepts up to 1,000,000 characters in a message. The selected model's context window may impose a smaller practical limit." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/deployment/index.mdx b/apps/docs/content/docs/workflows/deployment/index.mdx
index 87faaa95811..332f55a515f 100644
--- a/apps/docs/content/docs/workflows/deployment/index.mdx
+++ b/apps/docs/content/docs/workflows/deployment/index.mdx
@@ -1,16 +1,12 @@
 ---
-title: Overview
+title: Deploy Workflows
 description: How a workflow becomes an operational system that outside callers can run, with versioned snapshots and rollback.
 ---
 
-import { Callout } from 'fumadocs-ui/components/callout'
 import { Card, Cards } from 'fumadocs-ui/components/card'
+import { Image } from '@/components/ui/image'
 
-A deployment is a published version of a [workflow](/workflows) that outside callers can run. While you build, a workflow lives on your canvas as a draft only you can run. Deploying publishes a fixed copy of that draft and gives it an address: a REST endpoint, a chat page, or a set of [MCP](/workflows/deployment/mcp) tools. Each is a **surface**, a channel callers reach the same published workflow through.
-
-Like publishing a book, building and deploying are separate acts. You draft and revise freely on the canvas. When you click **Deploy**, Sim prints a fixed edition. Readers get that edition, not your latest draft, until you publish a new one. You can always go back to an earlier printing.
-
-{/* VISUAL: lifecycle diagram. Draft (canvas, editable) → Deploy → v1 (live snapshot) → edit canvas → Update → v2 (live) → Promote to live → v1 (live again). Show the snapshot is frozen while the draft keeps moving. */}
+A deployment is a published version of a [workflow](/workflows) that outside callers can run. While you build, a workflow lives on your canvas as a draft you can run from the editor. Deploying publishes a fixed copy of that draft and gives it an address: a REST endpoint, a chat page, or a set of [MCP](/workflows/deployment/mcp) tools. Each is a **surface**, a channel callers reach the same published workflow through.
 
 ## The deployment model
 
@@ -22,7 +18,7 @@ A **snapshot** is an immutable copy of your workflow taken at the moment you dep
 
 Each snapshot is recorded as a numbered **version** (v1, v2, and so on) in the Versions table, tagged with who deployed it and when. Versions are independent: one is live at a time, marked with a green dot, and the rest stay available to rename, describe, load back to the canvas, or promote. You publish v1 with **Deploy** and every later **Update** adds the next version.
 
-{/* VISUAL: Versions table. Rows v2 (live, green dot) and v1, with the context menu (⋮) open showing Rename, Add description, Promote to live, Load deployment. */}
+<Image src="/static/api-deployment/api-versions-menu.png" alt="Versions table with v2 live and the v1 menu open on Promote to live" width={700} height={303} />
 
 ### Live version
 
@@ -36,47 +32,16 @@ After you change the canvas on a deployed workflow, an **Update deployment** bad
 
 **Promote to live** makes an earlier version the live one again. It is the fast path for rollback: if a new deployment misbehaves, promote the last known-good version to restore it instantly. Promoting reuses an existing snapshot, so it does not create a new version.
 
-<Callout type="info">
-Editing the canvas never changes what is live. The live snapshot only moves when you click **Update** (publish a new version) or **Promote to live** (restore an earlier one), and both of those are deliberate actions you take.
-</Callout>
+
 
 ## The surfaces
 
 Every surface runs the same live snapshot. You manage them from the tabs of the deploy modal.
 
-The most common surface is the **API**. Once deployed, your workflow answers at:
-
-```
-POST https://sim.ai/api/workflows/{workflow-id}/execute
-```
-
-Send an object in the request body matching the workflow's [Input Format](/workflows/triggers/start). The response is an object holding the [block outputs](/workflows#blocks) and execution metadata.
-
-```bash
-curl -X POST https://sim.ai/api/workflows/{workflow-id}/execute \
-  -H "X-API-Key: $SIM_API_KEY" \
-  -H "Content-Type: application/json" \
-  -d '{ "input": "Refund request from customer #4821" }'
-```
-
-{/* VISUAL: deploy modal tab bar. General · API · MCP · Chat. */}
-
 <Cards>
   <Card title="API" href="/workflows/deployment/api" description="A REST endpoint any application can call, with sync, streaming, and async modes." />
   <Card title="Chat" href="/workflows/deployment/chat" description="A shareable conversational page that keeps conversation history." />
   <Card title="MCP" href="/workflows/deployment/mcp" description="Expose the workflow as tools an external AI assistant can call." />
 </Cards>
 
-## Versioning in practice
-
-Treat the live version as production and the canvas as staging. Run the workflow on the canvas until it behaves, then **Deploy** or **Update** to publish. Callers keep hitting the previous snapshot until the new version goes live, so there is no half-deployed state. If a new version causes trouble, **Promote to live** the previous one to roll back at once, then fix the draft and update again when it is ready. The [logs](/logs-debugging) record every run against every version, so you can confirm which snapshot a given execution used.
-
-## Next
-
-<Cards>
-  <Card title="Deploy as API" href="/workflows/deployment/api" description="Endpoint, auth, execution modes, and version control." />
-  <Card title="Deploy as Chat" href="/workflows/deployment/chat" description="A conversational interface for your workflow." />
-  <Card title="Deploy as MCP" href="/workflows/deployment/mcp" description="Make your workflow a tool for external AI assistants." />
-  <Card title="Triggers" href="/workflows/triggers/start" description="Define the input a deployed workflow expects." />
-  <Card title="Logs & debugging" href="/logs-debugging" description="Trace every run, block by block." />
-</Cards>
+Open [Logs](/logs-debugging) to confirm which deployment version a run used.
diff --git a/apps/docs/content/docs/workflows/deployment/mcp.mdx b/apps/docs/content/docs/workflows/deployment/mcp.mdx
index 17edf1302d7..9da8a9c5820 100644
--- a/apps/docs/content/docs/workflows/deployment/mcp.mdx
+++ b/apps/docs/content/docs/workflows/deployment/mcp.mdx
@@ -6,9 +6,8 @@ description: Expose your workflows as MCP tools for external AI assistants and a
 import { Image } from '@/components/ui/image'
 import { Video } from '@/components/ui/video'
 import { Callout } from 'fumadocs-ui/components/callout'
-import { FAQ } from '@/components/ui/faq'
 
-Deploy your workflows as MCP tools to make them accessible to external AI assistants like Claude Desktop, Cursor, and other MCP-compatible clients. This turns your workflows into callable tools that can be invoked from anywhere.
+Deploy your workflows as MCP tools to make them accessible to external AI assistants like Claude Desktop, Cursor, and other MCP-compatible clients.
 
 ## Creating and Managing MCP Servers
 
@@ -152,7 +151,7 @@ url = "YOUR_SERVER_URL"
 env_http_headers = { "X-API-Key" = "SIM_API_KEY" }
 ```
 
-Set the `SIM_API_KEY` environment variable before starting Codex. The ChatGPT desktop app, Codex CLI, and Codex IDE extension share this configuration.
+Set the `SIM_API_KEY` environment variable before starting Codex.
 
 ### Claude Code
 
@@ -183,8 +182,9 @@ Add to your VS Code MCP settings (`.vscode/mcp.json`):
 
 ```json
 {
-  "mcpServers": {
+  "servers": {
     "my-sim-workflows": {
+      "type": "stdio",
       "command": "npx",
       "args": ["-y", "mcp-remote", "YOUR_SERVER_URL", "--header", "X-API-Key:$SIM_API_KEY"]
     }
@@ -210,16 +210,7 @@ From the server detail view in **Settings → MCP Servers**, you can:
 - **Remove tools**: Remove workflows from the server
 - **Delete server**: Remove the entire server and all its tools
 
-## How It Works
-
-When an MCP client calls your tool:
-
-1. The request is received at your MCP server URL
-2. Sim validates the request and maps parameters to workflow inputs
-3. The deployed workflow executes with the provided inputs
-4. Results are returned to the MCP client
-
-Workflows execute using the same deployment version as API calls, ensuring consistent behavior.
+MCP tools execute the workflow's active deployment, just like API calls.
 
 ## Permission Requirements
 
@@ -229,12 +220,3 @@ Workflows execute using the same deployment version as API calls, ensuring consi
 | Add workflows to servers | **Write** or **Admin** |
 | View MCP servers | **Read**, **Write**, or **Admin** |
 | Delete MCP servers | **Admin** |
-
-<FAQ items={[
-  { question: "Does my workflow need to be deployed before adding it as an MCP tool?", answer: "Yes. Only deployed workflows can be added as MCP tools. The MCP tool executes the same deployment version as API calls, ensuring consistent behavior between both access methods." },
-  { question: "What MCP protocol does Sim implement?", answer: "Sim implements the standard MCP protocol using the official @modelcontextprotocol/sdk types, supporting JSON-RPC 2.0 messages including tools/list and tools/call methods. It handles both requests and notifications per the MCP specification." },
-  { question: "How do I authenticate MCP client connections?", answer: "Include your API key in the X-API-Key header when connecting via mcp-remote or other HTTP-based MCP transports. The server validates authentication using hybrid auth that supports both session-based and API key-based access." },
-  { question: "Can I add the same workflow to multiple MCP servers?", answer: "Yes. When configuring a workflow as an MCP tool, you can select multiple MCP servers to add it to. Each server exposes its own URL, so you can organize tools into different servers for different use cases or clients." },
-  { question: "What naming conventions should I follow for tool names?", answer: "Use lowercase letters, numbers, and underscores only. The name should be descriptive and follow MCP naming conventions, such as search_documents or send_email. This helps AI assistants understand and correctly invoke your tools." },
-  { question: "How are workflow inputs mapped to MCP tool parameters?", answer: "Your workflow's input format fields automatically become MCP tool parameters. Each parameter's description defaults to the description set on that input in the Start block, and you can override it per tool in the MCP configuration to help AI assistants understand what values to provide." },
-]} />
diff --git a/apps/docs/content/docs/workflows/deployment/meta.json b/apps/docs/content/docs/workflows/deployment/meta.json
index 037c70ba33a..dc71f9ac69d 100644
--- a/apps/docs/content/docs/workflows/deployment/meta.json
+++ b/apps/docs/content/docs/workflows/deployment/meta.json
@@ -1,4 +1,4 @@
 {
   "title": "Deployment",
-  "pages": ["index", "api", "chat", "agent-events", "mcp"]
+  "pages": ["api", "chat", "agent-events", "mcp"]
 }
diff --git a/apps/docs/content/docs/workflows/how-it-runs.mdx b/apps/docs/content/docs/workflows/how-it-runs.mdx
index d660f81493e..ef3e1915b6f 100644
--- a/apps/docs/content/docs/workflows/how-it-runs.mdx
+++ b/apps/docs/content/docs/workflows/how-it-runs.mdx
@@ -4,7 +4,6 @@ description: How Sim orders the blocks, runs independent ones in parallel, and f
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import {
   COMBINATION_WORKFLOW,
   CONCURRENCY_WORKFLOW,
@@ -60,12 +59,3 @@ A synchronous run is capped at **5 minutes on the free plan** and **50 minutes o
 ## Watching a run
 
 While a workflow runs, the editor shows each block's state live: queued, running, done, or errored. Every run is recorded, so you can open the [logs](/logs-debugging) to see what each block received and returned after it finishes.
-
-## Next
-
-<Cards>
-  <Card title="Blocks" href="/workflows#blocks" description="The catalog of block types." />
-  <Card title="How blocks pass data" href="/workflows/data-flow" description="How a block reads an earlier block's output." />
-  <Card title="Triggers" href="/workflows#triggers" description="The ways a workflow can start." />
-  <Card title="Logs & debugging" href="/logs-debugging" description="Inspect and debug a run." />
-</Cards>
diff --git a/apps/docs/content/docs/workflows/index.mdx b/apps/docs/content/docs/workflows/index.mdx
index 2e7017b5ae5..0549aee0ac4 100644
--- a/apps/docs/content/docs/workflows/index.mdx
+++ b/apps/docs/content/docs/workflows/index.mdx
@@ -1,5 +1,5 @@
 ---
-title: Overview
+title: Workflows
 description: A workflow is a visual program made of blocks, a saved procedure your AI systems run.
 ---
 
@@ -20,7 +20,7 @@ Here's a simple one. It takes an incoming customer message, classifies its categ
 
 ### Trigger
 
-A **trigger** is where a workflow begins and what it hands in. Every workflow has exactly one. The [Start](/workflows/triggers/start) trigger takes input directly — from the editor while you build, and from an API call or a chat once deployed. For runs that should start on an event or a timer, you swap in a [webhook](/workflows/triggers/webhook) or [schedule](/workflows/triggers/schedule) trigger, and the downstream blocks don't change.
+A **trigger** is where a workflow begins and what it hands in. A workflow can have multiple triggers, but each run starts from one. The [Start](/workflows/triggers/start) trigger takes input directly — from the editor while you build, and from an API call or a chat once deployed. For runs that should start on an event or a timer, you swap in a [webhook](/workflows/triggers/webhook) or [schedule](/workflows/triggers/schedule) trigger, and the downstream blocks don't change.
 
 <WorkflowPreview workflow={CLASSIFY_WORKFLOW} height={170} highlightBlock="start" />
 
@@ -70,7 +70,7 @@ Two larger families do more specific jobs:
 A trigger decides what starts the run and what input it receives. **Native triggers** need no connected account: [Start](/workflows/triggers/start) (manual, API, or chat), [Schedule](/workflows/triggers/schedule) (a timer), [Webhook](/workflows/triggers/webhook) (any inbound HTTP request), [RSS](/workflows/triggers/rss) (a new feed item), and [Table](/workflows/triggers/table) (a row change in a Sim table). **Integration triggers** fire on an event in a connected service — a GitHub push, a new email — and hand it to the workflow.
 
 <Callout type="info">
-Every trigger runs the active [deployment](/workflows/deployment), so redeploy after changing a workflow for it to pick up the new version.
+Automatic trigger runs use the active [deployment](/workflows/deployment), so redeploy after changing a workflow for those runs to pick up the new version. Editor runs use the draft.
 </Callout>
 
 ## How it runs
@@ -79,17 +79,6 @@ When a workflow runs, blocks execute in dependency order: a block runs as soon a
 
 <Card title="How workflows run" href="/workflows/how-it-runs" description="Execution order, concurrency, branches, and loops." />
 
-## Workflows in context
-
-A workflow is where the rest of the workspace becomes behavior. On their own, tables, knowledge bases, files, and integrations are just resources. Workflows are where they *do* something.
-
-{/* VISUAL: system-context diagram. Sim builds; tables/KBs/files/integrations feed; deployments expose; logs verify. */}
-
-- **Sim** builds and edits workflows in natural language from Chat.
-- **Tables, knowledge bases, files, and integrations** feed data, memory, artifacts, and actions into a workflow.
-- **Deployments** expose a workflow as an API, chat, or MCP server.
-- **Logs** record every run so you can verify what happened, step by step.
-
 ## Next
 
 <Cards>
@@ -100,7 +89,5 @@ A workflow is where the rest of the workspace becomes behavior. On their own, ta
 </Cards>
 
 <FAQ items={[
-  { question: "What is the difference between work blocks and flow blocks?", answer: "Work blocks (Agent, Function, API) transform or generate data. Flow blocks (Condition, Router) decide which path the workflow takes based on the data, without changing it." },
-  { question: "What happens if a block in the middle of a workflow fails?", answer: "The run stops along that path. Blocks that support error handling, like the Router, can route to an error path so you handle the failure instead of halting the whole workflow. Independent paths keep running." },
   { question: "Can one block's output connect to multiple blocks?", answer: "Yes. A single output can feed several blocks, so you can fan data out from one step to multiple paths without duplicating the block." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/meta.json b/apps/docs/content/docs/workflows/meta.json
index 1f231fb6b76..676b70039b6 100644
--- a/apps/docs/content/docs/workflows/meta.json
+++ b/apps/docs/content/docs/workflows/meta.json
@@ -1,7 +1,6 @@
 {
   "title": "Workflows",
   "pages": [
-    "index",
     "how-it-runs",
     "data-flow",
     "connections",
diff --git a/apps/docs/content/docs/workflows/triggers/rss.mdx b/apps/docs/content/docs/workflows/triggers/rss.mdx
index c3041cbc058..77b28fb01de 100644
--- a/apps/docs/content/docs/workflows/triggers/rss.mdx
+++ b/apps/docs/content/docs/workflows/triggers/rss.mdx
@@ -42,10 +42,8 @@ RSS triggers only fire for items published after you save the trigger. Existing
 </Callout>
 
 <FAQ items={[
-  { question: "How often is the RSS feed checked for new items?", answer: "Every minute. On each poll, Sim fetches the feed, compares items against the last checked timestamp and a list of previously seen GUIDs, and runs your workflow only for genuinely new items." },
   { question: "How does the poller avoid processing the same item twice?", answer: "It tracks up to 100 recent item GUIDs and the last checked timestamp. An item is new only if its GUID hasn't been seen and its publication date is after the last check. An idempotency layer also prevents duplicate runs for the same item." },
   { question: "Is there a limit on how many new items are processed per poll?", answer: "Yes — at most 25 new items per poll, newest first. If a feed publishes more than 25 between polls, only the 25 most recent run." },
   { question: "What output fields are available from the RSS trigger?", answer: "title, link, and pubDate as top-level convenience fields, plus a full item object (guid, summary, content, contentSnippet, author, categories, enclosure, isoDate), a feed object (title, link, description), and a processed timestamp." },
   { question: "What happens if the RSS feed is temporarily unreachable?", answer: "A failed fetch increments the consecutive-failure counter. After 100 consecutive failures the trigger auto-disables; any successful poll resets the counter to zero." },
-  { question: "Does the RSS trigger support Atom feeds?", answer: "Yes. The underlying parser supports both RSS and Atom, so a URL of either format works in the Feed URL field." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/triggers/schedule.mdx b/apps/docs/content/docs/workflows/triggers/schedule.mdx
index 911e79ede01..a5cbf538c27 100644
--- a/apps/docs/content/docs/workflows/triggers/schedule.mdx
+++ b/apps/docs/content/docs/workflows/triggers/schedule.mdx
@@ -44,9 +44,7 @@ A schedule is tied to [deployment](/workflows/deployment):
 - **Undeploy** — the schedule is removed
 - **Redeploy** — the schedule is recreated from the current configuration
 
-<Callout>
-A schedule only runs once the workflow is deployed. Configure the trigger, then deploy from the toolbar.
-</Callout>
+
 
 ## Automatic disabling
 
@@ -61,9 +59,6 @@ A Schedule trigger is an entry point only — it can't receive incoming connecti
 </Callout>
 
 <FAQ items={[
-  { question: "Do I need to deploy my workflow for the schedule to start?", answer: "Yes. Schedules are created only when you deploy the workflow. Undeploying removes the schedule, and redeploying recreates it from the current configuration." },
-  { question: "What exactly happens after 100 consecutive failures?", answer: "The schedule is automatically disabled to prevent runaway errors, and a warning badge appears on the block in the editor. Click the badge to reactivate it. The failure counter resets to zero on any successful run." },
-  { question: "Does the schedule support timezones?", answer: "Yes. The configuration includes a timezone, and both cron expressions and simple intervals are evaluated relative to it. It defaults to UTC." },
   { question: "What happens if my scheduled workflow is rate-limited?", answer: "If a run hits a rate limit (HTTP 429), the schedule retries after a 5-minute delay rather than counting it as a failure." },
   { question: "Can I have multiple schedule blocks in one workflow?", answer: "Yes. Deployment creates a separate schedule record for each schedule block, and each runs independently with its own expression and failure counter." },
   { question: "What happens if the workflow is undeployed while a scheduled run is in progress?", answer: "The running workflow completes, but no new runs are triggered. Before each fire, the schedule checks that the workflow is still deployed and the schedule record still exists." },
diff --git a/apps/docs/content/docs/workflows/triggers/sim.mdx b/apps/docs/content/docs/workflows/triggers/sim.mdx
index 4f77b80e2fd..47947f235a6 100644
--- a/apps/docs/content/docs/workflows/triggers/sim.mdx
+++ b/apps/docs/content/docs/workflows/triggers/sim.mdx
@@ -4,7 +4,6 @@ title: Sim Workspace Events
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
-import { FAQ } from '@/components/ui/faq'
 
 The Sim Workspace Events trigger runs a workflow when events happen in your workspace: another workflow's run fails or succeeds, a workflow is deployed, or an alert condition like a latency spike or cost threshold is met. Use it to build side-effect workflows — alerting, escalation, auto-remediation — composed from any blocks (Slack, email, webhooks, custom logic).
 
@@ -78,10 +77,3 @@ All events include `event`, `timestamp`, `workflowId`, and `workflowName` (the s
   Trigger configuration is snapshotted at deploy time. After changing the event type, workflow
   scope, or thresholds, redeploy the workflow for the changes to take effect.
 </Callout>
-
-<FAQ items={[
-  { question: "Why isn't my Sim Workspace Events trigger firing?", answer: "The workflow containing the trigger must be deployed — events only fire for deployed workflows. Also note the trigger never fires for the workflow it lives in, and runs started by another Sim Workspace Events trigger don't emit events." },
-  { question: "Can a workflow started by a Sim Workspace Events trigger fire other Sim Workspace Events triggers?", answer: "No. Runs started by a Sim Workspace Events trigger never emit workspace events. This prevents chains and infinite loops — an alert workflow that fails can't re-trigger itself." },
-  { question: "How often do alert conditions fire?", answer: "At most once per cooldown window per trigger block. Most conditions use a one-hour cooldown; No Activity uses the configured inactivity window, evaluated per watched workflow." },
-  { question: "What unit is cost in?", answer: "Credits, both for the Cost Threshold configuration and the cost field in event payloads." },
-]} />
diff --git a/apps/docs/content/docs/workflows/triggers/start.mdx b/apps/docs/content/docs/workflows/triggers/start.mdx
index 0520867ab1c..8736fea28e7 100644
--- a/apps/docs/content/docs/workflows/triggers/start.mdx
+++ b/apps/docs/content/docs/workflows/triggers/start.mdx
@@ -1,5 +1,5 @@
 ---
-title: Start
+title: Start Trigger
 description: The Start block is the default trigger — it collects typed inputs and runs the workflow from the editor, an API call, or chat.
 ---
 
@@ -21,7 +21,7 @@ Every workflow starts with a Start block in the trigger slot. Keep it when one e
 
 Define the fields the workflow accepts. Each field has a name and a type — `string`, `number`, `boolean`, `object`, `array`, or `files` — and becomes available downstream as `<start.fieldName>`. A `customerId` field reads as `<start.customerId>`.
 
-- Give a field a **default value** to prefill the manual-run form. Defaults are ignored on deployed runs.
+- Give a field a **default value** to prefill the manual-run form and supply a fallback when the caller omits it or sends `null`. A supplied value, including an empty string, overrides the default.
 - **File** fields accept uploads from both chat and API callers.
 - Reorder fields to control how they appear in the editor form.
 
diff --git a/apps/docs/content/docs/workflows/triggers/webhook.mdx b/apps/docs/content/docs/workflows/triggers/webhook.mdx
index 467e4f604fa..e318fc49d58 100644
--- a/apps/docs/content/docs/workflows/triggers/webhook.mdx
+++ b/apps/docs/content/docs/workflows/triggers/webhook.mdx
@@ -4,7 +4,6 @@ description: The Webhook trigger runs a workflow on any inbound HTTP request to
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { BlockPreview } from '@/components/workflow-preview'
 import { Video } from '@/components/ui/video'
 import { FAQ } from '@/components/ui/faq'
@@ -73,10 +72,4 @@ See [Triggers](/workflows#triggers) for every service that supports this.
 
 <FAQ items={[
   { question: "What HTTP methods does the webhook endpoint accept?", answer: "POST triggers workflows. GET is used only for provider-specific verification challenges (such as Microsoft Graph or WhatsApp). Other methods return 405 Method Not Allowed." },
-  { question: "How do I authenticate webhook requests?", answer: "Enable Require Authentication and set an Authentication Token. Callers send it as a Bearer token in the Authorization header, or you specify a custom header name (e.g. X-Secret-Key) and the token is matched against that header." },
-  { question: "Can I define the expected payload structure?", answer: "Yes. The Input Format field lets you define the expected JSON schema. It's optional but documents the structure, and you can use a file[] field for uploads." },
-  { question: "Does the webhook deduplicate requests?", answer: "Yes. The processing pipeline includes idempotency checks that prevent duplicate runs from repeated requests with the same payload." },
-  { question: "What data from the request is available in my workflow?", answer: "All of it — headers, body, and query parameters are parsed and available to downstream blocks. Common fields like event, id, and data are extracted from the payload when present." },
-  { question: "Do I need to deploy my workflow for the webhook URL to work?", answer: "Yes. The endpoint checks that the workflow is deployed before triggering a run; otherwise it returns a not-found response." },
-  { question: "Does the webhook auto-disable after repeated failures?", answer: "No. Unlike polling-based triggers (RSS, Gmail, IMAP), push-based webhooks don't auto-disable — each request is processed independently. If runs fail consistently, check the run logs." },
 ]} />
diff --git a/apps/docs/content/docs/workflows/variables.mdx b/apps/docs/content/docs/workflows/variables.mdx
index 2045c84e277..98f997bbf68 100644
--- a/apps/docs/content/docs/workflows/variables.mdx
+++ b/apps/docs/content/docs/workflows/variables.mdx
@@ -4,7 +4,6 @@ description: Define reusable workflow variables referenced with angle brackets a
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
-import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
 A **variable** is a value you set yourself and reuse across a workflow. Sim has two kinds. **Workflow variables** hold data during a run, like a counter or a config object, and you reference them with `<variable.name>`. **Environment variables** hold secrets and configuration, like API keys, and you reference them with `{{KEY}}`.
@@ -67,7 +66,7 @@ Reference one anywhere a field accepts input. For an object or array variable, u
 
 ### Scope
 
-Workflow variables are global: every block in the workflow can read and modify them. Use the [Variables block](/workflows/blocks/variables) to update a value mid-run.
+Use the [Variables block](/workflows/blocks/variables) to update a value mid-run. Parallel instances have separate variable scopes.
 
 Each run starts fresh from the values defined in the panel. A change made during a run is visible to later blocks in that same run, but it never alters the saved initial value for future runs.
 
@@ -97,11 +96,3 @@ Inside Function and Custom Tool code, `{{KEY}}` always evaluates to a **string**
 When a workspace and a personal variable share a key, the workspace value wins.
 
 Use an environment variable for a raw API key or config value. When a service needs OAuth or managed token refresh (Slack, GitHub, Google), use a [credential](/platform/credentials) instead, selected from a dropdown in the block's config.
-
-## Next
-
-<Cards>
-  <Card title="How blocks pass data" href="/workflows/data-flow" description="Block outputs and connection tags." />
-  <Card title="Variables block" href="/workflows/blocks/variables" description="Update a variable mid-run." />
-  <Card title="Secrets" href="/platform/credentials" description="Manage environment variables and credentials." />
-</Cards>
diff --git a/apps/docs/content/integration-navigation.json b/apps/docs/content/integration-navigation.json
new file mode 100644
index 00000000000..8de8429bd8d
--- /dev/null
+++ b/apps/docs/content/integration-navigation.json
@@ -0,0 +1,104 @@
+{
+  "guides": {
+    "airtable-service-account": {
+      "integration": "airtable",
+      "title": "Personal Access Tokens"
+    },
+    "asana-service-account": {
+      "integration": "asana",
+      "title": "Service Accounts & Personal Access Tokens"
+    },
+    "atlassian-service-account": {
+      "title": "Atlassian Service Accounts"
+    },
+    "attio-service-account": {
+      "integration": "attio",
+      "title": "API Keys"
+    },
+    "box-service-account": {
+      "integration": "box",
+      "title": "Service Accounts"
+    },
+    "calcom-service-account": {
+      "integration": "calcom",
+      "title": "API Keys"
+    },
+    "clickup-service-account": {
+      "integration": "clickup",
+      "title": "API Tokens"
+    },
+    "google-service-account": {
+      "title": "Google Service Accounts"
+    },
+    "hubspot-service-account": {
+      "integration": "hubspot",
+      "title": "Private App Tokens"
+    },
+    "hubspot-setup": {
+      "integration": "hubspot",
+      "title": "Setup Guide"
+    },
+    "linear-service-account": {
+      "integration": "linear",
+      "title": "API Keys"
+    },
+    "monday-service-account": {
+      "integration": "monday",
+      "title": "API Tokens"
+    },
+    "netsuite-service-account": {
+      "integration": "netsuite",
+      "title": "Service Account"
+    },
+    "notion-service-account": {
+      "integration": "notion",
+      "title": "Internal Integrations"
+    },
+    "pipedrive-service-account": {
+      "integration": "pipedrive",
+      "title": "API Tokens"
+    },
+    "salesforce-service-account": {
+      "integration": "salesforce",
+      "title": "Integration Users"
+    },
+    "shopify-service-account": {
+      "integration": "shopify",
+      "title": "Admin API Tokens"
+    },
+    "snowflake-service-account": {
+      "integration": "snowflake",
+      "title": "Programmatic Access Tokens"
+    },
+    "trello-service-account": {
+      "integration": "trello",
+      "title": "API Tokens"
+    },
+    "wealthbox-service-account": {
+      "integration": "wealthbox",
+      "title": "API Access Tokens"
+    },
+    "webflow-service-account": {
+      "integration": "webflow",
+      "title": "Site Tokens"
+    },
+    "zoho-desk-service-account": {
+      "integration": "zoho_desk",
+      "title": "Self Clients"
+    },
+    "zoom-service-account": {
+      "integration": "zoom",
+      "title": "Server-to-Server OAuth Apps"
+    }
+  },
+  "relatedPages": [
+    {
+      "integration": "logs",
+      "path": "workflows/blocks/logs",
+      "title": "Using Logs in Workflows"
+    }
+  ],
+  "redirects": {
+    "openai": "embeddings"
+  }
+}
diff --git a/apps/docs/lib/academy-captions.test.ts b/apps/docs/lib/academy-captions.test.ts
new file mode 100644
index 00000000000..63c13f69791
--- /dev/null
+++ b/apps/docs/lib/academy-captions.test.ts
@@ -0,0 +1,42 @@
+/** @vitest-environment node */
+import { readdirSync, readFileSync } from 'node:fs'
+import path from 'node:path'
+import { describe, expect, it } from 'vitest'
+
+const docsDir = path.resolve(import.meta.dirname, '..')
+const academyDir = path.join(docsDir, 'content/docs/academy')
+const lessons = readdirSync(academyDir, { recursive: true, encoding: 'utf8' })
+  .filter((file) => file.endsWith('.mdx'))
+  .flatMap((file) => {
+    const content = readFileSync(path.join(academyDir, file), 'utf8')
+    return [...content.matchAll(/<VideoPlaceholder\b[\s\S]*?\/>/g)]
+      .filter(([tag]) => /\bsrc="/.test(tag))
+      .map(([tag]) => ({ file, tag }))
+  })
+
+describe('Academy captions', () => {
+  it('provides a local caption track for every published lesson video', () => {
+    expect(lessons.length).toBeGreaterThan(0)
+    for (const { file, tag } of lessons) {
+      const source = tag.match(/\bcaptionsSrc="([^"]+)"/)?.[1]
+      expect(source, file).toMatch(/^\/captions\/academy\/[a-z-]+\.en\.vtt$/)
+      const track = readFileSync(path.join(docsDir, 'public', source!), 'utf8')
+      expect(track.startsWith('WEBVTT\n'), file).toBe(true)
+      const cues = track.matchAll(
+        /(\d{2}):(\d{2}):(\d{2}\.\d{3}) --> (\d{2}):(\d{2}):(\d{2}\.\d{3})\n([\s\S]*?)(?=\n\n|$)/g
+      )
+      let previousEnd = 0
+      let cueCount = 0
+      for (const cue of cues) {
+        const start = Number(cue[1]) * 3600 + Number(cue[2]) * 60 + Number(cue[3])
+        const end = Number(cue[4]) * 3600 + Number(cue[5]) * 60 + Number(cue[6])
+        expect(start, file).toBeGreaterThanOrEqual(previousEnd)
+        expect(end, file).toBeGreaterThan(start)
+        expect(cue[7].trim(), file).not.toBe('')
+        previousEnd = end
+        cueCount++
+      }
+      expect(cueCount, file).toBeGreaterThan(0)
+    }
+  })
+})
diff --git a/apps/docs/lib/integration-navigation.test.ts b/apps/docs/lib/integration-navigation.test.ts
new file mode 100644
index 00000000000..bbe381c7e6a
--- /dev/null
+++ b/apps/docs/lib/integration-navigation.test.ts
@@ -0,0 +1,201 @@
+import { readdirSync, readFileSync } from 'node:fs'
+import path from 'node:path'
+import { type Folder, findPath, type Item, type Node } from 'fumadocs-core/page-tree'
+import { loader, type MetaData, type VirtualFile } from 'fumadocs-core/source'
+import matter from 'gray-matter'
+import { describe, expect, it } from 'vitest'
+import { integrationNavigationPlugin } from '@/lib/integration-navigation'
+import { DOCS_REDIRECTS } from '@/lib/redirects'
+import navigation from '@/content/integration-navigation.json'
+
+const contentDir = path.resolve(import.meta.dirname, '../content/docs')
+const files: VirtualFile[] = readdirSync(contentDir, { recursive: true, encoding: 'utf8' })
+  .filter((file) => file.endsWith('.mdx') || file.endsWith('/meta.json') || file === 'meta.json')
+  .map((file) => {
+    const content = readFileSync(path.join(contentDir, file), 'utf8')
+    return file.endsWith('.mdx')
+      ? { type: 'page', path: file, data: matter(content).data }
+      : { type: 'meta', path: file, data: JSON.parse(content) }
+  })
+
+const original = loader({ files }, { baseUrl: '/' })
+const source = loader({ files }, { baseUrl: '/', plugins: [integrationNavigationPlugin()] })
+
+function folders(nodes: Node[]): Folder[] {
+  return nodes.flatMap((node) => (node.type === 'folder' ? [node, ...folders(node.children)] : []))
+}
+
+function pages(nodes: Node[]): Item[] {
+  return nodes.flatMap((node) => {
+    if (node.type === 'page') return [node]
+    if (node.type === 'folder')
+      return [...(node.index ? [node.index] : []), ...pages(node.children)]
+    return []
+  })
+}
+
+function integrationFolder() {
+  const folder = folders(source.pageTree.children).find(
+    (node) => node.index?.url === '/integrations'
+  )
+  expect(folder).toBeDefined()
+  return folder!
+}
+
+describe('docs section navigation', () => {
+  it('links every non-root section overview from its folder without repeating it in the children', () => {
+    const sections = files.filter(
+      (file) => file.type === 'meta' && !file.data.root && file.path !== 'meta.json'
+    )
+    const treeFolders = folders(source.pageTree.children)
+    for (const section of sections) {
+      const directory = path.dirname(section.path)
+      if (!files.some((file) => file.path === `${directory}/index.mdx`)) continue
+      expect((section.data as MetaData).pages, section.path).not.toContain('index')
+      const folder = treeFolders.find((node) => node.index?.url === `/${directory}`)
+      expect(folder, section.path).toBeDefined()
+      expect(pages(folder!.children).map((page) => page.url)).not.toContain(`/${directory}`)
+    }
+  })
+
+  it('keeps root-tab overview pages in the CLI and Academy navigation', () => {
+    for (const root of ['cli', 'academy']) {
+      const folder = folders(source.pageTree.fallback?.children ?? []).find(
+        (node) => node.$ref === `${root}/meta.json`
+      )
+      expect(folder?.root).toBe(true)
+      expect(folder?.children).toEqual(
+        expect.arrayContaining([expect.objectContaining({ url: `/${root}` })])
+      )
+    }
+  })
+
+  it('preserves the visible URLs, their order, and canonical page references exactly once', () => {
+    const before = pages(original.pageTree.children)
+    const after = pages(source.pageTree.children)
+    expect(after.map((page) => page.url).sort()).toEqual(
+      [...before.map((page) => page.url), '/workflows/blocks/logs'].sort()
+    )
+    expect(new Set(after.map((page) => page.url)).size).toBe(after.length)
+    for (const page of after) {
+      expect(source.getNodePage(page)?.url, page.url).toBe(page.url)
+    }
+    const primaryNames = integrationFolder().children.flatMap((node) => {
+      if (node.type === 'page' || (node.type === 'folder' && node.index)) return [String(node.name)]
+      return []
+    })
+    expect(primaryNames).toEqual(
+      [...primaryNames].sort((a, b) =>
+        a.localeCompare(b, 'en', { numeric: true, sensitivity: 'base' })
+      )
+    )
+  })
+})
+
+describe('integration guide navigation', () => {
+  it('groups Airtable under a clickable integration page with a concise token-guide label', () => {
+    const airtable = integrationFolder().children.find((node) => node.name === 'Airtable')
+    expect(airtable).toMatchObject({
+      type: 'folder',
+      index: { url: '/integrations/airtable', name: 'Airtable' },
+      children: [
+        {
+          type: 'page',
+          url: '/integrations/airtable-service-account',
+          name: 'Personal Access Tokens',
+        },
+      ],
+    })
+    expect(
+      findPath(
+        source.pageTree.children,
+        (node) => node.type === 'page' && node.url === '/integrations/airtable-service-account'
+      )
+        ?.filter((node) => node.type !== 'separator')
+        .map((node) => node.name)
+    ).toEqual(['Integrations', 'Airtable', 'Personal Access Tokens'])
+    expect(source.getPage(['integrations', 'airtable-service-account'])?.data.title).toBe(
+      'Airtable Personal Access Tokens'
+    )
+  })
+
+  it('places every registered guide under its integration or the shared guide folder', () => {
+    for (const [slug, guide] of Object.entries(navigation.guides)) {
+      const url = `/integrations/${slug}`
+      const parentUrl = 'integration' in guide ? `/integrations/${guide.integration}` : undefined
+      const folder = integrationFolder().children.find(
+        (node) =>
+          node.type === 'folder' &&
+          (parentUrl ? node.index?.url === parentUrl : node.name === 'Shared credential guides')
+      )
+      expect(folder, slug).toBeDefined()
+      expect(folder?.type === 'folder' && folder.children).toEqual(
+        expect.arrayContaining([expect.objectContaining({ url, name: guide.title })])
+      )
+      expect(source.getPage(['integrations', slug]), slug).toBeDefined()
+    }
+  })
+
+  it('keeps both HubSpot guides together and handles integration names with underscores', () => {
+    const hubspot = folders(source.pageTree.children).find(
+      (node) => node.index?.url === '/integrations/hubspot'
+    )
+    expect(hubspot?.children.map((node) => node.name)).toEqual([
+      'Private App Tokens',
+      'Setup Guide',
+    ])
+    const zoho = folders(source.pageTree.children).find(
+      (node) => node.index?.url === '/integrations/zoho_desk'
+    )
+    expect(zoho?.children).toEqual([
+      expect.objectContaining({ url: '/integrations/zoho-desk-service-account' }),
+    ])
+  })
+
+  it('leaves services without guides as direct links', () => {
+    expect(integrationFolder().children.find((node) => node.name === 'Ahrefs')?.type).toBe('page')
+  })
+
+  it('makes the existing Logs tutorial discoverable without changing its URL', () => {
+    const logs = folders(source.pageTree.children).find(
+      (node) => node.index?.url === '/integrations/logs'
+    )
+    expect(logs?.children).toEqual([
+      expect.objectContaining({ name: 'Using Logs in Workflows', url: '/workflows/blocks/logs' }),
+    ])
+  })
+
+  it('redirects legacy integration aliases and excludes them from the sidebar', () => {
+    const urls = pages(source.pageTree.children).map((page) => page.url)
+    for (const [from, to] of Object.entries(navigation.redirects)) {
+      expect(source.getPage(['integrations', from])).toBeUndefined()
+      expect(urls).not.toContain(`/integrations/${from}`)
+      expect(urls).toContain(`/integrations/${to}`)
+      expect(DOCS_REDIRECTS).toContainEqual({
+        source: `/integrations/${from}`,
+        destination: `/integrations/${to}`,
+        permanent: true,
+      })
+    }
+  })
+
+  it('keeps an orphaned guide reachable if its integration page is missing', () => {
+    const orphan = loader(
+      {
+        files: [
+          { type: 'page', path: 'integrations/index.mdx', data: { title: 'Integrations' } },
+          {
+            type: 'page',
+            path: 'integrations/airtable-service-account.mdx',
+            data: { title: 'Airtable Personal Access Tokens' },
+          },
+        ],
+      },
+      { baseUrl: '/', plugins: [integrationNavigationPlugin()] }
+    )
+    expect(pages(orphan.pageTree.children).map((page) => page.url)).toContain(
+      '/integrations/airtable-service-account'
+    )
+    expect(folders(orphan.pageTree.children).map((node) => node.name)).toEqual(['Integrations'])
+  })
+})
diff --git a/apps/docs/lib/integration-navigation.ts b/apps/docs/lib/integration-navigation.ts
new file mode 100644
index 00000000000..b078a008dad
--- /dev/null
+++ b/apps/docs/lib/integration-navigation.ts
@@ -0,0 +1,90 @@
+import type { Folder, Item } from 'fumadocs-core/page-tree'
+import type { LoaderPlugin } from 'fumadocs-core/source'
+import navigation from '@/content/integration-navigation.json'
+
+interface IntegrationGuide {
+  integration?: string
+  title: string
+}
+
+const guides: Record<string, IntegrationGuide> = navigation.guides
+
+/** Groups existing page nodes so URLs, content, and page references stay canonical. */
+export function integrationNavigationPlugin(): LoaderPlugin {
+  return {
+    name: 'integration-navigation',
+    transformPageTree: {
+      folder(node, folderPath) {
+        if (folderPath !== 'integrations') return node
+
+        const pages = new Map(
+          node.children
+            .filter((child): child is Item => child.type === 'page')
+            .map((page) => [page.url, page])
+        )
+        const groupedGuides = new Map<string, Item[]>()
+        const sharedGuides: Item[] = []
+        const groupedUrls = new Set<string>()
+
+        for (const [slug, guide] of Object.entries(guides)) {
+          const page = pages.get(`/integrations/${slug}`)
+          if (!page) continue
+          const parentUrl = guide.integration ? `/integrations/${guide.integration}` : undefined
+          if (parentUrl && !pages.has(parentUrl)) continue
+
+          const child = { ...page, name: guide.title }
+          if (parentUrl) {
+            const siblings = groupedGuides.get(parentUrl) ?? []
+            siblings.push(child)
+            groupedGuides.set(parentUrl, siblings)
+          } else {
+            sharedGuides.push(child)
+          }
+          groupedUrls.add(page.url)
+        }
+
+        for (const guide of navigation.relatedPages) {
+          const parentUrl = `/integrations/${guide.integration}`
+          if (!pages.has(parentUrl)) continue
+          const page = this.builder.file(`${guide.path}.mdx`)
+          if (!page) continue
+          const siblings = groupedGuides.get(parentUrl) ?? []
+          siblings.push({ ...page, name: guide.title })
+          groupedGuides.set(parentUrl, siblings)
+        }
+
+        const children = node.children
+          .filter((child) => child.type !== 'page' || !groupedUrls.has(child.url))
+          .map((child) => {
+            if (child.type !== 'page') return child
+            const nested = groupedGuides.get(child.url)
+            if (!nested) return child
+            return {
+              type: 'folder',
+              $id: `${child.$id}-guides`,
+              name: child.name,
+              icon: child.icon,
+              index: child,
+              children: nested,
+            } satisfies Folder
+          })
+          .sort((a, b) =>
+            typeof a.name === 'string' && typeof b.name === 'string'
+              ? a.name.localeCompare(b.name, 'en', { numeric: true, sensitivity: 'base' })
+              : 0
+          )
+
+        if (sharedGuides.length > 0) {
+          children.push({
+            type: 'folder',
+            $id: `${node.$id}-shared-guides`,
+            name: 'Shared credential guides',
+            children: sharedGuides,
+          })
+        }
+
+        return { ...node, children }
+      },
+    },
+  }
+}
diff --git a/apps/docs/lib/redirects.ts b/apps/docs/lib/redirects.ts
index e8bc7183a68..fa6091908ca 100644
--- a/apps/docs/lib/redirects.ts
+++ b/apps/docs/lib/redirects.ts
@@ -1,3 +1,4 @@
+import integrationNavigation from 'docs/content/integration-navigation.json'
 import type { NextConfig } from 'next'
 
 /** The shape Next expects back from `next.config.ts`'s `redirects()`. */
@@ -19,11 +20,17 @@ type DocsRedirect = Awaited<ReturnType<NonNullable<NextConfig['redirects']>>>[nu
  * modules would make match order an emergent property of two files.
  */
 export const DOCS_REDIRECTS: DocsRedirect[] = [
+  ...Object.entries(integrationNavigation.redirects).map(([from, to]) => ({
+    source: `/integrations/${from}`,
+    destination: `/integrations/${to}`,
+    permanent: true,
+  })),
   {
     source: '/',
     destination: '/introduction',
     permanent: true,
   },
+  { source: '/api-reference', destination: '/api-reference/getting-started', permanent: true },
   // building-agents/agents merged into the building-agents overview
   { source: '/building-agents/agents', destination: '/agents', permanent: true },
   // form deployment removed
diff --git a/apps/docs/lib/shiki-theme.test.ts b/apps/docs/lib/shiki-theme.test.ts
new file mode 100644
index 00000000000..bfcc865cd2d
--- /dev/null
+++ b/apps/docs/lib/shiki-theme.test.ts
@@ -0,0 +1,29 @@
+/** @vitest-environment node */
+import { describe, expect, it } from 'vitest'
+import { simShikiOptions } from '@/lib/shiki-theme'
+
+function luminance(hex: string) {
+  const values = hex
+    .slice(1)
+    .match(/../g)!
+    .map((channel) => {
+      const value = Number.parseInt(channel, 16) / 255
+      return value <= 0.04045 ? value / 12.92 : ((value + 0.055) / 1.055) ** 2.4
+    })
+  return values[0] * 0.2126 + values[1] * 0.7152 + values[2] * 0.0722
+}
+
+describe('docs syntax contrast', () => {
+  for (const [name, theme] of Object.entries(simShikiOptions.themes)) {
+    it(`keeps every ${name} syntax token readable on its code surface`, () => {
+      const background = luminance(theme.settings[0].settings.background!)
+      for (const token of theme.settings) {
+        if (!token.settings.foreground) continue
+        const foreground = luminance(token.settings.foreground)
+        const ratio =
+          (Math.max(foreground, background) + 0.05) / (Math.min(foreground, background) + 0.05)
+        expect(ratio, `${name}: ${token.scope ?? 'base'}`).toBeGreaterThanOrEqual(4.5)
+      }
+    })
+  }
+})
diff --git a/apps/docs/lib/shiki-theme.ts b/apps/docs/lib/shiki-theme.ts
index b6022a6fd11..f092a8c5763 100644
--- a/apps/docs/lib/shiki-theme.ts
+++ b/apps/docs/lib/shiki-theme.ts
@@ -6,8 +6,8 @@ import type { ThemeRegistrationRaw } from 'shiki'
  * The platform highlights code with PrismJS through `@sim/emcn`'s `Code` component, whose
  * token colors live in `packages/emcn/src/components/code/code.css`. Docs highlight with
  * Shiki, which is TextMate-scoped rather than Prism-tokenized, so parity has to be
- * expressed as a scope-to-color mapping rather than a shared stylesheet. Every color below
- * is copied from `code.css` — when that file changes, change these to match.
+ * expressed as a scope-to-color mapping rather than a shared stylesheet. The palette follows
+ * `code.css`, with darker light-mode hues where needed for readable contrast on the code surface.
  *
  * The mapping was derived by highlighting the same snippets through both engines and
  * comparing output. Two places where the grammars genuinely disagree, and the choice made:
@@ -27,21 +27,21 @@ import type { ThemeRegistrationRaw } from 'shiki'
  * are mapped to the variable color.
  */
 
-/** Light-mode token colors, from the `.code-editor-theme` rules in emcn's `code.css`. */
+/** Light-mode platform hues adjusted to meet WCAG AA text contrast on the code surface. */
 const LIGHT = {
   /** `--text-primary` — the platform's base code foreground. */
   foreground: '#1a1a1a',
   /** `--surface-5` — the fill `chipFieldSurfaceClass` puts under a code surface. */
   background: '#f3f3f3',
-  comment: '#16a34a',
+  comment: '#15803d',
   punctuation: '#383838',
-  variable: '#0891b2',
-  constant: '#16a34a',
+  variable: '#0e7490',
+  constant: '#15803d',
   string: '#b45309',
   keyword: '#2f55ff',
-  function: '#ca8a04',
-  regex: '#e11d48',
-  deleted: '#dc2626',
+  function: '#854d0e',
+  regex: '#be123c',
+  deleted: '#b91c1c',
 } as const
 
 /** Dark-mode token colors, from the `.dark .code-editor-theme` rules in emcn's `code.css`. */
diff --git a/apps/docs/lib/source.ts b/apps/docs/lib/source.ts
index fee34d2827f..dc2e655a521 100644
--- a/apps/docs/lib/source.ts
+++ b/apps/docs/lib/source.ts
@@ -1,17 +1,19 @@
 import { createElement, Fragment } from 'react'
 import { loader, multiple } from 'fumadocs-core/source'
 import type { DocData, DocMethods } from 'fumadocs-mdx/runtime/types'
+import { integrationNavigationPlugin } from '@/lib/integration-navigation'
+import { createApiReferenceSource } from '@/lib/openapi-source'
+import { cn } from '@/lib/utils'
 import { docs } from '@/.source/server'
-import { createApiReferenceSource } from './openapi-source'
 
 const METHOD_COLORS: Record<string, string> = {
-  GET: 'text-green-600 dark:text-green-400',
-  HEAD: 'text-green-600 dark:text-green-400',
-  OPTIONS: 'text-green-600 dark:text-green-400',
-  POST: 'text-blue-600 dark:text-blue-400',
-  PUT: 'text-yellow-600 dark:text-yellow-400',
-  PATCH: 'text-orange-600 dark:text-orange-400',
-  DELETE: 'text-red-600 dark:text-red-400',
+  GET: 'text-green-800 dark:text-green-400',
+  HEAD: 'text-green-800 dark:text-green-400',
+  OPTIONS: 'text-green-800 dark:text-green-400',
+  POST: 'text-blue-800 dark:text-blue-300',
+  PUT: 'text-yellow-800 dark:text-yellow-400',
+  PATCH: 'text-orange-800 dark:text-orange-300',
+  DELETE: 'text-red-800 dark:text-red-400',
 }
 
 /**
@@ -61,7 +63,10 @@ function openapiPluginBadgeLeft() {
             createElement(
               'span',
               {
-                className: `font-mono font-medium me-1.5 text-[10px] text-nowrap ${colorClass}`,
+                className: cn(
+                  'inline-flex shrink-0 items-center justify-center rounded-md px-1 py-0.5 font-mono font-medium me-1.5 text-[10px] text-nowrap',
+                  colorClass
+                ),
                 'data-method': method.toLowerCase(),
               },
               method
@@ -82,7 +87,7 @@ export const source = loader(
   }),
   {
     baseUrl: '/',
-    plugins: [openapiPluginBadgeLeft() as never],
+    plugins: [openapiPluginBadgeLeft() as never, integrationNavigationPlugin()],
   }
 )
 
diff --git a/apps/docs/openapi-v2-knowledge.json b/apps/docs/openapi-v2-knowledge.json
index eddf2f2f991..244dd69c4c6 100644
--- a/apps/docs/openapi-v2-knowledge.json
+++ b/apps/docs/openapi-v2-knowledge.json
@@ -6280,7 +6280,7 @@
           },
           "topK": {
             "default": 10,
-            "description": "Maximum number of search results to return. Must be a whole number between 1 and 100; the boundary schema only bounds the range, so a fractional value is admitted here and then rejected with 400 during search.",
+            "description": "Maximum number of search results to return. Must be a whole number between 1 and 100.",
             "type": "number",
             "minimum": 1,
             "maximum": 100
diff --git a/apps/docs/openapi-v2-logs.json b/apps/docs/openapi-v2-logs.json
index 7daa9e200b6..1f6b7dbe211 100644
--- a/apps/docs/openapi-v2-logs.json
+++ b/apps/docs/openapi-v2-logs.json
@@ -272,10 +272,10 @@
             "name": "sortBy",
             "in": "query",
             "required": false,
-            "description": "Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs order as though the value were below every recorded one, so they trail an ascending page and lead a descending one. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included.",
+            "description": "Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs sort before recorded values in ascending order and after them in descending order. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included.",
             "schema": {
               "default": "startedAt",
-              "description": "Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs order as though the value were below every recorded one, so they trail an ascending page and lead a descending one. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included.",
+              "description": "Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs sort before recorded values in ascending order and after them in descending order. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included.",
               "type": "string",
               "enum": ["startedAt", "durationMs", "cost", "status"]
             }
diff --git a/apps/docs/openapi-v2-tables.json b/apps/docs/openapi-v2-tables.json
index a148cd88bda..3a0008f48f6 100644
--- a/apps/docs/openapi-v2-tables.json
+++ b/apps/docs/openapi-v2-tables.json
@@ -10583,7 +10583,32 @@
         "required": ["data"],
         "additionalProperties": false,
         "title": "Bulk delete tables response",
-        "description": "Per-item outcome of a bulk table and folder delete."
+        "description": "Per-item outcome of a bulk table and folder delete.",
+        "examples": [
+          {
+            "data": {
+              "deleted": [
+                {
+                  "kind": "table",
+                  "id": "tbl_7c9e6679742540de944be07fc1f90ae7",
+                  "name": "Leads"
+                },
+                {
+                  "kind": "folder",
+                  "id": "/Sales/Archive",
+                  "name": "/Sales/Archive"
+                }
+              ],
+              "skipped": [],
+              "notFound": [],
+              "failed": [],
+              "deletedItems": {
+                "tables": 1,
+                "folders": 1
+              }
+            }
+          }
+        ]
       },
       "BulkDeleteTablesRequest": {
         "type": "object",
diff --git a/apps/docs/package.json b/apps/docs/package.json
index 67b822703ae..d915d75b968 100644
--- a/apps/docs/package.json
+++ b/apps/docs/package.json
@@ -43,6 +43,8 @@
     "@types/node": "24.2.1",
     "@types/react": "^19.1.2",
     "@types/react-dom": "^19.0.4",
+    "gray-matter": "^4.0.3",
+    "jsdom": "^26.0.0",
     "postcss": "^8.5.3",
     "tailwindcss": "^4.0.12",
     "typescript": "^7.0.2",
diff --git a/apps/docs/public/captions/academy/agents-block.en.vtt b/apps/docs/public/captions/academy/agents-block.en.vtt
new file mode 100644
index 00000000000..73a1dcbb8f4
--- /dev/null
+++ b/apps/docs/public/captions/academy/agents-block.en.vtt
@@ -0,0 +1,119 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.500
+The agent block is the part of the
+workflow where language model reasoning
+
+00:00:05.500 --> 00:00:11.100
+happens. But to make it reliable, it's
+helpful to understand what you're actually
+
+00:00:11.100 --> 00:00:15.640
+giving the model. The messages it starts
+from, the model you choose, the tools and
+
+00:00:15.640 --> 00:00:21.220
+skills it can reach for, and the output
+other blocks will use afterwards. Once you
+
+00:00:21.220 --> 00:00:26.700
+see those pieces clearly, agents become
+much easier to design and debug. Let me
+
+00:00:26.700 --> 00:00:31.580
+show you how the agent block works. On the
+canvas, an agent block looks like any
+
+00:00:31.580 --> 00:00:35.760
+other step. A run arrives at its input
+handle and a result leaves on the other
+
+00:00:35.760 --> 00:00:41.760
+side. But this block has more going on
+inside than any other block in Sim. So
+
+00:00:41.760 --> 00:00:47.000
+this time, let's follow the data in.
+Inside, the agent block is a conversation
+
+00:00:47.000 --> 00:00:51.900
+machine with a station for the messages, a
+station for the model, and a station for
+
+00:00:51.900 --> 00:00:56.560
+what comes out. The first station is the
+message stack, and it starts with your
+
+00:00:56.560 --> 00:01:01.180
+system message, the standing instructions
+that tell the agent who it is and how to
+
+00:01:01.180 --> 00:01:06.060
+judge. You can preload the stack with
+earlier user and assistant messages, so
+
+00:01:06.060 --> 00:01:11.340
+every run starts with that history already
+in place. And the data we followed in
+
+00:01:11.340 --> 00:01:15.960
+lands at the bottom of the stack, as the
+newest user message, filled in from the
+
+00:01:15.960 --> 00:01:21.100
+start block's input. The second station is
+the model, and this is where you choose
+
+00:01:21.100 --> 00:01:26.620
+the brain that will read the whole stack.
+Here, it's Claude Sonnet. And the brain is
+
+00:01:26.620 --> 00:01:31.320
+swappable. Sim supports all the frontier
+providers, and the block around it never
+
+00:01:31.320 --> 00:01:35.380
+changes, so you could hand this exact
+stack to any of them without rebuilding
+
+00:01:35.380 --> 00:01:40.480
+the step. When the run reaches the model,
+every message on the stack is sent in, and
+
+00:01:40.480 --> 00:01:45.100
+you are billed for what it reads, measured
+in tokens. If tools are attached to the
+
+00:01:45.100 --> 00:01:49.480
+block, the model can reach out from right
+here, calling them mid -run when it needs
+
+00:01:49.480 --> 00:01:54.620
+more than the stack contains. Then it
+writes, The reply streams out word by
+
+00:01:54.620 --> 00:01:59.800
+word, and the output side of the bill
+counts those tokens, too. Everything the
+
+00:01:59.800 --> 00:02:04.200
+run produced gets packed into the block's
+output, the content, the model it used,
+
+00:02:04.460 --> 00:02:09.400
+the token counts, and any tool calls it
+made. And with that, we are back on the
+
+00:02:09.400 --> 00:02:13.620
+canvas. The output flows onto the next
+block, which reads the agent's content
+
+00:02:13.620 --> 00:02:19.000
+like any other value. So that's the agent
+block, one step on the canvas, and a whole
+
+00:02:19.000 --> 00:02:20.580
+conversation running inside.
diff --git a/apps/docs/public/captions/academy/agents-intro.en.vtt b/apps/docs/public/captions/academy/agents-intro.en.vtt
new file mode 100644
index 00000000000..d6ea0d0b021
--- /dev/null
+++ b/apps/docs/public/captions/academy/agents-intro.en.vtt
@@ -0,0 +1,89 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.840 --> 00:00:05.300
+Agents. Everybody's talking about them,
+but nobody really seems to agree on what
+
+00:00:05.300 --> 00:00:10.940
+they actually are. In Sim, the answer is
+pretty simple. An agent is just a workflow
+
+00:00:10.940 --> 00:00:15.880
+that can reason through agent blocks. That
+means everything you already know about
+
+00:00:15.880 --> 00:00:20.540
+building workflows still applies. You're
+just giving them the ability to think for
+
+00:00:20.540 --> 00:00:25.220
+themselves. And once that clicks, you'll
+see how workflows can be more than basic
+
+00:00:25.220 --> 00:00:30.020
+automations and power AI systems that
+genuinely think and adapt. Let me show you
+
+00:00:30.020 --> 00:00:35.680
+what I mean. Here's a workflow that runs
+the same way every time. It scores a lead,
+
+00:00:35.780 --> 00:00:41.600
+then writes the result to a table.
+Deterministic and predictable. Swap the
+
+00:00:41.600 --> 00:00:46.400
+scoring step for an agent block, and that
+one step starts to think, reasoning about
+
+00:00:46.400 --> 00:00:51.760
+each lead instead of following a fixed
+rule. An agent block is where it thinks.
+
+00:00:52.080 --> 00:00:56.560
+Running it spins up a fresh chat, like
+ChatGPT or Claude, but driven by your
+
+00:00:56.560 --> 00:01:00.340
+workflow. And it works in a loop, calling
+tools, reading what comes back, and
+
+00:01:00.340 --> 00:01:03.980
+changing course when it has to. The
+homepage had no pricing, so it just opened
+
+00:01:03.980 --> 00:01:05.140
+the pricing page itself.
+
+00:01:07.840 --> 00:01:11.360
+Compose blocks around it, and a
+deterministic pipeline becomes an
+
+00:01:11.360 --> 00:01:16.020
+intelligent one. And each agentic workflow
+you build becomes a block for the next.
+
+00:01:16.620 --> 00:01:21.480
+And these systems only get more capable
+over time. As the models improve, the same
+
+00:01:21.480 --> 00:01:22.760
+workflows improve with them.
+
+00:01:24.660 --> 00:01:29.120
+Sim keeps up to date with the latest
+models, patterns, and AI techniques, so
+
+00:01:29.120 --> 00:01:33.780
+the newest capabilities are always
+available. As you get more familiar with
+
+00:01:33.780 --> 00:01:38.480
+Sim, you'll see how serious agentic
+systems are assembled from the same simple
+
+00:01:38.480 --> 00:01:39.560
+blocks and workflows.
diff --git a/apps/docs/public/captions/academy/agents-memory.en.vtt b/apps/docs/public/captions/academy/agents-memory.en.vtt
new file mode 100644
index 00000000000..f45d0eb0dd8
--- /dev/null
+++ b/apps/docs/public/captions/academy/agents-memory.en.vtt
@@ -0,0 +1,116 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.700
+Agentic workflows often need to build on
+what happened earlier. A support agent may
+
+00:00:05.700 --> 00:00:10.520
+need the last few messages before it
+replies, or a research agent may need to
+
+00:00:10.520 --> 00:00:15.120
+remember what it already found before the
+next step. But agent blocks don't
+
+00:00:15.120 --> 00:00:20.640
+automatically carry that context from one
+run to the next. Memory is what gives the
+
+00:00:20.640 --> 00:00:24.920
+workflow a place to keep the relevant
+history so that the agent can continue
+
+00:00:24.920 --> 00:00:29.200
+with the right context instead of starting
+from scratch. Let's see how to add memory
+
+00:00:29.200 --> 00:00:34.140
+to an agent. Here's a support agent in the
+middle of a conversation, and the customer
+
+00:00:34.140 --> 00:00:40.140
+has just explained who she is, what plan
+she's on, and what's going wrong. By
+
+00:00:40.140 --> 00:00:45.680
+default, the agent keeps none of this.
+Every run starts completely fresh. So when
+
+00:00:45.680 --> 00:00:51.320
+she follows up the next day, the agent has
+to ask for everything all over again. The
+
+00:00:51.320 --> 00:00:55.360
+fix is one setting on the agent block,
+open memory, and choose conversation.
+
+00:00:56.820 --> 00:01:01.820
+Then give it a conversation ID, a key you
+choose, and everything said under that key
+
+00:01:01.820 --> 00:01:08.020
+is kept. Now the conversation runs exactly
+as before, but as each turn lands, it's
+
+00:01:08.020 --> 00:01:09.160
+saved under the key.
+
+00:01:11.160 --> 00:01:15.880
+The next morning, run the same agent twice
+side by side, once with no memory, and
+
+00:01:15.880 --> 00:01:20.700
+once with the key. Before the model even
+sees the new message, everything stored
+
+00:01:20.700 --> 00:01:25.640
+under the key is loaded back into the
+conversation. Then the same question
+
+00:01:25.640 --> 00:01:26.640
+arrives in both.
+
+00:01:29.520 --> 00:01:34.020
+Without the key, the agent starts from
+zero, and with it, it answers like no time
+
+00:01:34.020 --> 00:01:35.020
+has passed.
+
+00:01:37.420 --> 00:01:41.980
+Each conversation ID is its own separate
+thread, so one agent can hold a different
+
+00:01:41.980 --> 00:01:46.880
+conversation with every customer at the
+same time. From here, the thread just
+
+00:01:46.880 --> 00:01:50.380
+keeps going, every run picking up exactly
+where the last one stopped.
+
+00:01:52.300 --> 00:01:56.420
+Memory can also be a sliding window,
+keeping the most recent messages, while
+
+00:01:56.420 --> 00:02:02.440
+the oldest quietly fall away. Here is that
+window on the stored transcript itself.
+
+00:02:02.440 --> 00:02:07.560
+The older turns are still there, but only
+the last 10 messages ride into the model,
+
+00:02:07.720 --> 00:02:13.980
+or if you prefer, the most recent tokens.
+So that's agent memory. One setting and a
+
+00:02:13.980 --> 00:02:17.880
+key, the agent remembers each turn,
+recalls the whole thread, and every
+
+00:02:17.880 --> 00:02:20.000
+conversation picks up where it left off.
diff --git a/apps/docs/public/captions/academy/agents-skills.en.vtt b/apps/docs/public/captions/academy/agents-skills.en.vtt
new file mode 100644
index 00000000000..7afc21830f6
--- /dev/null
+++ b/apps/docs/public/captions/academy/agents-skills.en.vtt
@@ -0,0 +1,85 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.180
+You probably know by now that agents work
+better when they have the right context
+
+00:00:05.180 --> 00:00:10.300
+and instructions. The hard part is giving
+them that guidance without stuffing every
+
+00:00:10.300 --> 00:00:16.260
+prompt full of repetitive details that may
+not matter for the current task. That's
+
+00:00:16.260 --> 00:00:21.320
+what skills are for. A skill is like a
+playbook or a manual the agent can pull in
+
+00:00:21.320 --> 00:00:26.040
+when it needs it, so the detailed
+instructions show up at the right moment
+
+00:00:26.040 --> 00:00:29.700
+instead of sitting in the way. Let me show
+you how that works.
+
+00:00:32.000 --> 00:00:36.640
+This is the same agent from before with
+its web tools. Ask it to qualify a lead
+
+00:00:36.640 --> 00:00:42.360
+and with no method to follow, it just runs
+a quick search. So the answer it gives is
+
+00:00:42.360 --> 00:00:43.960
+a guess, vague and unsourced.
+
+00:00:46.640 --> 00:00:51.760
+A skill fixes that. It's a written method
+the agent can read, a playbook for how to
+
+00:00:51.760 --> 00:00:52.760
+do the job well.
+
+00:00:55.660 --> 00:00:59.620
+You attach the skill to the agent
+alongside the tools it already has.
+
+00:01:04.700 --> 00:01:09.400
+Now, run the same request again. This
+time, the agent reaches for the skill mid
+
+00:01:09.400 --> 00:01:13.080
+-run, loading it right in the
+conversation, the way it would call a
+
+00:01:13.080 --> 00:01:18.360
+tool. Following the method, it turns each
+claim into a question and pulls a sourced
+
+00:01:18.360 --> 00:01:19.620
+answer for every one.
+
+00:01:25.160 --> 00:01:29.400
+The result is a detailed, cited answer,
+where before there was only a guess.
+
+00:01:34.020 --> 00:01:38.780
+And the playbook never clogs the agent's
+context. Only its name and description
+
+00:01:38.780 --> 00:01:43.520
+stay in view. And the full method loads
+only when the agent decides it's relevant.
+
+00:01:44.320 --> 00:01:48.400
+You don't even have to write them. Every
+integration ships with ready -to -use
+
+00:01:48.400 --> 00:01:50.800
+skills that give your agents instant
+expertise.
diff --git a/apps/docs/public/captions/academy/agents-tool-calling.en.vtt b/apps/docs/public/captions/academy/agents-tool-calling.en.vtt
new file mode 100644
index 00000000000..f96bf66c661
--- /dev/null
+++ b/apps/docs/public/captions/academy/agents-tool-calling.en.vtt
@@ -0,0 +1,130 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.060
+The agent block lets you call a language
+model, but most useful agents don't just
+
+00:00:05.060 --> 00:00:10.980
+answer a question and then stop. They need
+to look things up, call services, check
+
+00:00:10.980 --> 00:00:17.100
+what came back, decide what to do next.
+Tool calling is what gives an agent that
+
+00:00:17.100 --> 00:00:21.880
+loop, a way to choose actions, get
+feedback from the world, and keep going
+
+00:00:21.880 --> 00:00:26.120
+until it has enough to return something
+useful. Let me show you how it works.
+
+00:00:27.300 --> 00:00:31.900
+Here's a plain agent block with a simple
+prompt and no tools. Text goes in, the
+
+00:00:31.900 --> 00:00:36.520
+model runs, and text comes out. It can't
+really qualify the lead the way we want
+
+00:00:36.520 --> 00:00:40.820
+because it lacks the context it needs. In
+the worst case, it might even hallucinate
+
+00:00:40.820 --> 00:00:46.780
+a response. We can give the agent some
+tools, and now it works in a loop. Each
+
+00:00:46.780 --> 00:00:51.040
+turn, the model decides whether it needs a
+tool and which one, and it can even call
+
+00:00:51.040 --> 00:00:56.120
+several at once. It reads what comes back,
+revises its plan, and calls again with
+
+00:00:56.120 --> 00:00:57.120
+different arguments.
+
+00:00:58.620 --> 00:01:05.100
+Every tool call gets added to its context,
+and each step builds on the last. The
+
+00:01:05.100 --> 00:01:08.200
+agent repeatedly calls tools to converge
+towards a solution.
+
+00:01:09.460 --> 00:01:14.060
+Once the agent decides it's done, it
+synthesizes an answer from the context
+
+00:01:14.060 --> 00:01:19.320
+accumulated from all the tool calls. You
+can add tools to an agent block in the
+
+00:01:19.320 --> 00:01:23.480
+tools section of the block's parameters.
+Any block you'd normally bring as a
+
+00:01:23.480 --> 00:01:28.440
+workflow step can be a tool. When
+selecting tools for an agent block, you
+
+00:01:28.440 --> 00:01:32.980
+can fill in block parameters to fix their
+values. The model will fill in the tool
+
+00:01:32.980 --> 00:01:38.340
+arguments you leave empty intelligently
+based on the task. Sometimes a model might
+
+00:01:38.340 --> 00:01:43.860
+not choose to use a tool, but you can
+guarantee it does by choosing force. If no
+
+00:01:43.860 --> 00:01:48.220
+block does quite what you need, you can
+write your own tool. You give it a schema
+
+00:01:48.220 --> 00:01:52.300
+and a description, and that description is
+how the model knows when to reach for it.
+
+00:01:52.460 --> 00:01:58.520
+You can also connect a whole external tool
+set at once over MCP. You can see exactly
+
+00:01:58.520 --> 00:02:03.800
+which tools the agent decided to use by
+reading back the run. The content field is
+
+00:02:03.800 --> 00:02:09.380
+the model's final answer, written after it
+worked through all the tools. Open up the
+
+00:02:09.380 --> 00:02:12.180
+tool calls, and you get every call it made
+in order.
+
+00:02:13.660 --> 00:02:16.200
+Each one shows the name of the tool it
+called.
+
+00:02:17.580 --> 00:02:20.620
+The arguments the model filled in to
+invoke it.
+
+00:02:23.600 --> 00:02:26.320
+And the result that came back into its
+context.
+
+00:02:28.680 --> 00:02:32.900
+The calls are kept in order, so you can
+trace each step and see why the agent
+
+00:02:32.900 --> 00:02:34.000
+answered the way it did.
diff --git a/apps/docs/public/captions/academy/chat-building.en.vtt b/apps/docs/public/captions/academy/chat-building.en.vtt
new file mode 100644
index 00000000000..643152d5041
--- /dev/null
+++ b/apps/docs/public/captions/academy/chat-building.en.vtt
@@ -0,0 +1,81 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.640 --> 00:00:05.940
+Building a workflow usually starts with a
+blank canvas, but sometimes the idea is
+
+00:00:05.940 --> 00:00:10.920
+clearer in your head than on the screen.
+Chat gives you a different starting point.
+
+00:00:11.100 --> 00:00:15.660
+You describe the system you want in plain
+language, and Sim can turn that into
+
+00:00:15.660 --> 00:00:21.460
+blocks, test the result, fix what breaks,
+and keep refining it with you. It's a more
+
+00:00:21.460 --> 00:00:26.160
+conversational way to get from idea to
+working automation. Let me show you how it
+
+00:00:26.160 --> 00:00:30.720
+works. You can build a whole workflow
+without dragging a single block. You just
+
+00:00:30.720 --> 00:00:35.840
+open a chat and describe what you want.
+Say you want an agent that turns an idea
+
+00:00:35.840 --> 00:00:40.360
+into a finished post, a written draft, a
+hero image, a slide deck, and a voiceover.
+
+00:00:40.520 --> 00:00:46.580
+You ask for it, and the whole thing builds
+itself, every block wired up. Before you
+
+00:00:46.580 --> 00:00:50.200
+even ask, it runs the whole thing itself
+just to see if it holds together.
+
+00:00:52.760 --> 00:00:57.900
+The image step fails. It was missing an
+aspect ratio. It catches that on its own,
+
+00:00:58.040 --> 00:00:59.640
+fixes it, and runs again. Clean.
+
+00:01:04.900 --> 00:01:09.780
+Then it shows you what it made. Every step
+that ran. The draft, the image, the deck,
+
+00:01:10.000 --> 00:01:12.580
+the audio, so you can check it before you
+trust it.
+
+00:01:14.880 --> 00:01:19.260
+You hand it a real idea, and it drafts a
+few versions at once, scores each one, and
+
+00:01:19.260 --> 00:01:20.260
+keeps the best.
+
+00:01:22.800 --> 00:01:27.260
+One more message, and it's deployed. A
+live endpoint ready for whatever you send
+
+00:01:27.260 --> 00:01:28.260
+it.
+
+00:01:30.800 --> 00:01:35.220
+You went from a blank canvas to a working
+system without leaving the conversation.
+
+00:01:35.400 --> 00:01:37.220
+Open a new chat and see what you can
+build.
diff --git a/apps/docs/public/captions/academy/chat-intro.en.vtt b/apps/docs/public/captions/academy/chat-intro.en.vtt
new file mode 100644
index 00000000000..d408a23d830
--- /dev/null
+++ b/apps/docs/public/captions/academy/chat-intro.en.vtt
@@ -0,0 +1,67 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:04.620
+In Sim, chat is the fastest way to work
+with your workspace when you know what you
+
+00:00:04.620 --> 00:00:09.780
+want, but not necessarily what clicks it
+will take to get there. Instead of jumping
+
+00:00:09.780 --> 00:00:14.960
+between workflows, tables, files, and
+knowledge bases yourself, you can ask from
+
+00:00:14.960 --> 00:00:20.780
+one place and let chat reach across the
+workspace for you. It can answer, operate,
+
+00:00:20.840 --> 00:00:26.340
+and help shape the system around the task.
+Let me show you what that feels like. This
+
+00:00:26.340 --> 00:00:29.900
+is the chat in Sim. Everything in your
+workspace is within its reach.
+
+00:00:31.720 --> 00:00:36.220
+Ask a question, and Sim queries your
+tables and searches your documents at the
+
+00:00:36.220 --> 00:00:39.740
+same time, then answers from both in one
+reply.
+
+00:00:42.720 --> 00:00:47.340
+Tell it to act, and it runs your
+workflows. Here, the whole backlog streams
+
+00:00:47.340 --> 00:00:51.260
+through the support desk, while the weekly
+digest goes out and lands on a schedule.
+
+00:00:54.660 --> 00:00:59.400
+It can reach outside the workspace, too,
+searching this week's conversations on X
+
+00:00:59.400 --> 00:01:02.500
+and Reddit. And filing what it learns back
+in as a document.
+
+00:01:04.680 --> 00:01:08.940
+And the pieces compose, one sentence
+builds a new workflow that reads those
+
+00:01:08.940 --> 00:01:12.420
+trends on a schedule, and calls your
+support desk when something matches.
+
+00:01:16.960 --> 00:01:20.920
+That's the chat in Sim. Open it. Ask for
+what you need, and the workspace you've
+
+00:01:20.920 --> 00:01:22.460
+already built does the work.
diff --git a/apps/docs/public/captions/academy/files-intro.en.vtt b/apps/docs/public/captions/academy/files-intro.en.vtt
new file mode 100644
index 00000000000..e2fcf866a86
--- /dev/null
+++ b/apps/docs/public/captions/academy/files-intro.en.vtt
@@ -0,0 +1,111 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.620 --> 00:00:04.720
+Workflows don't just pass around text and
+numbers. They can also work with real
+
+00:00:04.720 --> 00:00:10.800
+documents, PDFs, reports, images, even
+video. Files are how your workspace
+
+00:00:10.800 --> 00:00:16.040
+holds onto those. Some you upload, others
+your workflows can generate. And any block
+
+00:00:16.040 --> 00:00:21.800
+can read a file in as a single object or
+write a new one back out. If your process
+
+00:00:21.800 --> 00:00:26.100
+involves managing content, it'll probably
+run through files. Let's see an example.
+
+00:00:28.300 --> 00:00:33.800
+A lot of the work your team handles starts
+as a document, an invoice, a report, notes
+
+00:00:33.800 --> 00:00:39.800
+from a call. In Sim, those documents live
+in your workspace as files. A file can
+
+00:00:39.800 --> 00:00:44.540
+arrive in several ways. You can upload one
+in a chat, post one to the API, or pull
+
+00:00:44.540 --> 00:00:49.600
+one off an email as an attachment. However
+it arrived, inside the workspace, every
+
+00:00:49.600 --> 00:00:54.860
+document becomes the same thing. A file
+object with an ID, a name, a URL, a size,
+
+00:00:54.980 --> 00:00:59.680
+and a type. Here's a workflow that
+processes them. A Gmail trigger hands its
+
+00:00:59.680 --> 00:01:05.640
+attachment to a file block. An agent reads
+it, and Supabase stores the result. When
+
+00:01:05.640 --> 00:01:10.340
+an email arrives, the trigger starts a
+run. It downloads the invoice and makes it
+
+00:01:10.340 --> 00:01:15.520
+available as an output that any block can
+reference. The file block points at the
+
+00:01:15.520 --> 00:01:19.560
+trigger's first attachment. And when the
+run reaches it, that reference resolves
+
+00:01:19.560 --> 00:01:24.960
+into the invoice itself. The agent reads
+the document directly and extracts the
+
+00:01:24.960 --> 00:01:28.860
+fields you asked for. The vendor, the
+total, and the date. You can see them in
+
+00:01:28.860 --> 00:01:29.860
+the run's output.
+
+00:01:31.520 --> 00:01:35.940
+Supabase writes those fields into the
+invoices table as a new row. From here,
+
+00:01:36.080 --> 00:01:41.300
+they're data that any of your tools can
+query. Files go out the same ways they
+
+00:01:41.300 --> 00:01:45.700
+come in. A run can email a document,
+upload one to drive, or write a new file
+
+00:01:45.700 --> 00:01:51.260
+back into the workspace. That was one
+document. The trigger fires for every
+
+00:01:51.260 --> 00:01:55.540
+email that arrives during the day. And
+each invoice is read and written to the
+
+00:01:55.540 --> 00:02:01.340
+table the same way. After the run, the
+document is still in your workspace as a
+
+00:02:01.340 --> 00:02:05.320
+file. And the values it carried are rows
+in the table. You can go back to either
+
+00:02:05.320 --> 00:02:10.700
+one. That's files in Sim. Documents come
+in, workflows read them, and the results
+
+00:02:10.700 --> 00:02:13.220
+land where the rest of your tools can use
+them.
diff --git a/apps/docs/public/captions/academy/files-object.en.vtt b/apps/docs/public/captions/academy/files-object.en.vtt
new file mode 100644
index 00000000000..81d167be4f7
--- /dev/null
+++ b/apps/docs/public/captions/academy/files-object.en.vtt
@@ -0,0 +1,101 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:06.100
+Files can look completely different on the
+outside. A PDF from Gmail, an image from a
+
+00:00:06.100 --> 00:00:12.080
+generation, an audio clip, a document from
+a parser. But for workflows to use them
+
+00:00:12.080 --> 00:00:18.380
+reliably, they need a common shape. This
+is the file object. It gives Sim one
+
+00:00:18.380 --> 00:00:24.120
+consistent interface to pass files between
+blocks so producers and consumers can work
+
+00:00:24.120 --> 00:00:29.840
+together without every file source needing
+special handling. Let me show you how the
+
+00:00:29.840 --> 00:00:35.520
+files object works. Your workflows make
+files from very different places. An email
+
+00:00:35.520 --> 00:00:39.980
+arrives carrying an attachment. One block
+generates an image, another turns text
+
+00:00:39.980 --> 00:00:45.800
+into speech, and another reads a document.
+Wire them all into one agent, and every
+
+00:00:45.800 --> 00:00:51.140
+lane feeds the same reader. The Gmail
+trigger fires first, and its attachment
+
+00:00:51.140 --> 00:00:56.580
+lands in the workflow as a file object.
+Then the image, the audio clip, and the
+
+00:00:56.580 --> 00:01:00.660
+parsed document arrive, each one delivered
+exactly the same way.
+
+00:01:02.380 --> 00:01:07.040
+Look at what's settled underneath. Four
+very different payloads, and the identical
+
+00:01:07.040 --> 00:01:11.920
+package around every one of them. Run it
+at full speed, and whatever a lane
+
+00:01:11.920 --> 00:01:14.720
+produces, the agent simply reads the next
+file object.
+
+00:01:16.740 --> 00:01:18.760
+Catch one mid -run and look closer.
+
+00:01:20.780 --> 00:01:26.180
+Every file object carries the same fields,
+an ID, a name, a URL, where the bytes
+
+00:01:26.180 --> 00:01:31.560
+live, a size, a type, and the content
+itself. A couple more fields exist under
+
+00:01:31.560 --> 00:01:36.600
+the hood, but this shape never changes, no
+matter which block made the file. Put it
+
+00:01:36.600 --> 00:01:38.280
+back, and the machine keeps moving.
+
+00:01:40.120 --> 00:01:44.420
+Because every producer speaks the same
+format, you can swap which one feeds the
+
+00:01:44.420 --> 00:01:46.680
+agent, and the agent side never changes.
+
+00:01:47.940 --> 00:01:52.840
+It works downstream, too. The same object
+can ride to any consumer, into an agent,
+
+00:01:53.000 --> 00:01:58.920
+out as an email attachment, or straight
+into storage. This is a real template. An
+
+00:01:58.920 --> 00:02:03.740
+invoice lands in Gmail, gets parsed, an
+agent pulls out the fields, and the result
+
+00:02:03.740 --> 00:02:07.680
+settles in your database. One object
+riding the whole way through.
diff --git a/apps/docs/public/captions/academy/kb-connectors.en.vtt b/apps/docs/public/captions/academy/kb-connectors.en.vtt
new file mode 100644
index 00000000000..ba9c56e40f9
--- /dev/null
+++ b/apps/docs/public/captions/academy/kb-connectors.en.vtt
@@ -0,0 +1,111 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.820
+A knowledge base is only as good as the
+documents inside it. If those documents
+
+00:00:05.820 --> 00:00:11.560
+live somewhere else, in Drive, Notion,
+GitHub, or another source, uploading them
+
+00:00:11.560 --> 00:00:16.880
+once is not enough. The source changes,
+and your agent's knowledge needs to change
+
+00:00:16.880 --> 00:00:22.160
+with it. Connectors keep the knowledge
+base tied to where the work already lives,
+
+00:00:22.300 --> 00:00:27.700
+so that answers stay grounded in the
+current material. Let me show you how
+
+00:00:27.700 --> 00:00:32.880
+connectors work. This knowledge base holds
+17 documents, and every one of them was
+
+00:00:32.880 --> 00:00:37.260
+uploaded by hand. The moment a source
+changes, the copy in here starts to drift.
+
+00:00:38.160 --> 00:00:42.320
+Instead of re -uploading, you add a
+connector, and Sim opens a picker of
+
+00:00:42.320 --> 00:00:43.780
+sources it can sync from.
+
+00:00:45.120 --> 00:00:48.300
+Pick Notion, and the connector asks how to
+read your workspace.
+
+00:00:52.140 --> 00:00:56.640
+You authorize the account once, and Sim
+keeps the connection alive from there.
+
+00:00:58.040 --> 00:01:02.800
+Then you choose what to sync, the whole
+workspace, one database, or a single page,
+
+00:01:02.920 --> 00:01:07.600
+and its children. Here, the docs page. And
+you choose how often it checks. From every
+
+00:01:07.600 --> 00:01:10.640
+hour down to manual only, this one syncs
+daily.
+
+00:01:12.200 --> 00:01:16.600
+Connect and sync, and the connector lands
+beside your knowledge base and starts its
+
+00:01:16.600 --> 00:01:17.600
+first import.
+
+00:01:19.080 --> 00:01:25.060
+12 pages stream in from Notion. The base
+grows from 17 documents to 29, and the
+
+00:01:25.060 --> 00:01:30.820
+first sync is written into the history.
+Synced pages are processed exactly like
+
+00:01:30.820 --> 00:01:33.680
+uploads, split into chunks and indexed for
+search.
+
+00:01:36.120 --> 00:01:39.960
+From here, the connector checks on its
+schedule, and most days, there is nothing
+
+00:01:39.960 --> 00:01:40.960
+to do.
+
+00:01:43.140 --> 00:01:47.460
+When someone edits a page in Notion, the
+next sync catches it, and only that
+
+00:01:47.460 --> 00:01:48.940
+document is reprocessed.
+
+00:01:51.100 --> 00:01:55.640
+And when a page is deleted at the source,
+it leaves the base too, so nothing stale
+
+00:01:55.640 --> 00:01:56.640
+is left behind.
+
+00:01:58.000 --> 00:02:01.980
+The payoff shows up in your workflows.
+When an agent searches this base, it
+
+00:02:01.980 --> 00:02:04.540
+answers from the passage that's synced
+this morning.
+
+00:02:08.120 --> 00:02:12.440
+That is what a connector buys you. A
+knowledge base that keeps itself current.
diff --git a/apps/docs/public/captions/academy/knowledge-bases.en.vtt b/apps/docs/public/captions/academy/knowledge-bases.en.vtt
new file mode 100644
index 00000000000..18e6d96010f
--- /dev/null
+++ b/apps/docs/public/captions/academy/knowledge-bases.en.vtt
@@ -0,0 +1,120 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.320
+Out of the box, an agent only knows what
+its model was trained on. Nothing about
+
+00:00:05.320 --> 00:00:10.740
+your company, your docs, or your product.
+A knowledge base fixes that. You give it
+
+00:00:10.740 --> 00:00:13.860
+your documents, and it becomes a
+searchable memory your workflows can pull
+
+00:00:13.860 --> 00:00:18.240
+from, so when an agent needs an answer,
+it's grounded in your material instead of
+
+00:00:18.240 --> 00:00:23.120
+guessing. And when you use knowledge bases
+as a component in your workflows, you can
+
+00:00:23.120 --> 00:00:27.720
+build AI systems that actually understand
+your business. Let me show you how it
+
+00:00:27.720 --> 00:00:33.020
+works. Your company's knowledge is
+scattered across docs, wikis, PDFs,
+
+00:00:33.240 --> 00:00:38.620
+spreadsheets, and inboxes. The naive fix
+is to stuff it all into the prompt, but
+
+00:00:38.620 --> 00:00:42.800
+cram in everything and the model drowns.
+Too much context and the answer falls
+
+00:00:42.800 --> 00:00:47.960
+apart. The fix is a knowledge base. You
+collect those scattered sources into one
+
+00:00:47.960 --> 00:00:52.920
+place, and Sim makes everything inside it
+searchable. A knowledge base is a
+
+00:00:52.920 --> 00:00:58.640
+resource. It lives in your workspace right
+alongside your workflows. And you can have
+
+00:00:58.640 --> 00:01:02.520
+more than one. Separate bases for
+engineering, sales, support. So each
+
+00:01:02.520 --> 00:01:06.820
+workflow searches only the knowledge it
+should. You probably already have
+
+00:01:06.820 --> 00:01:10.680
+knowledge you'd like your workflows to
+use. Here, a customer asks about the
+
+00:01:10.680 --> 00:01:14.100
+refund policy, and the question reaches
+the knowledge block.
+
+00:01:15.360 --> 00:01:19.600
+Inside a workflow, the knowledge block
+points at one of those bases. This one
+
+00:01:19.600 --> 00:01:21.540
+holds your product docs, 17 of them.
+
+00:01:24.440 --> 00:01:28.960
+Inside a knowledge base, the key unit of
+information is the document. A document
+
+00:01:28.960 --> 00:01:33.760
+gets processed by Sim into smaller pieces
+called chunks. And it's the chunks that
+
+00:01:33.760 --> 00:01:38.360
+get searched, not whole files. When a
+question comes in, it's matched against
+
+00:01:38.360 --> 00:01:43.280
+every chunk by meaning. And the closest
+few come back. The pieces most likely to
+
+00:01:43.280 --> 00:01:44.280
+hold the answer.
+
+00:01:47.000 --> 00:01:51.860
+Those chunks get inserted into the model's
+context. So before the agent writes a
+
+00:01:51.860 --> 00:01:56.440
+single word, it's already looking at your
+actual policy. And the answer it derives
+
+00:01:56.440 --> 00:01:57.920
+is grounded in your documents.
+
+00:02:00.920 --> 00:02:05.720
+And every search leaves a record. The
+question, the chunks it pulled, and the
+
+00:02:05.720 --> 00:02:11.320
+answer it produced. You can always see why
+it said what it said. There's no magic in
+
+00:02:11.320 --> 00:02:15.360
+any of this. It's your documents made
+searchable and brought to the model at the
+
+00:02:15.360 --> 00:02:16.380
+moment it needs them.
diff --git a/apps/docs/public/captions/academy/tables-operations.en.vtt b/apps/docs/public/captions/academy/tables-operations.en.vtt
new file mode 100644
index 00000000000..199470a6c38
--- /dev/null
+++ b/apps/docs/public/captions/academy/tables-operations.en.vtt
@@ -0,0 +1,91 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.100
+Tables become much more useful when
+workflows can act on them directly. Maybe
+
+00:00:05.100 --> 00:00:10.440
+you need to find every new lead, add a row
+when something happens, update a status
+
+00:00:10.440 --> 00:00:15.200
+after an agent finishes, or clean up
+records you no longer need. The table
+
+00:00:15.200 --> 00:00:20.020
+block is what connects those structured
+records to the rest of your workload, so
+
+00:00:20.020 --> 00:00:24.460
+data can move in and out of tables as the
+process runs. Let me show you how the
+
+00:00:24.460 --> 00:00:25.480
+table block works.
+
+00:00:27.180 --> 00:00:31.980
+The table block works across two surfaces.
+A panel where you describe the operation
+
+00:00:31.980 --> 00:00:33.960
+and the live table that answers it.
+
+00:00:35.540 --> 00:00:39.840
+Everything the block can do to a table
+starts from the operation dropdown, and it
+
+00:00:39.840 --> 00:00:40.900
+opens on query rows.
+
+00:00:43.220 --> 00:00:47.940
+A query is shaped by its filter, so we
+build one condition, priority equals high.
+
+00:00:52.280 --> 00:00:56.980
+Run it, and three rows match. The table
+itself is untouched because a query only
+
+00:00:56.980 --> 00:00:57.980
+reads.
+
+00:00:59.240 --> 00:01:03.380
+Now change just the operator to not
+equals, and the same run selects the
+
+00:01:03.380 --> 00:01:04.380
+opposite rows.
+
+00:01:07.500 --> 00:01:12.020
+Conditions stack, so adding status equals
+open narrows the match to a single ticket.
+
+00:01:15.420 --> 00:01:20.240
+Delete rows by filter takes the same
+shape, one filter, and the matching row
+
+00:01:20.240 --> 00:01:21.240
+leaves the table.
+
+00:01:23.420 --> 00:01:28.520
+Insert row swaps the filter for row data,
+and every key in the payload lands as a
+
+00:01:28.520 --> 00:01:29.600
+cell in the new row.
+
+00:01:33.420 --> 00:01:38.060
+Update rows by filter combines both. The
+filter picks the open tickets, and the row
+
+00:01:38.060 --> 00:01:39.880
+data flips each one to resolved.
+
+00:01:43.820 --> 00:01:47.800
+Each operation follows the same shape. You
+describe it in the panel, run the block,
+
+00:01:48.020 --> 00:01:49.220
+and read the result in the table.
diff --git a/apps/docs/public/captions/academy/tables-workflow-columns.en.vtt b/apps/docs/public/captions/academy/tables-workflow-columns.en.vtt
new file mode 100644
index 00000000000..eb8c887a119
--- /dev/null
+++ b/apps/docs/public/captions/academy/tables-workflow-columns.en.vtt
@@ -0,0 +1,182 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:04.400
+Tables are useful when they hold the state
+of your work, but sometimes a column
+
+00:00:04.400 --> 00:00:09.280
+shouldn't be typed in by hand. It should
+be produced by workflow. Workflow columns
+
+00:00:09.280 --> 00:00:14.520
+let a table run your logic row by row,
+write the result back into the right cell,
+
+00:00:14.660 --> 00:00:20.720
+and then keep going as new rows become
+ready. So a table stops being just the
+
+00:00:20.720 --> 00:00:25.520
+place to store results and becomes a
+pipeline that fills itself. Let me show
+
+00:00:25.520 --> 00:00:26.520
+you how it works.
+
+00:00:27.860 --> 00:00:33.060
+Alongside your workflows, a workspace can
+hold tables. This one tracks AI startup
+
+00:00:33.060 --> 00:00:38.660
+leads, and so far, only the company column
+has been typed in. A workflow column is
+
+00:00:38.660 --> 00:00:42.780
+different. Instead of typing its values
+in, you attach one of your workflows, and
+
+00:00:42.780 --> 00:00:48.440
+that workflow fills the column for you.
+Everything that defines it lives in one
+
+00:00:48.440 --> 00:00:52.240
+panel, starting with which of your
+workflows runs. Here, it's a small
+
+00:00:52.240 --> 00:00:57.700
+workflow that finds a company's website.
+Its inputs are bound to columns. On every
+
+00:00:57.700 --> 00:01:03.180
+row, the workflow will read that row's
+company value as its input. And its output
+
+00:01:03.180 --> 00:01:08.040
+is bound to the column it fills. So each
+run writes one cell right beside its
+
+00:01:08.040 --> 00:01:13.200
+source. You can run a single row to watch
+it work. The cell reports the run as it
+
+00:01:13.200 --> 00:01:19.100
+moves, queued first, then running. Under
+that badge is a real workflow run. The
+
+00:01:19.100 --> 00:01:23.140
+row's company value lands at the start
+block, and the agent picks it up as its
+
+00:01:23.140 --> 00:01:28.740
+input. When the run finishes, the output
+is written back into the row. One row in,
+
+00:01:28.900 --> 00:01:34.240
+one run, one value back. You can attach
+more than one group to the same table.
+
+00:01:34.480 --> 00:01:38.320
+This one scores each lead, and it reads
+the domain column that the first group
+
+00:01:38.320 --> 00:01:43.220
+fills. That dependency is called run
+after. The row that already has a domain
+
+00:01:43.220 --> 00:01:49.200
+queues up immediately, and the empty rows
+simply wait. Turn on auto run, and you
+
+00:01:49.200 --> 00:01:55.340
+stop clicking altogether. Every row that's
+ready fires on its own all at once. Now
+
+00:01:55.340 --> 00:02:00.600
+watch the cascade. The moment a row's
+domain lands, its score becomes eligible
+
+00:02:00.600 --> 00:02:06.800
+and starts running. Each row moves through
+the stages on its own. Runs finish in
+
+00:02:06.800 --> 00:02:10.700
+their own time, and every result settles
+in next to the data that produced it.
+
+00:02:13.700 --> 00:02:18.100
+From here, the table takes care of itself.
+Type in a new company, and the whole
+
+00:02:18.100 --> 00:02:22.120
+pipeline runs it. The domain first, then
+the score, without a single click.
+
+00:02:23.660 --> 00:02:28.860
+And that's the finished table. But every
+value in these workflow columns was
+
+00:02:28.860 --> 00:02:34.860
+produced by a real workflow. One run for
+every row. So take one value. Where did
+
+00:02:34.860 --> 00:02:36.720
+this 75 actually come from?
+
+00:02:38.720 --> 00:02:44.560
+The cell remembers. Open its menu, and you
+can view the execution behind it. What
+
+00:02:44.560 --> 00:02:48.640
+opens is the trace of a real run, finished
+in under two seconds, for one credit.
+
+00:02:50.120 --> 00:02:54.740
+Every block that ran is a span. Start
+handed the row in, and the lead scorer
+
+00:02:54.740 --> 00:03:00.040
+agent spent nearly all of the time
+producing the score. The cell is simply
+
+00:03:00.040 --> 00:03:01.760
+where that run wrote down its answer.
+
+00:03:03.480 --> 00:03:08.320
+And that is true all the way down. Every
+cell in the column is its own run, with
+
+00:03:08.320 --> 00:03:09.720
+its own trace behind it.
+
+00:03:11.720 --> 00:03:15.840
+Rows that are still working just show
+their state, and when a run completes, the
+
+00:03:15.840 --> 00:03:20.420
+badge becomes the value. One row failed,
+and the cell says so.
+
+00:03:24.220 --> 00:03:27.260
+Its own trace shows exactly which block
+failed, and why.
+
+00:03:31.160 --> 00:03:36.680
+So fixing it is one click. Rerun the cell,
+and the workflow runs again, for just this
+
+00:03:36.680 --> 00:03:37.680
+row.
+
+00:03:38.420 --> 00:03:41.620
+The new value replaces the badge, with a
+fresh trace behind it.
+
+00:03:43.260 --> 00:03:48.660
+That is what a workflow column really is.
+A column of runs, where every answer comes
+
+00:03:48.660 --> 00:03:49.660
+with its receipt.
diff --git a/apps/docs/public/captions/academy/tables.en.vtt b/apps/docs/public/captions/academy/tables.en.vtt
new file mode 100644
index 00000000000..ebcba5168c6
--- /dev/null
+++ b/apps/docs/public/captions/academy/tables.en.vtt
@@ -0,0 +1,92 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.460
+Most of what your workflows produce is
+structured data. Statuses, scores, results
+
+00:00:05.460 --> 00:00:10.240
+you want to keep and act on later. That's
+what tables are for. They're like a
+
+00:00:10.240 --> 00:00:14.720
+database built right into your workspace
+with rows and columns your workflows can
+
+00:00:14.720 --> 00:00:20.080
+read from and write back to, run after
+run. Anything you want to track, process
+
+00:00:20.080 --> 00:00:25.380
+in batches, or build on over time should
+live in a table. Let me show you how they
+
+00:00:25.380 --> 00:00:30.300
+work. Every business runs on small facts
+like this one, a company name someone
+
+00:00:30.300 --> 00:00:31.300
+wrote down.
+
+00:00:32.140 --> 00:00:37.480
+In a table, that fact lives inside a row,
+one record that keeps everything about
+
+00:00:37.480 --> 00:00:39.000
+this lead in one place.
+
+00:00:40.220 --> 00:00:45.140
+Each column gives its values, a type,
+text, numbers, dates, so every record
+
+00:00:45.140 --> 00:00:46.800
+keeps the same reliable shape.
+
+00:00:49.240 --> 00:00:54.400
+Zoom out, and this is a table, typed
+columns over rows, where each row is one
+
+00:00:54.400 --> 00:00:55.400
+real record.
+
+00:00:57.220 --> 00:01:01.320
+New leads keep arriving, and each one
+lands as another clean row.
+
+00:01:04.180 --> 00:01:09.140
+And the shape can grow. A new column
+starts from a type, text, number, boolean,
+
+00:01:09.340 --> 00:01:14.840
+date, or JSON, and a column can even be
+filled by a workflow. Pick boolean, and a
+
+00:01:14.840 --> 00:01:18.520
+qualified column lands with a real
+checkbox on every record, matching the
+
+00:01:18.520 --> 00:01:19.520
+status beside it.
+
+00:01:21.460 --> 00:01:26.340
+The table stays current as work happens.
+The moment a deal moves, its status moves
+
+00:01:26.340 --> 00:01:27.340
+with it.
+
+00:01:28.460 --> 00:01:32.900
+And the same shape works for anything you
+track, support tickets, orders, any
+
+00:01:32.900 --> 00:01:34.680
+structured record your team keeps.
+
+00:01:37.460 --> 00:01:41.960
+A table is a home for your records,
+alongside the workflows that will put them
+
+00:01:41.960 --> 00:01:42.960
+to work.
diff --git a/apps/docs/public/captions/academy/what-is-sim.en.vtt b/apps/docs/public/captions/academy/what-is-sim.en.vtt
new file mode 100644
index 00000000000..347fd57b02c
--- /dev/null
+++ b/apps/docs/public/captions/academy/what-is-sim.en.vtt
@@ -0,0 +1,114 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:04.460
+Welcome to Sim. My name is Will, and I'll
+be your instructor throughout Sim Academy.
+
+00:00:04.780 --> 00:00:08.880
+In this series, we'll go over the
+fundamentals of how Sim works and get you
+
+00:00:08.880 --> 00:00:13.520
+comfortable with the building blocks. The
+platform has so much to offer that it's
+
+00:00:13.520 --> 00:00:17.580
+easy to get overwhelmed, but once you
+master the basics, you'll be able to build
+
+00:00:17.580 --> 00:00:22.800
+your own agents and AI systems beyond
+basic automations and chatbots. I'm
+
+00:00:22.800 --> 00:00:24.120
+excited. Let's get started.
+
+00:00:25.520 --> 00:00:30.360
+Sim is a workspace where everything you
+build lives, your data, your workflows,
+
+00:00:30.720 --> 00:00:33.660
+all in one place, and your whole team can
+work in it together.
+
+00:00:35.660 --> 00:00:40.380
+Everything in a workspace is one of two
+kinds. Resources hold what your system
+
+00:00:40.380 --> 00:00:44.800
+knows, your knowledge bases, tables, and
+files. Workflows do the work, the agents
+
+00:00:44.800 --> 00:00:49.940
+that turn that data into action.
+Everything you build in Sim is made from a
+
+00:00:49.940 --> 00:00:53.640
+few main object types. These are the seven
+you'll work with. Let's walk through them
+
+00:00:53.640 --> 00:00:55.720
+quickly and see what each one is for.
+
+00:00:57.580 --> 00:01:02.340
+The first is the workflow, an executable
+process. Each block is one step. This one
+
+00:01:02.340 --> 00:01:07.340
+classifies a customer message and drafts a
+reply. Your system's steps live here.
+
+00:01:08.340 --> 00:01:13.440
+Tables hold your structured data, rows,
+and columns of statuses, scores, and
+
+00:01:13.440 --> 00:01:19.540
+outputs. Anything you want to inspect or
+process repeatedly belongs in a table. A
+
+00:01:19.540 --> 00:01:24.600
+knowledge base is searchable memory over
+your documents. You ask it a question, and
+
+00:01:24.600 --> 00:01:30.780
+it finds the most relevant material. Here,
+the quarterly report. Files are the
+
+00:01:30.780 --> 00:01:35.080
+documents and artifacts your workspace
+holds onto. Some you upload, like this
+
+00:01:35.080 --> 00:01:39.800
+report, and workflows can generate new
+ones, like this summary. Integrations
+
+00:01:39.800 --> 00:01:43.980
+connect your workflows and agents to the
+outside world. Services like Gmail,
+
+00:01:43.980 --> 00:01:49.020
+Notion, and Airtable. A workflow can read
+from these integrations and act through
+
+00:01:49.020 --> 00:01:53.880
+them. Every time something runs, Sim
+records what happened. That record is a
+
+00:01:53.880 --> 00:01:59.440
+log. It lists each step that ran with its
+timing and the output it produced. A
+
+00:01:59.440 --> 00:02:04.460
+deployment makes a workflow usable outside
+the editor. Publish it as a tool, and
+
+00:02:04.460 --> 00:02:09.180
+other AI systems, like Cursor or Claude
+Code, can call your workflow on demand
+
+00:02:09.180 --> 00:02:14.200
+over MCP. And it all comes together in the
+workflow. Let's open one up.
diff --git a/apps/docs/public/captions/academy/workflows-branching.en.vtt b/apps/docs/public/captions/academy/workflows-branching.en.vtt
new file mode 100644
index 00000000000..59ee5070ed8
--- /dev/null
+++ b/apps/docs/public/captions/academy/workflows-branching.en.vtt
@@ -0,0 +1,81 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:04.520
+Branching is how a workflow can split into
+different paths based on the result of a
+
+00:00:04.520 --> 00:00:09.460
+step. Say one step checks an incoming
+offer. If it's over a certain amount, the
+
+00:00:09.460 --> 00:00:14.540
+workflow routes it for review, and if not,
+it just continues on. In Sim, that split
+
+00:00:14.540 --> 00:00:20.080
+can come from a simple rule you set,
+written code, or be handed off to an agent
+
+00:00:20.080 --> 00:00:22.800
+to decide. Let me show you how it works.
+
+00:00:24.340 --> 00:00:28.720
+A workflow doesn't have to be a straight
+line. It can fork. The fork is one block,
+
+00:00:28.880 --> 00:00:34.120
+and every branch row on it is its own
+output port. A condition block picks the
+
+00:00:34.120 --> 00:00:38.580
+branch with a rule. The priority field
+resolves to high, the check passes
+
+00:00:38.580 --> 00:00:43.600
+instantly with no model involved, and the
+workflow takes the top lane. The bottom
+
+00:00:43.600 --> 00:00:49.100
+lane never runs. Branches are checked from
+top to bottom, and the first one that's
+
+00:00:49.100 --> 00:00:53.540
+true wins. This ticket matches nothing
+above it, so the else branch fires
+
+00:00:53.540 --> 00:00:57.740
+instead. When the rule is too hard to
+write, when the decision depends on
+
+00:00:57.740 --> 00:01:02.340
+meaning, you swap in a router. It takes a
+context to read, a model to read it, and a
+
+00:01:02.340 --> 00:01:03.340
+set of named routes.
+
+00:01:04.940 --> 00:01:09.500
+Now a model makes the choice. The router
+reads the ticket, thinks for a moment, and
+
+00:01:09.500 --> 00:01:12.980
+that pause is a real model call, then it
+picks the support route.
+
+00:01:16.580 --> 00:01:21.360
+The run's log shows five blocks, but only
+three rows ran. The branch that wasn't
+
+00:01:21.360 --> 00:01:27.180
+taken, never executed at all. It left no
+log entry and no output. It's still one
+
+00:01:27.180 --> 00:01:30.960
+workflow. Reach for a rule when you can
+write one, and reach for a model when you
+
+00:01:30.960 --> 00:01:31.960
+can't.
diff --git a/apps/docs/public/captions/academy/workflows-deployments.en.vtt b/apps/docs/public/captions/academy/workflows-deployments.en.vtt
new file mode 100644
index 00000000000..29a00db35b7
--- /dev/null
+++ b/apps/docs/public/captions/academy/workflows-deployments.en.vtt
@@ -0,0 +1,87 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.240
+So far, your workflow runs only when you
+run it inside the editor. Deploying
+
+00:00:05.240 --> 00:00:09.800
+changes that. It gives your workflow a
+real address so the outside world can
+
+00:00:09.800 --> 00:00:15.580
+reach it. As an API, other systems can
+call, a chat people can talk to, or a tool
+
+00:00:15.580 --> 00:00:20.760
+other AI agents can use. The same
+workflow, now live and running on demand.
+
+00:00:21.260 --> 00:00:27.040
+Let's show how to ship one. This is your
+working workflow. You type, I want a
+
+00:00:27.040 --> 00:00:31.800
+refund. It lands on the start block, the
+agent classifies it, and the response
+
+00:00:31.800 --> 00:00:35.900
+comes back, billing. But it only runs when
+you run it right here in the editor.
+
+00:00:36.940 --> 00:00:40.580
+Deploying publishes that workflow and
+gives it an address. Nothing inside
+
+00:00:40.580 --> 00:00:45.480
+changes, the same blocks, the same start.
+Now an external request can reach that
+
+00:00:45.480 --> 00:00:51.320
+address and flow straight into the start
+block, and the workflow runs. A request
+
+00:00:51.320 --> 00:00:57.540
+comes in from somewhere else, a refund
+from customer 4821. It lands on the same
+
+00:00:57.540 --> 00:01:02.060
+input row. The agent runs, the answer
+comes back billing, and the reply goes
+
+00:01:02.060 --> 00:01:07.820
+back out. An external call is just a run.
+The only difference is where it came from.
+
+00:01:08.560 --> 00:01:13.500
+You can also deploy the same workflow as a
+chat. Deploying as a chat gives it a chat
+
+00:01:13.500 --> 00:01:17.840
+page, and anyone who opens it gets a
+conversation. Each message they send flows
+
+00:01:17.840 --> 00:01:22.320
+into the same start block as its input.
+The agent thinks, and the reply that comes
+
+00:01:22.320 --> 00:01:28.640
+back is whatever output you selected.
+Here, billing. Underneath the
+
+00:01:28.640 --> 00:01:35.100
+conversation, it's the same ordinary run.
+Every time. That's a deployment. The
+
+00:01:35.100 --> 00:01:40.020
+same workflow you built, now running as an
+operational system. A call arrives, the
+
+00:01:40.020 --> 00:01:44.040
+chain settles in order, and the reply goes
+back out whenever they call it, with no
+
+00:01:44.040 --> 00:01:45.040
+one in the editor.
diff --git a/apps/docs/public/captions/academy/workflows-intro.en.vtt b/apps/docs/public/captions/academy/workflows-intro.en.vtt
new file mode 100644
index 00000000000..c90e32bb540
--- /dev/null
+++ b/apps/docs/public/captions/academy/workflows-intro.en.vtt
@@ -0,0 +1,117 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.640
+In Sim, workflows are the repeatable
+processes that power your workspace's AI
+
+00:00:05.640 --> 00:00:10.260
+systems. They're where your business's
+logic, automations, and agents are
+
+00:00:10.260 --> 00:00:15.520
+defined, where data and resources get
+converted into action. Almost everything
+
+00:00:15.520 --> 00:00:21.140
+you'll make will use them. Whether it's a
+support agent that triages tickets, or a
+
+00:00:21.140 --> 00:00:25.940
+pipeline that enriches your leads, or a
+monitoring process that runs on a
+
+00:00:25.940 --> 00:00:30.840
+schedule, these functions are all
+expressed through workflows. Let's open
+
+00:00:30.840 --> 00:00:35.600
+one up. This is a workflow, a visual
+program, a process laid out as connected
+
+00:00:35.600 --> 00:00:39.100
+blocks, each one a step. Here it is,
+running once, start to finish.
+
+00:00:42.640 --> 00:00:47.380
+Some blocks can act as triggers, which
+start the workflow. And Sim offers
+
+00:00:47.380 --> 00:00:51.540
+thousands of integrations with other
+services, a library of third -party
+
+00:00:51.540 --> 00:00:56.800
+actions and triggers that's actively
+maintained and always growing. Each block
+
+00:00:56.800 --> 00:01:01.260
+is configured by its parameters. Open one
+up and you can see them. The operation it
+
+00:01:01.260 --> 00:01:05.200
+performs, the query it searches for, and
+how many results to bring back.
+
+00:01:07.820 --> 00:01:13.100
+A parameter can hold a fixed value, or use
+the result of a previous block via a
+
+00:01:13.100 --> 00:01:17.400
+connection tag. The answer's message
+inserts the excerpts that retrieve context
+
+00:01:17.400 --> 00:01:21.980
+found. A connection tag names the block
+and the field, enclosed in angle brackets,
+
+00:01:22.140 --> 00:01:27.840
+and points right at that block's output.
+You can follow any tag back to where its
+
+00:01:27.840 --> 00:01:32.040
+value came from. This one reads from the
+block right beside it, and this one
+
+00:01:32.040 --> 00:01:33.500
+reaches much further back.
+
+00:01:36.080 --> 00:01:41.020
+When it runs, each block starts the moment
+the blocks feeding it are done. So once
+
+00:01:41.020 --> 00:01:45.640
+retrieve context returns, the answer and
+the log both run at the same time.
+
+00:01:47.060 --> 00:01:51.380
+And when several feed into one, it waits
+for all of them. The log finishes
+
+00:01:51.380 --> 00:01:56.000
+instantly, but the result holds until the
+answer is done too, then runs once with
+
+00:01:56.000 --> 00:01:57.000
+both ready.
+
+00:01:59.340 --> 00:02:03.980
+That's the whole model. A trigger starts
+it. Each block runs as soon as its inputs
+
+00:02:03.980 --> 00:02:07.920
+arrive. Data moves through connection
+tags, and the run ends at the result.
+
+00:02:10.140 --> 00:02:14.960
+And the same rules apply no matter how big
+a workflow gets. Add more blocks, more
+
+00:02:14.960 --> 00:02:19.760
+branches, loops, even whole sub workflows
+nested inside. And it all still runs the
+
+00:02:19.760 --> 00:02:20.760
+same way.
diff --git a/apps/docs/public/captions/academy/workflows-logs.en.vtt b/apps/docs/public/captions/academy/workflows-logs.en.vtt
new file mode 100644
index 00000000000..6f697ddd19f
--- /dev/null
+++ b/apps/docs/public/captions/academy/workflows-logs.en.vtt
@@ -0,0 +1,74 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:05.740
+When a workflow runs, the output only
+tells you where it ended up. The log tells
+
+00:00:05.740 --> 00:00:10.360
+you how it got there. It shows which
+blocks ran, what each one received, what
+
+00:00:10.360 --> 00:00:15.360
+it returned, how long it took, where a
+value originally came from. That matters
+
+00:00:15.360 --> 00:00:19.600
+when something looks wrong because
+debugging a workflow usually means tracing
+
+00:00:19.600 --> 00:00:24.880
+one bad result backwards until you find
+the step that caused it. Let's take a look
+
+00:00:24.880 --> 00:00:30.500
+at a real run and read the log. Here's a
+workflow processing a support ticket. Four
+
+00:00:30.500 --> 00:00:35.180
+blocks start to finish. Every time a
+workflow runs, Sim records exactly what
+
+00:00:35.180 --> 00:00:37.300
+happened. That record is called a log.
+
+00:00:38.560 --> 00:00:43.360
+The log lists every block in the order it
+ran, along with its timing, so you can see
+
+00:00:43.360 --> 00:00:46.240
+exactly where the 12 seconds of this run
+were spent.
+
+00:00:48.820 --> 00:00:53.800
+Selecting a block shows everything it
+actually did. This agent made three tool
+
+00:00:53.800 --> 00:00:57.500
+calls, a customer lookup, and two
+knowledge searches, and the log records
+
+00:00:57.500 --> 00:01:03.220
+each call, along with the tokens it used.
+The log also shows where every value came
+
+00:01:03.220 --> 00:01:07.320
+from. This row was built from the
+function's result. The function read the
+
+00:01:07.320 --> 00:01:11.760
+agent's answer, and the agent read the
+customer's message. To debug a workflow,
+
+00:01:12.020 --> 00:01:16.540
+you read the log backwards from the wrong
+value step -by -step to its source.
+
+00:01:20.660 --> 00:01:25.480
+Every run produces a log automatically.
+When a workflow does something unexpected,
+
+00:01:25.800 --> 00:01:27.540
+the log is the first place to look.
diff --git a/apps/docs/public/captions/academy/workflows-loops.en.vtt b/apps/docs/public/captions/academy/workflows-loops.en.vtt
new file mode 100644
index 00000000000..ce17c66cab4
--- /dev/null
+++ b/apps/docs/public/captions/academy/workflows-loops.en.vtt
@@ -0,0 +1,78 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.740 --> 00:00:05.360
+Loops are one of the most fundamental
+ideas in programming, a way to repeat the
+
+00:00:05.360 --> 00:00:10.460
+same step across a whole set of items. Sim
+gives you two blocks for this, the loop
+
+00:00:10.460 --> 00:00:15.520
+block and the parallel block. They do the
+same job, running whatever's inside once
+
+00:00:15.520 --> 00:00:20.980
+for every item in a collection, but they
+go about it in very different ways. Let me
+
+00:00:20.980 --> 00:00:25.980
+walk you through how each one works and
+when to reach for one over the other. Some
+
+00:00:25.980 --> 00:00:30.360
+jobs are a list. The same steps need to
+run for every item. For that, Sim has the
+
+00:00:30.360 --> 00:00:34.640
+loop, a block that holds other blocks.
+Whatever you place inside it runs once per
+
+00:00:34.640 --> 00:00:39.660
+item. The loop is configured with a
+collection to iterate over. Three items
+
+00:00:39.660 --> 00:00:42.440
+here, so everything inside will run three
+times.
+
+00:00:43.800 --> 00:00:48.500
+Watch the current item reference. On the
+first pass, it resolves to X, the same
+
+00:00:48.500 --> 00:00:53.240
+steps run again with Y and then Z. A loop
+takes the items strictly in order.
+
+00:00:57.700 --> 00:01:02.700
+After the last pass, the loop exits once.
+Downstream, the loop results value is an
+
+00:01:02.700 --> 00:01:08.020
+array holding every pass's output in
+order. Now swap the container to parallel.
+
+00:01:08.020 --> 00:01:12.900
+The steps inside don't change. Only the
+schedule does. References follow the name
+
+00:01:12.900 --> 00:01:18.360
+so the tags update on their own. A
+parallel block runs one copy of the inside
+
+00:01:18.360 --> 00:01:23.200
+for every item, all at the same time. They
+finish together and the same results array
+
+00:01:23.200 --> 00:01:24.200
+comes out.
+
+00:01:27.360 --> 00:01:32.040
+One shape, two schedules. Use a loop when
+the order matters and parallel when it
+
+00:01:32.040 --> 00:01:33.040
+doesn't.
diff --git a/apps/docs/public/captions/academy/workflows-subworkflows.en.vtt b/apps/docs/public/captions/academy/workflows-subworkflows.en.vtt
new file mode 100644
index 00000000000..59da476a9e7
--- /dev/null
+++ b/apps/docs/public/captions/academy/workflows-subworkflows.en.vtt
@@ -0,0 +1,69 @@
+WEBVTT
+
+NOTE
+Automatic English captions. Generated locally and checked with additional audio decodes; not fully audited by listening.
+
+00:00:00.000 --> 00:00:04.060
+Once you've built a workflow that does
+something well, you don't want to rebuild
+
+00:00:04.060 --> 00:00:09.020
+it every time you need it. In Sim, any
+workflow can become a block inside another
+
+00:00:09.020 --> 00:00:13.600
+one. You build it once, then call it from
+anywhere, the same way you'd call a
+
+00:00:13.600 --> 00:00:18.460
+function in code. It's how small, focused
+workflows compose into bigger systems
+
+00:00:18.460 --> 00:00:23.800
+without turning into a mess. Let me show
+you what I mean. This is a workflow you've
+
+00:00:23.800 --> 00:00:27.940
+already built. It classifies customer
+messages end -to -end on its own.
+
+00:00:30.280 --> 00:00:35.700
+That whole workflow can fold into a single
+block inside another one. You pick which
+
+00:00:35.700 --> 00:00:39.320
+workflow it calls and what input it
+receives, and then you build around it
+
+00:00:39.320 --> 00:00:44.020
+like any other block. When the run reaches
+the workflow block, it hands over the
+
+00:00:44.020 --> 00:00:46.060
+value, and then it waits for the answer.
+
+00:00:47.920 --> 00:00:52.600
+The call holds at the top, while the child
+workflow runs underneath. The value the
+
+00:00:52.600 --> 00:00:56.680
+parent passed in is the child's start
+input, and the child runs end -to -end
+
+00:00:56.680 --> 00:00:58.700
+with it, the same way it runs on its own.
+
+00:01:01.900 --> 00:01:06.420
+When the child finishes, its answer comes
+back as the block's result, and the parent
+
+00:01:06.420 --> 00:01:08.520
+continues with it like any other value.
+
+00:01:11.800 --> 00:01:17.160
+And the parent can become a block inside
+something bigger. Keeping workflows small
+
+00:01:17.160 --> 00:01:20.920
+and calling them from each other is how
+large systems stay manageable.
diff --git a/apps/realtime/src/handlers/file-doc.join-readiness.test.ts b/apps/realtime/src/handlers/file-doc.join-readiness.test.ts
index 4938c0680f4..0aa92d2179c 100644
--- a/apps/realtime/src/handlers/file-doc.join-readiness.test.ts
+++ b/apps/realtime/src/handlers/file-doc.join-readiness.test.ts
@@ -12,6 +12,7 @@
 import {
   FILE_DOC_EVENTS,
   FILE_DOC_MESSAGE_TYPE,
+  FILE_DOC_SCHEMA_VERSION,
   FILE_DOC_SEED,
 } from '@sim/realtime-protocol/file-doc'
 import * as decoding from 'lib0/decoding'
@@ -272,7 +273,15 @@ describe('file-doc join readiness (shared store enabled)', () => {
     backing.readDelayTicks = 6
     const { socket, handlers } = setup('socket-1', sockets)
 
-    await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: FILE_ID, clientId: 1 })
+    await handlers[FILE_DOC_EVENTS.JOIN]({
+      fileId: FILE_ID,
+      clientId: 1,
+      schemaVersion: FILE_DOC_SCHEMA_VERSION,
+    })
+    expect(socket.emit).toHaveBeenCalledWith(
+      FILE_DOC_EVENTS.JOIN_SUCCESS,
+      expect.objectContaining({ fileId: FILE_ID, schemaVersion: FILE_DOC_SCHEMA_VERSION })
+    )
     requestSyncStep2(handlers)
     await flushPendingWork()
 
@@ -283,9 +292,17 @@ describe('file-doc join readiness (shared store enabled)', () => {
 
   it('does not fetch a seed for a room the stream can already reconstruct', async () => {
     seedWarmStreamHistory()
-    const { handlers } = setup('socket-1', sockets)
+    const { socket, handlers } = setup('socket-1', sockets)
 
-    await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: FILE_ID, clientId: 1 })
+    await handlers[FILE_DOC_EVENTS.JOIN]({
+      fileId: FILE_ID,
+      clientId: 1,
+      schemaVersion: FILE_DOC_SCHEMA_VERSION,
+    })
+    expect(socket.emit).toHaveBeenCalledWith(
+      FILE_DOC_EVENTS.JOIN_SUCCESS,
+      expect.objectContaining({ fileId: FILE_ID, schemaVersion: FILE_DOC_SCHEMA_VERSION })
+    )
 
     expect(mockFetchFileDocSeed).not.toHaveBeenCalled()
   })
@@ -302,7 +319,15 @@ describe('file-doc join readiness (shared store enabled)', () => {
     doc.destroy()
 
     const { socket, handlers } = setup('socket-1', sockets)
-    await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: FILE_ID, clientId: 1 })
+    await handlers[FILE_DOC_EVENTS.JOIN]({
+      fileId: FILE_ID,
+      clientId: 1,
+      schemaVersion: FILE_DOC_SCHEMA_VERSION,
+    })
+    expect(socket.emit).toHaveBeenCalledWith(
+      FILE_DOC_EVENTS.JOIN_SUCCESS,
+      expect.objectContaining({ fileId: FILE_ID, schemaVersion: FILE_DOC_SCHEMA_VERSION })
+    )
     requestSyncStep2(handlers)
     await flushPendingWork()
 
diff --git a/apps/realtime/src/handlers/file-doc.test.ts b/apps/realtime/src/handlers/file-doc.test.ts
index 3bc5b90c5c4..79705397910 100644
--- a/apps/realtime/src/handlers/file-doc.test.ts
+++ b/apps/realtime/src/handlers/file-doc.test.ts
@@ -5,6 +5,7 @@ import {
   FILE_DOC_EVENTS,
   FILE_DOC_LIMITS,
   FILE_DOC_MESSAGE_TYPE,
+  FILE_DOC_SCHEMA_VERSION,
   FILE_DOC_SEED,
 } from '@sim/realtime-protocol/file-doc'
 import { ROOM_TYPES } from '@sim/realtime-protocol/rooms'
@@ -103,7 +104,14 @@ function createSocket(id: string, overrides?: Record<string, unknown>) {
     userImage: 'avatar.png',
     disconnected: false,
     on: vi.fn((event: string, handler: Handler) => {
-      handlers[event] = handler
+      handlers[event] =
+        event === FILE_DOC_EVENTS.JOIN
+          ? (payload) =>
+              handler({
+                schemaVersion: FILE_DOC_SCHEMA_VERSION,
+                ...(payload as Record<string, unknown>),
+              })
+          : handler
     }),
     emit: vi.fn(),
     join: vi.fn(),
@@ -281,22 +289,25 @@ describe('setupWorkspaceFileDocHandlers', () => {
     expect(mockAuthorizeRoom).not.toHaveBeenCalled()
   })
 
-  it('rejects an incompatible collaborative-document schema before authorizing', async () => {
-    const { io } = createIo()
-    const { socket, handlers } = setup('socket-schema', io)
+  it.each([undefined, 1, 99])(
+    'rejects incompatible schema %s before authorizing',
+    async (schemaVersion) => {
+      const { io } = createIo()
+      const { socket, handlers } = setup('socket-schema', io)
 
-    await handlers[FILE_DOC_EVENTS.JOIN]({
-      fileId: 'file-1',
-      clientId: 1,
-      schemaVersion: 99,
-    })
+      await handlers[FILE_DOC_EVENTS.JOIN]({
+        fileId: 'file-1',
+        clientId: 1,
+        schemaVersion,
+      })
 
-    expect(socket.emit).toHaveBeenCalledWith(
-      FILE_DOC_EVENTS.JOIN_ERROR,
-      expect.objectContaining({ code: 'SCHEMA_VERSION_MISMATCH', retryable: false })
-    )
-    expect(mockAuthorizeRoom).not.toHaveBeenCalled()
-  })
+      expect(socket.emit).toHaveBeenCalledWith(
+        FILE_DOC_EVENTS.JOIN_ERROR,
+        expect.objectContaining({ code: 'SCHEMA_VERSION_MISMATCH', retryable: false })
+      )
+      expect(mockAuthorizeRoom).not.toHaveBeenCalled()
+    }
+  )
 
   it('acknowledges user updates only after applying them to the joined document', async () => {
     mockFetchFileDocSeed.mockResolvedValue(seedResult('# Original', 'doc-1'))
diff --git a/apps/sim/app/(auth)/components/auth-shell.test.tsx b/apps/sim/app/(auth)/components/auth-shell.test.tsx
new file mode 100644
index 00000000000..2248773b9f6
--- /dev/null
+++ b/apps/sim/app/(auth)/components/auth-shell.test.tsx
@@ -0,0 +1,24 @@
+/** @vitest-environment node */
+import type { ReactNode } from 'react'
+import { renderToStaticMarkup } from 'react-dom/server'
+import { expect, it, vi } from 'vitest'
+import { AuthShell } from '@/app/(auth)/components/auth-shell'
+
+vi.mock('next/link', () => ({
+  default: ({ children }: { children: ReactNode }) => (
+    <a href='/' data-client-navigation>
+      {children}
+    </a>
+  ),
+}))
+vi.mock('@/app/_shell/desktop-title-bar', () => ({ DesktopTitleBarLane: () => null }))
+vi.mock('@/app/(landing)/components/navbar/components', () => ({
+  LogoMark: ({ children }: { children: ReactNode }) => <>{children}</>,
+  SimWordmark: () => 'Sim',
+}))
+
+it('returns home through a document link so route-specific theme defaults reinitialize', () => {
+  const html = renderToStaticMarkup(<AuthShell>Sign in</AuthShell>)
+  expect(html).toContain('href="/" aria-label="Sim home"')
+  expect(html).not.toContain('data-client-navigation')
+})
diff --git a/apps/sim/app/(auth)/components/auth-shell.tsx b/apps/sim/app/(auth)/components/auth-shell.tsx
index 36085dc52ad..d7107dfeb96 100644
--- a/apps/sim/app/(auth)/components/auth-shell.tsx
+++ b/apps/sim/app/(auth)/components/auth-shell.tsx
@@ -1,5 +1,4 @@
 import type { ReactNode } from 'react'
-import Link from 'next/link'
 import { DesktopTitleBarLane } from '@/app/_shell/desktop-title-bar'
 import { LogoMark, SimWordmark } from '@/app/(landing)/components/navbar/components'
 
@@ -19,6 +18,8 @@ interface AuthShellProps {
  * the canvas/`--text-primary` surface, and renders a logo-only header that reuses
  * the landing {@link LogoMark} + {@link SimWordmark} at the same nav gutters. The
  * single content column is centered and capped for a calm single-form layout.
+ * The home link starts a document navigation so the marketing theme default is
+ * initialized independently of auth's forced-light context.
  *
  * The shell also owns the macOS traffic-light lane, unconditionally — every surface that
  * wears it (the `(auth)` routes, the CLI auth handoff, the invite pages) sits outside
@@ -34,11 +35,11 @@ export function AuthShell({ children, footer }: AuthShellProps) {
       <DesktopTitleBarLane />
       <header>
         <nav className='mx-auto flex w-full max-w-[1446px] items-center px-12 py-4 max-sm:px-5 max-lg:px-8'>
-          <Link href='/' aria-label='Sim home' className='flex h-[30px] items-center'>
+          <a href='/' aria-label='Sim home' className='flex h-[30px] items-center'>
             <LogoMark>
               <SimWordmark />
             </LogoMark>
-          </Link>
+          </a>
         </nav>
       </header>
       <div className='flex flex-1 items-center justify-center px-4 pb-16'>
diff --git a/apps/sim/app/(auth)/login/login-form.tsx b/apps/sim/app/(auth)/login/login-form.tsx
index c2dafcb06ca..5e997746505 100644
--- a/apps/sim/app/(auth)/login/login-form.tsx
+++ b/apps/sim/app/(auth)/login/login-form.tsx
@@ -262,8 +262,8 @@ export default function LoginPage({
       // Clear reset success message on successful login
       setResetSuccessMessage(null)
 
-      // Explicit redirect fallback if better-auth doesn't redirect
-      router.push(safeCallbackUrl)
+      /** Fallback when better-auth does not redirect: a document navigation, like signup's, so the workspace shell initializes its own theme store. */
+      window.location.href = safeCallbackUrl
     } catch (err: any) {
       if (err.message?.includes('not verified') || err.code?.includes('EMAIL_NOT_VERIFIED')) {
         redirectToVerify(email)
diff --git a/apps/sim/app/(auth)/signup/signup-form.test.tsx b/apps/sim/app/(auth)/signup/signup-form.test.tsx
new file mode 100644
index 00000000000..8f78937c475
--- /dev/null
+++ b/apps/sim/app/(auth)/signup/signup-form.test.tsx
@@ -0,0 +1,132 @@
+/** @vitest-environment jsdom */
+import { act, type InputHTMLAttributes, type ReactNode } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import SignupForm from '@/app/(auth)/signup/signup-form'
+
+const { push, signUp, refetchSession } = vi.hoisted(() => ({
+  push: vi.fn(),
+  signUp: vi.fn(),
+  refetchSession: vi.fn(),
+}))
+
+vi.mock('next/navigation', () => ({
+  useRouter: () => ({ push }),
+  useSearchParams: () => new URLSearchParams(),
+}))
+vi.mock('@marsidev/react-turnstile', () => ({ Turnstile: () => null }))
+vi.mock('posthog-js/react', () => ({ usePostHog: () => null }))
+vi.mock('@/lib/analytics/google', () => ({ trackGoogleEvent: vi.fn() }))
+vi.mock('@/lib/auth/auth-client', () => ({
+  client: { signUp: { email: signUp } },
+  useSession: () => ({ refetch: refetchSession }),
+}))
+vi.mock('@/lib/consent/tracking-consent', () => ({
+  useTrackingConsent: () => ({ measurement: false }),
+}))
+vi.mock('@/lib/core/config/env', () => ({ getEnv: () => undefined, isFalsy: () => false }))
+vi.mock('@/lib/core/config/env-flags', () => ({ isSsoEnabled: false }))
+vi.mock('@/lib/core/security/input-validation', () => ({ validateCallbackUrl: () => false }))
+vi.mock('@/lib/messaging/email/validation', () => ({
+  quickValidateEmail: () => ({ isValid: true }),
+}))
+vi.mock('@/lib/posthog/client', () => ({ captureClientEvent: vi.fn(), captureEvent: vi.fn() }))
+vi.mock('@/app/(auth)/components', () => ({
+  AuthDivider: () => null,
+  AuthField: ({ children }: { children: ReactNode }) => <>{children}</>,
+  AuthFormMessage: () => null,
+  AuthHeader: () => null,
+  AuthInput: ({ error, ...props }: InputHTMLAttributes<HTMLInputElement> & { error?: boolean }) => (
+    <input {...props} />
+  ),
+  AuthLegalFooter: () => null,
+  AuthNavPrompt: () => null,
+  AuthSubmitButton: ({ children }: { children: ReactNode }) => (
+    <button type='submit'>{children}</button>
+  ),
+  PasswordInput: ({
+    error,
+    ...props
+  }: InputHTMLAttributes<HTMLInputElement> & { error?: boolean }) => <input {...props} />,
+  SocialLoginButtons: () => null,
+  SSOLoginButton: () => null,
+}))
+
+let root: Root
+let host: HTMLDivElement
+let destination: { href: string }
+
+beforeEach(() => {
+  vi.clearAllMocks()
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  destination = { href: '' }
+  const browser = window
+  vi.stubGlobal(
+    'window',
+    new Proxy(browser, {
+      get(target, key) {
+        return key === 'location' ? destination : Reflect.get(target, key, target)
+      },
+    })
+  )
+  signUp.mockResolvedValue({ data: { user: { id: 'new-user' } } })
+  refetchSession.mockResolvedValue(undefined)
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.unstubAllGlobals()
+})
+
+async function submit(emailVerificationEnabled: boolean) {
+  act(() =>
+    root.render(
+      <SignupForm
+        githubAvailable={false}
+        googleAvailable={false}
+        microsoftAvailable={false}
+        emailSignupEnabled
+        emailVerificationEnabled={emailVerificationEnabled}
+      />
+    )
+  )
+  const fields = { name: 'Test Builder', email: 'builder@example.com', password: 'SafePass1!' }
+  for (const [name, value] of Object.entries(fields)) {
+    const input = host.querySelector<HTMLInputElement>(`input[name="${name}"]`)
+    if (!input) throw new Error(`Missing ${name} input`)
+    input.value = value
+  }
+  const form = host.querySelector('form')
+  if (!form) throw new Error('Missing signup form')
+  await act(async () =>
+    form.dispatchEvent(new Event('submit', { bubbles: true, cancelable: true }))
+  )
+}
+
+describe('signup shell navigation', () => {
+  it('starts a document navigation after a successful signup without verification', async () => {
+    await submit(false)
+    expect(signUp).toHaveBeenCalledOnce()
+    expect(refetchSession).toHaveBeenCalledOnce()
+    expect(destination.href).toBe('/home')
+    expect(push).not.toHaveBeenCalled()
+  })
+
+  it('keeps verification within the auth shell and stores the email for the next step', async () => {
+    await submit(true)
+    expect(push).toHaveBeenCalledWith('/verify?fromSignup=true')
+    expect(sessionStorage.getItem('verificationEmail')).toBe('builder@example.com')
+    expect(destination.href).toBe('')
+  })
+
+  it('does not navigate when signup fails', async () => {
+    signUp.mockResolvedValue({ error: { message: 'Signup failed' } })
+    await submit(false)
+    expect(push).not.toHaveBeenCalled()
+    expect(destination.href).toBe('')
+  })
+})
diff --git a/apps/sim/app/(auth)/signup/signup-form.tsx b/apps/sim/app/(auth)/signup/signup-form.tsx
index 7488520915a..fcdbc0f13b8 100644
--- a/apps/sim/app/(auth)/signup/signup-form.tsx
+++ b/apps/sim/app/(auth)/signup/signup-form.tsx
@@ -372,12 +372,10 @@ function SignupFormContent({
 
       if (destination.kind === 'verify') {
         router.push(VERIFY_FROM_SIGNUP_ROUTE)
-      } else if (destination.kind === 'redirect') {
-        // Full navigation, matching the verify hop: the destination (invite, CLI
-        // handoff) is server-rendered and must see the fresh session cookie.
-        window.location.href = destination.url
       } else {
-        router.push(DEFAULT_POST_AUTH_ROUTE)
+        /** Match login/verification: refresh session-bound shells and their theme default. */
+        window.location.href =
+          destination.kind === 'redirect' ? destination.url : DEFAULT_POST_AUTH_ROUTE
       }
     } catch (error) {
       logger.error('Signup error:', error)
diff --git a/apps/sim/app/(auth)/verify/use-verification.ts b/apps/sim/app/(auth)/verify/use-verification.ts
index c2fbe5d4dbb..5927438998b 100644
--- a/apps/sim/app/(auth)/verify/use-verification.ts
+++ b/apps/sim/app/(auth)/verify/use-verification.ts
@@ -3,7 +3,7 @@
 import { useEffect, useState } from 'react'
 import { createLogger } from '@sim/logger'
 import { normalizeEmail } from '@sim/utils/string'
-import { useRouter, useSearchParams } from 'next/navigation'
+import { useSearchParams } from 'next/navigation'
 import { client, useSession } from '@/lib/auth/auth-client'
 import { validateCallbackUrl } from '@/lib/core/security/input-validation'
 import { DEFAULT_POST_AUTH_ROUTE, POST_AUTH_REDIRECT_STORAGE_KEY } from '@/app/(auth)/auth-redirect'
@@ -74,7 +74,6 @@ export function useVerification({
   isProduction,
   isEmailVerificationEnabled,
 }: UseVerificationParams): UseVerificationReturn {
-  const router = useRouter()
   const searchParams = useSearchParams()
   const { refetch: refetchSession } = useSession()
   const [otp, setOtp] = useState('')
@@ -215,15 +214,12 @@ export function useVerification({
         logger.warn('Failed to refetch session during verification skip:', error)
       }
 
-      if (destination) {
-        window.location.href = destination
-      } else {
-        router.push(DEFAULT_POST_AUTH_ROUTE)
-      }
+      /** A document navigation, like signup's, so the workspace shell initializes its own theme store. */
+      window.location.href = destination ?? DEFAULT_POST_AUTH_ROUTE
     }
 
     handleRedirect()
-  }, [isEmailVerificationEnabled, router, searchParams])
+  }, [isEmailVerificationEnabled, searchParams])
 
   return {
     otp,
diff --git a/apps/sim/app/(interfaces)/components/interfaces-shell/interfaces-shell.tsx b/apps/sim/app/(interfaces)/components/interfaces-shell/interfaces-shell.tsx
index c3ea3a614c3..e7488618390 100644
--- a/apps/sim/app/(interfaces)/components/interfaces-shell/interfaces-shell.tsx
+++ b/apps/sim/app/(interfaces)/components/interfaces-shell/interfaces-shell.tsx
@@ -1,6 +1,6 @@
 import type { ReactNode } from 'react'
 import { SupportFooter } from '@/app/(auth)/components'
-import { LogoShell } from '@/app/(landing)/components'
+import { LogoShell } from '@/app/(landing)/components/logo-shell'
 
 /**
  * Chrome for the `(interfaces)` route group (chat + resume) — the lightweight,
diff --git a/apps/sim/app/(interfaces)/resume/[workflowId]/[executionId]/resume-execution-unavailable.tsx b/apps/sim/app/(interfaces)/resume/[workflowId]/[executionId]/resume-execution-unavailable.tsx
index 52c9d065127..890d122292f 100644
--- a/apps/sim/app/(interfaces)/resume/[workflowId]/[executionId]/resume-execution-unavailable.tsx
+++ b/apps/sim/app/(interfaces)/resume/[workflowId]/[executionId]/resume-execution-unavailable.tsx
@@ -1,4 +1,4 @@
-import { ChipLink } from '@sim/emcn'
+import { chipContentLabelClass, chipVariants, cn } from '@sim/emcn'
 
 export function ResumeExecutionUnavailable() {
   return (
@@ -8,9 +8,9 @@ export function ResumeExecutionUnavailable() {
         <p className='mb-6 text-[var(--text-secondary)] text-sm'>
           This execution could not be located or has already completed.
         </p>
-        <ChipLink variant='border' href='/'>
-          Return Home
-        </ChipLink>
+        <a href='/' className={chipVariants({ variant: 'border' })}>
+          <span className={cn(chipContentLabelClass, 'flex-1')}>Return Home</span>
+        </a>
       </div>
     </div>
   )
diff --git a/apps/sim/app/(landing)/CLAUDE.md b/apps/sim/app/(landing)/CLAUDE.md
index 16c31795602..b724d10693e 100644
--- a/apps/sim/app/(landing)/CLAUDE.md
+++ b/apps/sim/app/(landing)/CLAUDE.md
@@ -6,22 +6,22 @@ This route group owns `/` and the entire public marketing surface - the home pag
 
 ## What this is
 
-- `app/(landing)/` - the marketing site. A shared `layout.tsx` renders the chrome once (the `LandingShell`: light tokens, navbar with server-side GitHub stars, footer, site-wide JSON-LD); each page supplies only its `<main>` content.
+- `app/(landing)/` - the marketing site. A shared `layout.tsx` renders the chrome once (the `LandingShell`: light tokens, navbar with server-side GitHub stars, painted pre-footer CTA, footer, site-wide JSON-LD); each page supplies only its `<main>` content. The painted light/dark CTA and footer are owned by `LandingShell`; never add page-specific closing CTA bands or footer instances.
 - The legacy `app/(home)/` group (old dark landing + `--landing-*` tokens) has been **deleted** - its marketing pages were migrated here and its chrome retired. Do not reintroduce `--landing-*` tokens, Martian Mono accents, or a separate marketing theme.
 
-## Styling - draw from the platform's light mode
+## Styling - draw from the platform's tokens
 
-The landing page looks like the product. Its visual language is the workspace UI in light mode, not a separate marketing theme.
+The landing page looks like the product. Its visual language is the workspace UI - light by default, dark on request - not a separate marketing theme.
 
-- **Always light.** The root wrapper in `landing.tsx` carries the `light` class, which pins every token to its light value (see `app/_styles/globals.css`, the `:root, .light` block). Never add `dark:` variants here; never read the user's theme.
-- **Use platform tokens, never hex.** Canvas `--bg`, surfaces `--surface-1`…`--surface-7`, cards/modals `--surface-2`, hover `--surface-hover`, active `--surface-active`; text `--text-primary` / `--text-secondary` / `--text-muted` / `--text-body`, icons `--text-icon`; borders `--border` (dividers) / `--border-1` (fields); brand `--brand-agent` / `--brand-secondary` / `--brand-accent`. Do **not** use the legacy `--landing-*` tokens - they belong to the old dark landing.
+- **Light by default, dark on request.** The landing family follows the theme class on `<html>` (next-themes, storage key `sim-landing-theme` - its own store, separate from the workspace's account-synced `sim-theme`, which holds `system` for every signed-in user): a visitor who has not chosen otherwise here gets light, the design baseline, and the footer's `ThemeToggle` switches to dark - the platform's own `.dark` token values from `app/_styles/globals.css`, no separate palette. Tokens flip on their own, so `dark:` variants exist here only to pair the handful of deliberate literals (the `#F8F8F8` paper band, the composer send button, the pale CTA drawing) with their dark value in the same class string - never leave a literal unpaired. Never read the theme in a Server Component; the toggle is the one client reader.
+- **Use platform tokens, never hex.** Canvas `--bg`, surfaces `--surface-1`…`--surface-7`, cards/modals `--surface-2`, hover `--surface-hover`, active `--surface-active`; text `--text-primary` / `--text-secondary` / `--text-muted` / `--text-body`, icons `--text-icon`; borders `--border` (its legacy alias `--border-1` is not for new work); brand `--brand-agent` / `--brand-secondary` / `--brand-accent`. Do **not** use the legacy `--landing-*` tokens - they belong to the old dark landing.
 - **Use emcn components where they fit.** The chip family (`Chip`, `ChipLink`, `ChipTag`, `ChipInput`, `ChipModal*`, …) from `@/components/emcn` is the canonical chrome - a demo-request form is a `ChipModal` with `ChipModalField`s, a pill CTA is a `Chip`/`ChipLink`. Components own their chrome; pass props, not className overrides. Full consumer rules: `.claude/rules/sim-styling.md`.
 - **Typography is the platform's.** Season is the global body font (`font-season` is applied on `<body>` in the root layout). Use the platform text scale (`text-small` = 13px, `text-base` = 15px, etc. - see the `@theme` block in `app/_styles/globals.css`). Don't add new fonts or font CSS variables without explicit direction.
 - **Never touch global styles.** No additions to `app/_styles/globals.css`. All styling is local Tailwind classes; `cn()` from `@/lib/core/utils/cn` for conditionals; no inline `style` attributes.
 - **Responsive - desktop is the source of truth, scaled down via `max-*` overrides.** The page is fully responsive (iPad + phone). The desktop layout stays the unprefixed baseline; smaller screens are handled by *layering* `max-*` overrides on top, so desktop renders byte-identically. Tiers:
   - `max-xl:` (≤1279) - the hero's two-panel split (absolute visual + logos) collapses to a stacked, in-flow column. The split needs ≥1280 to avoid the headline colliding with the visual panel; iPad-landscape (1024) therefore gets the stacked hero with the desktop nav.
-  - `max-lg:` (≤1023) - the desktop nav clusters hide (`hidden lg:flex`) and `MobileNav` (hamburger sheet) takes over; multi-column grids step down (mothership 4→2, footer 7→3); shared gutter `px-20 → max-lg:px-8`; section gaps tighten.
-  - `max-md:` (≤767) - Features beats drop the floating callout (`max-md:hidden`) and show the un-masked backdrop preview full-width.
+  - `max-lg:` (≤1023) - the desktop nav clusters hide (`hidden lg:flex`) and `MobileNav` (hamburger sheet) takes over; multi-column grids step down (footer 7→3); the shared gutter narrows; section gaps tighten.
+  - `max-md:` (≤767) - two-up feature and card rows stack to one column.
   - `max-sm:` (≤639) - single-column grids, smallest type scale, `px-5` gutter, hero CTA row stacks.
 
   When adding a new section, give it the same `px-20 max-lg:px-8 max-sm:px-5` gutter so the navbar wordmark stays aligned with section content at every width. Verify desktop is unchanged and there is zero horizontal overflow at 1280 / 1024 / 768 / 390 before shipping.
@@ -79,8 +79,8 @@ Follow `.claude/rules/constitution.md` exactly: Sim is "the open-source AI works
 └── components/
     ├── index.ts                         # top barrel
     ├── navbar/{navbar.tsx, index.ts, components/<chip>/…}   # <header><nav>: wordmark, dropdowns, stars, auth chips
-    ├── hero/{hero.tsx, index.ts, components/hero-visual/…}  # h1, description, CTA, platform visual, logos
-    ├── lifecycle/, features/, footer/, testimonials/        # each: <name>.tsx + index.ts (+ components/)
+    ├── hero/{hero.tsx, index.ts, components/hero-platform-loop/…}  # h1, description, CTA, lazy product loop
+    ├── features/, footer/, platform-suite/, product-demo/, security/, …  # each: <name>.tsx + index.ts (+ components/)
     ├── shared/                          # cross-page reused chrome (folder-per-component + barrel)
     │   ├── landing-shell/               # light wrapper + skip link + Navbar(stars) + Footer; wraps every page
     │   ├── hero-cta/                    # the one email-capture + Sign-up CTA (hero + every platform hero)
@@ -99,7 +99,7 @@ Absolute imports only in component code (`@/app/(landing)/components/...`); `ind
 
 1. Server Component unless it provably needs client state; if client, it's a leaf.
 2. H2 with `id` + `aria-labelledby` wiring; heading hierarchy intact.
-3. Platform light tokens and emcn chrome only - no hex colors, no `--landing-*`, no `dark:`.
+3. Platform tokens and emcn chrome only - no hex colors, no `--landing-*`. Check the section in dark mode too (footer toggle); any deliberate literal carries its `dark:` pair.
 4. Images: `next/image`, explicit dimensions, `priority` only on the LCP element.
 5. Copy passes the constitution (language table, claim hierarchy, tone).
 6. "Sim" named explicitly; section quotable in isolation.
diff --git a/apps/sim/app/(landing)/blog/[slug]/page.tsx b/apps/sim/app/(landing)/blog/[slug]/page.tsx
index 472f4aa75a4..c3fc9c44b72 100644
--- a/apps/sim/app/(landing)/blog/[slug]/page.tsx
+++ b/apps/sim/app/(landing)/blog/[slug]/page.tsx
@@ -5,7 +5,8 @@ import { BLOG_SECTION, buildPostGraphJsonLd, buildPostMetadata } from '@/lib/blo
 import { getBaseUrl } from '@/lib/core/utils/urls'
 import { ContentPostPage } from '@/app/(landing)/components'
 
-export const dynamicParams = false
+/** Unknown slugs reach the section 404 while known pages remain pre-rendered. */
+export const dynamicParams = true
 
 export async function generateStaticParams() {
   const posts = await getAllPostMeta()
@@ -19,7 +20,7 @@ export async function generateMetadata({
 }): Promise<Metadata> {
   const { slug } = await params
   const post = await getPostBySlug(slug)
-  if (!post) return {}
+  if (!post || post.draft) return {}
   return buildPostMetadata(post)
 }
 
@@ -28,7 +29,7 @@ export const revalidate = 86400
 export default async function Page({ params }: { params: Promise<{ slug: string }> }) {
   const { slug } = await params
   const post = await getPostBySlug(slug)
-  if (!post) notFound()
+  if (!post || post.draft) notFound()
   const related = await getRelatedPosts(slug, 3)
 
   return (
diff --git a/apps/sim/app/(landing)/careers/careers.tsx b/apps/sim/app/(landing)/careers/careers.tsx
index 56c4d2fe194..a9023f10f97 100644
--- a/apps/sim/app/(landing)/careers/careers.tsx
+++ b/apps/sim/app/(landing)/careers/careers.tsx
@@ -21,8 +21,8 @@ interface CareersProps {
  * crawlable HTML; the interactive {@link JobBoard} hydrates on top to add
  * Team/Location filtering.
  *
- * Both sections share the landing gutter — capped and centered at `max-w-[1460px]`
- * with the navbar-aligned `px-20 max-lg:px-8 max-sm:px-5` so the headline starts on
+ * Both sections share the landing gutter — capped and centered at `max-w-[1728px]`
+ * with the navbar-aligned `px-10 max-md:px-7 max-lg:px-8 max-xl:px-9` so the headline starts on
  * the same vertical line as the wordmark. The hero carries the single `<h1>`
  * (containing "Sim" and "AI workspace") plus an sr-only product summary for AI
  * citation (landing CLAUDE.md → GEO); the roles section owns its own `<h2>`.
@@ -45,12 +45,12 @@ export default async function Careers({ searchParams }: CareersProps) {
       <section
         id='careers-hero'
         aria-labelledby='careers-heading'
-        className='mx-auto flex w-full max-w-[1460px] flex-col gap-5 px-20 pt-20 pb-10 max-sm:px-5 max-sm:pt-16 max-lg:px-8'
+        className='mx-auto flex w-full max-w-[1728px] flex-col gap-5 px-10 pt-20 pb-10 max-sm:pt-16 max-md:px-7 max-lg:px-8 max-xl:px-9'
       >
         <p className='sr-only'>
           Careers at Sim, the open-source AI workspace where teams build, deploy, and manage AI
           agents. Sim is hiring engineers, designers, and go-to-market builders to help teams
-          automate real work across 1,000+ integrations and every major LLM — visually,
+          automate real work across hundreds of integrations and every major LLM — visually,
           conversationally, or with code.
         </p>
 
@@ -70,7 +70,7 @@ export default async function Careers({ searchParams }: CareersProps) {
       <section
         id='open-roles'
         aria-labelledby='open-roles-heading'
-        className='mx-auto flex w-full max-w-[1460px] flex-col gap-10 px-20 pt-6 pb-24 max-sm:px-5 max-sm:pb-16 max-lg:px-8'
+        className='mx-auto flex w-full max-w-[1728px] flex-col gap-10 px-10 pt-6 pb-24 max-sm:pb-16 max-md:px-7 max-lg:px-8 max-xl:px-9'
       >
         <h2
           id='open-roles-heading'
diff --git a/apps/sim/app/(landing)/careers/components/job-board/job-board.tsx b/apps/sim/app/(landing)/careers/components/job-board/job-board.tsx
index 39cf6de83c2..c6fce3b2e4b 100644
--- a/apps/sim/app/(landing)/careers/components/job-board/job-board.tsx
+++ b/apps/sim/app/(landing)/careers/components/job-board/job-board.tsx
@@ -54,17 +54,23 @@ export function JobBoard({ postings }: JobBoardProps) {
   return (
     <div className='flex flex-col gap-10'>
       <div className='flex flex-wrap items-center gap-3'>
+        <span id='career-team-filter-description' className='sr-only'>
+          Filter roles by team
+        </span>
         <ChipSelect
           options={teamOptions}
           value={team}
           onChange={(value) => setFilters({ team: value })}
-          aria-label='Filter roles by team'
+          aria-describedby='career-team-filter-description'
         />
+        <span id='career-location-filter-description' className='sr-only'>
+          Filter roles by location
+        </span>
         <ChipSelect
           options={locationOptions}
           value={location}
           onChange={(value) => setFilters({ location: value })}
-          aria-label='Filter roles by location'
+          aria-describedby='career-location-filter-description'
         />
       </div>
 
diff --git a/apps/sim/app/(landing)/changelog/components/changelog-actions/changelog-actions.tsx b/apps/sim/app/(landing)/changelog/components/changelog-actions/changelog-actions.tsx
index d5713c641f9..686696ff15b 100644
--- a/apps/sim/app/(landing)/changelog/components/changelog-actions/changelog-actions.tsx
+++ b/apps/sim/app/(landing)/changelog/components/changelog-actions/changelog-actions.tsx
@@ -16,6 +16,7 @@ export function ChangelogActions() {
     <div className='flex flex-wrap items-center gap-1'>
       <ChipLink
         variant='primary'
+        shape='round'
         href='https://github.com/simstudioai/sim/releases'
         target='_blank'
         rel='noopener noreferrer'
@@ -24,6 +25,7 @@ export function ChangelogActions() {
         View on GitHub
       </ChipLink>
       <ChipLink
+        shape='round'
         href='https://docs.sim.ai'
         target='_blank'
         rel='noopener noreferrer'
@@ -31,7 +33,7 @@ export function ChangelogActions() {
       >
         Documentation
       </ChipLink>
-      <ChipLink href='/changelog.xml' leftIcon={Rss}>
+      <ChipLink shape='round' href='/changelog.xml' leftIcon={Rss}>
         RSS Feed
       </ChipLink>
     </div>
diff --git a/apps/sim/app/(landing)/changelog/components/changelog-timeline/changelog-timeline.tsx b/apps/sim/app/(landing)/changelog/components/changelog-timeline/changelog-timeline.tsx
index 030613e1a52..7d35b87cef2 100644
--- a/apps/sim/app/(landing)/changelog/components/changelog-timeline/changelog-timeline.tsx
+++ b/apps/sim/app/(landing)/changelog/components/changelog-timeline/changelog-timeline.tsx
@@ -91,14 +91,14 @@ export function ChangelogTimeline({ initialEntries }: ChangelogTimelineProps) {
         const headingId = `release-${entry.tag}-heading`
         return (
           <section key={entry.tag} aria-labelledby={headingId} className='flex flex-col'>
-            <div className='flex items-center justify-between gap-4'>
+            <div className='flex flex-wrap items-center justify-between gap-4'>
               <div className='flex items-center gap-2'>
                 <h2 id={headingId} className='text-[18px] text-[var(--text-primary)] leading-[1.3]'>
                   {entry.tag}
                 </h2>
                 {entry.contributors.length > 0 ? (
-                  <div className='flex'>
-                    {entry.contributors.slice(0, 5).map((contributor, index) => (
+                  <div className='flex gap-1'>
+                    {entry.contributors.slice(0, 5).map((contributor) => (
                       <a
                         key={contributor}
                         href={`https://github.com/${contributor}`}
@@ -106,7 +106,7 @@ export function ChangelogTimeline({ initialEntries }: ChangelogTimelineProps) {
                         rel='noopener noreferrer'
                         aria-label={`View @${contributor} on GitHub`}
                         title={`@${contributor}`}
-                        className={index === 0 ? 'block' : '-ms-2 block'}
+                        className='block size-6 shrink-0'
                       >
                         <Avatar className='size-6 ring-2 ring-[var(--bg)]'>
                           <AvatarImage
@@ -119,14 +119,14 @@ export function ChangelogTimeline({ initialEntries }: ChangelogTimelineProps) {
                       </a>
                     ))}
                     {entry.contributors.length > 5 ? (
-                      <div className='-ms-2 relative flex size-6 items-center justify-center rounded-full bg-[var(--surface-2)] text-[10px] text-[var(--text-body)] ring-2 ring-[var(--bg)] hover:z-10'>
+                      <div className='relative flex size-6 items-center justify-center rounded-full bg-[var(--surface-2)] text-[10px] text-[var(--text-body)] ring-2 ring-[var(--bg)]'>
                         +{entry.contributors.length - 5}
                       </div>
                     ) : null}
                   </div>
                 ) : null}
               </div>
-              <span className='text-[12px] text-[var(--text-muted)]'>
+              <span className='text-[12px] text-[var(--text-secondary)]'>
                 {formatDate(new Date(entry.date))}
               </span>
             </div>
diff --git a/apps/sim/app/(landing)/comparisons/[provider]/page.tsx b/apps/sim/app/(landing)/comparisons/[provider]/page.tsx
index 2497f2180bc..9319e083533 100644
--- a/apps/sim/app/(landing)/comparisons/[provider]/page.tsx
+++ b/apps/sim/app/(landing)/comparisons/[provider]/page.tsx
@@ -1,3 +1,4 @@
+import { cn } from '@sim/emcn'
 import type { Metadata } from 'next'
 import { notFound } from 'next/navigation'
 import type { CompetitorProfile } from '@/lib/compare/data'
@@ -18,14 +19,15 @@ import {
   SIM_LATEST_VERIFIED,
 } from '@/app/(landing)/comparisons/utils'
 import { BackLink } from '@/app/(landing)/components'
-import { Cta } from '@/app/(landing)/components/cta/cta'
 import { JsonLd } from '@/app/(landing)/components/json-ld'
 import { LandingFAQ } from '@/app/(landing)/components/landing-faq'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
 
 const baseUrl = SITE_URL
 
 export const revalidate = 3600
-export const dynamicParams = false
+/** Unknown slugs reach the section 404 while known pages remain pre-rendered. */
+export const dynamicParams = true
 
 export async function generateStaticParams() {
   return ALL_COMPETITORS.map((competitor) => ({ provider: competitor.id }))
@@ -162,7 +164,7 @@ export default async function ComparisonProviderPage({
       <JsonLd data={faqJsonLd} />
 
       <main id='main-content' className='bg-[var(--bg)]'>
-        <div className='mx-auto w-full max-w-[1446px] px-12 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+        <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER, 'pt-[112px] max-sm:pt-20')}>
           <div className='mb-6'>
             <BackLink href='/comparisons' label='Back to comparisons' />
           </div>
@@ -205,8 +207,8 @@ export default async function ComparisonProviderPage({
 
         <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
-        <div className='mx-auto w-full max-w-[1446px]'>
-          <div className='mx-12 border-[var(--border)] border-x max-sm:mx-5 max-lg:mx-8'>
+        <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+          <div className='border-[var(--border)] border-x'>
             {competitor.betterThanAnswer ? (
               <>
                 <section aria-labelledby='better-than-heading' className='px-6 py-10'>
@@ -368,10 +370,6 @@ export default async function ComparisonProviderPage({
 
         <div className='-mt-px h-px w-full bg-[var(--border)]' />
       </main>
-
-      <div className='py-16'>
-        <Cta />
-      </div>
     </>
   )
 }
diff --git a/apps/sim/app/(landing)/comparisons/components/source-info/source-info.tsx b/apps/sim/app/(landing)/comparisons/components/source-info/source-info.tsx
index 200d1c35aaf..17f63c1b25a 100644
--- a/apps/sim/app/(landing)/comparisons/components/source-info/source-info.tsx
+++ b/apps/sim/app/(landing)/comparisons/components/source-info/source-info.tsx
@@ -28,10 +28,10 @@ export function SourceLink({ source, children, className }: SourceLinkProps) {
           href={source.url}
           target='_blank'
           rel='noopener noreferrer'
-          aria-label={`${source.label} (opens source)`}
           className={cn('block min-w-0', className)}
         >
           {children}
+          <span className='sr-only'> (source: {source.label}, opens in a new tab)</span>
         </a>
       </Tooltip.Trigger>
       <Tooltip.Content>Source: {source.label}</Tooltip.Content>
diff --git a/apps/sim/app/(landing)/comparisons/page.tsx b/apps/sim/app/(landing)/comparisons/page.tsx
index fdf95f5619b..b7b789a05b7 100644
--- a/apps/sim/app/(landing)/comparisons/page.tsx
+++ b/apps/sim/app/(landing)/comparisons/page.tsx
@@ -1,3 +1,4 @@
+import { cn } from '@sim/emcn'
 import type { Metadata } from 'next'
 import Link from 'next/link'
 import { simProfile } from '@/lib/compare/data'
@@ -8,6 +9,7 @@ import { ALL_COMPETITORS, ensurePeriod, lowercaseFirst } from '@/app/(landing)/c
 import { ChevronArrow } from '@/app/(landing)/components/chevron-arrow'
 import { JsonLd } from '@/app/(landing)/components/json-ld'
 import { LandingFAQ } from '@/app/(landing)/components/landing-faq'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
 
 const baseUrl = SITE_URL
 
@@ -101,7 +103,7 @@ export default function ComparisonHubPage() {
       <JsonLd data={faqJsonLd} />
 
       <main id='main-content' className='bg-[var(--bg)]'>
-        <div className='mx-auto w-full max-w-[1446px] px-12 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+        <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER, 'pt-[112px] max-sm:pt-20')}>
           {/* Invisible spacer matching the detail page's BackLink block height/margin, so the divider below lands at the same Y on both pages. */}
           <div className='mb-6 h-6' aria-hidden='true' />
 
@@ -129,7 +131,7 @@ export default function ComparisonHubPage() {
 
         <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
-        <div className='mx-auto w-full max-w-[1446px] px-12 max-sm:px-5 max-lg:px-8'>
+        <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
           <div className='border-[var(--border)] border-x'>
             <section aria-labelledby='all-comparisons-heading' className='pt-10'>
               <h2
diff --git a/apps/sim/app/(landing)/components/agent-momentum/agent-momentum-metrics.tsx b/apps/sim/app/(landing)/components/agent-momentum/agent-momentum-metrics.tsx
new file mode 100644
index 00000000000..1a045265e38
--- /dev/null
+++ b/apps/sim/app/(landing)/components/agent-momentum/agent-momentum-metrics.tsx
@@ -0,0 +1,149 @@
+'use client'
+
+import { useEffect, useRef, useState } from 'react'
+import { cn } from '@sim/emcn'
+import { HOME_TYPE } from '@/app/(landing)/components/landing-layout'
+
+const COUNT_DURATION_MS = 900
+const METRIC_STAGGER_MS = 120
+const NUMBER_FORMATTER = new Intl.NumberFormat('en-US')
+const COMPACT_NUMBER_FORMATTER = new Intl.NumberFormat('en-US', {
+  notation: 'compact',
+  maximumFractionDigits: 2,
+})
+
+export interface AgentMomentumMetric {
+  value: number
+  compact?: boolean
+  prefix?: string
+  suffix?: string
+  description: string
+}
+
+interface AgentMomentumMetricsProps {
+  metrics: readonly AgentMomentumMetric[]
+}
+
+/** Scroll-triggered impact counters that run once, with a reduced-motion fallback. */
+export function AgentMomentumMetrics({ metrics }: AgentMomentumMetricsProps) {
+  const listRef = useRef<HTMLDListElement>(null)
+  const animationFrameRef = useRef<number | null>(null)
+  const hasAnimatedRef = useRef(false)
+  const [counts, setCounts] = useState(() => metrics.map(() => 0))
+
+  useEffect(() => {
+    const list = listRef.current
+    if (!list) return
+
+    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
+    let observer: IntersectionObserver | null = null
+
+    const finishImmediately = () => {
+      if (animationFrameRef.current !== null) {
+        cancelAnimationFrame(animationFrameRef.current)
+      }
+      hasAnimatedRef.current = true
+      setCounts(metrics.map((metric) => metric.value))
+    }
+
+    const animate = () => {
+      if (hasAnimatedRef.current) return
+      hasAnimatedRef.current = true
+      const startedAt = performance.now()
+
+      const tick = (now: number) => {
+        let isComplete = true
+        const nextCounts = metrics.map((metric, index) => {
+          const elapsed = now - startedAt - index * METRIC_STAGGER_MS
+          const progress = Math.min(Math.max(elapsed / COUNT_DURATION_MS, 0), 1)
+          if (progress < 1) isComplete = false
+          const eased = 1 - (1 - progress) ** 4
+          return Math.round(metric.value * eased)
+        })
+
+        setCounts(nextCounts)
+        if (!isComplete) {
+          animationFrameRef.current = requestAnimationFrame(tick)
+        }
+      }
+
+      animationFrameRef.current = requestAnimationFrame(tick)
+    }
+
+    if (media.matches) {
+      finishImmediately()
+    } else if (typeof IntersectionObserver === 'undefined') {
+      animate()
+    } else {
+      observer = new IntersectionObserver(
+        ([entry]) => {
+          if (!entry?.isIntersecting) return
+          observer?.disconnect()
+          animate()
+        },
+        { threshold: 0.25 }
+      )
+      observer.observe(list)
+    }
+
+    const handleMotionPreference = () => {
+      if (media.matches) {
+        observer?.disconnect()
+        finishImmediately()
+      }
+    }
+
+    media.addEventListener('change', handleMotionPreference)
+    return () => {
+      observer?.disconnect()
+      media.removeEventListener('change', handleMotionPreference)
+      if (animationFrameRef.current !== null) {
+        cancelAnimationFrame(animationFrameRef.current)
+      }
+    }
+  }, [metrics])
+
+  return (
+    <dl ref={listRef} className='max-lg:mt-14 max-lg:border-[var(--border)] max-lg:border-t'>
+      {metrics.map((metric, index) => {
+        const isVisible = (counts[index] ?? 0) > 0
+        const formatter = metric.compact ? COMPACT_NUMBER_FORMATTER : NUMBER_FORMATTER
+        const finalValue = `${metric.prefix ?? ''}${NUMBER_FORMATTER.format(metric.value)}${metric.suffix ?? ''}`
+        const formattedValue = `${metric.prefix ?? ''}${formatter.format(counts[index] ?? 0)}${metric.suffix ?? ''}`
+
+        return (
+          <div
+            key={metric.description}
+            className={cn(
+              'grid min-h-[190px] grid-cols-[minmax(0,1.35fr)_minmax(10rem,0.65fr)] items-start gap-8 py-8 max-sm:min-h-0 max-sm:grid-cols-1 max-sm:gap-4 max-sm:py-6',
+              index > 0 && 'border-[var(--border)] border-t'
+            )}
+          >
+            <dt
+              className={cn(
+                'order-2 max-w-[19rem] text-balance pt-2 text-[var(--text-secondary)] max-sm:order-2 max-sm:pt-0',
+                HOME_TYPE.body
+              )}
+            >
+              {metric.description}
+            </dt>
+            <dd className='order-1 whitespace-nowrap text-[84px] text-[var(--text-primary)] leading-[0.95] tracking-[-0.045em] max-sm:text-[52px] max-xl:text-[68px]'>
+              <span className='sr-only'>{finalValue}</span>
+              <span
+                aria-hidden='true'
+                className={cn(
+                  'inline-block origin-left tabular-nums transition-[opacity,transform] duration-500 ease-out motion-reduce:transform-none motion-reduce:opacity-100 motion-reduce:transition-none',
+                  isVisible
+                    ? 'translate-y-0 scale-100 opacity-100'
+                    : 'translate-y-3 scale-95 opacity-0'
+                )}
+              >
+                {formattedValue}
+              </span>
+            </dd>
+          </div>
+        )
+      })}
+    </dl>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/agent-momentum/agent-momentum.test.tsx b/apps/sim/app/(landing)/components/agent-momentum/agent-momentum.test.tsx
new file mode 100644
index 00000000000..1713a86b88f
--- /dev/null
+++ b/apps/sim/app/(landing)/components/agent-momentum/agent-momentum.test.tsx
@@ -0,0 +1,36 @@
+/**
+ * @vitest-environment node
+ */
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+}))
+
+import { AgentMomentum } from '@/app/(landing)/components/agent-momentum/agent-momentum'
+
+describe('AgentMomentum', () => {
+  it('renders the supplied savings, hours, and builders totals in order', () => {
+    const markup = renderToStaticMarkup(<AgentMomentum />)
+
+    expect(markup).toContain(
+      'The world’s work is moving to AI agents. Sim gives teams one place to build, deploy, monitor and govern every agent across the business.'
+    )
+    expect(markup).not.toContain('<h2')
+    expect(markup).toContain('100,000+')
+    expect(markup).toContain('builders already using Sim to create and manage AI agents')
+    expect(markup).toContain('grid-cols-[minmax(0,0.95fr)_minmax(0,1.05fr)] gap-x-24')
+    expect(markup).toContain('flex w-full flex-col border-[var(--border)] border-b')
+    expect(markup).not.toContain('gap-x-24 border-[var(--border)] border-t')
+    expect(markup).toContain('dollars saved by teams using Sim to automate their work')
+    expect(markup).toContain('hours of work completed in Sim')
+    expect(markup).toContain('$20,000,000')
+    expect(markup).toContain('1,270,000')
+    expect(markup.indexOf('dollars saved')).toBeLessThan(markup.indexOf('hours of work'))
+    expect(markup.indexOf('hours of work')).toBeLessThan(markup.indexOf('builders already'))
+    expect(markup).not.toContain('agent-callable tools')
+    expect(markup).not.toContain('built-in integrations')
+    expect(markup).toContain('aria-label="AI agent momentum"')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/agent-momentum/agent-momentum.tsx b/apps/sim/app/(landing)/components/agent-momentum/agent-momentum.tsx
new file mode 100644
index 00000000000..f7deb7c7c5a
--- /dev/null
+++ b/apps/sim/app/(landing)/components/agent-momentum/agent-momentum.tsx
@@ -0,0 +1,61 @@
+import { cn } from '@sim/emcn'
+import {
+  type AgentMomentumMetric,
+  AgentMomentumMetrics,
+} from '@/app/(landing)/components/agent-momentum/agent-momentum-metrics'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
+
+const METRICS: readonly AgentMomentumMetric[] = [
+  {
+    value: 20_000_000,
+    prefix: '$',
+    compact: true,
+    description: 'dollars saved by teams using Sim to automate their work',
+  },
+  {
+    value: 1_270_000,
+    compact: true,
+    description: 'hours of work completed in Sim',
+  },
+  {
+    value: 100_000,
+    suffix: '+',
+    description: 'builders already using Sim to create and manage AI agents',
+  },
+] as const
+
+/**
+ * Editorial proof section showing the impact and adoption of Sim.
+ *
+ * It shares a close-spaced group with the customer film, so the two read as
+ * one beat. There is no rule above it, and it closes on a
+ * hairline that runs the full width of the page, edge to edge, while the copy
+ * and the metrics stay inside the content column. The rule lands right under
+ * the last metric row, the same distance its own dividers keep.
+ */
+export function AgentMomentum() {
+  return (
+    <section
+      id='agent-momentum'
+      aria-label='AI agent momentum'
+      className='flex w-full flex-col border-[var(--border)] border-b'
+    >
+      <div
+        className={cn(
+          'grid grid-cols-[minmax(0,0.95fr)_minmax(0,1.05fr)] gap-x-24 max-lg:grid-cols-1 max-lg:gap-x-0',
+          LANDING_CONTENT_WIDTH,
+          LANDING_GUTTER
+        )}
+      >
+        <div className='pt-8 pr-12 max-sm:pt-6 max-lg:pr-0'>
+          <p className='max-w-[40rem] text-pretty text-[30px] text-[var(--text-primary)] leading-[1.3] tracking-[-0.015em] max-sm:text-[22px] max-xl:text-[26px]'>
+            The world’s work is moving to AI agents. Sim gives teams one place to build, deploy,
+            monitor and govern every agent across the business.
+          </p>
+        </div>
+
+        <AgentMomentumMetrics metrics={METRICS} />
+      </div>
+    </section>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/agent-momentum/index.ts b/apps/sim/app/(landing)/components/agent-momentum/index.ts
new file mode 100644
index 00000000000..c03e5d183a7
--- /dev/null
+++ b/apps/sim/app/(landing)/components/agent-momentum/index.ts
@@ -0,0 +1 @@
+export { AgentMomentum } from './agent-momentum'
diff --git a/apps/sim/app/(landing)/components/back-link/back-link.tsx b/apps/sim/app/(landing)/components/back-link/back-link.tsx
index 80ad85e7ab1..25cc6fc7bc0 100644
--- a/apps/sim/app/(landing)/components/back-link/back-link.tsx
+++ b/apps/sim/app/(landing)/components/back-link/back-link.tsx
@@ -16,7 +16,7 @@ export function BackLink({ href, label }: BackLinkProps) {
   return (
     <Link
       href={href}
-      className='group/link inline-flex items-center gap-1.5 text-[var(--text-muted)] text-sm tracking-[0.02em] hover:text-[var(--text-primary)]'
+      className='group/link inline-flex items-center gap-1.5 text-[var(--text-secondary)] text-sm tracking-[0.02em] hover:text-[var(--text-primary)]'
     >
       <svg
         className='size-3 shrink-0'
diff --git a/apps/sim/app/(landing)/components/chevron-arrow/chevron-arrow.tsx b/apps/sim/app/(landing)/components/chevron-arrow/chevron-arrow.tsx
index bd7ffc46216..73f86fdd585 100644
--- a/apps/sim/app/(landing)/components/chevron-arrow/chevron-arrow.tsx
+++ b/apps/sim/app/(landing)/components/chevron-arrow/chevron-arrow.tsx
@@ -1,12 +1,21 @@
+import { cn } from '@sim/emcn'
+
+interface ChevronArrowProps {
+  className?: string
+  /** Holds the arrow in its revealed state for the currently previewed menu item. */
+  active?: boolean
+  strokeWidth?: number
+}
+
 /**
  * The animated chevron used on landing link rows (models, integrations). On
- * `group-hover/link` the leading line draws in and the arrowhead nudges right.
+ * hover or keyboard focus, the leading line draws in and the arrowhead nudges right.
  * Decorative, so `aria-hidden`.
  */
-export function ChevronArrow() {
+export function ChevronArrow({ className, active = false, strokeWidth = 1.33 }: ChevronArrowProps) {
   return (
     <svg
-      className='size-3 shrink-0 text-[var(--text-muted)]'
+      className={cn('size-3 shrink-0 text-[var(--text-muted)]', className)}
       viewBox='0 0 10 10'
       fill='none'
       xmlns='http://www.w3.org/2000/svg'
@@ -18,18 +27,24 @@ export function ChevronArrow() {
         x2='9'
         y2='5'
         stroke='currentColor'
-        strokeWidth='1.33'
+        strokeWidth={strokeWidth}
         strokeLinecap='square'
-        className='origin-left scale-x-0 transition-transform duration-200 ease-out [transform-box:fill-box] group-hover/link:scale-x-100'
+        className={cn(
+          'origin-left transition-transform duration-200 ease-out [transform-box:fill-box] group-hover/link:scale-x-100 group-focus-visible/link:scale-x-100 motion-reduce:transition-none',
+          active ? 'scale-x-100' : 'scale-x-0'
+        )}
       />
       <path
         d='M3.5 2L6.5 5L3.5 8'
         stroke='currentColor'
-        strokeWidth='1.33'
+        strokeWidth={strokeWidth}
         strokeLinecap='square'
         strokeLinejoin='miter'
         fill='none'
-        className='transition-transform duration-200 ease-out group-hover/link:translate-x-[30%]'
+        className={cn(
+          'transition-transform duration-200 ease-out group-hover/link:translate-x-[30%] group-focus-visible/link:translate-x-[30%] motion-reduce:transition-none',
+          active && 'translate-x-[30%]'
+        )}
       />
     </svg>
   )
diff --git a/apps/sim/app/(landing)/components/content-author-page/content-author-loading.tsx b/apps/sim/app/(landing)/components/content-author-page/content-author-loading.tsx
index 8ba0d5e00eb..6acc472aaa3 100644
--- a/apps/sim/app/(landing)/components/content-author-page/content-author-loading.tsx
+++ b/apps/sim/app/(landing)/components/content-author-page/content-author-loading.tsx
@@ -6,7 +6,7 @@ const AUTHOR_POST_SKELETON_COUNT = 4
 export function ContentAuthorLoading() {
   return (
     <section className='bg-[var(--bg)]'>
-      <div className='mx-auto w-full max-w-[1460px] px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+      <div className='mx-auto w-full max-w-[1728px] px-10 pt-[112px] max-sm:pt-20 max-md:px-7 max-lg:px-8 max-xl:px-9'>
         <Skeleton className='mb-6 h-[16px] w-[100px] rounded-md bg-[var(--surface-hover)]' />
         <div className='flex items-center gap-4'>
           <Skeleton className='size-[64px] rounded-full bg-[var(--surface-hover)]' />
@@ -16,7 +16,7 @@ export function ContentAuthorLoading() {
 
       <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
-      <div className='mx-auto w-full max-w-[1460px] px-20 max-sm:px-5 max-lg:px-8'>
+      <div className='mx-auto w-full max-w-[1728px] px-10 max-md:px-7 max-lg:px-8 max-xl:px-9'>
         <div className='border-[var(--border)] border-x'>
           {Array.from({ length: AUTHOR_POST_SKELETON_COUNT }).map((_, i) => (
             <div key={i}>
diff --git a/apps/sim/app/(landing)/components/content-author-page/content-author-page.tsx b/apps/sim/app/(landing)/components/content-author-page/content-author-page.tsx
index 1d759463026..4d77b215514 100644
--- a/apps/sim/app/(landing)/components/content-author-page/content-author-page.tsx
+++ b/apps/sim/app/(landing)/components/content-author-page/content-author-page.tsx
@@ -2,7 +2,6 @@ import Image from 'next/image'
 import Link from 'next/link'
 import type { ContentMeta } from '@/lib/content/schema'
 import { BackLink } from '@/app/(landing)/components/back-link'
-import { Cta } from '@/app/(landing)/components/cta/cta'
 import { JsonLd } from '@/app/(landing)/components/json-ld'
 
 interface ContentAuthorPageProps {
@@ -36,7 +35,7 @@ export function ContentAuthorPage({
       <section className='bg-[var(--bg)]'>
         {graphJsonLd && <JsonLd data={graphJsonLd} />}
 
-        <div className='mx-auto w-full max-w-[1460px] px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+        <div className='mx-auto w-full max-w-[1728px] px-10 pt-[112px] max-sm:pt-20 max-md:px-7 max-lg:px-8 max-xl:px-9'>
           <div className='mb-6'>
             <BackLink href={basePath} label={`Back to ${sectionName}`} />
           </div>
@@ -60,7 +59,7 @@ export function ContentAuthorPage({
 
         <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
-        <div className='mx-auto w-full max-w-[1460px] px-20 max-sm:px-5 max-lg:px-8'>
+        <div className='mx-auto w-full max-w-[1728px] px-10 max-md:px-7 max-lg:px-8 max-xl:px-9'>
           <div className='border-[var(--border)] border-x'>
             {posts.map((p) => (
               <div key={p.slug}>
@@ -68,7 +67,7 @@ export function ContentAuthorPage({
                   href={`${basePath}/${p.slug}`}
                   className='group flex items-start gap-6 p-6 transition-colors hover:bg-[var(--surface-hover)] md:items-center'
                 >
-                  <span className='hidden w-[120px] shrink-0 pt-1 text-[var(--text-muted)] text-xs uppercase tracking-[0.1em] md:block'>
+                  <span className='hidden w-[120px] shrink-0 pt-1 text-[var(--text-secondary)] text-xs uppercase tracking-[0.1em] md:block'>
                     {new Date(p.date).toLocaleDateString('en-US', {
                       month: 'short',
                       day: 'numeric',
@@ -78,7 +77,7 @@ export function ContentAuthorPage({
                   </span>
 
                   <div className='flex min-w-0 flex-1 flex-col gap-1'>
-                    <span className='text-[var(--text-muted)] text-xs uppercase tracking-[0.1em] md:hidden'>
+                    <span className='text-[var(--text-secondary)] text-xs uppercase tracking-[0.1em] md:hidden'>
                       {new Date(p.date).toLocaleDateString('en-US', {
                         month: 'short',
                         day: 'numeric',
@@ -89,7 +88,7 @@ export function ContentAuthorPage({
                     <h3 className='text-[var(--text-primary)] text-base leading-tight tracking-[-0.01em] lg:text-lg lg:leading-7'>
                       {p.title}
                     </h3>
-                    <p className='line-clamp-2 text-[var(--text-muted)] text-sm leading-[150%]'>
+                    <p className='line-clamp-2 text-[var(--text-secondary)] text-sm leading-[150%]'>
                       {p.description}
                     </p>
                   </div>
@@ -113,10 +112,6 @@ export function ContentAuthorPage({
 
         <div className='-mt-px h-px w-full bg-[var(--border)]' />
       </section>
-
-      <div className='mt-[120px] max-sm:mt-16 max-lg:mt-[88px]'>
-        <Cta />
-      </div>
     </>
   )
 }
diff --git a/apps/sim/app/(landing)/components/content-index-page/content-index-loading.tsx b/apps/sim/app/(landing)/components/content-index-page/content-index-loading.tsx
index c5242b158b6..f9de9c7f280 100644
--- a/apps/sim/app/(landing)/components/content-index-page/content-index-loading.tsx
+++ b/apps/sim/app/(landing)/components/content-index-page/content-index-loading.tsx
@@ -1,4 +1,5 @@
-import { Skeleton } from '@sim/emcn'
+import { cn, Skeleton } from '@sim/emcn'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
 
 const FEATURED_SKELETON_COUNT = 3
 const LIST_SKELETON_COUNT = 5
@@ -7,16 +8,16 @@ const LIST_SKELETON_COUNT = 5
 export function ContentIndexLoading() {
   return (
     <section className='bg-[var(--bg)]'>
-      <div className='mx-auto w-full max-w-[1460px]'>
-        <div className='px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+      <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+        <div className='pt-[112px] max-sm:pt-20'>
           <Skeleton className='mb-5 h-[20px] w-[60px] rounded-md bg-[var(--surface-hover)]' />
           <div className='flex flex-col gap-4 md:flex-row md:items-end md:justify-between'>
             <Skeleton className='h-[40px] w-[240px] rounded-[4px] bg-[var(--surface-hover)]' />
-            <Skeleton className='h-[18px] w-[320px] rounded-[4px] bg-[var(--surface-hover)]' />
+            <Skeleton className='h-[18px] w-[320px] max-w-full rounded-[4px] bg-[var(--surface-hover)]' />
           </div>
         </div>
 
-        <div className='mx-20 mt-8 border-[var(--border)] border-x max-sm:mx-5 max-lg:mx-8'>
+        <div className='mt-8 border-[var(--border)] border-x'>
           <div className='h-px w-full bg-[var(--border)]' />
 
           <div className='flex max-sm:flex-col'>
diff --git a/apps/sim/app/(landing)/components/content-index-page/content-index-page.tsx b/apps/sim/app/(landing)/components/content-index-page/content-index-page.tsx
index bd3e0bf8dff..b2138a8d2ef 100644
--- a/apps/sim/app/(landing)/components/content-index-page/content-index-page.tsx
+++ b/apps/sim/app/(landing)/components/content-index-page/content-index-page.tsx
@@ -3,7 +3,6 @@ import Image from 'next/image'
 import Link from 'next/link'
 import { paginateContentPosts } from '@/lib/content/index-list'
 import type { ContentMeta } from '@/lib/content/schema'
-import { Cta } from '@/app/(landing)/components/cta/cta'
 import { JsonLd } from '@/app/(landing)/components/json-ld'
 
 interface ContentIndexPageProps {
@@ -44,12 +43,12 @@ export function ContentIndexPage({
       <section className='bg-[var(--bg)]'>
         <JsonLd data={collectionJsonLd} />
 
-        <div className='mx-auto w-full max-w-[1460px] px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+        <div className='mx-auto w-full max-w-[1728px] px-10 pt-[112px] max-sm:pt-20 max-md:px-7 max-lg:px-8 max-xl:px-9'>
           <div className='flex flex-col gap-4 md:flex-row md:items-end md:justify-between'>
             <h1 className='text-balance text-[28px] text-[var(--text-primary)] leading-[100%] tracking-[-0.02em] lg:text-[40px]'>
               {heading}
             </h1>
-            <p className='max-w-[540px] text-[var(--text-muted)] text-sm leading-[150%] tracking-[0.02em] lg:text-base'>
+            <p className='max-w-[540px] text-[var(--text-secondary)] text-sm leading-[150%] tracking-[0.02em] lg:text-base'>
               {subheading}
             </p>
           </div>
@@ -57,7 +56,7 @@ export function ContentIndexPage({
 
         <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
-        <div className='mx-auto w-full max-w-[1460px] px-20 max-sm:px-5 max-lg:px-8'>
+        <div className='mx-auto w-full max-w-[1728px] px-10 max-md:px-7 max-lg:px-8 max-xl:px-9'>
           <div className='border-[var(--border)] border-x'>
             {featured.length > 0 && (
               <>
@@ -81,7 +80,7 @@ export function ContentIndexPage({
                         />
                       </div>
                       <div className='flex flex-col gap-2'>
-                        <span className='text-[var(--text-muted)] text-xs uppercase tracking-[0.1em]'>
+                        <span className='text-[var(--text-secondary)] text-xs uppercase tracking-[0.1em]'>
                           {new Date(p.date).toLocaleDateString('en-US', {
                             month: 'short',
                             day: 'numeric',
@@ -89,10 +88,10 @@ export function ContentIndexPage({
                             timeZone: 'UTC',
                           })}
                         </span>
-                        <h3 className='text-[var(--text-primary)] text-lg leading-tight tracking-[-0.01em]'>
+                        <h2 className='text-[var(--text-primary)] text-lg leading-tight tracking-[-0.01em]'>
                           {p.title}
-                        </h3>
-                        <p className='line-clamp-2 text-[var(--text-muted)] text-sm leading-[150%]'>
+                        </h2>
+                        <p className='line-clamp-2 text-[var(--text-secondary)] text-sm leading-[150%]'>
                           {p.description}
                         </p>
                       </div>
@@ -110,7 +109,7 @@ export function ContentIndexPage({
                   href={`${basePath}/${p.slug}`}
                   className='group flex items-start gap-6 p-6 transition-colors hover:bg-[var(--surface-hover)] md:items-center'
                 >
-                  <span className='hidden w-[120px] shrink-0 pt-1 text-[var(--text-muted)] text-xs uppercase tracking-[0.1em] md:block'>
+                  <span className='hidden w-[120px] shrink-0 pt-1 text-[var(--text-secondary)] text-xs uppercase tracking-[0.1em] md:block'>
                     {new Date(p.date).toLocaleDateString('en-US', {
                       month: 'short',
                       day: 'numeric',
@@ -120,7 +119,7 @@ export function ContentIndexPage({
                   </span>
 
                   <div className='flex min-w-0 flex-1 flex-col gap-1'>
-                    <span className='text-[var(--text-muted)] text-xs uppercase tracking-[0.1em] md:hidden'>
+                    <span className='text-[var(--text-secondary)] text-xs uppercase tracking-[0.1em] md:hidden'>
                       {new Date(p.date).toLocaleDateString('en-US', {
                         month: 'short',
                         day: 'numeric',
@@ -128,10 +127,10 @@ export function ContentIndexPage({
                         timeZone: 'UTC',
                       })}
                     </span>
-                    <h3 className='text-[var(--text-primary)] text-base leading-tight tracking-[-0.01em] lg:text-lg lg:leading-7'>
+                    <h2 className='text-[var(--text-primary)] text-base leading-tight tracking-[-0.01em] lg:text-lg lg:leading-7'>
                       {p.title}
-                    </h3>
-                    <p className='line-clamp-2 text-[var(--text-muted)] text-sm leading-[150%]'>
+                    </h2>
+                    <p className='line-clamp-2 text-[var(--text-secondary)] text-sm leading-[150%]'>
                       {p.description}
                     </p>
                   </div>
@@ -163,7 +162,7 @@ export function ContentIndexPage({
                       Previous
                     </ChipLink>
                   )}
-                  <span className='text-[var(--text-muted)] text-sm'>
+                  <span className='text-[var(--text-secondary)] text-sm'>
                     Page {page} of {totalPages}
                   </span>
                   {page < totalPages && (
@@ -183,10 +182,6 @@ export function ContentIndexPage({
 
         <div className='-mt-px h-px w-full bg-[var(--border)]' />
       </section>
-
-      <div className='mt-[120px] max-sm:mt-16 max-lg:mt-[88px]'>
-        <Cta />
-      </div>
     </>
   )
 }
diff --git a/apps/sim/app/(landing)/components/content-post-page/content-post-loading.tsx b/apps/sim/app/(landing)/components/content-post-page/content-post-loading.tsx
index 93b65565d23..c26f8e72c22 100644
--- a/apps/sim/app/(landing)/components/content-post-page/content-post-loading.tsx
+++ b/apps/sim/app/(landing)/components/content-post-page/content-post-loading.tsx
@@ -1,25 +1,26 @@
-import { Skeleton } from '@sim/emcn'
+import { cn, Skeleton } from '@sim/emcn'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
 
 /** Shared loading skeleton for a content section's post-detail route. */
 export function ContentPostLoading() {
   return (
     <article className='w-full bg-[var(--bg)]'>
-      <div className='mx-auto w-full max-w-[1460px] px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+      <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER, 'pt-[112px] max-sm:pt-20')}>
         <div className='mb-6'>
           <Skeleton className='h-[16px] w-[100px] rounded-[4px] bg-[var(--surface-hover)]' />
         </div>
-        <div className='flex flex-col gap-8 md:flex-row md:gap-12'>
-          <div className='w-full shrink-0 md:w-[450px]'>
+        <div className='flex min-w-0 flex-col gap-8 lg:flex-row lg:gap-12'>
+          <div className='w-full shrink-0 lg:w-[40%] lg:max-w-[450px]'>
             <Skeleton className='aspect-[450/360] w-full rounded-[5px] bg-[var(--surface-hover)]' />
           </div>
-          <div className='flex flex-1 flex-col justify-between'>
+          <div className='flex min-w-0 flex-1 flex-col justify-between'>
             <div>
               <Skeleton className='h-[44px] w-full rounded-[4px] bg-[var(--surface-hover)]' />
               <Skeleton className='mt-2 h-[44px] w-[80%] rounded-[4px] bg-[var(--surface-hover)]' />
               <Skeleton className='mt-4 h-[18px] w-full rounded-[4px] bg-[var(--surface-hover)]' />
               <Skeleton className='mt-2 h-[18px] w-[70%] rounded-[4px] bg-[var(--surface-hover)]' />
             </div>
-            <div className='mt-6 flex items-center gap-6'>
+            <div className='mt-6 flex flex-wrap items-center gap-6'>
               <Skeleton className='h-[12px] w-[100px] rounded-[4px] bg-[var(--surface-hover)]' />
               <div className='flex items-center gap-2'>
                 <Skeleton className='size-[20px] rounded-full bg-[var(--surface-hover)]' />
@@ -32,8 +33,8 @@ export function ContentPostLoading() {
 
       <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
-      <div className='mx-auto w-full max-w-[1460px]'>
-        <div className='mx-20 border-[var(--border)] border-x max-sm:mx-5 max-lg:mx-8'>
+      <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+        <div className='border-[var(--border)] border-x'>
           <div className='mx-auto max-w-[900px] px-6 py-16'>
             <div className='space-y-4'>
               <Skeleton className='h-[16px] w-full rounded-[4px] bg-[var(--surface-hover)]' />
diff --git a/apps/sim/app/(landing)/components/content-post-page/content-post-page.tsx b/apps/sim/app/(landing)/components/content-post-page/content-post-page.tsx
index 9876b42894d..5223621a50b 100644
--- a/apps/sim/app/(landing)/components/content-post-page/content-post-page.tsx
+++ b/apps/sim/app/(landing)/components/content-post-page/content-post-page.tsx
@@ -48,13 +48,13 @@ export function ContentPostPage({
   return (
     <article className='w-full bg-[var(--bg)]' itemScope itemType='https://schema.org/BlogPosting'>
       <JsonLd data={graphJsonLd} />
-      <header className='mx-auto w-full max-w-[1460px] px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+      <header className='mx-auto w-full max-w-[1728px] px-10 pt-[112px] max-sm:pt-20 max-md:px-7 max-lg:px-8 max-xl:px-9'>
         <div className='mb-6'>
           <BackLink href={basePath} label={backLabel} />
         </div>
 
-        <div className='flex flex-col gap-8 md:flex-row md:gap-12'>
-          <div className='w-full shrink-0 md:w-[450px]'>
+        <div className='flex min-w-0 flex-col gap-8 lg:flex-row lg:gap-12'>
+          <div className='w-full shrink-0 lg:w-[40%] lg:max-w-[450px]'>
             <div className='relative w-full overflow-hidden rounded-[5px]'>
               <Image
                 src={post.ogImage}
@@ -62,7 +62,7 @@ export function ContentPostPage({
                 width={450}
                 height={360}
                 className='h-auto w-full'
-                sizes='(max-width: 768px) 100vw, 450px'
+                sizes='(max-width: 1023px) calc(100vw - 64px), 450px'
                 priority
                 fetchPriority='high'
                 itemProp='image'
@@ -70,7 +70,7 @@ export function ContentPostPage({
               />
             </div>
           </div>
-          <div className='flex flex-1 flex-col justify-between'>
+          <div className='flex min-w-0 flex-1 flex-col justify-between'>
             <div>
               <h1
                 className='text-balance text-[28px] text-[var(--text-primary)] leading-[110%] tracking-[-0.02em] sm:text-[36px] md:text-[44px] lg:text-[52px]'
@@ -88,7 +88,7 @@ export function ContentPostPage({
             <div className='mt-6 flex flex-wrap items-center gap-x-6 gap-y-2'>
               <div className='flex items-center gap-2'>
                 <time
-                  className='text-[var(--text-muted)] text-xs uppercase tracking-[0.1em]'
+                  className='text-[var(--text-secondary)] text-xs uppercase tracking-[0.1em]'
                   dateTime={post.date}
                   itemProp='datePublished'
                 >
@@ -96,11 +96,11 @@ export function ContentPostPage({
                 </time>
                 {showUpdated ? (
                   <>
-                    <span aria-hidden='true' className='text-[var(--text-muted)] text-xs'>
+                    <span aria-hidden='true' className='text-[var(--text-secondary)] text-xs'>
                       ·
                     </span>
                     <time
-                      className='text-[var(--text-muted)] text-xs uppercase tracking-[0.1em]'
+                      className='text-[var(--text-secondary)] text-xs uppercase tracking-[0.1em]'
                       dateTime={modifiedIso}
                       itemProp='dateModified'
                     >
@@ -123,7 +123,7 @@ export function ContentPostPage({
                     <Link
                       href={`${basePath}/authors/${encodeURIComponent(a?.id ?? '')}`}
                       rel='author'
-                      className='text-[var(--text-muted)] text-xs uppercase tracking-[0.1em] hover:text-[var(--text-primary)]'
+                      className='text-[var(--text-secondary)] text-xs uppercase tracking-[0.1em] hover:text-[var(--text-primary)]'
                       itemProp='author'
                       itemScope
                       itemType='https://schema.org/Person'
@@ -143,10 +143,10 @@ export function ContentPostPage({
 
       <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
-      <div className='mx-auto w-full max-w-[1460px] px-20 max-sm:px-5 max-lg:px-8'>
+      <div className='mx-auto w-full max-w-[1728px] px-10 max-md:px-7 max-lg:px-8 max-xl:px-9'>
         <div className='border-[var(--border)] border-x'>
           <div className='mx-auto max-w-[900px] px-6 py-16' itemProp='articleBody'>
-            <div className='prose prose-lg max-w-none prose-blockquote:border-[var(--border-1)] prose-hr:border-[var(--border)] prose-headings:font-season prose-a:text-[var(--text-primary)] prose-blockquote:text-[var(--text-muted)] prose-code:text-[var(--text-primary)] prose-headings:text-[var(--text-primary)] prose-li:text-[var(--text-body)] prose-p:text-[var(--text-body)] prose-strong:text-[var(--text-primary)] prose-headings:tracking-[-0.02em]'>
+            <div className='prose prose-lg max-w-none prose-blockquote:border-[var(--border-1)] prose-hr:border-[var(--border)] prose-headings:font-season prose-a:text-[var(--text-primary)] prose-blockquote:text-[var(--text-secondary)] prose-code:text-[var(--text-primary)] prose-headings:text-[var(--text-primary)] prose-li:text-[var(--text-body)] prose-p:text-[var(--text-body)] prose-strong:text-[var(--text-primary)] prose-headings:tracking-[-0.02em]'>
               <Article />
               {post.faq && post.faq.length > 0 ? <FAQ items={post.faq} /> : null}
             </div>
@@ -174,13 +174,13 @@ export function ContentPostPage({
                       />
                     </div>
                     <div className='flex flex-col gap-2'>
-                      <span className='text-[var(--text-muted)] text-xs uppercase tracking-[0.1em]'>
+                      <span className='text-[var(--text-secondary)] text-xs uppercase tracking-[0.1em]'>
                         {formatDate(p.date)}
                       </span>
                       <h3 className='text-[var(--text-primary)] text-lg leading-tight tracking-[-0.01em]'>
                         {p.title}
                       </h3>
-                      <p className='line-clamp-2 text-[var(--text-muted)] text-sm leading-[150%]'>
+                      <p className='line-clamp-2 text-[var(--text-secondary)] text-sm leading-[150%]'>
                         {p.description}
                       </p>
                     </div>
diff --git a/apps/sim/app/(landing)/components/cta/cta.module.css b/apps/sim/app/(landing)/components/cta/cta.module.css
new file mode 100644
index 00000000000..58d6c8b3d4e
--- /dev/null
+++ b/apps/sim/app/(landing)/components/cta/cta.module.css
@@ -0,0 +1,36 @@
+/**
+ * A soft central cutout lets painted sky rise alongside the overlapping copy.
+ * The vertical mask dissolves the outer boundaries into the theme canvas;
+ * the landscape retains its full detail below the content.
+ */
+.plate {
+  --plate-mask: linear-gradient(
+    to bottom,
+    rgb(0 0 0 / 0) 0%,
+    rgb(0 0 0 / 0.074) 1.7%,
+    rgb(0 0 0 / 0.259) 3.3%,
+    rgb(0 0 0 / 0.5) 5%,
+    rgb(0 0 0 / 0.741) 6.7%,
+    rgb(0 0 0 / 0.926) 8.3%,
+    rgb(0 0 0 / 1) 10%,
+    rgb(0 0 0 / 1) 80%,
+    rgb(0 0 0 / 0.926) 83.3%,
+    rgb(0 0 0 / 0.741) 86.7%,
+    rgb(0 0 0 / 0.5) 90%,
+    rgb(0 0 0 / 0.259) 93.3%,
+    rgb(0 0 0 / 0.074) 96.7%,
+    rgb(0 0 0 / 0) 100%
+  );
+  --copy-mask: radial-gradient(
+    ellipse 52% 38% at 50% 0%,
+    rgb(0 0 0 / 0) 24%,
+    rgb(0 0 0 / 0.08) 40%,
+    rgb(0 0 0 / 0.35) 58%,
+    rgb(0 0 0 / 0.75) 78%,
+    rgb(0 0 0 / 1) 100%
+  );
+  -webkit-mask-image: var(--plate-mask), var(--copy-mask);
+  mask-image: var(--plate-mask), var(--copy-mask);
+  -webkit-mask-composite: source-in;
+  mask-composite: intersect;
+}
diff --git a/apps/sim/app/(landing)/components/cta/cta.tsx b/apps/sim/app/(landing)/components/cta/cta.tsx
index b82a6bcf7ef..26fb4fc78bd 100644
--- a/apps/sim/app/(landing)/components/cta/cta.tsx
+++ b/apps/sim/app/(landing)/components/cta/cta.tsx
@@ -1,40 +1,70 @@
-import { ChipLink } from '@sim/emcn'
-import { DEMO_HREF, SIGNUP_HREF } from '@/app/(landing)/constants'
+import { cn } from '@sim/emcn'
+import Image from 'next/image'
+import styles from '@/app/(landing)/components/cta/cta.module.css'
+import { HeroCta } from '@/app/(landing)/components/hero-cta'
+import {
+  HOME_TYPE,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+} from '@/app/(landing)/components/landing-layout'
+
+/** One shared closing statement, with a deliberate line break between sentences. */
+const CTA_HEADLINE = ['Every agent your company runs.', 'All in one place.'] as const
 
 /**
- * Landing pre-footer CTA - the page's final conversion band. A tall, centered
- * closing band with a large headline over two pill actions - a primary
- * "Get started" routing to sign-up and an outline "Contact sales" routing to
- * the demo-booking page.
- *
- * The band carries no vertical padding of its own: its spacious closing moment
- * comes from the uniform inter-section `gap` (owned by the `<main>` flex in
- * `landing.tsx`) above it and the `Footer`'s top margin below it. The headline
- * mirrors the hero `<h1>` exactly (48px / `leading-[1.1]` and the same responsive
- * ramp), so the page opens and closes on the same display size. Horizontal
- * padding (`px-20`) matches every section above, and the section is capped and
- * centered at the shared `max-w-[1460px]`.
+ * Painted pre-footer CTA for every marketing page, mounted once by LandingShell.
+ * Theme classes select the matching lazy-loaded painting without client state.
+ * The sky mask keeps the copy clear and the lower edge fades into the footer.
  */
 export function Cta() {
   return (
     <section
       id='cta'
       aria-labelledby='cta-heading'
-      className='mx-auto flex w-full max-w-[1460px] flex-col items-center gap-[22px] px-20 text-center max-sm:px-5 max-lg:px-8'
+      className='relative isolate flex w-full flex-col'
     >
-      <h2
-        id='cta-heading'
-        className='max-w-[860px] text-balance text-[48px] text-[var(--text-primary)] leading-[1.1] max-sm:text-[32px] max-xl:text-[40px]'
+      <div
+        className={cn(
+          'relative z-10 flex flex-col items-center gap-8 pt-10 text-center max-sm:gap-7 max-sm:pt-6 max-lg:pt-8',
+          LANDING_CONTENT_WIDTH,
+          LANDING_GUTTER
+        )}
+      >
+        <h2
+          id='cta-heading'
+          className={cn('text-balance text-[var(--text-primary)]', HOME_TYPE.h2Display)}
+        >
+          {CTA_HEADLINE.map((line) => (
+            <span key={line} className='block'>
+              {line}{' '}
+            </span>
+          ))}
+        </h2>
+        <div className='max-sm:w-full'>
+          <HeroCta size='display' secondaryLabel='Start building' trackingSection='footer_cta' />
+        </div>
+      </div>
+
+      <div
+        aria-hidden='true'
+        className='-mt-[clamp(96px,12.5vw,240px)] max-sm:-mt-6 pointer-events-none relative aspect-video w-full max-sm:aspect-[16/10]'
       >
-        Build your first agent today.
-      </h2>
-      <div className='flex items-center gap-1'>
-        <ChipLink variant='primary' href={SIGNUP_HREF}>
-          Get started
-        </ChipLink>
-        <ChipLink href={DEMO_HREF} className='border border-[var(--border-1)]'>
-          Contact sales
-        </ChipLink>
+        <Image
+          src='/landing/cta-san-francisco-painted-light.webp'
+          alt=''
+          fill
+          quality={90}
+          sizes='(max-width: 639px) 112vw, 100vw'
+          className={cn('object-cover object-center dark:hidden', styles.plate)}
+        />
+        <Image
+          src='/landing/cta-san-francisco-painted-dark.webp'
+          alt=''
+          fill
+          quality={90}
+          sizes='(max-width: 639px) 112vw, 100vw'
+          className={cn('hidden object-cover object-center dark:block', styles.plate)}
+        />
       </div>
     </section>
   )
diff --git a/apps/sim/app/(landing)/components/featured-customer/featured-customer-card.tsx b/apps/sim/app/(landing)/components/featured-customer/featured-customer-card.tsx
new file mode 100644
index 00000000000..6edabd023f8
--- /dev/null
+++ b/apps/sim/app/(landing)/components/featured-customer/featured-customer-card.tsx
@@ -0,0 +1,154 @@
+'use client'
+
+import { useEffect, useRef } from 'react'
+import { ChipTag, cn, usePrefersReducedMotion } from '@sim/emcn'
+import Image from 'next/image'
+import { LANDING_STAGE_RADIUS } from '@/app/(landing)/components/landing-layout'
+
+/** A customer wordmark from `/public/landing/logos`, sized like the logo strip sizes it: by optical height at its own aspect. */
+export interface FeaturedCustomerLogo {
+  src: string
+  alt: string
+  /** Intrinsic width ÷ height, so the mark scales without distortion. */
+  aspect: number
+  /** Display height in px, tuned by eye for the card. */
+  height: number
+}
+
+export interface FeaturedCustomerStory {
+  id: string
+  company: string
+  caption: string
+  media: { kind: 'video'; poster: string; src: string; alt: string } | { kind: 'brand' }
+  /** The customer's wordmark, shown under the editorial product caption. */
+  logo: FeaturedCustomerLogo
+}
+
+/**
+ * The wordmark assets are a single dark ink; over the film they are flattened
+ * and inverted to white, then eased back to sit with the caption's tone.
+ */
+const LOGO_ON_FILM = 'brightness-0 invert opacity-80'
+
+interface FeaturedCustomerCardProps {
+  story: FeaturedCustomerStory
+  active: boolean
+  emphasized: boolean
+}
+
+/** Shared media and editorial caption treatment for each featured-customer slide. */
+export function FeaturedCustomerCard({ story, active, emphasized }: FeaturedCustomerCardProps) {
+  const videoRef = useRef<HTMLVideoElement>(null)
+  const reducedMotion = usePrefersReducedMotion()
+  const isFilm = story.media.kind === 'video'
+
+  useEffect(() => {
+    const video = videoRef.current
+    if (!video) return
+    if (!active || reducedMotion) {
+      video.pause()
+      return
+    }
+
+    /**
+     * The film streams only while the slide is on screen in a visible tab:
+     * `play()` defeats `preload='none'`, so calling it at mount would pull
+     * the whole file for a section well below the fold. Autoplay may still be
+     * blocked, in which case the poster remains the fallback.
+     */
+    const canObserve = typeof IntersectionObserver !== 'undefined'
+    let inView = !canObserve
+    const sync = () => {
+      if (inView && !document.hidden) void video.play().catch(() => {})
+      else video.pause()
+    }
+    const observer = canObserve
+      ? new IntersectionObserver(([entry]) => {
+          inView = entry.isIntersecting
+          sync()
+        })
+      : null
+    if (observer) observer.observe(video)
+    else sync()
+    document.addEventListener('visibilitychange', sync)
+
+    return () => {
+      observer?.disconnect()
+      document.removeEventListener('visibilitychange', sync)
+    }
+  }, [active, reducedMotion])
+
+  return (
+    <article
+      aria-hidden={!active}
+      className={cn(
+        'relative isolate size-full overflow-hidden [clip-path:inset(0_round_12px)]',
+        isFilm ? 'bg-black' : 'bg-[var(--surface-4)]',
+        LANDING_STAGE_RADIUS
+      )}
+    >
+      {story.media.kind === 'video' && (
+        <>
+          <Image
+            src={story.media.poster}
+            alt={story.media.alt}
+            fill
+            sizes='(max-width: 640px) 100vw, 1728px'
+            quality={90}
+            className='rounded-[inherit] object-cover'
+          />
+          <video
+            ref={videoRef}
+            aria-hidden='true'
+            loop
+            muted
+            playsInline
+            preload='none'
+            src={story.media.src}
+            tabIndex={-1}
+            className='pointer-events-none absolute inset-0 size-full rounded-[inherit] object-cover motion-reduce:hidden'
+          />
+          <div className='pointer-events-none absolute inset-0 rounded-[inherit] bg-[linear-gradient(135deg,rgba(0,0,0,0.68)_0%,rgba(0,0,0,0.3)_36%,rgba(0,0,0,0.08)_70%)]' />
+        </>
+      )}
+
+      <div
+        data-customer-story-content='true'
+        className={cn(
+          'relative z-10 flex h-full items-start p-12 transition-[opacity,translate] duration-600 ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:translate-y-0 motion-reduce:transition-none max-sm:p-6 max-lg:p-8',
+          emphasized ? 'translate-y-0 opacity-100' : 'translate-y-2 opacity-40'
+        )}
+      >
+        <div className='max-w-[42rem]'>
+          <ChipTag
+            variant={isFilm ? 'brand' : 'gray'}
+            brandColor='transparent'
+            brandForeground='light'
+            brandStrokeColor='rgba(255, 255, 255, 0.4)'
+            className='h-6 rounded-full px-3 opacity-80'
+          >
+            Featured customer
+          </ChipTag>
+          <p
+            className={cn(
+              'mt-4 text-pretty text-[44px] leading-[1.08] tracking-[-0.025em] max-sm:text-[30px] max-xl:text-[38px]',
+              isFilm ? 'text-white' : 'text-[var(--text-primary)]'
+            )}
+          >
+            {story.caption}
+          </p>
+          <Image
+            src={story.logo.src}
+            alt={story.logo.alt}
+            height={story.logo.height}
+            width={Math.round(story.logo.height * story.logo.aspect)}
+            className={cn(
+              'mt-8 h-auto max-w-full',
+              isFilm ? LOGO_ON_FILM : 'brightness-0 dark:invert'
+            )}
+          />
+        </div>
+      </div>
+    </article>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/featured-customer/featured-customer-navigation-button.tsx b/apps/sim/app/(landing)/components/featured-customer/featured-customer-navigation-button.tsx
new file mode 100644
index 00000000000..92afefd1f5b
--- /dev/null
+++ b/apps/sim/app/(landing)/components/featured-customer/featured-customer-navigation-button.tsx
@@ -0,0 +1,124 @@
+'use client'
+
+import { useEffect, useRef, useState } from 'react'
+import { Button, cn, Tooltip } from '@sim/emcn'
+import { ArrowLeft, ArrowRight } from '@sim/emcn/icons'
+
+const HOVER_NAVIGATION_DELAY_MS = 1000
+
+interface FeaturedCustomerNavigationButtonProps {
+  direction: 'next' | 'previous'
+  label: string
+  /** No story lies in this direction: the arrow stays as a landmark but takes no input. */
+  disabled?: boolean
+  onSelect: () => void
+}
+
+/**
+ * One arrow of the carousel's control pair, drawn for the page ground in the
+ * landing's ink tokens: a live arrow is full ink inside a mid-grey ring, a
+ * disabled one a lighter grey inside a hairline-grey ring, so both read on the
+ * white and the live one reads first. Advances on click or after a sustained
+ * mouse hover; positioned by the pair that holds it, not by itself.
+ */
+export function FeaturedCustomerNavigationButton({
+  direction,
+  label,
+  disabled = false,
+  onSelect,
+}: FeaturedCustomerNavigationButtonProps) {
+  const hoverTimerRef = useRef<number | null>(null)
+  const [isHovering, setIsHovering] = useState(false)
+  const [showTooltipContent, setShowTooltipContent] = useState(true)
+  const Icon = direction === 'next' ? ArrowRight : ArrowLeft
+
+  const stopHoverProgress = () => {
+    if (hoverTimerRef.current !== null) {
+      window.clearTimeout(hoverTimerRef.current)
+      hoverTimerRef.current = null
+    }
+    setIsHovering(false)
+  }
+
+  const selectStory = () => {
+    stopHoverProgress()
+    setShowTooltipContent(false)
+    onSelect()
+  }
+
+  const startHoverProgress = () => {
+    if (disabled) return
+    stopHoverProgress()
+    setShowTooltipContent(true)
+    setIsHovering(true)
+    hoverTimerRef.current = window.setTimeout(selectStory, HOVER_NAVIGATION_DELAY_MS)
+  }
+
+  useEffect(() => {
+    return () => {
+      if (hoverTimerRef.current !== null) {
+        window.clearTimeout(hoverTimerRef.current)
+      }
+    }
+  }, [])
+
+  return (
+    <Tooltip.Root key={label}>
+      <Tooltip.Trigger asChild>
+        <Button
+          variant='ghost'
+          onClick={selectStory}
+          onMouseEnter={startHoverProgress}
+          onMouseLeave={stopHoverProgress}
+          onFocus={() => setShowTooltipContent(true)}
+          aria-label={label}
+          disabled={disabled}
+          type='button'
+          className={cn(
+            'group relative size-10 rounded-full border-0 bg-transparent p-0 shadow-none transition-[background-color,color,transform] duration-150 max-sm:size-9',
+            disabled
+              ? 'cursor-default text-[var(--text-subtle)]'
+              : 'text-[var(--text-primary)] hover-hover:bg-[var(--surface-hover)] active:scale-[0.96]'
+          )}
+        >
+          <svg
+            aria-hidden='true'
+            viewBox='0 0 40 40'
+            className='-rotate-90 pointer-events-none absolute inset-0 size-full overflow-visible'
+          >
+            <circle
+              data-customer-progress-track='true'
+              cx='20'
+              cy='20'
+              r='19'
+              strokeWidth='2'
+              className={cn(
+                'fill-none transition-colors duration-150',
+                disabled
+                  ? 'stroke-[var(--border)]'
+                  : 'stroke-[var(--text-subtle)] group-hover-hover:stroke-[var(--text-secondary)]'
+              )}
+            />
+            <circle
+              data-customer-progress-ring='true'
+              cx='20'
+              cy='20'
+              r='19'
+              pathLength='100'
+              strokeWidth='2'
+              strokeLinecap='round'
+              className={cn(
+                'fill-none stroke-[var(--text-primary)] transition-[stroke-dashoffset] ease-linear [stroke-dasharray:100] motion-reduce:transition-none',
+                isHovering
+                  ? 'opacity-100 duration-1000 [stroke-dashoffset:0]'
+                  : 'opacity-0 duration-0 [stroke-dashoffset:100]'
+              )}
+            />
+          </svg>
+          <Icon className='relative z-10 size-[16px]' />
+        </Button>
+      </Tooltip.Trigger>
+      {showTooltipContent && !disabled && <Tooltip.Content side='top'>{label}</Tooltip.Content>}
+    </Tooltip.Root>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/featured-customer/featured-customer.test.tsx b/apps/sim/app/(landing)/components/featured-customer/featured-customer.test.tsx
new file mode 100644
index 00000000000..fc854b8dc42
--- /dev/null
+++ b/apps/sim/app/(landing)/components/featured-customer/featured-customer.test.tsx
@@ -0,0 +1,308 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, type ReactNode } from 'react'
+import { createRoot } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const motionPreference = vi.hoisted(() => ({ reduced: false }))
+
+vi.mock('@sim/emcn', () => ({
+  Button: (props: React.ButtonHTMLAttributes<HTMLButtonElement>) => <button {...props} />,
+  ChipTag: ({ children }: { children: ReactNode }) => <span>{children}</span>,
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+  usePrefersReducedMotion: () => motionPreference.reduced,
+  Tooltip: {
+    Root: ({ children }: { children: ReactNode }) => children,
+    Trigger: ({ children }: { children: ReactNode }) => children,
+    Content: ({ children }: { children: ReactNode }) => (
+      <span data-testid='customer-tooltip'>{children}</span>
+    ),
+  },
+}))
+
+vi.mock('next/image', () => ({
+  default: ({ src, alt, className }: { src: string; alt: string; className?: string }) => (
+    <img src={src} alt={alt} className={className} />
+  ),
+}))
+
+vi.mock('@sim/emcn/icons', () => ({
+  ArrowLeft: () => <svg aria-hidden='true' />,
+  ArrowRight: () => <svg aria-hidden='true' />,
+}))
+
+import { FeaturedCustomer } from '@/app/(landing)/components/featured-customer/featured-customer'
+
+beforeEach(() => {
+  motionPreference.reduced = false
+  vi.spyOn(HTMLMediaElement.prototype, 'play').mockResolvedValue(undefined)
+  vi.spyOn(HTMLMediaElement.prototype, 'pause').mockImplementation(() => {})
+})
+
+afterEach(() => {
+  vi.useRealTimers()
+  vi.restoreAllMocks()
+  document.body.replaceChildren()
+})
+
+describe('FeaturedCustomer', () => {
+  it('keeps the next story outside the centered card and brings it into focus', () => {
+    ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+    const host = document.createElement('div')
+    document.body.appendChild(host)
+    const root = createRoot(host)
+
+    act(() => {
+      root.render(<FeaturedCustomer />)
+    })
+
+    const rivian = host.querySelector('[aria-label="1 of 2: Rivian"]') as HTMLElement
+    const expRealty = host.querySelector('[aria-label="2 of 2: eXp Realty"]') as HTMLElement
+    const nextButton = host.querySelector(
+      '[aria-label="View eXp Realty customer story"]'
+    ) as HTMLButtonElement
+    const expRealtyContent = expRealty.querySelector(
+      '[data-customer-story-content="true"]'
+    ) as HTMLElement
+    const carouselRail = host.querySelector('[data-customer-carousel-rail="true"]') as HTMLElement
+    const video = rivian.querySelector('video') as HTMLVideoElement
+    video.currentTime = 12
+
+    expect(video.play).toHaveBeenCalledOnce()
+
+    expect(rivian.querySelector('img[alt="Rivian | Volkswagen Group Technologies"]')).not.toBeNull()
+    expect(host.querySelector('blockquote')).toBeNull()
+    expect(host.textContent).not.toContain('Jordan Lee')
+    expect(host.textContent).not.toContain('Director of Enterprise Systems')
+    expect(host.textContent).not.toContain('eXp Realty team')
+    expect(rivian.textContent).toContain(
+      'Connect systems and build, deploy, and manage AI agents with Sim.'
+    )
+    expect(expRealty.textContent).toContain(
+      'Bring teams, shared knowledge, and AI agents into one workspace with Sim.'
+    )
+    expect(rivian.querySelector('video')?.getAttribute('src')).toBe(
+      '/landing/customer-stories/rivian-r2-loop.mp4'
+    )
+    const expVideo = expRealty.querySelector('video') as HTMLVideoElement
+    expect(expVideo.getAttribute('src')).toBe('/landing/customer-stories/exp-house-color-loop.mp4')
+    expect(expVideo.getAttribute('preload')).toBe('none')
+    expect(expVideo.muted).toBe(true)
+    expect(vi.mocked(video.play).mock.contexts).not.toContain(expVideo)
+    expect(
+      [...expRealty.querySelectorAll('img')].map((image) => image.getAttribute('src'))
+    ).toEqual([
+      '/landing/customer-stories/exp-house-color-poster.jpg',
+      '/landing/logos/exp-realty.svg',
+    ])
+
+    const controls = nextButton.parentElement as HTMLElement
+    expect(controls.className).toContain('justify-end')
+    expect(controls.className).toContain('xl:pr-24')
+    expect(controls.nextElementSibling).toBe(carouselRail)
+    const disabledPrevious = host.querySelector(
+      '[aria-label="Previous customer story"]'
+    ) as HTMLButtonElement
+    expect(disabledPrevious.disabled).toBe(true)
+    expect(nextButton.disabled).toBe(false)
+    expect(carouselRail.className).toContain('xl:pr-24')
+    expect(carouselRail.className).not.toContain('xl:pl-24')
+
+    expect(rivian.querySelector('article')?.getAttribute('aria-hidden')).toBe('false')
+    expect(rivian.getAttribute('aria-current')).toBe('true')
+    expect(rivian.className).toContain('translate-x-0')
+    expect(expRealty.getAttribute('aria-current')).toBeNull()
+    expect(expRealty.className).toContain('translate-x-[calc(100%_+_1.5rem)]')
+    expect(expRealty.className).toContain('opacity-75')
+    expect(expRealtyContent.className).toContain('translate-y-2')
+    expect(expRealtyContent.className).toContain('opacity-40')
+    expect(
+      [...host.querySelectorAll('[data-testid="customer-tooltip"]')].map((node) => node.textContent)
+    ).toEqual(['View eXp Realty customer story'])
+
+    act(() => {
+      nextButton.click()
+    })
+
+    expect(rivian.getAttribute('aria-current')).toBeNull()
+    expect(rivian.querySelector('article')?.getAttribute('aria-hidden')).toBe('true')
+    expect(rivian.className).toContain('-translate-x-[calc(100%_+_1.5rem)]')
+    expect(expRealty.getAttribute('aria-current')).toBe('true')
+    expect(vi.mocked(video.play).mock.contexts).toContain(expVideo)
+    expect(expRealty.querySelector('article')?.getAttribute('aria-hidden')).toBe('false')
+    expect(expRealty.className).toContain('translate-x-0')
+    expect(expRealty.className).toContain('opacity-100')
+    expect(expRealtyContent.className).toContain('translate-y-0')
+    expect(expRealtyContent.className).toContain('opacity-100')
+    expect(carouselRail.className).toContain('xl:translate-x-24')
+    expect(carouselRail.className).toContain('xl:pr-24')
+    const previousButton = host.querySelector(
+      '[aria-label="View Rivian customer story"]'
+    ) as HTMLButtonElement
+    expect(previousButton.disabled).toBe(false)
+    const disabledNext = host.querySelector(
+      '[aria-label="Next customer story"]'
+    ) as HTMLButtonElement
+    expect(disabledNext.disabled).toBe(true)
+    expect(expRealty.querySelector('img[alt="eXp Realty"]')).not.toBeNull()
+    expect(host.querySelector('video')).toBe(video)
+    expect(video.currentTime).toBe(12)
+    expect(
+      vi.mocked(video.pause).mock.contexts.filter((context) => context === video)
+    ).toHaveLength(1)
+    expect(
+      [...expRealty.querySelectorAll('img')].map((image) => image.getAttribute('src'))
+    ).toEqual([
+      '/landing/customer-stories/exp-house-color-poster.jpg',
+      '/landing/logos/exp-realty.svg',
+    ])
+    expect(
+      [...host.querySelectorAll('[data-testid="customer-tooltip"]')].map((node) => node.textContent)
+    ).toEqual(['View Rivian customer story'])
+
+    act(() => {
+      previousButton.click()
+    })
+
+    expect(rivian.getAttribute('aria-current')).toBe('true')
+    expect(expRealty.getAttribute('aria-current')).toBeNull()
+    expect(rivian.querySelector('video')).toBe(video)
+    expect(video.currentTime).toBe(12)
+    expect(vi.mocked(video.play).mock.contexts.filter((context) => context === video)).toHaveLength(
+      2
+    )
+
+    act(() => {
+      root.unmount()
+    })
+  })
+
+  it('keeps video paused with reduced motion and responds to preference changes', () => {
+    motionPreference.reduced = true
+    ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+    const host = document.createElement('div')
+    document.body.appendChild(host)
+    const root = createRoot(host)
+
+    act(() => root.render(<FeaturedCustomer />))
+    const video = host.querySelector('video') as HTMLVideoElement
+    expect(video.play).not.toHaveBeenCalled()
+    expect(
+      vi.mocked(video.pause).mock.contexts.filter((context) => context === video)
+    ).toHaveLength(1)
+
+    motionPreference.reduced = false
+    act(() => root.render(<FeaturedCustomer />))
+    expect(video.play).toHaveBeenCalledOnce()
+
+    motionPreference.reduced = true
+    act(() => root.render(<FeaturedCustomer />))
+    expect(
+      vi.mocked(video.pause).mock.contexts.filter((context) => context === video)
+    ).toHaveLength(2)
+
+    act(() => root.unmount())
+  })
+
+  it('emphasizes and selects the neighboring customer story', () => {
+    ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+    const host = document.createElement('div')
+    document.body.appendChild(host)
+    const root = createRoot(host)
+
+    act(() => {
+      root.render(<FeaturedCustomer />)
+    })
+
+    const expRealty = host.querySelector('[aria-label="2 of 2: eXp Realty"]') as HTMLElement
+    const expRealtyContent = expRealty.querySelector(
+      '[data-customer-story-content="true"]'
+    ) as HTMLElement
+    const previewButton = host.querySelector(
+      '[aria-label="Open eXp Realty customer story"]'
+    ) as HTMLButtonElement
+
+    act(() => {
+      previewButton.dispatchEvent(new MouseEvent('mouseover', { bubbles: true }))
+    })
+
+    expect(expRealty.className).toContain('opacity-100')
+    expect(expRealtyContent.className).toContain('opacity-100')
+    expect(expRealtyContent.className).toContain('translate-y-0')
+
+    act(() => {
+      previewButton.click()
+    })
+
+    expect(expRealty.getAttribute('aria-current')).toBe('true')
+    expect(expRealty.className).toContain('translate-x-0')
+    expect(host.querySelector('[aria-label="Open Rivian customer story"]')).not.toBeNull()
+
+    act(() => {
+      root.unmount()
+    })
+  })
+
+  it('advances after a sustained hover and exposes the progress ring', () => {
+    vi.useFakeTimers()
+    ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+    const host = document.createElement('div')
+    document.body.appendChild(host)
+    const root = createRoot(host)
+
+    act(() => {
+      root.render(<FeaturedCustomer />)
+    })
+
+    const nextButton = host.querySelector(
+      '[aria-label="View eXp Realty customer story"]'
+    ) as HTMLButtonElement
+    const progressRing = nextButton.querySelector(
+      '[data-customer-progress-ring="true"]'
+    ) as SVGCircleElement
+    const progressTrack = nextButton.querySelector(
+      '[data-customer-progress-track="true"]'
+    ) as SVGCircleElement
+
+    expect(nextButton.className).toContain('border-0')
+    expect(progressTrack.getAttribute('r')).toBe('19')
+    expect(progressTrack.getAttribute('stroke-width')).toBe('2')
+    expect(progressRing.getAttribute('r')).toBe('19')
+    expect(progressRing.getAttribute('stroke-width')).toBe('2')
+    expect(progressRing.className.baseVal).toContain('transition-[stroke-dashoffset]')
+
+    act(() => {
+      nextButton.dispatchEvent(new MouseEvent('mouseover', { bubbles: true }))
+      vi.advanceTimersByTime(500)
+      nextButton.dispatchEvent(
+        new MouseEvent('mouseout', { bubbles: true, relatedTarget: document.body })
+      )
+      vi.advanceTimersByTime(500)
+    })
+
+    expect(host.querySelector('[aria-label="View eXp Realty customer story"]')).not.toBeNull()
+    expect(progressRing.className.baseVal).toContain('opacity-0')
+    expect(progressRing.className.baseVal).toContain('[stroke-dashoffset:100]')
+
+    act(() => {
+      nextButton.dispatchEvent(new MouseEvent('mouseover', { bubbles: true }))
+    })
+
+    expect(progressRing.className.baseVal).toContain('opacity-100')
+    expect(progressRing.className.baseVal).toContain('[stroke-dashoffset:0]')
+
+    act(() => {
+      vi.advanceTimersByTime(1000)
+    })
+
+    expect(host.querySelector('[aria-label="View Rivian customer story"]')).not.toBeNull()
+    expect(
+      [...host.querySelectorAll('[data-testid="customer-tooltip"]')].map((node) => node.textContent)
+    ).toEqual(['View Rivian customer story'])
+
+    act(() => {
+      root.unmount()
+    })
+  })
+})
diff --git a/apps/sim/app/(landing)/components/featured-customer/featured-customer.tsx b/apps/sim/app/(landing)/components/featured-customer/featured-customer.tsx
new file mode 100644
index 00000000000..391fca73637
--- /dev/null
+++ b/apps/sim/app/(landing)/components/featured-customer/featured-customer.tsx
@@ -0,0 +1,158 @@
+'use client'
+
+import { useState } from 'react'
+import { cn } from '@sim/emcn'
+import {
+  FeaturedCustomerCard,
+  type FeaturedCustomerStory,
+} from '@/app/(landing)/components/featured-customer/featured-customer-card'
+import { FeaturedCustomerNavigationButton } from '@/app/(landing)/components/featured-customer/featured-customer-navigation-button'
+import {
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+  LANDING_STAGE_RADIUS,
+} from '@/app/(landing)/components/landing-layout'
+
+const CUSTOMER_STORIES: FeaturedCustomerStory[] = [
+  {
+    id: 'rivian',
+    company: 'Rivian',
+    caption: 'Connect systems and build, deploy, and manage AI agents with Sim.',
+    media: {
+      kind: 'video',
+      poster: '/landing/customer-stories/rivian-r2-poster.jpg',
+      src: '/landing/customer-stories/rivian-r2-loop.mp4',
+      alt: 'Rivian R2 driving along a forest road',
+    },
+    logo: {
+      src: '/landing/logos/rivian-vw.svg',
+      alt: 'Rivian | Volkswagen Group Technologies',
+      aspect: 10.72,
+      height: 20,
+    },
+  },
+  {
+    id: 'exp-realty',
+    company: 'eXp Realty',
+    caption: 'Bring teams, shared knowledge, and AI agents into one workspace with Sim.',
+    media: {
+      kind: 'video',
+      poster: '/landing/customer-stories/exp-house-color-poster.jpg',
+      src: '/landing/customer-stories/exp-house-color-loop.mp4',
+      alt: 'An eXp Realty sign and the exterior of a modern home',
+    },
+    logo: { src: '/landing/logos/exp-realty.svg', alt: 'eXp Realty', aspect: 1.84, height: 32 },
+  },
+]
+
+/**
+ * Customer-story carousel with one full-emphasis card and a reduced-scale
+ * adjacent preview. Only the active film card plays video; an inactive film
+ * holds its current frame, and a brand card uses its own wordmark. A previous/next pair on the page
+ * ground above the film, fixed flush with the first card's right edge, moves
+ * between stories, with the arrow that has nowhere to go disabled.
+ */
+export function FeaturedCustomer() {
+  const [activeIndex, setActiveIndex] = useState(0)
+  const [previewedIndex, setPreviewedIndex] = useState<number | null>(null)
+  const activeStory = CUSTOMER_STORIES[activeIndex]
+  const previousStory = activeIndex > 0 ? CUSTOMER_STORIES[activeIndex - 1] : null
+  const nextStory =
+    activeIndex < CUSTOMER_STORIES.length - 1 ? CUSTOMER_STORIES[activeIndex + 1] : null
+
+  return (
+    <section
+      id='featured-customer'
+      aria-label='Featured customer stories'
+      aria-roledescription='carousel'
+      className='w-full overflow-hidden'
+    >
+      <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+        <div className='mb-4 flex items-center justify-end gap-2 xl:pr-24'>
+          <FeaturedCustomerNavigationButton
+            direction='previous'
+            label={
+              previousStory
+                ? `View ${previousStory.company} customer story`
+                : 'Previous customer story'
+            }
+            disabled={!previousStory}
+            onSelect={() => setActiveIndex(activeIndex - 1)}
+          />
+          <FeaturedCustomerNavigationButton
+            direction='next'
+            label={nextStory ? `View ${nextStory.company} customer story` : 'Next customer story'}
+            disabled={!nextStory}
+            onSelect={() => setActiveIndex(activeIndex + 1)}
+          />
+        </div>
+
+        <div
+          data-customer-carousel-rail='true'
+          className={cn(
+            'transition-[translate] duration-600 ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none xl:pr-24',
+            activeIndex > 0 && 'xl:translate-x-24'
+          )}
+        >
+          <div className='relative isolate aspect-[2/1] w-full max-sm:aspect-[4/5]'>
+            {CUSTOMER_STORIES.map((story, index) => {
+              const isActive = index === activeIndex
+              const isNext = index > activeIndex
+              const isPreviewed = previewedIndex === index
+
+              return (
+                <div
+                  key={story.id}
+                  role='group'
+                  aria-roledescription='slide'
+                  aria-label={`${index + 1} of ${CUSTOMER_STORIES.length}: ${story.company}`}
+                  aria-current={isActive ? 'true' : undefined}
+                  onMouseEnter={() => !isActive && setPreviewedIndex(index)}
+                  onMouseLeave={() => setPreviewedIndex(null)}
+                  onFocus={() => !isActive && setPreviewedIndex(index)}
+                  onBlur={() => setPreviewedIndex(null)}
+                  className={cn(
+                    'absolute inset-0 transition-[translate,scale,opacity] duration-600 ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
+                    index === 0 ? 'origin-right' : 'origin-left',
+                    isActive && 'z-10 translate-x-0 scale-100 opacity-100',
+                    !isActive &&
+                      isNext &&
+                      'z-20 translate-x-[calc(100%_+_1.5rem)] scale-[0.92] max-sm:translate-x-[calc(100%_+_0.75rem)] max-sm:scale-[0.96]',
+                    !isActive &&
+                      !isNext &&
+                      '-translate-x-[calc(100%_+_1.5rem)] max-sm:-translate-x-[calc(100%_+_0.75rem)] z-20 scale-[0.92] max-sm:scale-[0.96]',
+                    !isActive && (isPreviewed ? 'opacity-100' : 'opacity-75')
+                  )}
+                >
+                  <FeaturedCustomerCard
+                    story={story}
+                    active={isActive}
+                    emphasized={isActive || isPreviewed}
+                  />
+                  {!isActive && (
+                    <button
+                      type='button'
+                      aria-label={`Open ${story.company} customer story`}
+                      onClick={() => {
+                        setPreviewedIndex(null)
+                        setActiveIndex(index)
+                      }}
+                      className={cn(
+                        'focus-visible:-outline-offset-4 absolute inset-0 z-30 cursor-pointer bg-transparent focus-visible:outline focus-visible:outline-2 focus-visible:outline-white/80',
+                        LANDING_STAGE_RADIUS
+                      )}
+                    />
+                  )}
+                </div>
+              )
+            })}
+
+            <span className='sr-only' aria-live='polite'>
+              {activeStory.company} customer story selected
+            </span>
+          </div>
+        </div>
+      </div>
+    </section>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/featured-customer/index.ts b/apps/sim/app/(landing)/components/featured-customer/index.ts
new file mode 100644
index 00000000000..48a3444e25f
--- /dev/null
+++ b/apps/sim/app/(landing)/components/featured-customer/index.ts
@@ -0,0 +1 @@
+export { FeaturedCustomer } from './featured-customer'
diff --git a/apps/sim/app/(landing)/components/features/components/build-callout/build-callout.tsx b/apps/sim/app/(landing)/components/features/components/build-callout/build-callout.tsx
deleted file mode 100644
index fe82b933240..00000000000
--- a/apps/sim/app/(landing)/components/features/components/build-callout/build-callout.tsx
+++ /dev/null
@@ -1,20 +0,0 @@
-import { ThinkingLoader } from '@/components/ui'
-import { WorkflowShowcase } from '@/app/(landing)/components/features/components/build-callout/components/workflow-showcase'
-
-/**
- * The Build beat's callout - the finished workflow canvas centered on the
- * card's solid grey stage, with the goo cycle loader phasing through its
- * world-state phrases in the bottom-left corner. The Mothership chat loop
- * (`components/build-chat-animation`) is parked here unwired, kept for reuse
- * on another surface.
- */
-export function BuildCallout() {
-  return (
-    <div aria-hidden='true' className='pointer-events-none absolute inset-0'>
-      <WorkflowShowcase />
-      <div className='absolute bottom-8 left-8 max-sm:bottom-4 max-sm:left-4'>
-        <ThinkingLoader size={22} phase className='text-[var(--text-body)]' />
-      </div>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/features/components/build-callout/components/build-chat-animation/build-chat-animation.tsx b/apps/sim/app/(landing)/components/features/components/build-callout/components/build-chat-animation/build-chat-animation.tsx
deleted file mode 100644
index d17b94f807f..00000000000
--- a/apps/sim/app/(landing)/components/features/components/build-callout/components/build-chat-animation/build-chat-animation.tsx
+++ /dev/null
@@ -1,360 +0,0 @@
-'use client'
-
-import { useEffect, useRef, useState } from 'react'
-import { cn } from '@sim/emcn'
-import { ArrowUp, Blimp, Mic, Paperclip, Plus, Slash } from '@sim/emcn/icons'
-import { ThinkingLoader } from '@/components/ui'
-
-const PROMPT = 'Build a workflow to schedule and publish posts to my X account.'
-const REPLY =
-  'On it. Building a workflow with a schedule trigger, a drafting agent, and an X publish step.'
-const REPLY_WORDS = REPLY.split(' ')
-
-const TYPE_START_MS = 900
-const TYPE_CHAR_MS = 40
-const SEND_MS = 3800
-const THINKING_DONE_MS = 6000
-const REPLY_START_DELAY_MS = 420
-const REPLY_WORD_MS = 95
-const MERGE_MS = 9000
-const LOOP_MS = 10400
-
-/** Resting gap between the chat surface and the composer once the split settles. */
-const SPLIT_GAP_PX = 10
-/** Goo blur decay window — the liquid neck between the boxes thins and snaps over this span. */
-const GOO_DECAY_MS = 850
-/** Peak feGaussianBlur stdDeviation at the send beat. */
-const GOO_MAX_BLUR = 16
-/** Blur decay tick; stepped so the blur eases out on a (1-t)^2 curve. */
-const GOO_STEP_MS = 40
-
-/**
- * Chat-surface transition set while opening: geometry travels with the goo
- * split (500ms), the surface itself fades in fast (250ms), and the hairline
- * ring + elevation crisp in only after the liquid split settles (300ms fade,
- * 550ms delay).
- */
-const CHAT_SURFACE_TRANSITION_OPEN =
-  '[transition:height_500ms_ease-out,transform_500ms_ease-out,margin-bottom_500ms_ease-out,opacity_250ms_ease-out,box-shadow_300ms_ease-out_550ms]'
-
-/**
- * Chat-surface transition set while merging back: same geometry travel, but
- * the ring + elevation drop immediately and the surface fades out fast so the
- * goo ghost carries the collapse into the composer.
- */
-const CHAT_SURFACE_TRANSITION_MERGE =
-  '[transition:height_500ms_ease-out,transform_500ms_ease-out,margin-bottom_500ms_ease-out,opacity_250ms_ease-out,box-shadow_200ms_ease-out]'
-
-type BuildChatPhase =
-  | 'idle'
-  | 'typing'
-  | 'thinking'
-  | 'replyPreparing'
-  | 'replying'
-  | 'complete'
-  | 'merging'
-
-/**
- * Decorative Build-card Mothership loop. It mirrors the studio choreography
- * with local timers and CSS transitions so the landing page avoids motion
- * dependencies while preserving the product-window feel.
- *
- * The composer is a permanent fixture; the send beat gooey-morphs the chat
- * surface out of it, and the loop's final beat gooey-merges it back down in.
- * An SVG goo filter (state-driven blur → alpha-contrast matrix → atop
- * composite) is applied to an aria-hidden ghost layer of two solid white
- * rects mirroring the real boxes (both measured with a ResizeObserver) —
- * never to the real UI, which stays crisp above it. The filtered silhouette
- * renders a liquid meniscus that necks and snaps as the boxes separate (and
- * re-welds as they merge); each morph's blur decays on a (1-t)^2 curve over
- * 850ms. The chat surface's ring + shadow crisp in only after the split and
- * drop instantly at the merge, so the ghost carries the collapse.
- */
-export function BuildChatAnimation() {
-  const [phase, setPhase] = useState<BuildChatPhase>('idle')
-  const [typedChars, setTypedChars] = useState(0)
-  const [revealedWords, setRevealedWords] = useState(0)
-  const [reducedMotion, setReducedMotion] = useState(false)
-  const [morphing, setMorphing] = useState(false)
-  const [gooBlur, setGooBlur] = useState(0)
-  const [chatContentH, setChatContentH] = useState(0)
-  const [composerH, setComposerH] = useState(94)
-  const chatContentRef = useRef<HTMLDivElement>(null)
-  const composerRef = useRef<HTMLDivElement>(null)
-
-  useEffect(() => {
-    const content = chatContentRef.current
-    const composer = composerRef.current
-    if (!content || !composer) return
-    const measure = () => {
-      setChatContentH(content.offsetHeight)
-      setComposerH(composer.offsetHeight)
-    }
-    measure()
-    const observer = new ResizeObserver(measure)
-    observer.observe(content)
-    observer.observe(composer)
-    return () => observer.disconnect()
-  }, [])
-
-  useEffect(() => {
-    if (!morphing) return
-    let progress = 0
-    const interval = setInterval(() => {
-      progress += GOO_STEP_MS / GOO_DECAY_MS
-      if (progress >= 1) {
-        setGooBlur(0)
-        setMorphing(false)
-        clearInterval(interval)
-        return
-      }
-      setGooBlur(GOO_MAX_BLUR * (1 - progress) ** 2)
-    }, GOO_STEP_MS)
-    return () => clearInterval(interval)
-  }, [morphing])
-
-  useEffect(() => {
-    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
-    const timeouts: ReturnType<typeof setTimeout>[] = []
-    const intervals: ReturnType<typeof setInterval>[] = []
-
-    const clearScheduled = () => {
-      for (const timeout of timeouts) clearTimeout(timeout)
-      for (const interval of intervals) clearInterval(interval)
-      timeouts.length = 0
-      intervals.length = 0
-    }
-
-    const showFinished = () => {
-      setReducedMotion(true)
-      setPhase('complete')
-      setTypedChars(0)
-      setRevealedWords(REPLY_WORDS.length)
-      setMorphing(false)
-      setGooBlur(0)
-    }
-
-    const startTyping = () => {
-      setPhase('typing')
-      const startedAt = performance.now()
-      const interval = setInterval(() => {
-        const elapsed = performance.now() - startedAt
-        const nextChars = Math.min(Math.floor(elapsed / TYPE_CHAR_MS) + 1, PROMPT.length)
-        setTypedChars(nextChars)
-        if (nextChars >= PROMPT.length) clearInterval(interval)
-      }, TYPE_CHAR_MS)
-      intervals.push(interval)
-    }
-
-    const startReply = () => {
-      setPhase('replying')
-      const startedAt = performance.now()
-      const interval = setInterval(() => {
-        const elapsed = performance.now() - startedAt
-        const nextWords = Math.min(Math.floor(elapsed / REPLY_WORD_MS) + 1, REPLY_WORDS.length)
-        setRevealedWords(nextWords)
-        if (nextWords >= REPLY_WORDS.length) {
-          clearInterval(interval)
-          setPhase('complete')
-        }
-      }, REPLY_WORD_MS)
-      intervals.push(interval)
-    }
-
-    const runLoop = () => {
-      clearScheduled()
-      setReducedMotion(false)
-      setPhase('idle')
-      setTypedChars(0)
-      setRevealedWords(0)
-      setMorphing(false)
-      setGooBlur(0)
-
-      timeouts.push(setTimeout(startTyping, TYPE_START_MS))
-      timeouts.push(
-        setTimeout(() => {
-          setPhase('thinking')
-          setTypedChars(0)
-          setMorphing(true)
-          setGooBlur(GOO_MAX_BLUR)
-        }, SEND_MS)
-      )
-      timeouts.push(setTimeout(() => setPhase('replyPreparing'), THINKING_DONE_MS))
-      timeouts.push(setTimeout(startReply, THINKING_DONE_MS + REPLY_START_DELAY_MS))
-      timeouts.push(
-        setTimeout(() => {
-          setPhase('merging')
-          setMorphing(true)
-          setGooBlur(GOO_MAX_BLUR)
-        }, MERGE_MS)
-      )
-      timeouts.push(setTimeout(runLoop, LOOP_MS))
-    }
-
-    const syncMotionPreference = () => {
-      clearScheduled()
-      if (media.matches) {
-        showFinished()
-        return
-      }
-      runLoop()
-    }
-
-    syncMotionPreference()
-    media.addEventListener('change', syncMotionPreference)
-    return () => {
-      media.removeEventListener('change', syncMotionPreference)
-      clearScheduled()
-    }
-  }, [])
-
-  const composerText = phase === 'typing' ? PROMPT.slice(0, typedChars) : ''
-  const chatOpen = reducedMotion || !['idle', 'typing', 'merging'].includes(phase)
-  const thinkingPhraseVisible = phase === 'thinking'
-  const replyVisible =
-    reducedMotion || phase === 'replyPreparing' || phase === 'replying' || phase === 'complete'
-  const replyComplete = reducedMotion || phase === 'complete'
-  const replyText = REPLY_WORDS.slice(0, reducedMotion ? REPLY_WORDS.length : revealedWords).join(
-    ' '
-  )
-
-  return (
-    <div className='absolute inset-0 flex items-end justify-start p-10 max-sm:px-3 max-sm:py-0 max-lg:items-center max-lg:justify-center max-lg:px-8 max-lg:py-8'>
-      <svg width='0' height='0' aria-hidden='true' className='absolute'>
-        <defs>
-          <filter id='build-callout-goo'>
-            <feGaussianBlur in='SourceGraphic' stdDeviation={gooBlur} result='blur' />
-            <feColorMatrix
-              in='blur'
-              type='matrix'
-              values='1 0 0 0 0  0 1 0 0 0  0 0 1 0 0  0 0 0 19 -8'
-              result='goo'
-            />
-            <feComposite in='SourceGraphic' in2='goo' operator='atop' />
-          </filter>
-        </defs>
-      </svg>
-
-      <div className='relative h-[310px] w-full max-w-[560px] max-sm:h-[270px] max-sm:max-w-[430px]'>
-        {!reducedMotion && (
-          <div
-            aria-hidden='true'
-            className='pointer-events-none absolute inset-0 z-0 flex flex-col justify-end [filter:url(#build-callout-goo)_drop-shadow(0_1px_3px_rgba(28,40,64,0.10))]'
-          >
-            <div
-              className={cn(
-                'w-full rounded-2xl bg-[var(--white)] transition-[height,transform,margin-bottom] duration-500 ease-out motion-reduce:transition-none',
-                chatOpen ? 'translate-y-0' : 'translate-y-5'
-              )}
-              style={{
-                height: chatOpen ? chatContentH : 0,
-                marginBottom: chatOpen ? SPLIT_GAP_PX : 0,
-              }}
-            />
-            <div className='w-full rounded-2xl bg-[var(--white)]' style={{ height: composerH }} />
-          </div>
-        )}
-
-        <div className='relative z-10 flex h-full flex-col justify-end'>
-          <section
-            className={cn(
-              'w-full overflow-hidden rounded-2xl bg-[var(--white)]',
-              !reducedMotion &&
-                (chatOpen ? CHAT_SURFACE_TRANSITION_OPEN : CHAT_SURFACE_TRANSITION_MERGE),
-              chatOpen
-                ? 'translate-y-0 opacity-100 shadow-[0_24px_80px_color-mix(in_srgb,var(--text-primary)_14%,transparent),0_0_0_1px_var(--border-1)]'
-                : 'translate-y-5 opacity-0 shadow-[0_24px_80px_transparent,0_0_0_1px_transparent]'
-            )}
-            style={{
-              height: chatOpen ? chatContentH : 0,
-              marginBottom: chatOpen ? SPLIT_GAP_PX : 0,
-            }}
-          >
-            <div ref={chatContentRef} className='flex flex-col gap-4 p-4 max-sm:gap-2.5 max-sm:p-3'>
-              <div className='ml-auto max-w-[78%] rounded-lg bg-[var(--surface-5)] px-3 py-2 text-[15px] text-[var(--text-primary)] leading-[1.45] max-sm:max-w-[86%] max-sm:text-[12px] max-sm:leading-[1.35]'>
-                {PROMPT}
-              </div>
-
-              <div className='relative min-h-[34px]'>
-                <div
-                  className={cn(
-                    'absolute inset-0 flex items-center transition-opacity duration-300 ease-out motion-reduce:transition-none',
-                    thinkingPhraseVisible ? 'opacity-100' : 'opacity-0'
-                  )}
-                >
-                  <ThinkingLoader
-                    size={20}
-                    startVariant='corners'
-                    phase
-                    labelRatio={0.66}
-                    className='text-[var(--text-body)]'
-                  />
-                </div>
-
-                <div
-                  className={cn(
-                    'flex items-start gap-2.5 text-[15px] text-[var(--text-primary)] leading-[1.5] transition-opacity duration-300 ease-out motion-reduce:transition-none max-sm:text-[12px] max-sm:leading-[1.4]',
-                    replyVisible ? 'opacity-100' : 'opacity-0'
-                  )}
-                >
-                  <span className='relative mt-0.5 size-[20px] shrink-0'>
-                    <span
-                      className={cn(
-                        'absolute inset-0 flex items-center justify-center transition-opacity duration-200 ease-out motion-reduce:transition-none',
-                        replyComplete ? 'opacity-0' : 'opacity-100'
-                      )}
-                    >
-                      <ThinkingLoader size={20} startVariant='corners' />
-                    </span>
-                    <span
-                      className={cn(
-                        'absolute inset-0 flex items-center justify-center transition-opacity duration-200 ease-out motion-reduce:transition-none',
-                        replyComplete ? 'opacity-100' : 'opacity-0'
-                      )}
-                    >
-                      <Blimp className='size-[18px] text-[var(--text-icon)]' />
-                    </span>
-                  </span>
-                  <p className='flex-1'>{replyText}</p>
-                </div>
-              </div>
-            </div>
-          </section>
-
-          <div
-            ref={composerRef}
-            className='h-[94px] w-full rounded-2xl border border-[var(--border-1)] bg-[var(--white)] px-2.5 py-2 shadow-[0_18px_60px_color-mix(in_srgb,var(--text-primary)_12%,transparent)]'
-          >
-            <p
-              className={cn(
-                'min-h-[42px] px-1.5 pt-1 text-[15px] leading-[1.35] max-sm:text-[13px]',
-                composerText ? 'text-[var(--text-primary)]' : 'text-[var(--text-muted)]'
-              )}
-            >
-              {composerText || 'Send message to Sim'}
-            </p>
-            <div className='flex items-center gap-1.5'>
-              <span className='flex size-[28px] items-center justify-center rounded-full'>
-                <Plus className='size-[16px] text-[var(--text-icon)]' />
-              </span>
-              <span className='flex size-[28px] items-center justify-center rounded-full'>
-                <Paperclip className='size-[16px] text-[var(--text-icon)]' />
-              </span>
-              <span className='flex size-[28px] items-center justify-center rounded-full'>
-                <Slash className='size-[16px] text-[var(--text-icon)]' />
-              </span>
-              <span className='ml-auto flex items-center gap-1.5'>
-                <span className='flex size-[28px] items-center justify-center rounded-full'>
-                  <Mic className='size-[16px] text-[var(--text-icon)]' />
-                </span>
-                <span className='flex size-[28px] items-center justify-center rounded-full bg-[#808080]'>
-                  <ArrowUp className='size-[16px] text-[var(--surface-1)]' />
-                </span>
-              </span>
-            </div>
-          </div>
-        </div>
-      </div>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/features/components/build-callout/components/build-chat-animation/index.ts b/apps/sim/app/(landing)/components/features/components/build-callout/components/build-chat-animation/index.ts
deleted file mode 100644
index cb36e136dec..00000000000
--- a/apps/sim/app/(landing)/components/features/components/build-callout/components/build-chat-animation/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { BuildChatAnimation } from './build-chat-animation'
diff --git a/apps/sim/app/(landing)/components/features/components/build-callout/components/workflow-showcase/index.ts b/apps/sim/app/(landing)/components/features/components/build-callout/components/workflow-showcase/index.ts
deleted file mode 100644
index c6daec7509e..00000000000
--- a/apps/sim/app/(landing)/components/features/components/build-callout/components/workflow-showcase/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { WorkflowShowcase } from './workflow-showcase'
diff --git a/apps/sim/app/(landing)/components/features/components/build-callout/components/workflow-showcase/showcase-data.ts b/apps/sim/app/(landing)/components/features/components/build-callout/components/workflow-showcase/showcase-data.ts
deleted file mode 100644
index 06824548b6a..00000000000
--- a/apps/sim/app/(landing)/components/features/components/build-callout/components/workflow-showcase/showcase-data.ts
+++ /dev/null
@@ -1,132 +0,0 @@
-import { Table as TableIcon } from '@sim/emcn/icons'
-import { AgentIcon, AnthropicIcon, GmailIcon, LinearIcon, SlackIcon } from '@/components/icons'
-import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
-
-/**
- * Design-space geometry for the Build card's workflow showcase - a
- * support-triage pipeline flowing LEFT TO RIGHT: two triggers (a Gmail inbox
- * and a Slack channel) converge on a triage agent, which fans out to four
- * destinations - Linear, an eng escalation, a customer reply, and Tables.
- * Rows carry concrete values (not placeholders) so the canvas reads like a
- * configured workflow.
- *
- * Column geometry: three columns at x=0 / x=370 / x=740 on a 990-wide canvas.
- * The triggers straddle the agent's row; the four outputs stack down the
- * right column, spanning y=20-666 on a 686-tall canvas. The bounding box
- * exactly hugs the blocks, so the stage's flex-centering shows the whole
- * flow clean and uncut. Edges run from right handles to left handles at
- * `HANDLE_Y_OFFSET`, matching the real editor's horizontal layout.
- *
- * Icon tiles follow the platform rule: grey text-ramp tiles for first-party
- * blocks, brand colors only for REAL third-party marks, and white bordered
- * tiles for marks that carry their own colors.
- */
-export const SHOWCASE_BLOCKS: BlockDef[] = [
-  {
-    id: 'gmail-trigger',
-    name: 'New support email',
-    icon: GmailIcon,
-    bgColor: '#FFFFFF',
-    tileBorder: true,
-    isTrigger: true,
-    rows: [
-      { title: 'From', value: 'Customers' },
-      { title: 'Filter', value: 'Unread' },
-    ],
-    x: 0,
-    y: 150,
-  },
-  {
-    id: 'slack-trigger',
-    name: 'New #support post',
-    icon: SlackIcon,
-    bgColor: '#611F69',
-    isTrigger: true,
-    rows: [
-      { title: 'Channel', value: '#support' },
-      { title: 'Event', value: 'New message' },
-    ],
-    x: 0,
-    y: 424,
-  },
-  {
-    id: 'triage',
-    name: 'Triage request',
-    icon: AgentIcon,
-    bgColor: 'var(--text-primary)',
-    rows: [
-      { title: 'Model', value: 'Claude', valueIcon: AnthropicIcon },
-      { title: 'Knowledge', value: 'Help center' },
-      { title: 'Instructions', value: 'Triage + draft' },
-    ],
-    x: 370,
-    y: 277,
-  },
-  {
-    id: 'linear',
-    name: 'File bug',
-    icon: LinearIcon,
-    bgColor: '#FFFFFF',
-    tileBorder: true,
-    isTerminal: true,
-    rows: [
-      { title: 'Team', value: 'Platform' },
-      { title: 'Priority', value: 'From triage' },
-    ],
-    x: 740,
-    y: 20,
-  },
-  {
-    id: 'escalate',
-    name: 'Escalate to eng',
-    icon: SlackIcon,
-    bgColor: '#611F69',
-    isTerminal: true,
-    rows: [
-      { title: 'Channel', value: '#eng-oncall' },
-      { title: 'When', value: 'Urgent' },
-    ],
-    x: 740,
-    y: 200,
-  },
-  {
-    id: 'reply',
-    name: 'Send reply',
-    icon: GmailIcon,
-    bgColor: '#FFFFFF',
-    tileBorder: true,
-    isTerminal: true,
-    rows: [
-      { title: 'To', value: 'Customer' },
-      { title: 'Tone', value: 'Friendly' },
-    ],
-    x: 740,
-    y: 380,
-  },
-  {
-    id: 'tables',
-    name: 'Log ticket',
-    icon: TableIcon,
-    bgColor: 'var(--text-body)',
-    isTerminal: true,
-    rows: [
-      { title: 'Table', value: 'Tickets' },
-      { title: 'Operation', value: 'Insert' },
-    ],
-    x: 740,
-    y: 560,
-  },
-]
-
-/** Source → target pairs; every edge is drawn (the flow renders finished). */
-export const SHOWCASE_EDGES: ReadonlyArray<readonly [string, string]> = [
-  ['gmail-trigger', 'triage'],
-  ['slack-trigger', 'triage'],
-  ['triage', 'linear'],
-  ['triage', 'escalate'],
-  ['triage', 'reply'],
-  ['triage', 'tables'],
-]
-
-/** Design-space bounding box of the layout above. */
-export const SHOWCASE_CANVAS = { width: 990, height: 686 } as const
diff --git a/apps/sim/app/(landing)/components/features/components/build-callout/components/workflow-showcase/workflow-showcase.tsx b/apps/sim/app/(landing)/components/features/components/build-callout/components/workflow-showcase/workflow-showcase.tsx
deleted file mode 100644
index 7c6e239bb5d..00000000000
--- a/apps/sim/app/(landing)/components/features/components/build-callout/components/workflow-showcase/workflow-showcase.tsx
+++ /dev/null
@@ -1,73 +0,0 @@
-import {
-  SHOWCASE_BLOCKS,
-  SHOWCASE_CANVAS,
-  SHOWCASE_EDGES,
-} from '@/app/(landing)/components/features/components/build-callout/components/workflow-showcase/showcase-data'
-import { WorkflowBlock } from '@/app/(landing)/components/hero/components/hero-visual/workflow-block'
-import {
-  BLOCK_WIDTH,
-  HANDLE_Y_OFFSET,
-  smoothStep,
-} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
-
-/**
- * The Build card's centerpiece - the left-to-right support-triage pipeline
- * from {@link SHOWCASE_BLOCKS} / {@link SHOWCASE_EDGES} rendered raw on the
- * card's solid grey stage, every block on canvas and every edge drawn. Static
- * and server-rendered; blocks reuse the hero-visual's {@link WorkflowBlock}
- * (the horizontal-flow card with left/right handle nubs).
- *
- * The 990x686 design canvas renders at fixed per-breakpoint scales - 0.62
- * (1280+), 0.38 (below `xl`, where the side-by-side card leaves the
- * aspect-locked stage narrow), 0.45 (below `lg`, stacked full-width), 0.29
- * (below `sm`) - each chosen as the largest zoom that keeps the WHOLE flow
- * inside that tier's media stage, so the graph sits centered and uncut. Each
- * sizer tier is the canvas dimensions times that tier's scale.
- */
-export function WorkflowShowcase() {
-  const byId = new Map(SHOWCASE_BLOCKS.map((block) => [block.id, block]))
-  return (
-    <div className='absolute inset-0 flex items-center justify-center'>
-      <div className='relative h-[425px] w-[614px] shrink-0 max-sm:h-[199px] max-sm:w-[287px] max-lg:h-[309px] max-lg:w-[446px] max-xl:h-[261px] max-xl:w-[376px]'>
-        <div className='absolute top-0 left-0 h-[686px] w-[990px] origin-top-left [transform:scale(0.62)] max-sm:[transform:scale(0.29)] max-lg:[transform:scale(0.45)] max-xl:[transform:scale(0.38)]'>
-          <svg
-            className='absolute inset-0 overflow-visible'
-            width={SHOWCASE_CANVAS.width}
-            height={SHOWCASE_CANVAS.height}
-            viewBox={`0 0 ${SHOWCASE_CANVAS.width} ${SHOWCASE_CANVAS.height}`}
-            fill='none'
-          >
-            {SHOWCASE_EDGES.map(([from, to]) => {
-              const source = byId.get(from)
-              const target = byId.get(to)
-              if (!source || !target) return null
-              return (
-                <path
-                  key={`${from}-${to}`}
-                  d={smoothStep(
-                    source.x + BLOCK_WIDTH,
-                    source.y + HANDLE_Y_OFFSET,
-                    target.x,
-                    target.y + HANDLE_Y_OFFSET
-                  )}
-                  stroke='var(--workflow-edge)'
-                  strokeWidth={2}
-                  strokeLinecap='round'
-                />
-              )
-            })}
-          </svg>
-          {SHOWCASE_BLOCKS.map((block) => (
-            <div
-              key={block.id}
-              className='absolute'
-              style={{ left: block.x, top: block.y, width: BLOCK_WIDTH }}
-            >
-              <WorkflowBlock block={block} />
-            </div>
-          ))}
-        </div>
-      </div>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/features/components/build-callout/index.ts b/apps/sim/app/(landing)/components/features/components/build-callout/index.ts
deleted file mode 100644
index 44cc8ab0e45..00000000000
--- a/apps/sim/app/(landing)/components/features/components/build-callout/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { BuildCallout } from './build-callout'
diff --git a/apps/sim/app/(landing)/components/features/components/callout-frame/callout-frame.tsx b/apps/sim/app/(landing)/components/features/components/callout-frame/callout-frame.tsx
deleted file mode 100644
index 4ff2f12956f..00000000000
--- a/apps/sim/app/(landing)/components/features/components/callout-frame/callout-frame.tsx
+++ /dev/null
@@ -1,37 +0,0 @@
-import type { ReactNode } from 'react'
-import { cn } from '@sim/emcn'
-
-const CALLOUT_FADE =
-  '[-webkit-mask-image:linear-gradient(to_bottom,#000_72%,transparent)] [mask-image:linear-gradient(to_bottom,#000_72%,transparent)]'
-
-interface CalloutFrameProps {
-  /** Width/layout for the panel (e.g. `w-[340px]`). */
-  className?: string
-  /** Sizing for the inner body (e.g. `h-[300px]`). */
-  bodyClassName?: string
-  /** Dissolve the body's lower edge so the surface reads as continuing below. */
-  fade?: boolean
-  children: ReactNode
-}
-
-/**
- * The shared chrome for a callout: an elevated panel that lifts a real Sim UI
- * surface off the backdrop, wearing the hero platform window's exact chrome -
- * 10px radius, `--surface-1` fill, and the hairline-ring + layered soft shadow
- * - so every floating window on the page reads as one family. Optionally fades
- * its body's foot so a long surface dissolves rather than ends on a hard edge.
- */
-export function CalloutFrame({ className, bodyClassName, fade, children }: CalloutFrameProps) {
-  return (
-    <div
-      className={cn(
-        'overflow-hidden rounded-[10px] bg-[var(--surface-1)] shadow-[0_0_0_1px_rgba(0,0,0,0.08),0_2px_6px_0_rgba(0,0,0,0.05),0_4px_42px_0_rgba(0,0,0,0.06)]',
-        className
-      )}
-    >
-      <div className={cn('relative overflow-hidden', fade && CALLOUT_FADE, bodyClassName)}>
-        {children}
-      </div>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/features/components/callout-frame/index.ts b/apps/sim/app/(landing)/components/features/components/callout-frame/index.ts
deleted file mode 100644
index a4d7e1dc37f..00000000000
--- a/apps/sim/app/(landing)/components/features/components/callout-frame/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { CalloutFrame } from './callout-frame'
diff --git a/apps/sim/app/(landing)/components/features/components/captured-platform-surface.tsx b/apps/sim/app/(landing)/components/features/components/captured-platform-surface.tsx
deleted file mode 100644
index 768a2479bac..00000000000
--- a/apps/sim/app/(landing)/components/features/components/captured-platform-surface.tsx
+++ /dev/null
@@ -1,49 +0,0 @@
-'use client'
-
-import Image from 'next/image'
-import { PLATFORM_LOOP_DESIGN } from '@/app/(landing)/components/shared/platform-loop-constants'
-import { ResponsiveDesignStage } from '@/app/(landing)/components/shared/responsive-design-stage'
-import {
-  PREVIEW_SIDEBAR_CHATS,
-  PREVIEW_SIDEBAR_WORKFLOWS,
-} from '@/app/(landing)/components/shared/sidebar-preview-content'
-import {
-  EnterpriseSidebar,
-  type EnterpriseSidebarProps,
-} from '@/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-sidebar'
-
-interface CapturedPlatformSurfaceProps {
-  src: string
-  sizes: string
-  activeItem: NonNullable<EnterpriseSidebarProps['activeItem']>
-}
-
-/**
- * A captured product surface with the current landing sidebar rendered over
- * the capture's legacy sidebar pixels. Keeping the sidebar live gives every
- * landing callout one source of truth while preserving the detailed product
- * content in the capture beside it.
- */
-export function CapturedPlatformSurface({ src, sizes, activeItem }: CapturedPlatformSurfaceProps) {
-  return (
-    <div className='absolute inset-0 overflow-hidden'>
-      <Image src={src} alt='' fill sizes={sizes} className='object-cover' />
-      <ResponsiveDesignStage
-        width={PLATFORM_LOOP_DESIGN.width}
-        height={PLATFORM_LOOP_DESIGN.height}
-        align='start'
-        className='pointer-events-none absolute inset-0'
-        contentClassName='flex'
-      >
-        <div className='flex h-full w-[249px] border-[var(--border)] border-r bg-[var(--surface-1)]'>
-          <EnterpriseSidebar
-            chats={PREVIEW_SIDEBAR_CHATS}
-            workflows={PREVIEW_SIDEBAR_WORKFLOWS}
-            activeItem={activeItem}
-          />
-          <div className='min-w-0 flex-1 bg-[var(--surface-1)]' />
-        </div>
-      </ResponsiveDesignStage>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/features/components/core-feature-card/core-feature-card.tsx b/apps/sim/app/(landing)/components/features/components/core-feature-card/core-feature-card.tsx
new file mode 100644
index 00000000000..f5a0bacbedc
--- /dev/null
+++ b/apps/sim/app/(landing)/components/features/components/core-feature-card/core-feature-card.tsx
@@ -0,0 +1,79 @@
+import type { ReactNode } from 'react'
+import { cn } from '@sim/emcn'
+import Link from 'next/link'
+import { LANDING_STAGE_RADIUS } from '@/app/(landing)/components/landing-layout'
+
+interface CoreFeatureCardProps {
+  title: string
+  description: string
+  href: string
+  visual: ReactNode
+  interactiveVisual?: boolean
+  tone?: 'light' | 'mid' | 'dark'
+}
+
+const TONE_CLASSES = {
+  light: 'bg-[var(--surface-3)]',
+  mid: 'bg-[var(--surface-5)]',
+  dark: 'bg-[var(--text-secondary)]',
+} as const
+
+/**
+ * Lets a horizontal gesture over the illustration reach the rail underneath.
+ *
+ * The graphics crop themselves with `overflow-hidden`, which makes every crop
+ * box a scroll container, and the global base rule gives every element
+ * `overscroll-behavior-x: none`. A trackpad swipe or horizontal wheel landing
+ * anywhere on the stage would otherwise stop dead at the first crop it hits
+ * instead of chaining out to the scroller, so the rail only scrolled from the
+ * caption below the stage. Nothing inside the stage scrolls on its own, so
+ * chaining out is always right, and the rail's own `overscroll-x-contain`
+ * still keeps the gesture from running on into the page.
+ */
+const SCROLL_THROUGH = 'overscroll-x-auto [&_*]:overscroll-x-auto'
+
+/**
+ * One homepage product module: a tall product-UI stage followed by a compact,
+ * independently quotable title and description. Interactive illustrations sit outside the route link;
+ * decorative illustrations remain part of the linked module.
+ */
+export function CoreFeatureCard({
+  title,
+  description,
+  href,
+  visual,
+  interactiveVisual = false,
+  tone = 'light',
+}: CoreFeatureCardProps) {
+  const graphic = (
+    <div
+      aria-hidden={interactiveVisual ? undefined : true}
+      className={cn(
+        'relative aspect-[5/6] overflow-hidden border border-[var(--border)] transition-colors duration-300 group-hover:border-[var(--border)] motion-reduce:transition-none',
+        LANDING_STAGE_RADIUS,
+        SCROLL_THROUGH,
+        TONE_CLASSES[tone]
+      )}
+    >
+      <div className='absolute inset-0'>{visual}</div>
+    </div>
+  )
+  return (
+    <article className='min-w-0'>
+      {interactiveVisual ? graphic : null}
+      <Link
+        href={href}
+        rel={href.startsWith('https://') ? 'noopener noreferrer' : undefined}
+        className='group block outline-none focus-visible:outline focus-visible:outline-1 focus-visible:outline-[var(--border)] focus-visible:outline-offset-4'
+      >
+        {interactiveVisual ? null : graphic}
+        <h3 className='mt-5 text-[20px] text-[var(--text-primary)] leading-[1.25] tracking-[-0.01em]'>
+          {title}
+        </h3>
+        <p className='mt-2 max-w-[36ch] text-pretty text-[15px] text-[var(--text-body)] leading-[1.45]'>
+          {description}
+        </p>
+      </Link>
+    </article>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/features/components/core-feature-card/index.ts b/apps/sim/app/(landing)/components/features/components/core-feature-card/index.ts
new file mode 100644
index 00000000000..8f9d315d97e
--- /dev/null
+++ b/apps/sim/app/(landing)/components/features/components/core-feature-card/index.ts
@@ -0,0 +1 @@
+export { CoreFeatureCard } from './core-feature-card'
diff --git a/apps/sim/app/(landing)/components/features/components/feature-card/feature-card.tsx b/apps/sim/app/(landing)/components/features/components/feature-card/feature-card.tsx
deleted file mode 100644
index 5329bb0ed2d..00000000000
--- a/apps/sim/app/(landing)/components/features/components/feature-card/feature-card.tsx
+++ /dev/null
@@ -1,128 +0,0 @@
-import type { ReactNode } from 'react'
-import { ChipTag, cn } from '@sim/emcn'
-import { ArrowRight } from '@sim/emcn/icons'
-import Image from 'next/image'
-import Link from 'next/link'
-
-interface FeatureCardProps {
-  /** Capability name shown as a chip tag pinned to the card's top-right corner. */
-  eyebrow: string
-  /** The beat's headline (`<h3>` - the section owns the single `<h2>`). */
-  title: string
-  /** Supporting copy beneath the headline. */
-  description: string
-  /** Optional trailing link (e.g. the feature's platform page). */
-  href?: string
-  /** Label for {@link href}. */
-  linkLabel?: string
-  /**
-   * Backdrop image under the floating callout (public path). Omit for a solid
-   * stage in the hero visual's light grey (`--surface-3`).
-   */
-  backdropSrc?: string
-  /**
-   * Which side the media stage sits on from `lg` up (cards alternate down the
-   * section, Cursor-style). Below `lg` the card always stacks media-first.
-   */
-  mediaSide?: 'left' | 'right'
-  /**
-   * Square the card's bottom corners so its bottom edge merges with a
-   * full-bleed divider drawn at the same line (the section's last card).
-   */
-  flushBottom?: boolean
-  /** The elevated real-UI callout floating over the backdrop. */
-  children: ReactNode
-}
-
-/**
- * Cursor-style feature card - one large OUTLINED container (a light
- * `--border` hairline on a transparent ground, no grey fill) holding a media
- * stage (a painted backdrop with the beat's real-UI callout floating over it)
- * and a vertically-centered copy column: `<h3>`, muted description, and an
- * optional arrow link. `mediaSide` picks which side the media sits on so the
- * cards can alternate down the section. The beat's name sits as a borderless
- * grey-filled {@link ChipTag} pinned to the card's top corner on the COPY
- * side (top-right when media is left, top-left when media is right), just
- * inside the outline - never floating over the media image.
- *
- * Below `lg` the card stacks - media on top, copy beneath - and the media
- * shortens so the card stays scannable in the compact grid. The pinned chip
- * would overlap the full-width media there, so it relocates INTO the copy
- * column, sitting above the `<h3>` as an in-flow eyebrow.
- */
-export function FeatureCard({
-  eyebrow,
-  title,
-  description,
-  href,
-  linkLabel,
-  backdropSrc,
-  mediaSide = 'left',
-  flushBottom = false,
-  children,
-}: FeatureCardProps) {
-  const mediaRight = mediaSide === 'right'
-  return (
-    <article
-      className={cn(
-        'relative grid gap-10 rounded-[10px] border border-[var(--border)] p-4 max-lg:grid-cols-1 max-lg:gap-6',
-        mediaRight ? 'grid-cols-[386px_1fr]' : 'grid-cols-[1fr_386px]',
-        flushBottom && 'rounded-b-none'
-      )}
-    >
-      <ChipTag
-        variant='mono'
-        className={cn('absolute top-4 z-10 max-lg:hidden', mediaRight ? 'left-4' : 'right-4')}
-      >
-        {eyebrow}
-      </ChipTag>
-      <div
-        aria-hidden='true'
-        className={cn(
-          'relative aspect-[3/2] overflow-hidden rounded-[4px] max-lg:order-1 max-lg:aspect-[4/3]',
-          !backdropSrc && 'bg-[var(--surface-3)]',
-          mediaRight && 'lg:order-2'
-        )}
-      >
-        {backdropSrc && (
-          <Image
-            src={backdropSrc}
-            alt=''
-            fill
-            sizes='(max-width: 1460px) 70vw, 900px'
-            className='object-cover'
-          />
-        )}
-        <div className='absolute inset-0 flex items-center justify-center p-4 [&>*]:max-w-full'>
-          {children}
-        </div>
-      </div>
-
-      <div
-        className={cn(
-          'flex flex-col justify-center max-lg:order-2 max-lg:pb-2',
-          mediaRight ? 'pl-4 max-lg:pl-0' : 'pr-4 max-lg:pr-0'
-        )}
-      >
-        <ChipTag variant='mono' className='hidden max-lg:mb-3 max-lg:inline-flex max-lg:self-start'>
-          {eyebrow}
-        </ChipTag>
-        <h3 className='text-balance text-[22px] text-[var(--text-primary)] leading-[1.3] max-sm:text-[20px]'>
-          {title}
-        </h3>
-        <p className='mt-3 text-pretty text-[15px] text-[var(--text-muted)] leading-[1.6]'>
-          {description}
-        </p>
-        {href && linkLabel && (
-          <Link
-            href={href}
-            className='mt-5 flex items-center gap-1.5 text-[15px] text-[var(--text-body)] transition-colors hover-hover:text-[var(--text-primary)]'
-          >
-            {linkLabel}
-            <ArrowRight className='size-[15px]' />
-          </Link>
-        )}
-      </div>
-    </article>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/features/components/feature-card/index.ts b/apps/sim/app/(landing)/components/features/components/feature-card/index.ts
deleted file mode 100644
index fcb1594becb..00000000000
--- a/apps/sim/app/(landing)/components/features/components/feature-card/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { FeatureCard } from './feature-card'
diff --git a/apps/sim/app/(landing)/components/features/components/features-rail/features-rail.test.tsx b/apps/sim/app/(landing)/components/features/components/features-rail/features-rail.test.tsx
new file mode 100644
index 00000000000..d72f6262d68
--- /dev/null
+++ b/apps/sim/app/(landing)/components/features/components/features-rail/features-rail.test.tsx
@@ -0,0 +1,253 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, StrictMode } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { renderToStaticMarkup } from 'react-dom/server'
+import { afterAll, afterEach, beforeAll, beforeEach, describe, expect, it } from 'vitest'
+import {
+  FeaturesRail,
+  foldScrollLeft,
+} from '@/app/(landing)/components/features/components/features-rail/features-rail'
+
+const CARDS = ['Chat', 'Workflows', 'Tables'] as const
+
+/** Slot pitch the layout stub uses: a card plus the rail's gap. */
+const PITCH = 444
+/** One set of three cards, in the stubbed layout. */
+const SET = CARDS.length * PITCH
+
+function cards() {
+  return CARDS.map((title) => (
+    <a key={title} href={`/${title.toLowerCase()}`}>
+      {title}
+    </a>
+  ))
+}
+
+const scrollLefts = new WeakMap<HTMLElement, number>()
+const originalOffsetLeft = Object.getOwnPropertyDescriptor(HTMLElement.prototype, 'offsetLeft')
+const originalScrollLeft = Object.getOwnPropertyDescriptor(Element.prototype, 'scrollLeft')
+
+/**
+ * jsdom has no layout, so slots report a synthetic `offsetLeft` from their
+ * index, and `scrollLeft` round-trips through a map instead of a scrollport.
+ */
+beforeAll(() => {
+  Object.defineProperty(HTMLElement.prototype, 'offsetLeft', {
+    configurable: true,
+    get(this: HTMLElement) {
+      const parent = this.parentElement
+      if (!parent || !this.hasAttribute('data-copy')) return 0
+      return Array.prototype.indexOf.call(parent.children, this) * PITCH
+    },
+  })
+  Object.defineProperty(Element.prototype, 'scrollLeft', {
+    configurable: true,
+    get(this: HTMLElement) {
+      return scrollLefts.get(this) ?? 0
+    },
+    set(this: HTMLElement, value: number) {
+      scrollLefts.set(this, value)
+    },
+  })
+})
+
+afterAll(() => {
+  if (originalOffsetLeft)
+    Object.defineProperty(HTMLElement.prototype, 'offsetLeft', originalOffsetLeft)
+  if (originalScrollLeft) Object.defineProperty(Element.prototype, 'scrollLeft', originalScrollLeft)
+})
+
+let root: Root | null = null
+let host: HTMLDivElement | null = null
+
+beforeEach(() => {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root?.unmount())
+  root = null
+  host?.remove()
+  host = null
+})
+
+function mount(strict = false): HTMLElement {
+  const rail = <FeaturesRail label='Core Sim features'>{cards()}</FeaturesRail>
+  act(() => root?.render(strict ? <StrictMode>{rail}</StrictMode> : rail))
+  const el = host?.querySelector<HTMLElement>('[aria-label="Core Sim features"]')
+  if (!el) throw new Error('rail did not render')
+  return el
+}
+
+function scrollTo(rail: HTMLElement, left: number): number {
+  rail.scrollLeft = left
+  rail.dispatchEvent(new Event('scroll'))
+  return rail.scrollLeft
+}
+
+describe('foldScrollLeft', () => {
+  it('leaves the home range alone and folds by exactly one set width', () => {
+    expect(foldScrollLeft(1000, 1000)).toBe(1000)
+    expect(foldScrollLeft(500, 1000)).toBe(500)
+    expect(foldScrollLeft(499, 1000)).toBe(1499)
+    expect(foldScrollLeft(1500, 1000)).toBe(500)
+    expect(foldScrollLeft(2600, 1000)).toBe(600)
+    expect(foldScrollLeft(-200, 1000)).toBe(800)
+  })
+
+  it('does nothing without a measurable set', () => {
+    expect(foldScrollLeft(42, 0)).toBe(42)
+  })
+})
+
+describe('FeaturesRail', () => {
+  it('server-renders the finite rail once, with the scroll chrome', () => {
+    const html = renderToStaticMarkup(
+      <FeaturesRail label='Core Sim features'>{cards()}</FeaturesRail>
+    )
+
+    expect(html).toContain('aria-label="Core Sim features"')
+    expect(html).toContain('overflow-x-auto')
+    expect(html).not.toContain('snap-')
+    expect(html.match(/data-copy="home"/g)).toHaveLength(3)
+    expect(html).not.toContain('data-copy="lead"')
+    expect(html).not.toContain('data-copy="tail"')
+  })
+
+  it('loops after hydration with clones off the tab order and accessibility tree', () => {
+    const rail = mount()
+
+    expect(rail.querySelectorAll('[data-copy="lead"]')).toHaveLength(3)
+    expect(rail.querySelectorAll('[data-copy="home"]')).toHaveLength(3)
+    expect(rail.querySelectorAll('[data-copy="tail"]')).toHaveLength(3)
+    expect(rail.querySelectorAll('[data-copy="lead"][aria-hidden="true"]')).toHaveLength(3)
+    expect(rail.querySelectorAll('[data-copy="tail"][aria-hidden="true"]')).toHaveLength(3)
+    expect(rail.querySelectorAll('[data-copy="home"][aria-hidden]')).toHaveLength(0)
+
+    const cloneLinks = rail.querySelectorAll('[data-copy="lead"] a, [data-copy="tail"] a')
+    expect(cloneLinks).toHaveLength(6)
+    for (const link of cloneLinks) {
+      expect(link.getAttribute('tabindex')).toBe('-1')
+    }
+    expect(rail.querySelectorAll('[data-copy="home"] a[tabindex]')).toHaveLength(0)
+    expect(rail.children).toHaveLength(9)
+  })
+
+  it('rests on the middle copy after hydration, once, even when Strict Mode reruns the effect', () => {
+    expect(mount().scrollLeft).toBe(SET)
+    act(() => root?.unmount())
+    root = createRoot(host as HTMLDivElement)
+    expect(mount(true).scrollLeft).toBe(SET)
+  })
+
+  it('keeps interactive controls keyboard-accessible only in the home copy', () => {
+    let activations = 0
+    act(() =>
+      root?.render(
+        <FeaturesRail label='Interactive features'>
+          <div>
+            <button type='button' onClick={() => activations++}>
+              Open folder
+            </button>
+            <input aria-label='Search files' />
+          </div>
+        </FeaturesRail>
+      )
+    )
+
+    const homeControls = host?.querySelectorAll<HTMLElement>(
+      '[data-copy="home"] :is(button, input)'
+    )
+    expect(homeControls).toHaveLength(2)
+    for (const control of homeControls ?? []) expect(control.tabIndex).toBe(0)
+
+    const cloneControls = host?.querySelectorAll<HTMLElement>(
+      ':is([data-copy="lead"], [data-copy="tail"]) :is(button, input)'
+    )
+    expect(cloneControls).toHaveLength(4)
+    for (const control of cloneControls ?? []) expect(control.tabIndex).toBe(-1)
+
+    const cloneButton = host?.querySelector<HTMLButtonElement>('[data-copy="tail"] button')
+    expect(cloneButton?.disabled).toBe(false)
+    act(() => cloneButton?.click())
+    expect(activations).toBe(1)
+  })
+
+  it('drags with the mouse, scrolling by the pointer delta and swallowing the click', () => {
+    const rail = mount()
+    const link = rail.querySelector<HTMLAnchorElement>('[data-copy="home"] a')
+    if (!link) throw new Error('no home link')
+    /** jsdom has no PointerEvent; a MouseEvent carrying the pointer fields is what the handlers read. */
+    const pointer = (type: string, clientX: number) => {
+      const event = new MouseEvent(type, { bubbles: true, button: 0, clientX })
+      Object.defineProperties(event, { pointerType: { value: 'mouse' }, pointerId: { value: 1 } })
+      return event
+    }
+
+    rail.scrollLeft = SET
+    link.dispatchEvent(pointer('pointerdown', 300))
+    link.dispatchEvent(pointer('pointermove', 303))
+    expect(rail.scrollLeft).toBe(SET)
+    link.dispatchEvent(pointer('pointermove', 260))
+    expect(rail.scrollLeft).toBe(SET + 40)
+    expect(rail.dataset.dragging).toBe('')
+    link.dispatchEvent(pointer('pointerup', 260))
+    expect(rail.dataset.dragging).toBeUndefined()
+
+    const click = new MouseEvent('click', { bubbles: true, cancelable: true, detail: 1 })
+    link.dispatchEvent(click)
+    expect(click.defaultPrevented).toBe(true)
+
+    let swallowed: boolean | null = null
+    link.addEventListener(
+      'click',
+      (event) => {
+        swallowed = event.defaultPrevented
+        event.preventDefault()
+      },
+      { once: true }
+    )
+    link.dispatchEvent(new MouseEvent('click', { bubbles: true, cancelable: true }))
+    expect(swallowed).toBe(false)
+  })
+
+  it.each(['pointercancel', 'pointerup'])(
+    'allows keyboard activation after a drag ends with %s',
+    (endEvent) => {
+      const rail = mount()
+      const link = rail.querySelector<HTMLAnchorElement>('[data-copy="home"] a')
+      if (!link) throw new Error('no home link')
+      for (const [type, clientX] of [
+        ['pointerdown', 300],
+        ['pointermove', 260],
+        [endEvent, 260],
+      ] as const) {
+        const event = new MouseEvent(type, { bubbles: true, button: 0, clientX })
+        Object.defineProperties(event, { pointerType: { value: 'mouse' }, pointerId: { value: 1 } })
+        link.dispatchEvent(event)
+      }
+      expect(rail.dataset.dragging).toBeUndefined()
+
+      let activated = false
+      link.addEventListener('click', (event) => {
+        activated = true
+        event.preventDefault()
+      })
+      link.dispatchEvent(new MouseEvent('click', { bubbles: true, cancelable: true, detail: 0 }))
+      expect(activated).toBe(true)
+    }
+  )
+
+  it('folds the position back into the middle copy as the user scrolls past it', () => {
+    const rail = mount()
+
+    expect(scrollTo(rail, SET + 200)).toBe(SET + 200)
+    expect(scrollTo(rail, SET * 1.5 + 100)).toBe(SET * 0.5 + 100)
+    expect(scrollTo(rail, SET * 0.5 - 60)).toBe(SET * 1.5 - 60)
+  })
+})
diff --git a/apps/sim/app/(landing)/components/features/components/features-rail/features-rail.tsx b/apps/sim/app/(landing)/components/features/components/features-rail/features-rail.tsx
new file mode 100644
index 00000000000..c77d29f5e3c
--- /dev/null
+++ b/apps/sim/app/(landing)/components/features/components/features-rail/features-rail.tsx
@@ -0,0 +1,248 @@
+'use client'
+
+import { Children, type ReactNode, useEffect, useLayoutEffect, useRef, useState } from 'react'
+import { cn } from '@sim/emcn'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+
+/**
+ * Breaks the rail out of the 10/12 inset to the section's edges. The section
+ * is a size container (`container-type: inline-size`), so `50cqw - 50%` is
+ * exactly the inset's offset from the section edge: as a negative margin it
+ * spans the rail edge to edge, and the same value as padding keeps the first
+ * card aligned with the heading while cards clip at the viewport rather than
+ * at the inset.
+ */
+const RAIL_BLEED = '-mx-[calc(50cqw_-_50%)] px-[calc(50cqw_-_50%)]'
+
+/**
+ * The edge-fade overlay, stretched over the same edge-to-edge span the rail
+ * bleeds to. The overlay is positioned against the rail's wrapper, which keeps
+ * the inset width, so `50%` here is the same half-inset {@link RAIL_BLEED}
+ * subtracts - pulling each side out to the section edge. Above the cards
+ * (below the navbar's `z-50`) and transparent to the pointer, so the fade only
+ * ever paints.
+ */
+const RAIL_EDGE_SPAN =
+  'pointer-events-none absolute inset-y-0 z-10 left-[calc(50%_-_50cqw)] right-[calc(50%_-_50cqw)]'
+
+/** One card slot: fixed responsive width. */
+const SLOT_CLASS = 'w-[min(78vw,420px)] shrink-0 max-sm:w-[84vw]'
+
+/** Pointer travel before a mouse press on the rail becomes a drag instead of a click. */
+const DRAG_THRESHOLD_PX = 6
+
+/**
+ * A fold moves the position by a whole set width, so anything smaller than
+ * this is floating-point noise from re-deriving an in-range position.
+ */
+const FOLD_TOLERANCE = 1
+
+type Copy = 'lead' | 'home' | 'tail'
+
+/**
+ * Folds a scroll position back into the loop's home range. Three copies of the
+ * set sit side by side; the position is kept between half a set and a set and
+ * a half in, so a full set of cards is always waiting on either side and every
+ * fold - an exact set width, onto identical content - is invisible. A
+ * `setWidth` of 0 means the loop is not measurable (no layout), so the position
+ * is left alone.
+ */
+export function foldScrollLeft(scrollLeft: number, setWidth: number): number {
+  if (setWidth <= 0) return scrollLeft
+  const from = setWidth / 2
+  const offset = (((scrollLeft - from) % setWidth) + setWidth) % setWidth
+  return from + offset
+}
+
+interface SlotsProps {
+  copy: Copy
+  cards: ReactNode[]
+}
+
+/**
+ * One copy of the set as flat flex children, so the gap between copies equals
+ * the gap between cards and the loop's period is exactly one set width. Clones
+ * stay clickable but leave the accessibility tree.
+ */
+function Slots({ copy, cards }: SlotsProps) {
+  const clone = copy !== 'home'
+  return (
+    <>
+      {cards.map((card, index) => (
+        <div
+          key={`${copy}-${index}`}
+          data-copy={copy}
+          aria-hidden={clone ? 'true' : undefined}
+          className={SLOT_CLASS}
+        >
+          {card}
+        </div>
+      ))}
+    </>
+  )
+}
+
+interface FeaturesRailProps {
+  /** Accessible name of the scrolling region. */
+  label: string
+  /**
+   * The cards, in order. Each becomes one slot; once JS runs the whole set is
+   * cloned on both sides so the rail loops.
+   */
+  children: ReactNode
+}
+
+/**
+ * The homepage product rail: native horizontal scrolling that never ends.
+ *
+ * The server renders the set once, so the HTML - and any visit without JS - is
+ * the plain finite rail with the first card under the heading. After hydration
+ * the set is cloned once on each side, the scroll position jumps one set width
+ * before paint so nothing visibly moves (folded, so Strict Mode's second run of
+ * the effect lands on the same spot), and a passive scroll listener folds the
+ * position back into the middle copy whenever it drifts half a set past it. The fold is an exact set width onto identical content, so the space
+ * left of the first card is always the tail of the set and scrolling in either
+ * direction never meets an end.
+ *
+ * Wheel, trackpad, touch, and keyboard all drive the native scroller with no
+ * snapping to fight them, so the rail scrolls the same whether or not the
+ * pointer is over a card. A mouse can also drag the rail: past a small
+ * threshold the press scrolls by the pointer's movement (as deltas, so a fold
+ * mid-drag is harmless), the click that would follow is swallowed, and native
+ * link and image drags are off. Clones stay clickable but sit outside the tab
+ * order and the accessibility tree, so keyboard and screen-reader users meet
+ * each product exactly once.
+ *
+ * Both screen edges blur and fade into the page ground ({@link EdgeFade}), the
+ * same treatment the product-demo stage wears, so a card leaving the rail
+ * softens away instead of being cut off at the viewport.
+ */
+export function FeaturesRail({ label, children }: FeaturesRailProps) {
+  const railRef = useRef<HTMLDivElement>(null)
+  const setWidthRef = useRef(0)
+  const [looping, setLooping] = useState(false)
+  const cards = Children.toArray(children)
+
+  useEffect(() => {
+    setLooping(true)
+  }, [])
+
+  useLayoutEffect(() => {
+    if (!looping) return
+    const rail = railRef.current
+    if (!rail) return
+
+    const measure = () => {
+      const lead = rail.querySelector<HTMLElement>('[data-copy="lead"]')
+      const home = rail.querySelector<HTMLElement>('[data-copy="home"]')
+      setWidthRef.current = lead && home ? home.offsetLeft - lead.offsetLeft : 0
+    }
+    const fold = () => {
+      const next = foldScrollLeft(rail.scrollLeft, setWidthRef.current)
+      if (Math.abs(next - rail.scrollLeft) > FOLD_TOLERANCE) rail.scrollLeft = next
+    }
+
+    for (const control of rail.querySelectorAll<HTMLElement>(
+      ':is([data-copy="lead"], [data-copy="tail"]) :is(a, button, input, select, textarea, [tabindex])'
+    )) {
+      control.tabIndex = -1
+    }
+    measure()
+    rail.scrollLeft = foldScrollLeft(rail.scrollLeft + setWidthRef.current, setWidthRef.current)
+    rail.addEventListener('scroll', fold, { passive: true })
+    const observer =
+      typeof ResizeObserver === 'undefined'
+        ? undefined
+        : new ResizeObserver(() => {
+            measure()
+            fold()
+          })
+    observer?.observe(rail)
+
+    return () => {
+      rail.removeEventListener('scroll', fold)
+      observer?.disconnect()
+    }
+  }, [looping])
+
+  useEffect(() => {
+    const rail = railRef.current
+    if (!rail) return
+    let pointerId: number | null = null
+    let startX = 0
+    let lastX = 0
+    let dragged = false
+    let suppressNextClick = false
+
+    const onPointerDown = (event: PointerEvent) => {
+      if (event.pointerType !== 'mouse' || event.button !== 0) return
+      pointerId = event.pointerId
+      startX = event.clientX
+      lastX = event.clientX
+      dragged = false
+      suppressNextClick = false
+    }
+    const onPointerMove = (event: PointerEvent) => {
+      if (event.pointerId !== pointerId) return
+      if (!dragged) {
+        if (Math.abs(event.clientX - startX) < DRAG_THRESHOLD_PX) return
+        dragged = true
+        rail.dataset.dragging = ''
+        rail.setPointerCapture?.(event.pointerId)
+      }
+      rail.scrollLeft -= event.clientX - lastX
+      lastX = event.clientX
+    }
+    const onPointerEnd = (event: PointerEvent) => {
+      if (event.pointerId !== pointerId) return
+      pointerId = null
+      suppressNextClick = event.type === 'pointerup' && dragged
+      dragged = false
+      delete rail.dataset.dragging
+      if (rail.hasPointerCapture?.(event.pointerId)) rail.releasePointerCapture(event.pointerId)
+    }
+    const onClick = (event: MouseEvent) => {
+      const suppress = suppressNextClick && event.detail > 0
+      suppressNextClick = false
+      if (!suppress) return
+      event.preventDefault()
+      event.stopPropagation()
+    }
+    const onDragStart = (event: DragEvent) => event.preventDefault()
+
+    rail.addEventListener('pointerdown', onPointerDown)
+    rail.addEventListener('pointermove', onPointerMove)
+    rail.addEventListener('pointerup', onPointerEnd)
+    rail.addEventListener('pointercancel', onPointerEnd)
+    rail.addEventListener('click', onClick, true)
+    rail.addEventListener('dragstart', onDragStart)
+    return () => {
+      rail.removeEventListener('pointerdown', onPointerDown)
+      rail.removeEventListener('pointermove', onPointerMove)
+      rail.removeEventListener('pointerup', onPointerEnd)
+      rail.removeEventListener('pointercancel', onPointerEnd)
+      rail.removeEventListener('click', onClick, true)
+      rail.removeEventListener('dragstart', onDragStart)
+    }
+  }, [])
+
+  return (
+    <div className='relative'>
+      <div
+        ref={railRef}
+        aria-label={label}
+        className={cn(
+          'flex gap-6 overflow-x-auto overscroll-x-contain pb-4 [overflow-anchor:none] [scrollbar-width:none] data-[dragging]:cursor-grabbing data-[dragging]:select-none [&::-webkit-scrollbar]:hidden',
+          RAIL_BLEED
+        )}
+      >
+        {looping && <Slots copy='lead' cards={cards} />}
+        <Slots copy='home' cards={cards} />
+        {looping && <Slots copy='tail' cards={cards} />}
+      </div>
+      <div className={RAIL_EDGE_SPAN}>
+        <EdgeFade ground='canvas' edges={['left', 'right']} depth='bleed' />
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/features/components/features-rail/index.ts b/apps/sim/app/(landing)/components/features/components/features-rail/index.ts
new file mode 100644
index 00000000000..8283070c3a5
--- /dev/null
+++ b/apps/sim/app/(landing)/components/features/components/features-rail/index.ts
@@ -0,0 +1 @@
+export { FeaturesRail } from './features-rail'
diff --git a/apps/sim/app/(landing)/components/features/components/integrations-callout/integrations-callout.tsx b/apps/sim/app/(landing)/components/features/components/integrations-callout/integrations-callout.tsx
deleted file mode 100644
index 75660444a55..00000000000
--- a/apps/sim/app/(landing)/components/features/components/integrations-callout/integrations-callout.tsx
+++ /dev/null
@@ -1,44 +0,0 @@
-import { CalloutFrame } from '@/app/(landing)/components/features/components/callout-frame'
-import { CapturedPlatformSurface } from '@/app/(landing)/components/features/components/captured-platform-surface'
-
-/**
- * The Integrate beat's callout - the platform Integrations page as one
- * floating window. The detailed page capture is paired with the shared live
- * landing sidebar so its navigation and footer stay aligned with the product.
- *
- * The window is oversized (125% of the media stage, ~82% of the capture's
- * native scale) and anchored with visually EQUAL top and left insets
- * (percentage-based - 9.6% of the stage width; 14.4% of its 3:2 height lands
- * at the same px), so its top-left corner floats free over the backdrop while
- * the right AND bottom edges bleed past the media stage's clip - a zoomed-in
- * peek at part of the product rather than a complete miniature, scaling
- * proportionally with the aspect-locked stage. Decorative.
- *
- * `sizes` is derived directly from the section's grid math rather than
- * approximated, then rounded up to the worst-case (peak render/viewport
- * ratio) in each tier so the browser never under-fetches:
- * `callout = 1.25 * (viewport - 2*gutter - 32px card padding - [40px gap +
- * 386px fixed copy column, desktop only])`, gutter = `px-20`/`max-lg:px-8`/
- * `max-sm:px-5` from `Features`'s grid, matching `FeatureCard`'s
- * `max-lg:grid-cols-1` stack. Peak ratios (verified against a static
- * reproduction of this exact layout rendered at each Tailwind breakpoint):
- * ~113.3% at the `max-width: 1023px` stacked tier's own upper edge, ~108.6%
- * at `1460px` (the container's cap, where render width stops growing with
- * viewport - hence the final tier is a flat px value, not a vw fraction).
- */
-export function IntegrationsCallout() {
-  return (
-    <div className='absolute inset-0'>
-      <CalloutFrame
-        className='absolute top-[14.4%] left-[9.6%] w-[125%]'
-        bodyClassName='aspect-[1280/735]'
-      >
-        <CapturedPlatformSurface
-          src='/landing/feature-integrate-ui.png'
-          sizes='(max-width: 1023px) 114vw, (max-width: 1460px) 109vw, 1053px'
-          activeItem='Integrations'
-        />
-      </CalloutFrame>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/features/components/knowledge-callout/knowledge-callout.tsx b/apps/sim/app/(landing)/components/features/components/knowledge-callout/knowledge-callout.tsx
deleted file mode 100644
index c9315b80823..00000000000
--- a/apps/sim/app/(landing)/components/features/components/knowledge-callout/knowledge-callout.tsx
+++ /dev/null
@@ -1,29 +0,0 @@
-import { CalloutFrame } from '@/app/(landing)/components/features/components/callout-frame'
-import { CapturedPlatformSurface } from '@/app/(landing)/components/features/components/captured-platform-surface'
-
-/**
- * The Context beat's callout - the platform Knowledge bases page as one
- * floating window. The detailed page capture is paired with the shared live
- * landing sidebar so its navigation and footer stay aligned with the product.
- *
- * Same oversized treatment as the Integrate card: 125% of the media stage
- * with EQUAL top and left insets (96px), so the top-left corner floats free
- * over the backdrop while the right and bottom edges bleed past the media
- * stage's clip. Decorative.
- */
-export function KnowledgeCallout() {
-  return (
-    <div className='absolute inset-0'>
-      <CalloutFrame
-        className='absolute top-[14.4%] left-[9.6%] w-[125%]'
-        bodyClassName='aspect-[1280/735]'
-      >
-        <CapturedPlatformSurface
-          src='/landing/feature-context-ui.png'
-          sizes='1050px'
-          activeItem='Knowledge bases'
-        />
-      </CalloutFrame>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/features/components/logs-callout/index.ts b/apps/sim/app/(landing)/components/features/components/logs-callout/index.ts
deleted file mode 100644
index 572eadac8b3..00000000000
--- a/apps/sim/app/(landing)/components/features/components/logs-callout/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { LogsCallout } from './logs-callout'
diff --git a/apps/sim/app/(landing)/components/features/components/logs-callout/logs-callout.tsx b/apps/sim/app/(landing)/components/features/components/logs-callout/logs-callout.tsx
deleted file mode 100644
index dd34fb30fea..00000000000
--- a/apps/sim/app/(landing)/components/features/components/logs-callout/logs-callout.tsx
+++ /dev/null
@@ -1,29 +0,0 @@
-import { CalloutFrame } from '@/app/(landing)/components/features/components/callout-frame'
-import { CapturedPlatformSurface } from '@/app/(landing)/components/features/components/captured-platform-surface'
-
-/**
- * The Monitor beat's callout - the platform Logs page as one floating window.
- * The detailed page capture is paired with the shared live landing sidebar so
- * its navigation and footer stay aligned with the product.
- *
- * Same oversized treatment as the Context card: 125% of the media stage with
- * EQUAL top and left insets (96px), so the top-left corner floats free over
- * the backdrop while the right and bottom edges bleed past the media stage's
- * clip. Decorative.
- */
-export function LogsCallout() {
-  return (
-    <div className='absolute inset-0'>
-      <CalloutFrame
-        className='absolute top-[14.4%] left-[9.6%] w-[125%]'
-        bodyClassName='aspect-[1280/735]'
-      >
-        <CapturedPlatformSurface
-          src='/landing/feature-monitor-ui.png'
-          sizes='1050px'
-          activeItem='Logs'
-        />
-      </CalloutFrame>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/features/features.test.tsx b/apps/sim/app/(landing)/components/features/features.test.tsx
new file mode 100644
index 00000000000..29d3ae24ad2
--- /dev/null
+++ b/apps/sim/app/(landing)/components/features/features.test.tsx
@@ -0,0 +1,31 @@
+/**
+ * @vitest-environment node
+ */
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it } from 'vitest'
+import { Features } from '@/app/(landing)/components/features/features'
+
+const MODULES = [
+  { title: 'CLI', href: 'https://docs.sim.ai/cli' },
+  { title: 'Workflows', href: '/workflows' },
+  { title: 'Knowledge Base', href: '/knowledge' },
+  { title: 'Tables', href: '/tables' },
+  { title: 'Files', href: '/files' },
+  { title: 'Logs', href: '/logs' },
+] as const
+
+describe('Features', () => {
+  it('renders every core Sim module as a crawlable tall card', () => {
+    const html = renderToStaticMarkup(<Features />)
+
+    expect(html).toContain('Everything AI agents need to do real work')
+    expect(html).toContain('aspect-[5/6]')
+    expect(html).toContain('rounded-[12px]')
+    expect(html).toContain('overflow-x-auto')
+
+    for (const module of MODULES) {
+      expect(html).toContain(`>${module.title}</h3>`)
+      expect(html).toContain(`href="${module.href}"`)
+    }
+  })
+})
diff --git a/apps/sim/app/(landing)/components/features/features.tsx b/apps/sim/app/(landing)/components/features/features.tsx
index 498ab5b2ced..40f502fc02f 100644
--- a/apps/sim/app/(landing)/components/features/features.tsx
+++ b/apps/sim/app/(landing)/components/features/features.tsx
@@ -1,94 +1,100 @@
-import { BuildCallout } from '@/app/(landing)/components/features/components/build-callout'
-import { FeatureCard } from '@/app/(landing)/components/features/components/feature-card'
-import { IntegrationsCallout } from '@/app/(landing)/components/features/components/integrations-callout/integrations-callout'
-import { KnowledgeCallout } from '@/app/(landing)/components/features/components/knowledge-callout/knowledge-callout'
-import { LogsCallout } from '@/app/(landing)/components/features/components/logs-callout'
+import { cn } from '@sim/emcn'
+import { CoreFeatureCard } from '@/app/(landing)/components/features/components/core-feature-card'
+import { FeaturesRail } from '@/app/(landing)/components/features/components/features-rail'
+import {
+  HOME_INSET,
+  HOME_TYPE,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+} from '@/app/(landing)/components/landing-layout'
+import { CliGraphic } from '@/app/(landing)/components/shared/cli-graphic/cli-graphic'
+import { FileLibraryGraphic } from '@/app/(landing)/files/components/feature-graphics/file-library-graphic'
+import { ConnectorSyncGraphic } from '@/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic'
+import { RunTraceGraphic } from '@/app/(landing)/logs/components/feature-graphics'
+import { TableGridGraphic } from '@/app/(landing)/tables/components/feature-graphics'
+import { WorkflowCanvasGraphic } from '@/app/(landing)/workflows/components/feature-graphics'
 
 /**
- * Landing features - how Sim works, as a platform lifecycle. Four beats, in the
- * order you actually use Sim: bring your tools in (Integrate), give it data to
- * reason over (Context), build the agent logic (Build), then watch it run
- * (Monitor). Each beat is a Cursor-style {@link FeatureCard}: one large
- * outlined card holding a media stage (backdrop painting + elevated real-UI
- * callout) and a copy column, with the media side alternating card to card.
- *
- * The section's `<h2>` is `sr-only` - each beat carries its own visible `<h3>`,
- * so the section heading exists only to anchor the heading hierarchy and give AI
- * crawlers an atomic summary.
- *
- * Inter-section spacing is owned by the `<main>` flex `gap` in `landing.tsx`;
- * this section carries no vertical padding. The section itself is FULL-WIDTH so
- * its bottom rule can bleed to the browser edges; the card grid inside carries
- * the shared gutter (`px-20`) and the `max-w-[1460px]` cap. The last card
- * squares its bottom corners (`flushBottom`) and sits exactly on the rule, so
- * its outline merges into the full-bleed divider.
- *
- * The cards stack in a single column at every width on a 112px rhythm
- * (matching Cursor's spacing between feature cards). Below `lg` each card
- * internally reflows media-over-copy.
- *
- * Per-beat icons are still abstract placeholders (text eyebrows); distinct
- * abstract glyphs land in a later pass.
+ * Homepage product suite - six tall editorial modules built from the same
+ * product-faithful UI illustrations used across Sim's platform pages.
+ */
+const CORE_FEATURES = [
+  {
+    title: 'CLI',
+    description: 'Use Sim from Claude Code or your terminal to build, run, and manage agents.',
+    href: 'https://docs.sim.ai/cli',
+    tone: 'mid',
+    visual: <CliGraphic />,
+  },
+  {
+    title: 'Workflows',
+    description: 'Sim connects blocks, models, and integrations into agent logic.',
+    href: '/workflows',
+    tone: 'light',
+    visual: <WorkflowCanvasGraphic />,
+  },
+  {
+    title: 'Knowledge Base',
+    description: 'Sim gives every agent trusted memory from synced sources.',
+    href: '/knowledge',
+    tone: 'mid',
+    visual: <ConnectorSyncGraphic />,
+  },
+  {
+    title: 'Tables',
+    description: 'Sim stores the structured data agents read and update between runs.',
+    href: '/tables',
+    tone: 'light',
+    visual: <TableGridGraphic />,
+  },
+  {
+    title: 'Files',
+    description: 'Sim keeps team uploads and agent outputs in one shared store.',
+    href: '/files',
+    tone: 'mid',
+    visual: <FileLibraryGraphic />,
+    interactiveVisual: true,
+  },
+  {
+    title: 'Logs',
+    description: 'Sim traces every agent run block by block, including failures.',
+    href: '/logs',
+    tone: 'light',
+    visual: <RunTraceGraphic />,
+  },
+] as const
+
+/**
+ * Six product modules on one horizontally scrolling rail. The heading keeps
+ * the page measure; the rail runs flush to the screen edges and loops - see
+ * {@link FeaturesRail}. The section is the rail's size container.
  */
 export function Features() {
   return (
-    <section id='features' aria-labelledby='features-heading' className='relative w-full'>
-      <h2 id='features-heading' className='sr-only'>
-        Integrate your tools, give Sim context, build agents, and monitor every run.
-      </h2>
-
-      <div className='mx-auto grid w-full max-w-[1460px] grid-cols-1 gap-28 px-20 max-sm:gap-12 max-sm:px-5 max-lg:px-8'>
-        {/* Integrate: bring your stack in. */}
-        <FeatureCard
-          eyebrow='Integrate'
-          title='Connect the tools your work runs on.'
-          description='Plug in 1,000+ integrations like Slack, HubSpot, Salesforce, and Notion, so Sim agents act across the stack you already use.'
-          href='/integrations'
-          linkLabel='Explore integrations'
-          backdropSrc='/landing/feature-integrate-backdrop.jpg'
-        >
-          <IntegrationsCallout />
-        </FeatureCard>
+    <section
+      id='features'
+      aria-labelledby='features-heading'
+      className='flex flex-col [container-type:inline-size]'
+    >
+      <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+        <div className={HOME_INSET}>
+          <h2
+            id='features-heading'
+            className={cn(
+              'mb-16 max-w-[20ch] text-balance text-[var(--text-primary)] max-sm:mb-10 max-lg:mb-12',
+              HOME_TYPE.h2
+            )}
+          >
+            Everything AI agents need to do real work
+          </h2>
 
-        {/* Context: store data semantically. */}
-        <FeatureCard
-          eyebrow='Context'
-          title='Give Sim data it can reason over.'
-          description='Sim stores your data in tables, files, and knowledge bases, the semantic memory agents read to ground every answer.'
-          backdropSrc='/landing/feature-context-backdrop.jpg'
-          mediaSide='right'
-        >
-          <KnowledgeCallout />
-        </FeatureCard>
-
-        {/* Build: wire agent logic in the visual builder. */}
-        <FeatureCard
-          eyebrow='Build'
-          title='Build agents that solve real problems.'
-          description="Wire blocks, models, and integrations into agent logic on Sim's visual builder, from one agent to many working in parallel."
-          href='/workflows'
-          linkLabel='Explore the AI workflow builder'
-        >
-          <BuildCallout />
-        </FeatureCard>
-
-        {/* Monitor: watch every run. */}
-        <FeatureCard
-          eyebrow='Monitor'
-          title='Watch every run, end to end.'
-          description='Sim traces each run block by block, with full logs and the real cost.'
-          backdropSrc='/landing/feature-monitor-backdrop.jpg'
-          mediaSide='right'
-          flushBottom
-        >
-          <LogsCallout />
-        </FeatureCard>
+          <FeaturesRail label='Core Sim features'>
+            {CORE_FEATURES.map((feature) => (
+              <CoreFeatureCard key={feature.title} {...feature} />
+            ))}
+          </FeaturesRail>
+        </div>
       </div>
-
-      {/* Full-bleed rule the last card's squared bottom edge merges into -
-          spans the whole browser, past the content cap and gutter (the section
-          itself is full-width; only the card grid above is capped). */}
-      <div aria-hidden='true' className='absolute inset-x-0 bottom-0 h-px bg-[var(--border)]' />
     </section>
   )
 }
diff --git a/apps/sim/app/(landing)/components/footer/components/footer-wordmark-loop/footer-wordmark-loop.test.tsx b/apps/sim/app/(landing)/components/footer/components/footer-wordmark-loop/footer-wordmark-loop.test.tsx
new file mode 100644
index 00000000000..a39fb279919
--- /dev/null
+++ b/apps/sim/app/(landing)/components/footer/components/footer-wordmark-loop/footer-wordmark-loop.test.tsx
@@ -0,0 +1,128 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { renderToStaticMarkup } from 'react-dom/server'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { WORDMARK_PATHS } from '@/lib/branding/wordmark'
+import { FooterWordmarkLoop } from '@/app/(landing)/components/footer/components/footer-wordmark-loop/footer-wordmark-loop'
+
+const SHAPES = ['metaballs', 'relay', 'compass', 'corners', 'burst', 'squeeze', 'thinking'] as const
+
+/** One full pass of the master film, in ms. */
+const CYCLE_MS = 17_100
+
+let pending: FrameRequestCallback[] = []
+let clock = 0
+let root: Root | null = null
+let host: HTMLDivElement | null = null
+
+/**
+ * Drives the captured frame callbacks to `ms` on the loop's own clock in 50ms
+ * steps - under the loop's 100ms per-frame cap, so no choreography is skipped.
+ */
+function advanceTo(ms: number): void {
+  while (clock < ms) {
+    clock = Math.min(clock + 50, ms)
+    const frame = pending.shift()
+    if (!frame) throw new Error('the loop stopped requesting frames')
+    const now = clock
+    act(() => frame(now))
+  }
+}
+
+function attr(selector: string, name: string): string | null {
+  return host?.querySelector(selector)?.getAttribute(name) ?? null
+}
+
+beforeEach(() => {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  pending = []
+  clock = 0
+  const stubs = {
+    requestAnimationFrame: (cb: FrameRequestCallback) => pending.push(cb),
+    cancelAnimationFrame: () => {
+      pending = []
+    },
+    matchMedia: () => ({
+      matches: false,
+      addEventListener: () => {},
+      removeEventListener: () => {},
+    }),
+  }
+  for (const [name, value] of Object.entries(stubs)) {
+    vi.stubGlobal(name, value)
+    Object.assign(window, { [name]: value })
+  }
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+  act(() => root?.render(<FooterWordmarkLoop />))
+  const anchor = pending.shift()
+  if (!anchor) throw new Error('the loop never started')
+  act(() => anchor(0))
+})
+
+afterEach(() => {
+  act(() => root?.unmount())
+  root = null
+  host?.remove()
+  host = null
+  vi.unstubAllGlobals()
+})
+
+describe('FooterWordmarkLoop', () => {
+  it('server-renders the crisp wordmark as the resting frame', () => {
+    const html = renderToStaticMarkup(<FooterWordmarkLoop />)
+
+    expect(html).toContain('aria-hidden="true"')
+    expect(html).toContain('data-stage="wm" opacity="1"')
+    expect(html).toContain('data-stage="orb" opacity="0"')
+    expect(html).toContain('stdDeviation="0.55"')
+    for (const shape of SHAPES) {
+      expect(html).toContain(`data-stage="${shape}" opacity="0"`)
+    }
+    for (const d of WORDMARK_PATHS) {
+      expect(html).toContain(`d="${d}"`)
+    }
+  })
+
+  it('plays the master timeline: wordmark, orb, the seven shapes, orb, wordmark', () => {
+    expect(attr('[data-stage="wm"]', 'opacity')).toBe('1.0000')
+    expect(attr('[data-goo]', 'stdDeviation')).toBe('0.550')
+
+    advanceTo(2700)
+    expect(attr('[data-stage="wm"]', 'opacity')).toBe('0.0000')
+    expect(attr('[data-stage="orb"]', 'opacity')).toBe('1.0000')
+    expect(attr('[data-goo]', 'stdDeviation')).toBe('5.000')
+
+    advanceTo(3900)
+    expect(attr('[data-stage="metaballs"]', 'opacity')).toBe('1.0000')
+    expect(attr('[data-stage="orb"]', 'opacity')).toBe('0.0000')
+    expect(attr('[data-anim="metaballsA"]', 'transform')).not.toBe('translate(0.000 0.000)')
+
+    advanceTo(7000)
+    expect(attr('[data-stage="compass"]', 'opacity')).toBe('1.0000')
+    expect(attr('[data-stage="metaballs"]', 'opacity')).toBe('0.0000')
+
+    advanceTo(9700)
+    expect(attr('[data-stage="burst"]', 'opacity')).toBe('1.0000')
+
+    advanceTo(16000)
+    expect(attr('[data-stage="wm"]', 'opacity')).toBe('1.0000')
+    expect(attr('[data-stage="thinking"]', 'opacity')).toBe('0.0000')
+    expect(attr('[data-goo]', 'stdDeviation')).toBe('0.550')
+
+    advanceTo(CYCLE_MS + 2700)
+    expect(attr('[data-stage="orb"]', 'opacity')).toBe('1.0000')
+    expect(attr('[data-stage="wm"]', 'opacity')).toBe('0.0000')
+  })
+
+  it('stops requesting frames on unmount', () => {
+    advanceTo(500)
+    act(() => root?.unmount())
+    root = null
+    expect(pending).toHaveLength(0)
+  })
+})
diff --git a/apps/sim/app/(landing)/components/footer/components/footer-wordmark-loop/footer-wordmark-loop.tsx b/apps/sim/app/(landing)/components/footer/components/footer-wordmark-loop/footer-wordmark-loop.tsx
new file mode 100644
index 00000000000..f07058d2c1a
--- /dev/null
+++ b/apps/sim/app/(landing)/components/footer/components/footer-wordmark-loop/footer-wordmark-loop.tsx
@@ -0,0 +1,644 @@
+'use client'
+
+import { type CSSProperties, useEffect, useId, useRef } from 'react'
+import { cn } from '@sim/emcn'
+import { WORDMARK_PATHS, WORDMARK_VIEW_BOX } from '@/lib/branding/wordmark'
+
+/**
+ * The mark's ink: the platform's thinking-loader gradient tokens, so it follows
+ * the theme. Light resolves to the locked `GOO_GRADIENT` recipe; dark lifts it
+ * to the loader's light-on-dark material. Set through `style`, where `var()`
+ * is unambiguous, rather than as a presentation attribute.
+ */
+const INK_STOP_INNER = { stopColor: 'var(--thinking-ink-inner)' } as const satisfies CSSProperties
+const INK_STOP_OUTER = { stopColor: 'var(--thinking-ink-outer)' } as const satisfies CSSProperties
+
+/**
+ * The seven thinking-loader shapes in play order, each with its hold in ms.
+ * Order, holds, and every timing constant below are the master's - the
+ * "Sim loader wordmark" film's deterministic generator - so the footer plays
+ * the same choreography frame for frame.
+ */
+const SHAPES = [
+  ['metaballs', 2000],
+  ['relay', 1300],
+  ['compass', 2000],
+  ['corners', 800],
+  ['burst', 1300],
+  ['squeeze', 1200],
+  ['thinking', 2000],
+] as const
+
+type ShapeKey = (typeof SHAPES)[number][0]
+type StageKey = ShapeKey | 'orb' | 'wm'
+
+/** Crossfade between two consecutive shapes. */
+const MORPH = 500
+/** Liquid morph between the wordmark and the orb, on each side of the cycle. */
+const MORPH_LOGO = 1200
+/** Opening hold on the crisp wordmark. */
+const LOGO_HOLD = 1300
+/** Orb settle on either side of the shape cycle. */
+const ORB_BEAT = 450
+/** Closing hold on the wordmark before the loop wraps back to the opening hold. */
+const HOLD_LOGO_END = 1700
+const TAIL = 200
+/** Goo blur while liquid (through the cycle) and while crisp (the wordmark). */
+const GOO_HI = 5
+const GOO_LO = 0.55
+/** Post-threshold blur, about half a device pixel at the mark's largest size. */
+const EDGE_SMOOTHING = 0.16
+/**
+ * Shapes that restart from compact when they appear and play exactly one pulse
+ * of this many ms (just under a loop, so the dots reach the edge without
+ * snapping back) instead of free-running on the shared clock.
+ */
+const LOCAL_PULSE: Partial<Record<ShapeKey, number>> = { burst: 770 }
+/**
+ * Longest step the clock advances per frame. A background tab or a stalled
+ * frame resumes mid-choreography instead of skipping ahead.
+ */
+const MAX_FRAME_STEP = 100
+
+const T_LOGO_HOLD_END = LOGO_HOLD
+const T_INTRO_END = T_LOGO_HOLD_END + MORPH_LOGO
+const FIRST_SHAPE_START = T_INTRO_END + ORB_BEAT
+
+/** Lays the shapes end to end from the first shape's start. */
+function buildShapeWindows(): {
+  windows: Record<ShapeKey, readonly [number, number]>
+  end: number
+} {
+  const windows: Partial<Record<ShapeKey, readonly [number, number]>> = {}
+  let cursor = FIRST_SHAPE_START
+  for (const [key, hold] of SHAPES) {
+    windows[key] = [cursor, cursor + hold]
+    cursor += hold
+  }
+  return { windows: windows as Record<ShapeKey, readonly [number, number]>, end: cursor }
+}
+
+const { windows: SHAPE_WINDOWS, end: SHAPES_END } = buildShapeWindows()
+const T_OUTRO_START = SHAPES_END + ORB_BEAT
+const T_OUTRO_END = T_OUTRO_START + MORPH_LOGO
+/** One full pass: wordmark → orb → seven shapes → orb → wordmark. */
+const CYCLE_MS = T_OUTRO_END + HOLD_LOGO_END + TAIL
+
+interface Track {
+  /** Period in ms. */
+  dur: number
+  /** Play backwards on odd iterations. */
+  alt?: boolean
+  /** Linear timing instead of the CSS default ease. */
+  lin?: boolean
+  /** `[progress, x, y]` keyframes in stage units. */
+  stops: ReadonlyArray<readonly [number, number, number]>
+  /** Optional `[progress, opacity]` keyframes. */
+  op?: ReadonlyArray<readonly [number, number]>
+}
+
+/** Per-element motion tracks - the loader's CSS keyframes, evaluated analytically. */
+const TRACKS = {
+  metaballsA: {
+    dur: 1000,
+    alt: true,
+    stops: [
+      [0, 0, 0],
+      [0.9, 28, 0],
+      [1, 28, 0],
+    ],
+  },
+  metaballsB: {
+    dur: 1000,
+    alt: true,
+    stops: [
+      [0, 0, 0],
+      [0.9, -28, 0],
+      [1, -28, 0],
+    ],
+  },
+  relayBall: {
+    dur: 1300,
+    lin: true,
+    stops: [
+      [0, 0, 0],
+      [1, 58, 0],
+    ],
+    op: [
+      [0, 0],
+      [0.2, 1],
+      [0.78, 1],
+      [1, 0],
+    ],
+  },
+  compassMover: {
+    dur: 2000,
+    stops: [
+      [0, 0, 0],
+      [0.25, 27, 27],
+      [0.5, 0, 54],
+      [0.75, -27, 27],
+      [1, 0, 0],
+    ],
+  },
+  cornersA: {
+    dur: 800,
+    stops: [
+      [0, 0, 0],
+      [1, 46, 0],
+    ],
+  },
+  cornersB: {
+    dur: 800,
+    stops: [
+      [0, 0, 0],
+      [1, 0, 46],
+    ],
+  },
+  cornersC: {
+    dur: 800,
+    stops: [
+      [0, 0, 0],
+      [1, -46, 0],
+    ],
+  },
+  cornersD: {
+    dur: 800,
+    stops: [
+      [0, 0, 0],
+      [1, 0, -46],
+    ],
+  },
+  burstUp: {
+    dur: 800,
+    stops: [
+      [0, 0, 0],
+      [1, 0, -50],
+    ],
+  },
+  burstDown: {
+    dur: 800,
+    stops: [
+      [0, 0, 0],
+      [1, 0, 50],
+    ],
+  },
+  burstLeft: {
+    dur: 800,
+    stops: [
+      [0, 0, 0],
+      [1, -50, 0],
+    ],
+  },
+  burstRight: {
+    dur: 800,
+    stops: [
+      [0, 0, 0],
+      [1, 50, 0],
+    ],
+  },
+  squeezeBarL: {
+    dur: 600,
+    alt: true,
+    stops: [
+      [0, 0, 0],
+      [0.3, 0, 0],
+      [1, 10, 0],
+    ],
+  },
+  squeezeBarR: {
+    dur: 600,
+    alt: true,
+    stops: [
+      [0, 0, 0],
+      [0.3, 0, 0],
+      [1, -10, 0],
+    ],
+  },
+  thinkA: {
+    dur: 1600,
+    alt: true,
+    stops: [
+      [0, 0, 0],
+      [1, -20, -14],
+    ],
+  },
+  thinkB: {
+    dur: 1900,
+    alt: true,
+    stops: [
+      [0, 0, 0],
+      [1, 22, -10],
+    ],
+  },
+  thinkC: {
+    dur: 1300,
+    alt: true,
+    stops: [
+      [0, 0, 0],
+      [1, 2, 22],
+    ],
+  },
+} as const satisfies Record<string, Track>
+
+type AnimKey = keyof typeof TRACKS
+
+const clamp01 = (x: number): number => Math.max(0, Math.min(1, x))
+
+/** A CSS `cubic-bezier` timing function, solved for `x` by Newton iteration. */
+function cubicBezier(
+  p1x: number,
+  p1y: number,
+  p2x: number,
+  p2y: number
+): (progress: number) => number {
+  const cx = 3 * p1x
+  const bx = 3 * (p2x - p1x) - cx
+  const ax = 1 - cx - bx
+  const cy = 3 * p1y
+  const by = 3 * (p2y - p1y) - cy
+  const ay = 1 - cy - by
+  const sampleX = (t: number) => ((ax * t + bx) * t + cx) * t
+  const sampleY = (t: number) => ((ay * t + by) * t + cy) * t
+  const slopeX = (t: number) => (3 * ax * t + 2 * bx) * t + cx
+  return (progress) => {
+    let t = progress
+    for (let i = 0; i < 8; i++) {
+      const error = sampleX(t) - progress
+      if (Math.abs(error) < 1e-6) break
+      const slope = slopeX(t)
+      if (Math.abs(slope) < 1e-6) break
+      t -= error / slope
+    }
+    return sampleY(clamp01(t))
+  }
+}
+
+/** The CSS default `ease`. */
+const EASE = cubicBezier(0.25, 0.1, 0.25, 1)
+const LINEAR = (progress: number): number => progress
+
+/** Hermite smoothstep from `a` to `b`. */
+function smooth(a: number, b: number, x: number): number {
+  const t = clamp01((x - a) / (b - a))
+  return t * t * (3 - 2 * t)
+}
+
+/** Opacity envelope: rises over `[t0, t1]`, holds, falls over `[t2, t3]`. */
+function envelope(t: number, t0: number, t1: number, t2: number, t3: number): number {
+  return Math.min(smooth(t0, t1, t), 1 - smooth(t2, t3, t))
+}
+
+/** The keyframe pair around `frac` and the clamped progress between them. */
+function segment<T extends readonly [number, ...number[]]>(
+  stops: ReadonlyArray<T>,
+  frac: number
+): { a: T; b: T; p: number } {
+  let a = stops[0]
+  let b = stops[stops.length - 1]
+  for (let i = 0; i < stops.length - 1; i++) {
+    if (frac >= stops[i][0] && frac <= stops[i + 1][0]) {
+      a = stops[i]
+      b = stops[i + 1]
+      break
+    }
+  }
+  const span = b[0] - a[0] || 1
+  return { a, b, p: clamp01((frac - a[0]) / span) }
+}
+
+interface Sample {
+  x: number
+  y: number
+  opacity: number
+}
+
+/** Position and opacity of a track at `at` ms on its own clock. */
+function sampleTrack(track: Track, at: number): Sample {
+  const raw = at / track.dur
+  const iteration = Math.floor(raw)
+  let frac = raw - iteration
+  if (track.alt && iteration % 2 === 1) frac = 1 - frac
+  const { a, b, p } = segment(track.stops, frac)
+  const eased = (track.lin ? LINEAR : EASE)(p)
+  const x = a[1] + (b[1] - a[1]) * eased
+  const y = a[2] + (b[2] - a[2]) * eased
+  let opacity = 1
+  if (track.op) {
+    const o = segment(track.op, frac)
+    opacity = o.a[1] + (o.b[1] - o.a[1]) * o.p
+  }
+  return { x, y, opacity }
+}
+
+/**
+ * The wordmark's width inside the 100-unit stage - the generator's 816×392
+ * mark at 0.11164, so the word sits at the same size relative to the orb.
+ */
+const WORDMARK_WIDTH = 91.1
+const WORDMARK_SCALE = WORDMARK_WIDTH / WORDMARK_VIEW_BOX.width
+const WORDMARK_HEIGHT = WORDMARK_VIEW_BOX.height * WORDMARK_SCALE
+const WORDMARK_X = (100 - WORDMARK_WIDTH) / 2
+const WORDMARK_Y = (100 - WORDMARK_HEIGHT) / 2
+const WORDMARK_CX = WORDMARK_VIEW_BOX.width / 2
+const WORDMARK_CY = WORDMARK_VIEW_BOX.height / 2
+
+const round = (n: number): string => n.toFixed(3)
+
+interface AnimatedNode {
+  el: SVGGraphicsElement
+  track: Track
+  stage: ShapeKey
+}
+
+interface StageNode {
+  el: SVGGElement
+  key: StageKey
+}
+
+/**
+ * Paints one frame of the choreography at `t` ms into the cycle by writing
+ * SVG attributes directly - no React render per frame.
+ */
+function paintFrame(
+  t: number,
+  blur: SVGFEGaussianBlurElement,
+  stages: StageNode[],
+  anims: AnimatedNode[]
+): void {
+  for (const { el, track, stage } of anims) {
+    const pulse = LOCAL_PULSE[stage]
+    const clock =
+      pulse === undefined
+        ? t
+        : Math.max(0, Math.min(t - (SHAPE_WINDOWS[stage][0] + MORPH / 2), pulse))
+    const sample = sampleTrack(track, clock)
+    el.setAttribute('transform', `translate(${round(sample.x)} ${round(sample.y)})`)
+    if (track.op) el.setAttribute('opacity', sample.opacity.toFixed(4))
+  }
+
+  const introLogo = 1 - smooth(T_LOGO_HOLD_END, T_INTRO_END, t)
+  const outroLogo = smooth(T_OUTRO_START, T_OUTRO_END, t)
+  const logo = Math.max(introLogo, outroLogo)
+  const orbIn = envelope(
+    t,
+    T_LOGO_HOLD_END,
+    T_INTRO_END,
+    FIRST_SHAPE_START - MORPH / 2,
+    FIRST_SHAPE_START + MORPH / 2
+  )
+  const orbOut = envelope(
+    t,
+    SHAPES_END - MORPH / 2,
+    SHAPES_END + MORPH / 2,
+    T_OUTRO_START,
+    T_OUTRO_END
+  )
+  const orb = Math.max(orbIn, orbOut)
+
+  for (const { el, key } of stages) {
+    let opacity: number
+    if (key === 'wm') opacity = logo
+    else if (key === 'orb') opacity = orb
+    else {
+      const [start, end] = SHAPE_WINDOWS[key]
+      opacity = envelope(t, start - MORPH / 2, start + MORPH / 2, end - MORPH / 2, end + MORPH / 2)
+    }
+    el.setAttribute('opacity', opacity.toFixed(4))
+  }
+
+  const liquid = Math.min(
+    smooth(T_LOGO_HOLD_END, T_INTRO_END, t),
+    1 - smooth(T_OUTRO_START, T_OUTRO_END, t)
+  )
+  const deviation = round(GOO_LO + (GOO_HI - GOO_LO) * liquid)
+  if (blur.getAttribute('stdDeviation') !== deviation) blur.setAttribute('stdDeviation', deviation)
+}
+
+interface FooterWordmarkLoopProps {
+  /** Layout only - margins and alignment. The mark owns its size and chrome. */
+  className?: string
+}
+
+/**
+ * The footer's closing brand beat: the "Sim loader wordmark" film, live. The
+ * crisp `sim` wordmark goo-melts into the thinking loader's orb, cycles through
+ * all seven loader shapes with gooey morphs between them, settles back to the
+ * orb, and liquid-morphs back into the wordmark - then holds and repeats.
+ * Same geometry, goo filter, ink gradient, and timeline as the master
+ * generator and the product's `ThinkingLoader`, drawn in one 100-unit SVG
+ * stage that scales with the viewport.
+ *
+ * The stage reserves a 5:3 slot rather than its full square: the crisp wordmark
+ * only ever needs the middle band, and the orb and shapes overflow symmetrically
+ * into the beat's margins while they play, so the footer stays short enough to
+ * sit on one screen together with its link directory.
+ *
+ * Rendering budget: the server renders the resting frame (crisp wordmark) so
+ * the mark is in the HTML with zero layout shift and needs no JS to look
+ * finished. The `requestAnimationFrame` loop only runs while the stage is in
+ * the viewport, writes attributes straight to the SVG (no React render per
+ * frame), and never starts under `prefers-reduced-motion`, where the wordmark
+ * simply stays put.
+ */
+export function FooterWordmarkLoop({ className }: FooterWordmarkLoopProps) {
+  const svgRef = useRef<SVGSVGElement>(null)
+  const id = useId().replace(/[^a-zA-Z0-9-]/g, '')
+  const gooId = `fwl-goo-${id}`
+  const inkId = `fwl-ink-${id}`
+  const wordmarkInkId = `fwl-wm-ink-${id}`
+  const clipId = `fwl-clip-${id}`
+  const windowId = `fwl-window-${id}`
+
+  useEffect(() => {
+    const svg = svgRef.current
+    if (!svg) return
+    const blur = svg.querySelector<SVGFEGaussianBlurElement>('[data-goo]')
+    if (!blur) return
+
+    const stages: StageNode[] = Array.from(
+      svg.querySelectorAll<SVGGElement>('[data-stage]'),
+      (el) => ({ el, key: el.getAttribute('data-stage') as StageKey })
+    )
+    const anims: AnimatedNode[] = []
+    for (const el of svg.querySelectorAll<SVGGraphicsElement>('[data-anim]')) {
+      const stage = el.closest('[data-stage]')?.getAttribute('data-stage') as ShapeKey | undefined
+      if (stage) anims.push({ el, track: TRACKS[el.getAttribute('data-anim') as AnimKey], stage })
+    }
+
+    const reducedMotion = window.matchMedia?.('(prefers-reduced-motion: reduce)')
+    let frame: number | null = null
+    let previous: number | null = null
+    let elapsed = 0
+    let inView = false
+
+    const tick = (now: number) => {
+      if (previous !== null) elapsed += Math.min(now - previous, MAX_FRAME_STEP)
+      previous = now
+      paintFrame(elapsed % CYCLE_MS, blur, stages, anims)
+      frame = requestAnimationFrame(tick)
+    }
+    const play = () => {
+      if (frame !== null || !inView || reducedMotion?.matches) return
+      previous = null
+      frame = requestAnimationFrame(tick)
+    }
+    const pause = () => {
+      if (frame === null) return
+      cancelAnimationFrame(frame)
+      frame = null
+    }
+    const onMotionPreference = () => {
+      if (reducedMotion?.matches) {
+        pause()
+        elapsed = 0
+        paintFrame(0, blur, stages, anims)
+      } else {
+        play()
+      }
+    }
+    reducedMotion?.addEventListener('change', onMotionPreference)
+
+    let observer: IntersectionObserver | undefined
+    if (typeof IntersectionObserver === 'undefined') {
+      inView = true
+      play()
+    } else {
+      observer = new IntersectionObserver(([entry]) => {
+        inView = entry.isIntersecting
+        if (inView) play()
+        else pause()
+      })
+      observer.observe(svg)
+    }
+
+    return () => {
+      pause()
+      observer?.disconnect()
+      reducedMotion?.removeEventListener('change', onMotionPreference)
+    }
+  }, [])
+
+  return (
+    <div className={cn('relative mx-auto aspect-[5/3] w-[clamp(180px,17vw,320px)]', className)}>
+      <svg
+        ref={svgRef}
+        viewBox='0 0 100 100'
+        aria-hidden='true'
+        className='-translate-y-1/2 absolute inset-x-0 top-1/2 aspect-square w-full overflow-visible'
+      >
+        <defs>
+          <filter
+            id={gooId}
+            x='-30%'
+            y='-30%'
+            width='160%'
+            height='160%'
+            colorInterpolationFilters='sRGB'
+          >
+            <feGaussianBlur data-goo='' in='SourceGraphic' stdDeviation={GOO_LO} result='blur' />
+            {/* A steep threshold: the melt between shapes keeps its liquid
+                merges, but every edge resolves within a pixel, so the mark
+                stays crisp at the cycle's full blur. */}
+            <feColorMatrix
+              in='blur'
+              values='1 0 0 0 0  0 1 0 0 0  0 0 1 0 0  0 0 0 40 -19'
+              result='goo'
+            />
+            {/* The threshold discards the rasterizer's edge coverage, so at the
+                resting blur the wordmark's edge fell inside a device pixel and
+                stair-stepped at the largest size. A sub-pixel blur after it
+                restores ordinary anti-aliasing without touching the melt. */}
+            <feGaussianBlur in='goo' stdDeviation={EDGE_SMOOTHING} />
+          </filter>
+          <radialGradient id={inkId} cx='0.5' cy='0.5' r='0.5'>
+            <stop style={INK_STOP_INNER} />
+            <stop offset='1' style={INK_STOP_OUTER} />
+          </radialGradient>
+          <radialGradient
+            id={wordmarkInkId}
+            cx='0'
+            cy='0'
+            r='1'
+            gradientUnits='userSpaceOnUse'
+            gradientTransform={`translate(${WORDMARK_CX} ${WORDMARK_CY}) rotate(90) scale(${WORDMARK_CY} ${WORDMARK_CX})`}
+          >
+            <stop style={INK_STOP_INNER} />
+            <stop offset='1' style={INK_STOP_OUTER} />
+          </radialGradient>
+          <clipPath id={clipId}>
+            <rect width='100' height='100' />
+          </clipPath>
+          <clipPath id={windowId}>
+            <rect x='12.5' y='12.5' width='75' height='75' />
+          </clipPath>
+        </defs>
+
+        <g
+          filter={`url(#${gooId})`}
+          fill={`url(#${inkId})`}
+          stroke={`url(#${inkId})`}
+          strokeWidth={0}
+        >
+          <g data-stage='metaballs' opacity={0} clipPath={`url(#${clipId})`}>
+            <circle data-anim='metaballsA' cx='22' cy='50' r='16' />
+            <circle data-anim='metaballsB' cx='78' cy='50' r='16' />
+          </g>
+          <g data-stage='relay' opacity={0} clipPath={`url(#${clipId})`}>
+            <rect x='13' y='28' width='16' height='44' />
+            <rect x='71' y='28' width='16' height='44' />
+            <circle data-anim='relayBall' cx='21' cy='50' r='14' />
+          </g>
+          <g data-stage='compass' opacity={0} clipPath={`url(#${clipId})`}>
+            <circle cx='50' cy='23' r='14' />
+            <circle cx='23' cy='50' r='14' />
+            <circle cx='77' cy='50' r='14' />
+            <circle cx='50' cy='77' r='14' />
+            <circle data-anim='compassMover' cx='50' cy='23' r='14' />
+          </g>
+          <g data-stage='corners' opacity={0} clipPath={`url(#${clipId})`}>
+            <rect x='27' y='27' width='46' height='46' />
+            <circle data-anim='cornersA' cx='27' cy='27' r='14' />
+            <circle data-anim='cornersB' cx='73' cy='27' r='14' />
+            <circle data-anim='cornersC' cx='73' cy='73' r='14' />
+            <circle data-anim='cornersD' cx='27' cy='73' r='14' />
+          </g>
+          <g data-stage='burst' opacity={0} clipPath={`url(#${windowId})`}>
+            <rect x='12.5' y='43.75' width='75' height='12.5' />
+            <rect x='43.75' y='12.5' width='12.5' height='75' />
+            <circle cx='50' cy='50' r='12.5' />
+            <circle data-anim='burstUp' cx='50' cy='50' r='12.5' />
+            <circle data-anim='burstDown' cx='50' cy='50' r='12.5' />
+            <circle data-anim='burstLeft' cx='50' cy='50' r='12.5' />
+            <circle data-anim='burstRight' cx='50' cy='50' r='12.5' />
+          </g>
+          <g data-stage='squeeze' opacity={0} clipPath={`url(#${clipId})`}>
+            <path d='M 21.36 37.5 A 31.25 31.25 0 0 1 78.64 37.5' fill='none' strokeWidth='12.5' />
+            <path d='M 21.36 62.5 A 31.25 31.25 0 0 0 78.64 62.5' fill='none' strokeWidth='12.5' />
+            <rect data-anim='squeezeBarL' x='15' y='37.5' width='12.5' height='25' />
+            <rect data-anim='squeezeBarR' x='72.5' y='37.5' width='12.5' height='25' />
+          </g>
+          <g data-stage='thinking' opacity={0} clipPath={`url(#${clipId})`}>
+            <circle cx='50' cy='50' r='15' />
+            <circle data-anim='thinkA' cx='50' cy='50' r='12' />
+            <circle data-anim='thinkB' cx='50' cy='50' r='12' />
+            <circle data-anim='thinkC' cx='50' cy='50' r='11' />
+          </g>
+          <g data-stage='orb' opacity={0}>
+            <circle cx='50' cy='50' r='42' />
+          </g>
+          <g
+            data-stage='wm'
+            opacity={1}
+            fill={`url(#${wordmarkInkId})`}
+            transform={`translate(${round(WORDMARK_X)} ${round(WORDMARK_Y)}) scale(${WORDMARK_SCALE.toFixed(5)})`}
+          >
+            {WORDMARK_PATHS.map((d) => (
+              <path key={d} d={d} />
+            ))}
+          </g>
+        </g>
+      </svg>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/footer/components/footer-wordmark-loop/index.ts b/apps/sim/app/(landing)/components/footer/components/footer-wordmark-loop/index.ts
new file mode 100644
index 00000000000..0df08ea7389
--- /dev/null
+++ b/apps/sim/app/(landing)/components/footer/components/footer-wordmark-loop/index.ts
@@ -0,0 +1 @@
+export { FooterWordmarkLoop } from './footer-wordmark-loop'
diff --git a/apps/sim/app/(landing)/components/footer/components/theme-toggle/index.ts b/apps/sim/app/(landing)/components/footer/components/theme-toggle/index.ts
new file mode 100644
index 00000000000..694671e5d77
--- /dev/null
+++ b/apps/sim/app/(landing)/components/footer/components/theme-toggle/index.ts
@@ -0,0 +1 @@
+export { ThemeToggle } from './theme-toggle'
diff --git a/apps/sim/app/(landing)/components/footer/components/theme-toggle/theme-toggle.tsx b/apps/sim/app/(landing)/components/footer/components/theme-toggle/theme-toggle.tsx
new file mode 100644
index 00000000000..ed9551b44d1
--- /dev/null
+++ b/apps/sim/app/(landing)/components/footer/components/theme-toggle/theme-toggle.tsx
@@ -0,0 +1,90 @@
+'use client'
+
+import { useId, useSyncExternalStore } from 'react'
+import { cn } from '@sim/emcn'
+import { Moon, Sun } from '@sim/emcn/icons'
+import { useTheme } from 'next-themes'
+
+/**
+ * The two themes on offer, in reading order. `system` is deliberately absent:
+ * the marketing site is light by design and dark is an explicit choice, so the
+ * control is a plain either/or.
+ */
+const OPTIONS = [
+  { value: 'light', label: 'Light theme', Icon: Sun },
+  { value: 'dark', label: 'Dark theme', Icon: Moon },
+] as const
+
+type ThemeOption = (typeof OPTIONS)[number]['value']
+
+const SEGMENT =
+  'flex size-[22px] items-center justify-center rounded-full transition-colors duration-150 peer-focus-visible:outline peer-focus-visible:outline-2 peer-focus-visible:outline-[var(--text-secondary)] peer-focus-visible:outline-offset-2'
+
+/**
+ * The selected segment is painted by the theme class on `<html>`, not by React
+ * state: next-themes puts that class on the document before first paint, so
+ * the right segment already reads as selected in the server HTML and never
+ * flips after hydration. Each segment carries both states and the `dark:` pair
+ * picks one.
+ */
+const SEGMENT_TONE: Record<ThemeOption, string> = {
+  light:
+    'bg-[var(--surface-active)] text-[var(--text-primary)] dark:bg-transparent dark:text-[var(--text-muted)] dark:hover-hover:text-[var(--text-primary)]',
+  dark: 'text-[var(--text-muted)] hover-hover:text-[var(--text-primary)] dark:bg-[var(--surface-active)] dark:text-[var(--text-primary)]',
+}
+
+const subscribeToNothing = () => () => {}
+
+/**
+ * `true` once hydrated, `false` in server HTML and during hydration - the
+ * store-backed form React reconciles without a mismatch, unlike an effect that
+ * flips state after mount.
+ */
+function useHydrated(): boolean {
+  return useSyncExternalStore(
+    subscribeToNothing,
+    () => true,
+    () => false
+  )
+}
+
+/**
+ * Footer light/dark switch: a hairline pill holding a sun and a moon, with the
+ * current theme's segment filled. Picking a segment writes the visitor's
+ * choice through next-themes into the marketing surface's own store
+ * (`sim-landing-theme`), separate from the workspace's account-synced theme.
+ *
+ * Native radios provide a single tab stop and arrow-key selection. Checked
+ * state waits for hydration because the server cannot read the stored theme;
+ * the visual selection already follows the document theme before hydration.
+ */
+export function ThemeToggle() {
+  const groupName = useId()
+  const { resolvedTheme, setTheme } = useTheme()
+  const hydrated = useHydrated()
+
+  return (
+    <div
+      role='radiogroup'
+      aria-label='Color theme'
+      className='inline-flex items-center gap-[2px] rounded-full border border-[var(--border)] p-[2px]'
+    >
+      {OPTIONS.map(({ value, label, Icon }) => (
+        <label key={value} className='relative cursor-pointer'>
+          <input
+            type='radio'
+            name={groupName}
+            value={value}
+            aria-label={label}
+            checked={hydrated && resolvedTheme === value}
+            onChange={() => setTheme(value)}
+            className='peer sr-only'
+          />
+          <span className={cn(SEGMENT, SEGMENT_TONE[value])}>
+            <Icon className='size-[13px]' />
+          </span>
+        </label>
+      ))}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/footer/footer.tsx b/apps/sim/app/(landing)/components/footer/footer.tsx
index 5c74a5a7e8f..18e15235a1d 100644
--- a/apps/sim/app/(landing)/components/footer/footer.tsx
+++ b/apps/sim/app/(landing)/components/footer/footer.tsx
@@ -1,6 +1,10 @@
+import { cn } from '@sim/emcn'
 import Link from 'next/link'
 import { ConsentPreferencesTrigger } from '@/app/_shell/consent/consent-preferences-trigger'
 import { ALL_COMPETITORS } from '@/app/(landing)/comparisons/utils'
+import { FooterWordmarkLoop } from '@/app/(landing)/components/footer/components/footer-wordmark-loop'
+import { ThemeToggle } from '@/app/(landing)/components/footer/components/theme-toggle'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
 import { SimWordmark } from '@/app/(landing)/components/navbar/components/sim-wordmark'
 import { MODEL_PROVIDERS_WITH_CATALOGS } from '@/app/(landing)/models/utils'
 
@@ -12,15 +16,26 @@ import { MODEL_PROVIDERS_WITH_CATALOGS } from '@/app/(landing)/models/utils'
  * The closing CTA lives in its own {@link Cta} section above; this is purely the
  * `<footer>` landmark.
  *
+ * The wordmark cell also carries the {@link ThemeToggle} - the site's light/dark
+ * switch - tucked under the mark, where a visitor looking for the dark version
+ * of the site finds it without it competing with the link directory.
+ *
+ * Below the link directory, the site signs off on a large centered
+ * {@link FooterWordmarkLoop} - the wordmark melting into the thinking loader
+ * and back - sitting between the columns and the copyright line the way
+ * Legora closes its footer on a giant wordmark. Responsive top spacing gives
+ * the mark its own beat after the columns, followed by the copyright line.
+ *
  * Carries `SiteNavigationElement` schema for crawlable footer nav. A top
  * hairline separates it from the page and spans the full viewport width
  * (edge-to-edge): the border lives on the full-width `<footer>` landmark while
- * an inner container caps and centers the content at the shared
- * `max-w-[1460px]` with the same `px-20` gutter as every section above.
+ * an inner container caps and centers the content at
+ * {@link LANDING_CONTENT_WIDTH} with {@link LANDING_GUTTER}, matching every
+ * section above.
  */
 
 const LINK_CLASS =
-  'text-left text-sm text-[var(--text-muted)] transition-colors hover:text-[var(--text-primary)]'
+  'text-left text-sm text-[var(--text-secondary)] transition-colors hover:text-[var(--text-primary)]'
 
 interface FooterLinkItem {
   label: string
@@ -41,10 +56,10 @@ interface FooterProps {
 
 /**
  * Platform modules link to their local landing pages (internal link equity
- * stays on the ranking pages); docs-only surfaces (MCP, API, Self Hosting)
- * and Status remain external.
+ * stays on the ranking pages); docs-only surfaces remain external.
  */
 const PRODUCT_LINKS: FooterItem[] = [
+  { label: 'Overview', href: '/platform' },
   { label: 'Enterprise', href: '/enterprise' },
   { label: 'Chat', href: 'https://docs.sim.ai/mothership', external: true },
   { label: 'Workflows', href: '/workflows' },
@@ -54,17 +69,20 @@ const PRODUCT_LINKS: FooterItem[] = [
   { label: 'Logs', href: '/logs' },
   { label: 'MCP', href: 'https://docs.sim.ai/agents/mcp', external: true },
   { label: 'API', href: 'https://docs.sim.ai/api-reference/getting-started', external: true },
+  { label: 'CLI', href: 'https://docs.sim.ai/cli', external: true },
   { label: 'Self Hosting', href: 'https://docs.sim.ai/platform/self-hosting', external: true },
-  { label: 'Status', href: 'https://status.sim.ai', external: true },
 ]
 
 const RESOURCES_LINKS: FooterItem[] = [
+  { label: 'Customers', href: '/customers' },
   { label: 'Blog', href: '/blog' },
   { label: 'Docs', href: 'https://docs.sim.ai', external: true },
   { label: 'Library', href: '/library' },
   { label: 'Careers', href: '/careers' },
   { label: 'Changelog', href: '/changelog' },
   { label: 'Contact', href: '/contact' },
+  { label: 'Status', href: 'https://status.sim.ai', external: true },
+  { label: 'Security', href: 'https://trust.sim.ai', external: true },
 ]
 
 /** Top model providers, sourced from the catalog so labels/hrefs never drift. */
@@ -161,21 +179,22 @@ function FooterColumn({ title, items }: { title: string; items: FooterItem[] })
 
 export function Footer({ showConsentPreferences = false }: FooterProps) {
   return (
-    <footer className='mt-[120px] w-full border-[var(--border)] border-t max-sm:mt-16 max-lg:mt-[88px]'>
-      <div className='mx-auto w-full max-w-[1460px] px-20 pt-16 pb-16 max-sm:px-5 max-lg:px-8 max-lg:pt-12 max-lg:pb-12'>
+    <footer className='w-full border-[var(--border)] border-t'>
+      <div
+        className={cn('pt-16 pb-6 max-sm:pb-5 max-lg:pt-12', LANDING_CONTENT_WIDTH, LANDING_GUTTER)}
+      >
         <nav
           aria-label='Footer navigation'
           itemScope
           itemType='https://schema.org/SiteNavigationElement'
           className='grid grid-cols-8 gap-x-8 gap-y-10 max-sm:grid-cols-2 max-sm:gap-y-8 max-lg:grid-cols-3'
         >
-          <Link
-            href='/'
-            aria-label='Sim home'
-            className='flex h-[18px] items-center max-lg:col-span-full max-lg:mb-2'
-          >
-            <SimWordmark />
-          </Link>
+          <div className='flex flex-col items-start gap-5 max-lg:col-span-full max-lg:mb-2'>
+            <Link href='/' aria-label='Sim home' className='flex h-[18px] items-center'>
+              <SimWordmark />
+            </Link>
+            <ThemeToggle />
+          </div>
 
           <FooterColumn title='Product' items={PRODUCT_LINKS} />
           <FooterColumn title='Resources' items={RESOURCES_LINKS} />
@@ -191,7 +210,11 @@ export function Footer({ showConsentPreferences = false }: FooterProps) {
           />
         </nav>
 
-        <p className='mt-16 text-[var(--text-muted)] text-sm'>© 2026 Sim. All rights reserved.</p>
+        <FooterWordmarkLoop className='mt-[120px] max-sm:mt-16 max-lg:mt-[88px]' />
+
+        <p className='mt-16 text-[var(--text-secondary)] text-sm'>
+          © 2026 Sim. All rights reserved.
+        </p>
       </div>
     </footer>
   )
diff --git a/apps/sim/app/(landing)/components/hero-cta/hero-cta.tsx b/apps/sim/app/(landing)/components/hero-cta/hero-cta.tsx
index ff392fd0b2a..e8b9d04c3bc 100644
--- a/apps/sim/app/(landing)/components/hero-cta/hero-cta.tsx
+++ b/apps/sim/app/(landing)/components/hero-cta/hero-cta.tsx
@@ -1,40 +1,42 @@
-import { ChipLink, cn } from '@sim/emcn'
+import { LandingCtaLink, type LandingCtaSection } from '@/app/(landing)/components/landing-cta-link'
 import { DEMO_HREF, SIGNUP_HREF } from '@/app/(landing)/constants'
 
-/**
- * Hero-scale sizing shared by both CTAs - one step up from the navbar's 30px
- * chip: 36px tall, 15px label (the chip's inner span inherits it), horizontal
- * padding in `em` at the chip's native 8/14 ratio so it scales with the text.
- */
-const CTA_SIZE = 'h-[36px] px-[0.571em] text-[15px] [&>span]:[font-size:inherit]'
+const DEMO_LABEL = 'Request a demo'
 
-/**
- * The canonical landing call-to-action - a dark "Request a demo" chip beside an
- * outline "Sign up" chip. This is the single source of truth for the CTA used
- * by both the landing hero and every platform hero, so the two never drift.
- *
- * Both CTAs are the same global {@link ChipLink} chrome the navbar's auth
- * cluster uses - "Request a demo" is the `primary` (filled) variant like the
- * navbar's "Sign up"; "Sign up" here is the default chip with the
- * `--border-1` outline like the navbar's "Contact sales" - scaled up one step
- * via {@link CTA_SIZE} (the sanctioned size overrides; chrome stays the chip's).
- *
- * Server Component; owns its own internal spacing. Consumers place it in their
- * own stack and pass nothing.
- */
-export function HeroCta() {
+interface HeroCtaProps {
+  /** Standard 36px actions for platform heroes; 40px display actions for the homepage. */
+  size?: 'default' | 'display'
+  /** Platform and solutions heroes use "Sign up"; the homepage uses "Start building". */
+  secondaryLabel?: 'Start building' | 'Sign up'
+  /** Reports each click as a `landing_cta_clicked` event under this section. */
+  trackingSection?: LandingCtaSection
+}
+
+/** Shared filled demo action and outlined self-serve action, stacked on phones. */
+export function HeroCta({
+  size = 'default',
+  secondaryLabel = 'Sign up',
+  trackingSection,
+}: HeroCtaProps) {
   return (
     <div className='flex items-center gap-2 max-sm:w-full max-sm:flex-col max-sm:items-stretch'>
-      <ChipLink variant='primary' href={DEMO_HREF} className={CTA_SIZE}>
-        Request a demo
-      </ChipLink>
-      <ChipLink
+      <LandingCtaLink
+        href={DEMO_HREF}
+        size={size}
+        withArrow
+        track={trackingSection && { label: DEMO_LABEL, section: trackingSection }}
+      >
+        {DEMO_LABEL}
+      </LandingCtaLink>
+      <LandingCtaLink
+        variant='outline'
         href={SIGNUP_HREF}
         prefetch={false}
-        className={cn(CTA_SIZE, 'border border-[var(--border-1)] max-sm:justify-center')}
+        size={size}
+        track={trackingSection && { label: secondaryLabel, section: trackingSection }}
       >
-        Sign up
-      </ChipLink>
+        {secondaryLabel}
+      </LandingCtaLink>
     </div>
   )
 }
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-announcement-chip/hero-announcement-chip.test.tsx b/apps/sim/app/(landing)/components/hero/components/hero-announcement-chip/hero-announcement-chip.test.tsx
new file mode 100644
index 00000000000..87f01b75722
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-announcement-chip/hero-announcement-chip.test.tsx
@@ -0,0 +1,52 @@
+/**
+ * @vitest-environment node
+ */
+import type { ComponentType, ReactNode } from 'react'
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+  ChipLink: ({
+    children,
+    href,
+    leftAdornment,
+    rightIcon: RightIcon,
+    variant,
+  }: {
+    children: ReactNode
+    href: string
+    leftAdornment?: ReactNode
+    rightIcon?: ComponentType
+    variant?: string
+  }) => (
+    <a href={href} data-variant={variant}>
+      {leftAdornment}
+      {children}
+      {RightIcon ? <RightIcon /> : null}
+    </a>
+  ),
+  ChipTag: ({ children, variant }: { children: ReactNode; variant?: string }) => (
+    <span data-tag-variant={variant}>{children}</span>
+  ),
+}))
+
+vi.mock('@/app/(landing)/components/chevron-arrow', () => ({
+  ChevronArrow: () => <svg data-chevron-arrow aria-hidden='true' />,
+}))
+
+import { HeroAnnouncementChip } from '@/app/(landing)/components/hero/components/hero-announcement-chip/hero-announcement-chip'
+
+describe('HeroAnnouncementChip', () => {
+  it('announces GPT-6 Astra and links to Start building', () => {
+    const markup = renderToStaticMarkup(<HeroAnnouncementChip />)
+
+    expect(markup).toContain('data-variant="outline"')
+    expect(markup).toContain('data-tag-variant="gray"')
+    expect(markup).toContain('href="/signup"')
+    expect(markup).toContain('New')
+    expect(markup).toContain('Use GPT-6 Astra')
+    expect(markup).toContain('Now available')
+    expect(markup).toContain('data-chevron-arrow')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-announcement-chip/hero-announcement-chip.tsx b/apps/sim/app/(landing)/components/hero/components/hero-announcement-chip/hero-announcement-chip.tsx
new file mode 100644
index 00000000000..862f9072f24
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-announcement-chip/hero-announcement-chip.tsx
@@ -0,0 +1,48 @@
+'use client'
+
+import { ChipLink, ChipTag, cn } from '@sim/emcn'
+import { ChevronArrow } from '@/app/(landing)/components/chevron-arrow'
+import { SIGNUP_HREF } from '@/app/(landing)/constants'
+
+interface AnnouncementArrowProps {
+  className?: string
+}
+
+function AnnouncementArrow({ className }: AnnouncementArrowProps) {
+  return <ChevronArrow className={cn(className, 'size-3')} strokeWidth={1} />
+}
+
+/** Rounded announcement with a compact status badge and a single linked action. */
+export function HeroAnnouncementChip() {
+  return (
+    <ChipLink
+      variant='outline'
+      href={SIGNUP_HREF}
+      prefetch={false}
+      rightIcon={AnnouncementArrow}
+      leftAdornment={
+        <ChipTag
+          variant='gray'
+          className='h-4 shrink-0 rounded-full bg-transparent px-1.5 font-medium text-[10px] uppercase leading-none tracking-[0.06em]'
+        >
+          New
+        </ChipTag>
+      }
+      className={cn(
+        'group/link h-8 max-w-full gap-2 rounded-full bg-[var(--surface-2)] pr-3 pl-2 text-[13px] duration-150 [&>span.flex-1]:[font-size:inherit]',
+        'hover-hover:bg-[var(--surface-3)]',
+        'focus-visible:outline focus-visible:outline-1 focus-visible:outline-[var(--text-primary)] focus-visible:outline-offset-4'
+      )}
+    >
+      <span className='inline-flex min-w-0 items-center gap-1'>
+        <span className='truncate font-medium text-[var(--text-primary)]'>Use GPT-6 Astra</span>
+        <span aria-hidden='true' className='text-[var(--text-muted)] max-sm:hidden'>
+          ·
+        </span>
+        <span className='whitespace-nowrap text-[var(--text-secondary)] max-sm:hidden'>
+          Now available
+        </span>
+      </span>
+    </ChipLink>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-announcement-chip/index.ts b/apps/sim/app/(landing)/components/hero/components/hero-announcement-chip/index.ts
new file mode 100644
index 00000000000..016a3437538
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-announcement-chip/index.ts
@@ -0,0 +1 @@
+export { HeroAnnouncementChip } from './hero-announcement-chip'
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-loop.test.tsx b/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-loop.test.tsx
new file mode 100644
index 00000000000..d6139257829
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-loop.test.tsx
@@ -0,0 +1,216 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, type ReactNode } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import {
+  HeroChatLoop,
+  type HeroChatPhase,
+} from '@/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-loop'
+import type { AgentGroupItem } from '@/app/workspace/[workspaceId]/home/components/message-content/components'
+import { ToolCallStatus } from '@/app/workspace/[workspaceId]/home/types'
+
+interface AgentGroupProps {
+  agentName: string
+  agentLabel: string
+  items: AgentGroupItem[]
+  isStreaming?: boolean
+  isLaneOpen?: boolean
+}
+
+const { renderAgentGroup, renderPendingIndicator } = vi.hoisted(() => ({
+  renderAgentGroup: vi.fn<(props: AgentGroupProps) => void>(),
+  renderPendingIndicator: vi.fn<(props: { label: string }) => void>(),
+}))
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | undefined>) => values.filter(Boolean).join(' '),
+  Button: ({ children }: { children: ReactNode }) => <button type='button'>{children}</button>,
+  Tooltip: {
+    Root: ({ children }: { children: ReactNode }) => children,
+    Trigger: ({ children }: { children: ReactNode }) => children,
+    Content: () => null,
+  },
+}))
+vi.mock('@sim/emcn/icons', () => ({
+  Workflow: () => null,
+  Mic: () => null,
+  Paperclip: () => null,
+  Plus: () => null,
+  Slash: () => null,
+  X: () => null,
+}))
+vi.mock('@/app/(landing)/components/hero/components/hero-chat-welcome', () => ({
+  HeroChatWelcome: () => null,
+}))
+vi.mock('@/app/(landing)/components/hero/components/hero-platform-loop/sidebar-hotspots', () => ({
+  HERO_TOOLTIP_OFFSET: 8,
+}))
+vi.mock(
+  '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group-view',
+  () => ({
+    AgentGroupView: (props: AgentGroupProps) => {
+      renderAgentGroup(props)
+      return <section aria-label={props.agentLabel}>{props.agentLabel}</section>
+    },
+  })
+)
+vi.mock('@/app/(landing)/components/hero/components/hero-chat-loop/hero-tool-call-item', () => ({
+  HeroToolCallItem: () => null,
+}))
+vi.mock(
+  '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/pending-tag-indicator',
+  () => ({
+    PendingTagIndicator: (props: { label: string }) => {
+      renderPendingIndicator(props)
+      return <output>{props.label}</output>
+    },
+  })
+)
+vi.mock(
+  '@/app/workspace/[workspaceId]/home/components/message-content/components/question',
+  () => ({
+    parseQuestionAnswerMessage: () => undefined,
+    QuestionDisplay: () => <p>What would you like to do next?</p>,
+  })
+)
+vi.mock(
+  '@/app/workspace/[workspaceId]/home/components/user-input/components/send-button/send-button',
+  () => ({ SendButton: () => null })
+)
+
+let host: HTMLDivElement
+let root: Root
+
+beforeEach(() => {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  vi.useFakeTimers()
+  vi.clearAllMocks()
+  vi.stubGlobal('matchMedia', () => ({
+    matches: true,
+    addEventListener: () => {},
+    removeEventListener: () => {},
+  }))
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.useRealTimers()
+  vi.unstubAllGlobals()
+})
+
+function renderPhase(phase: HeroChatPhase) {
+  act(() => {
+    root.render(
+      <HeroChatLoop
+        phase={phase}
+        fading={false}
+        userMessage='Enrich new leads and post to #sales.'
+        replyMessage='The workflow is ready to test with a sample lead.'
+        composerValue=''
+        isSending={phase !== 'reply'}
+        onComposerValueChange={vi.fn()}
+        onOpenWorkflowResource={vi.fn()}
+        onFollowUpSelect={vi.fn()}
+        onSubmit={vi.fn()}
+        onStopGeneration={vi.fn()}
+      />
+    )
+  })
+}
+
+function hasExecutingTool(items: AgentGroupItem[]): boolean {
+  return items.some((item) => item.type === 'tool' && item.data.status === ToolCallStatus.executing)
+}
+
+describe('HeroChatLoop production thinking handoff', () => {
+  it('shows the submitted prompt before assistant activity begins', () => {
+    renderPhase('user')
+
+    expect(host.textContent).toContain('Enrich new leads and post to #sales.')
+    expect(host.querySelector('output')).toBeNull()
+    expect(renderAgentGroup).not.toHaveBeenCalled()
+    expect(renderPendingIndicator).not.toHaveBeenCalled()
+  })
+
+  it.each([
+    ['thinking', 'Thinking…'],
+    ['dispatching', 'Dispatching…'],
+  ] as const)('shows the production activity indicator alone during %s', (phase, label) => {
+    renderPhase(phase)
+
+    expect(host.querySelector('[data-chat-phase]')?.getAttribute('data-chat-phase')).toBe(phase)
+    expect(host.textContent).toContain('Enrich new leads and post to #sales.')
+    expect(host.querySelector('output')?.textContent).toBe(label)
+    expect(renderPendingIndicator).toHaveBeenLastCalledWith({ label })
+    expect(renderAgentGroup).not.toHaveBeenCalled()
+    expect(host.textContent).not.toContain('The workflow is ready')
+  })
+
+  it('keeps the activity indicator mounted while thinking hands off to dispatching', () => {
+    renderPhase('thinking')
+    const indicator = host.querySelector('output')
+    expect(indicator).not.toBeNull()
+
+    renderPhase('dispatching')
+
+    expect(host.querySelector('output')).toBe(indicator)
+    expect(indicator?.textContent).toBe('Dispatching…')
+    expect(renderAgentGroup).not.toHaveBeenCalled()
+  })
+
+  it('replaces the turn loader with Workflow Agent activity only once building begins', () => {
+    renderPhase('thinking')
+    renderPhase('dispatching')
+    renderPhase('building')
+
+    expect(host.querySelector('output')).toBeNull()
+    expect(host.querySelectorAll('section')).toHaveLength(1)
+    const props = renderAgentGroup.mock.lastCall?.[0]
+    expect(props).toMatchObject({
+      agentName: 'workflow',
+      agentLabel: 'Workflow Agent',
+      isStreaming: true,
+      isLaneOpen: true,
+    })
+    expect(props && hasExecutingTool(props.items)).toBe(true)
+    expect(host.textContent).not.toContain('The workflow is ready')
+  })
+
+  it('shows completed agent groups and the response after building finishes', () => {
+    renderPhase('reply')
+
+    expect(host.querySelector('output')).toBeNull()
+    expect(Array.from(host.querySelectorAll('section'), (group) => group.textContent)).toEqual([
+      'Workflow Agent',
+      'Sim',
+    ])
+    const groups = renderAgentGroup.mock.calls.map(([props]) => props)
+    expect(groups.every((group) => !group.isStreaming && !hasExecutingTool(group.items))).toBe(true)
+    expect(host.textContent).toContain('The workflow is ready to test with a sample lead.')
+    expect(host.textContent).toContain('What would you like to do next?')
+  })
+  it('reveals the reply before showing follow-up actions when motion is enabled', () => {
+    vi.stubGlobal('matchMedia', () => ({
+      matches: false,
+      addEventListener: () => {},
+      removeEventListener: () => {},
+    }))
+    renderPhase('reply')
+    expect(host.textContent).not.toContain('The workflow is ready')
+    expect(host.textContent).not.toContain('What would you like to do next?')
+
+    act(() => vi.advanceTimersByTime(110))
+    expect(host.textContent).toContain('The workflow')
+    expect(host.textContent).not.toContain('The workflow is ready to test with a sample lead.')
+
+    act(() => vi.advanceTimersByTime(1000))
+    expect(host.textContent).toContain('The workflow is ready to test with a sample lead.')
+    expect(host.textContent).toContain('What would you like to do next?')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-loop.tsx b/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-loop.tsx
index db21e5fedea..7fd3d1b9312 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-loop.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-loop.tsx
@@ -1,233 +1,392 @@
 'use client'
 
-import { useEffect, useState } from 'react'
-import { cn, Tooltip } from '@sim/emcn'
-import {
-  ArrowRight,
-  ArrowUp,
-  Duplicate,
-  Mic,
-  Paperclip,
-  Plus,
-  Slash,
-  ThumbsDown,
-  ThumbsUp,
-} from '@sim/emcn/icons'
-import { ThinkingLoader } from '@/components/ui'
+import { useRef, useState } from 'react'
+import { Button, cn, Tooltip } from '@sim/emcn'
+import { Mic, Paperclip, Plus, Slash, X } from '@sim/emcn/icons'
+import { HeroChatReply } from '@/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-reply'
+import { HeroToolCallItem } from '@/app/(landing)/components/hero/components/hero-chat-loop/hero-tool-call-item'
+import { HeroChatWelcome } from '@/app/(landing)/components/hero/components/hero-chat-welcome'
 import { HERO_TOOLTIP_OFFSET } from '@/app/(landing)/components/hero/components/hero-platform-loop/sidebar-hotspots'
+import { useElapsedReveal } from '@/app/(landing)/hooks/use-elapsed-reveal'
+import {
+  type AgentGroupItem,
+  AgentGroupView,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group-view'
+import {
+  parseQuestionAnswerMessage,
+  QuestionDisplay,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/question'
+import type { QuestionItem } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
+import { PendingTagIndicator } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/pending-tag-indicator'
+import { SendButton } from '@/app/workspace/[workspaceId]/home/components/user-input/components/send-button/send-button'
+import { ToolCallStatus } from '@/app/workspace/[workspaceId]/home/types'
 
-/** The conversation the loop plays - mirrors the seeded capture chat. */
-const USER_MESSAGE = 'When a new lead signs up, enrich it with company data and post it to #sales.'
-const REPLY_MESSAGE =
-  "On it. I'll build a workflow that enriches each new signup with firmographics, scores it, and posts a summary to your #sales channel in Slack."
-const REPLY_WORDS = REPLY_MESSAGE.split(' ')
 /** Word-reveal cadence for the streamed reply. */
 const STREAM_WORD_MS = 55
-/** Follow-up suggestions shown once the reply completes, like the real chat. */
-const FOLLOW_UPS = [
-  'Run a test with a sample lead',
-  'Deploy the workflow',
-  'Add lead scoring criteria',
-] as const
+const WORKFLOW_AGENT_ITEMS: AgentGroupItem[] = [
+  {
+    type: 'tool',
+    data: {
+      id: 'hero-read-slack',
+      toolName: 'call_integration_tool',
+      displayTitle: 'Read Slack',
+      status: ToolCallStatus.success,
+      params: { toolId: 'slack_get_channel_history' },
+    },
+  },
+  {
+    type: 'tool',
+    data: {
+      id: 'hero-create-workflow',
+      toolName: 'edit_workflow',
+      displayTitle: 'Creating Lead enrichment',
+      status: ToolCallStatus.success,
+    },
+  },
+  {
+    type: 'tool',
+    data: {
+      id: 'hero-read-table',
+      toolName: 'read',
+      displayTitle: 'Reading Tables',
+      status: ToolCallStatus.success,
+      params: { path: 'components/blocks/table.json' },
+    },
+  },
+  {
+    type: 'text',
+    content: 'Connected the Slack and Tables steps',
+  },
+  {
+    type: 'tool',
+    data: {
+      id: 'hero-edit-workflow',
+      toolName: 'edit_workflow',
+      displayTitle: 'Editing workflow',
+      status: ToolCallStatus.success,
+    },
+  },
+]
+
+const WORKFLOW_AGENT_BUILDING_ITEMS: AgentGroupItem[] = WORKFLOW_AGENT_ITEMS.map((item) => {
+  if (item.type !== 'tool' || item.data.id !== 'hero-edit-workflow') return item
+  return { ...item, data: { ...item.data, status: ToolCallStatus.executing } }
+})
+
+const SIM_ITEMS: AgentGroupItem[] = [
+  {
+    type: 'tool',
+    data: {
+      id: 'hero-read-workflow',
+      toolName: 'read',
+      displayTitle: 'Reading workflow',
+      status: ToolCallStatus.success,
+      params: { path: 'workflows/Lead%20enrichment/state.json' },
+    },
+  },
+]
+
+const FOLLOW_UP_QUESTION: QuestionItem[] = [
+  {
+    type: 'single_select',
+    prompt: 'What would you like to do next?',
+    options: [
+      { id: 'test', label: 'Run a test with a sample lead' },
+      { id: 'deploy', label: 'Deploy the workflow' },
+    ],
+  },
+]
 
 /** Where the chat pane is within one loop pass. */
-export type HeroChatPhase = 'idle' | 'user' | 'thinking' | 'reply'
+export type HeroChatPhase =
+  | 'idle'
+  | 'compose'
+  | 'user'
+  | 'thinking'
+  | 'dispatching'
+  | 'building'
+  | 'reply'
 
 interface HeroChatLoopProps {
-  /** Current phase, driven by the parent {@link HeroPlatformLoop} clock. */
+  /** Current phase, driven by the landing-safe product adapter. */
   phase: HeroChatPhase
-  /** True during the brief fade-out before the cycle restarts. */
+  /** True during a visual reset. */
   fading: boolean
+  userMessage: string
+  replyMessage: string
+  composerValue: string
+  isSending: boolean
+  onComposerValueChange: (value: string) => void
+  onComposerFocus?: () => void
+  showWelcome?: boolean
+  onOpenWorkflowResource: () => void
+  onFollowUpSelect: (value: string) => void
+  onSubmit: () => void
+  onStopGeneration: () => void
 }
 
 /**
- * The Mothership chat pane of the hero's live layer - purely presentational;
- * the loop clock lives in `HeroPlatformLoop` so the chat and the workflow
- * stage animate off one timeline. Replays one exchange: the user message
- * slides in, the goo {@link ThinkingLoader} cycles while the Mothership
- * thinks, the reply lands with its action row.
- *
- * Visuals mirror the real chat pane (`--bg` column, grey user bubble, bare
- * reply text, the real composer chrome - 28px round icon buttons, mic + the
- * `#808080` send disc on the right cluster) so the seam with the surrounding
- * screenshot is invisible. The reply STREAMS in word by word (the way the
- * real Mothership streams its responses); once the text completes, the
- * "Suggested follow-ups" block (the real special-tags markup: numbered
- * `--border`-ruled rows with a trailing arrow) and the action row land
- * together; under `prefers-reduced-motion` it appears whole.
- * The content column is centered and capped (like the real full-width
- * MothershipChat) so it reads right both full-width (stage collapsed) and at
- * half width (stage open). Only the conversation fades on reset - the pane
- * and composer are persistent chrome.
+ * A landing-safe adapter for Sim's real Mothership chat presentation. It
+ * preserves the production composer dimensions and send control while all
+ * messages, attachments, follow-ups, and workflow-build state remain local to
+ * the browser preview.
  */
-export function HeroChatLoop({ phase, fading }: HeroChatLoopProps) {
-  const showUser = phase !== 'idle'
-  const showThinking = phase === 'thinking'
+export function HeroChatLoop({
+  phase,
+  fading,
+  userMessage,
+  replyMessage,
+  composerValue,
+  isSending,
+  onComposerValueChange,
+  onComposerFocus,
+  showWelcome = false,
+  onOpenWorkflowResource,
+  onFollowUpSelect,
+  onSubmit,
+  onStopGeneration,
+}: HeroChatLoopProps) {
+  const textareaRef = useRef<HTMLTextAreaElement>(null)
+  const fileInputRef = useRef<HTMLInputElement>(null)
+  const showUser = phase !== 'idle' && phase !== 'compose'
+  const welcome = showWelcome && !showUser
+  const showThinking = phase === 'thinking' || phase === 'dispatching'
+  const showBuilding = phase === 'building'
   const showReply = phase === 'reply'
-  const [revealedWords, setRevealedWords] = useState(0)
-
-  // Stream the reply word by word while the phase holds on 'reply'; any other
-  // phase (the next cycle's reset) rewinds it for the following pass. The
-  // count derives from ELAPSED time, not tick count, so throttled background
-  // tabs catch up in chunks instead of stalling mid-sentence.
-  useEffect(() => {
-    if (!showReply) {
-      setRevealedWords(0)
-      return
-    }
-
-    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
-    let interval: ReturnType<typeof setInterval> | null = null
+  const replyWords = replyMessage.match(/\S+\s*/g) ?? []
+  const replyWordCount = replyWords.length
+  const revealedWords = useElapsedReveal(showReply, STREAM_WORD_MS, replyWordCount)
+  const [attachedFileName, setAttachedFileName] = useState<string | null>(null)
 
-    const stream = () => {
-      const startedAt = performance.now()
-      interval = setInterval(() => {
-        const elapsed = performance.now() - startedAt
-        const n = Math.min(Math.floor(elapsed / STREAM_WORD_MS) + 1, REPLY_WORDS.length)
-        setRevealedWords(n)
-        if (n >= REPLY_WORDS.length && interval) clearInterval(interval)
-      }, STREAM_WORD_MS)
-    }
+  const replyComplete = revealedWords >= replyWordCount
+  const canSubmit = composerValue.trim().length > 0 || attachedFileName !== null
 
-    // Re-synced on 'change' (not just on mount) so toggling the preference
-    // mid-stream - e.g. HeroPlatformLoop's showFinished setting phase to
-    // 'reply' while it's already 'reply' - still snaps the reply to complete
-    // instead of leaving it mid-word until the running interval catches up.
-    const syncMotionPreference = () => {
-      if (interval) clearInterval(interval)
-      if (media.matches) {
-        setRevealedWords(REPLY_WORDS.length)
-        return
-      }
-      stream()
-    }
+  const updateComposer = (value: string) => {
+    onComposerValueChange(value)
+    requestAnimationFrame(() => textareaRef.current?.focus())
+  }
 
-    syncMotionPreference()
-    media.addEventListener('change', syncMotionPreference)
-    return () => {
-      media.removeEventListener('change', syncMotionPreference)
-      if (interval) clearInterval(interval)
-    }
-  }, [showReply])
+  const submitComposer = () => {
+    if (!canSubmit) return
+    onSubmit()
+    setAttachedFileName(null)
+  }
 
-  const replyComplete = revealedWords >= REPLY_WORDS.length
+  const selectFollowUp = (message: string) => {
+    const answer = parseQuestionAnswerMessage(FOLLOW_UP_QUESTION, message)?.[0]
+    onFollowUpSelect(answer ?? message)
+  }
 
   return (
-    <div className='flex h-full w-full flex-col bg-[var(--bg)]'>
+    <div
+      className='relative flex h-full w-full flex-col bg-[var(--bg)]'
+      data-chat-view={welcome ? 'welcome' : 'conversation'}
+      data-chat-phase={phase}
+    >
       <div
+        inert={welcome}
+        aria-hidden={welcome}
         className={cn(
-          'mx-auto flex min-h-0 w-full max-w-[640px] flex-1 flex-col gap-6 overflow-hidden px-6 pt-6 transition-opacity duration-300 ease-out',
-          fading ? 'opacity-0' : 'opacity-100'
+          'mx-auto flex min-h-0 w-full max-w-chat flex-1 flex-col gap-6 overflow-y-auto overflow-x-hidden px-6 pt-4 transition-opacity duration-300 ease-out [scrollbar-gutter:stable_both-edges] motion-reduce:transition-none',
+          showWelcome && (attachedFileName ? 'mb-[144px]' : 'mb-[110px]'),
+          fading || welcome ? 'opacity-0' : 'opacity-100'
         )}
       >
         <div
           className={cn(
-            'max-w-[82%] self-end rounded-2xl bg-[var(--surface-3)] px-4 py-3 text-[15px] text-[var(--text-primary)] leading-[1.5] transition-[opacity,transform] duration-200 ease-out',
+            'max-w-[70%] shrink-0 self-end overflow-hidden rounded-[16px] bg-[var(--surface-5)] px-3.5 py-2 text-[var(--text-primary)] text-sm leading-5 transition-[opacity,transform] duration-200 ease-out',
             showUser ? 'translate-y-0 opacity-100' : 'translate-y-2 opacity-0'
           )}
         >
-          {USER_MESSAGE}
+          {userMessage}
         </div>
 
-        {showThinking && <ThinkingLoader size={26} phase labelRatio={0.58} className='mt-1' />}
-
         <div
           className={cn(
-            'flex flex-col gap-4 transition-opacity duration-200 ease-out',
-            showReply ? 'opacity-100' : 'opacity-0'
+            'flex flex-col gap-[10px] transition-opacity duration-200 ease-out',
+            showThinking || showBuilding || showReply ? 'opacity-100' : 'opacity-0'
           )}
         >
-          <p className='text-[15px] text-[var(--text-primary)] leading-[1.6]'>
-            {REPLY_WORDS.slice(0, revealedWords).join(' ')}
-          </p>
-          <div
-            className={cn(
-              'flex flex-col gap-4 transition-opacity duration-200 ease-out',
-              replyComplete ? 'opacity-100' : 'opacity-0'
-            )}
-          >
-            <div className='flex flex-col'>
-              <span className='text-[var(--text-body)] text-sm'>Suggested follow-ups</span>
-              <div className='mt-1.5 flex flex-col'>
-                {FOLLOW_UPS.map((title, i) => (
-                  <span
-                    key={title}
-                    className={cn(
-                      'flex items-center gap-2 border-[var(--border)] px-2 py-2 text-left',
-                      i > 0 && 'border-t'
-                    )}
-                  >
-                    <span className='flex size-[16px] shrink-0 items-center justify-center'>
-                      <span className='text-[var(--text-icon)] text-sm'>{i + 1}</span>
-                    </span>
-                    <span className='flex-1 text-[var(--text-body)] text-sm'>{title}</span>
-                    <ArrowRight className='size-[16px] shrink-0 text-[var(--text-icon)]' />
-                  </span>
-                ))}
-              </div>
-            </div>
-            <div className='flex items-center gap-3 text-[var(--text-icon)]'>
-              <Duplicate className='size-[14px]' />
-              <ThumbsUp className='size-[14px]' />
-              <ThumbsDown className='size-[14px]' />
-            </div>
-          </div>
+          {showThinking && (
+            <PendingTagIndicator label={phase === 'dispatching' ? 'Dispatching…' : 'Thinking…'} />
+          )}
+          {showBuilding && (
+            <AgentGroupView
+              ToolCallComponent={HeroToolCallItem}
+              agentName='workflow'
+              agentLabel='Workflow Agent'
+              items={WORKFLOW_AGENT_BUILDING_ITEMS}
+              isStreaming
+              isCurrentSection
+              isLaneOpen
+              defaultExpanded
+              autoScrollActivity={false}
+            />
+          )}
+          {showReply && (
+            <>
+              <AgentGroupView
+                ToolCallComponent={HeroToolCallItem}
+                agentName='workflow'
+                agentLabel='Workflow Agent'
+                items={WORKFLOW_AGENT_ITEMS}
+                defaultExpanded
+              />
+              <AgentGroupView
+                ToolCallComponent={HeroToolCallItem}
+                agentName='mothership'
+                agentLabel='Sim'
+                items={SIM_ITEMS}
+                defaultExpanded
+              />
+              <HeroChatReply
+                content={replyComplete ? replyMessage : replyWords.slice(0, revealedWords).join('')}
+                onOpenWorkflowResource={onOpenWorkflowResource}
+              />
+              {replyComplete && (
+                <QuestionDisplay
+                  data={FOLLOW_UP_QUESTION}
+                  onSelect={selectFollowUp}
+                  onDismiss={() => undefined}
+                />
+              )}
+            </>
+          )}
         </div>
       </div>
 
-      <div className='pointer-events-auto mx-auto mb-5 w-[calc(100%-40px)] max-w-[600px] shrink-0 rounded-2xl border border-[var(--border-1)] bg-[var(--white)] px-2.5 py-2'>
-        <p className='px-1.5 pt-1 text-[15px] text-[var(--text-muted)]'>Send message to Sim</p>
-        <div className='mt-2 flex items-center gap-1.5'>
-          <Tooltip.Root>
-            <Tooltip.Trigger asChild>
-              <span
-                className='flex size-[28px] items-center justify-center rounded-full transition-colors hover-hover:bg-[var(--surface-hover)]'
-                aria-label='Add resources'
-              >
-                <Plus className='size-[16px] text-[var(--text-icon)]' />
-              </span>
-            </Tooltip.Trigger>
-            <Tooltip.Content offset={HERO_TOOLTIP_OFFSET}>Add resources</Tooltip.Content>
-          </Tooltip.Root>
-          <Tooltip.Root>
-            <Tooltip.Trigger asChild>
-              <span
-                className='flex size-[28px] items-center justify-center rounded-full transition-colors hover-hover:bg-[var(--surface-hover)]'
-                aria-label='Attach file'
-              >
-                <Paperclip className='size-[16px] text-[var(--text-icon)]' />
-              </span>
-            </Tooltip.Trigger>
-            <Tooltip.Content offset={HERO_TOOLTIP_OFFSET}>Attach file</Tooltip.Content>
-          </Tooltip.Root>
-          <Tooltip.Root>
-            <Tooltip.Trigger asChild>
-              <span
-                className='flex size-[28px] items-center justify-center rounded-full transition-colors hover-hover:bg-[var(--surface-hover)]'
-                aria-label='Skills'
-              >
-                <Slash className='size-[16px] text-[var(--text-icon)]' />
-              </span>
-            </Tooltip.Trigger>
-            <Tooltip.Content offset={HERO_TOOLTIP_OFFSET}>Skills</Tooltip.Content>
-          </Tooltip.Root>
-          <span className='ml-auto flex items-center gap-1.5'>
+      <div
+        data-preview-outline='frame'
+        data-preview-composer=''
+        className={cn(
+          'mx-auto w-[calc(100%-48px)] max-w-chat rounded-2xl border border-[var(--border)] bg-[var(--white)] px-2.5 py-2 dark:bg-[var(--surface-4)]',
+          showWelcome
+            ? 'absolute inset-x-0 transition-[bottom,transform] duration-[450ms] ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none max-sm:w-[calc(100%-24px)]'
+            : 'mb-4 shrink-0',
+          showWelcome &&
+            (welcome
+              ? 'bottom-[52%] translate-y-1/2 shadow-xs max-sm:bottom-[42%]'
+              : 'bottom-4 translate-y-0')
+        )}
+      >
+        {showWelcome && <HeroChatWelcome visible={welcome} onSelect={updateComposer} />}
+        {attachedFileName && (
+          <div className='mb-1 flex w-fit max-w-full items-center gap-1.5 rounded-md border border-[var(--border)] bg-[var(--surface-2)] py-1 pr-1 pl-2 text-[var(--text-body)] text-xs'>
+            <Paperclip className='size-[14px] shrink-0 text-[var(--text-icon)]' />
+            <span className='truncate'>{attachedFileName}</span>
+            <Button
+              type='button'
+              variant='ghost'
+              aria-label='Remove attachment'
+              onClick={() => setAttachedFileName(null)}
+              className='size-[22px] rounded-full p-0 hover-hover:bg-[var(--surface-hover)]'
+            >
+              <X className='size-[12px] text-[var(--text-icon)]' />
+            </Button>
+          </div>
+        )}
+        <textarea
+          ref={textareaRef}
+          value={composerValue}
+          rows={welcome ? 2 : 1}
+          onFocus={onComposerFocus}
+          aria-label='Ask Sim'
+          placeholder='Ask Sim to '
+          onChange={(event) => onComposerValueChange(event.target.value)}
+          onKeyDown={(event) => {
+            if (event.key === 'Enter' && !event.shiftKey) {
+              event.preventDefault()
+              submitComposer()
+            }
+          }}
+          className={cn(
+            'm-0 block max-h-[96px] w-full resize-none overflow-y-auto border-0 bg-transparent px-1 py-1 font-body text-[14px] text-[var(--text-primary)] leading-[24px] tracking-[-0.015em] outline-none placeholder:text-[var(--text-muted)] focus-visible:ring-0 focus-visible:ring-offset-0',
+            welcome ? 'min-h-[56px]' : 'min-h-[32px]'
+          )}
+        />
+        <div className='flex items-center justify-between'>
+          <div className='flex items-center gap-1'>
+            <Tooltip.Root>
+              <Tooltip.Trigger asChild>
+                <Button
+                  type='button'
+                  variant='ghost'
+                  onClick={() => updateComposer(`${composerValue}@Knowledge Base `)}
+                  aria-label='Add resources'
+                  className='size-[28px] rounded-full p-0 hover-hover:bg-[var(--surface-hover)]'
+                >
+                  <Plus className='size-[16px] text-[var(--text-icon)]' />
+                </Button>
+              </Tooltip.Trigger>
+              <Tooltip.Content offset={HERO_TOOLTIP_OFFSET}>Add resources</Tooltip.Content>
+            </Tooltip.Root>
             <Tooltip.Root>
               <Tooltip.Trigger asChild>
-                <span
-                  className='flex size-[28px] items-center justify-center rounded-full transition-colors hover-hover:bg-[var(--surface-hover)]'
-                  aria-label='Voice input'
+                <Button
+                  type='button'
+                  variant='ghost'
+                  onClick={() => fileInputRef.current?.click()}
+                  aria-label='Attach file'
+                  className='size-[28px] rounded-full p-0 hover-hover:bg-[var(--surface-hover)]'
                 >
-                  <Mic className='size-[16px] text-[var(--text-icon)]' />
+                  <Paperclip className='size-[16px] text-[var(--text-icon)]' />
+                </Button>
+              </Tooltip.Trigger>
+              <Tooltip.Content offset={HERO_TOOLTIP_OFFSET}>Attach file</Tooltip.Content>
+            </Tooltip.Root>
+            <Tooltip.Root>
+              <Tooltip.Trigger asChild>
+                <Button
+                  type='button'
+                  variant='ghost'
+                  onClick={() => updateComposer(`${composerValue}/`)}
+                  aria-label='Skills'
+                  className='size-[28px] rounded-full p-0 hover-hover:bg-[var(--surface-hover)]'
+                >
+                  <Slash className='size-[16px] text-[var(--text-icon)]' />
+                </Button>
+              </Tooltip.Trigger>
+              <Tooltip.Content offset={HERO_TOOLTIP_OFFSET}>Skills</Tooltip.Content>
+            </Tooltip.Root>
+          </div>
+          <div className='flex items-center gap-1.5'>
+            <Tooltip.Root>
+              <Tooltip.Trigger asChild>
+                <span>
+                  <Button
+                    type='button'
+                    variant='ghost'
+                    disabled
+                    aria-label='Voice input requires the signed-in workspace'
+                    className='size-[28px] rounded-full p-0'
+                  >
+                    <Mic className='size-[16px] text-[var(--text-icon)]' />
+                  </Button>
                 </span>
               </Tooltip.Trigger>
-              <Tooltip.Content offset={HERO_TOOLTIP_OFFSET}>Voice input</Tooltip.Content>
+              <Tooltip.Content offset={HERO_TOOLTIP_OFFSET}>
+                Voice input is available in the workspace
+              </Tooltip.Content>
             </Tooltip.Root>
-            <span className='flex size-[28px] items-center justify-center rounded-full bg-[#808080]'>
-              <ArrowUp className='size-[16px] text-white' />
-            </span>
-          </span>
+            <SendButton
+              isSending={isSending}
+              canSubmit={canSubmit}
+              onSubmit={submitComposer}
+              onStopGeneration={onStopGeneration}
+            />
+          </div>
         </div>
+        <input
+          ref={fileInputRef}
+          type='file'
+          className='hidden'
+          onChange={(event) => {
+            const file = event.target.files?.[0]
+            if (!file) return
+            setAttachedFileName(file.name)
+            if (!composerValue.trim()) updateComposer(`Review ${file.name}`)
+          }}
+        />
       </div>
     </div>
   )
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-reply.tsx b/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-reply.tsx
new file mode 100644
index 00000000000..a559859d115
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-chat-reply.tsx
@@ -0,0 +1,41 @@
+'use client'
+
+import { Workflow } from '@sim/emcn/icons'
+import { ResourceMention } from '@/app/workspace/[workspaceId]/home/components/message-content/components/resource-mention'
+
+interface HeroChatReplyProps {
+  content: string
+  onOpenWorkflowResource: () => void
+}
+
+const WORKFLOW_TITLE = 'Lead enrichment'
+
+/** The seeded reply renders the paced content and native resource chip without workspace data queries. */
+export function HeroChatReply({ content, onOpenWorkflowResource }: HeroChatReplyProps) {
+  return (
+    <div className='space-y-4 font-[family-name:var(--font-inter)] text-[var(--text-primary)] text-base leading-[25px] tracking-[0] antialiased'>
+      {content.split('\n\n').map((paragraph, index) => {
+        const resourceIndex = paragraph.indexOf(WORKFLOW_TITLE)
+        return (
+          <p key={index}>
+            {resourceIndex < 0 ? (
+              paragraph
+            ) : (
+              <>
+                {paragraph.slice(0, resourceIndex)}
+                <ResourceMention
+                  icon={
+                    <Workflow className='relative top-0.5 size-[12px] shrink-0 text-[var(--text-icon)]' />
+                  }
+                  title={WORKFLOW_TITLE}
+                  onSelect={onOpenWorkflowResource}
+                />
+                {paragraph.slice(resourceIndex + WORKFLOW_TITLE.length)}
+              </>
+            )}
+          </p>
+        )
+      })}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-tool-call-item.tsx b/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-tool-call-item.tsx
new file mode 100644
index 00000000000..598d5614897
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-chat-loop/hero-tool-call-item.tsx
@@ -0,0 +1,27 @@
+import { Table } from '@sim/emcn/icons'
+import { SlackIcon } from '@/components/icons'
+import { getToolStatusDisplayTitle } from '@/lib/copilot/tools/tool-display'
+import type { ToolCallItemProps } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-item'
+import { ToolCallRow } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-row'
+
+/** Demo fixtures have known brands, so the landing page never loads the block registry. */
+export function HeroToolCallItem({
+  toolCallId,
+  toolName,
+  displayTitle,
+  status,
+}: ToolCallItemProps) {
+  const Icon =
+    toolCallId === 'hero-read-slack'
+      ? SlackIcon
+      : toolCallId === 'hero-read-table'
+        ? Table
+        : undefined
+  return (
+    <ToolCallRow
+      title={getToolStatusDisplayTitle(displayTitle, status, toolName)}
+      isExecuting={status === 'executing'}
+      icon={Icon && <Icon className='size-[14px] shrink-0 text-[var(--text-icon)]' />}
+    />
+  )
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-chat-welcome/hero-chat-welcome.tsx b/apps/sim/app/(landing)/components/hero/components/hero-chat-welcome/hero-chat-welcome.tsx
new file mode 100644
index 00000000000..96ec91df4ad
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-chat-welcome/hero-chat-welcome.tsx
@@ -0,0 +1,62 @@
+import { cn } from '@sim/emcn'
+import { ArrowRight, FileText, Table, Workflow } from '@sim/emcn/icons'
+import { PREVIEW_SUGGESTIONS } from '@/app/(landing)/components/hero/components/hero-platform-loop/preview-chat-content'
+
+interface HeroChatWelcomeProps {
+  visible: boolean
+  onSelect: (prompt: string) => void
+}
+
+const ACTION_ICONS = [Workflow, Table, FileText] as const
+const REVEAL = 'transition-opacity duration-150 ease-out motion-reduce:transition-none'
+
+/** Greeting and suggested actions anchored around the preview's single composer. */
+export function HeroChatWelcome({ visible, onSelect }: HeroChatWelcomeProps) {
+  return (
+    <>
+      <p
+        data-preview-skeleton-label=''
+        aria-hidden={!visible}
+        className={cn(
+          'absolute inset-x-0 bottom-[calc(100%+28px)] text-balance text-center text-[26px] text-[var(--text-primary)] leading-[1.2] tracking-[-0.01em] max-sm:bottom-[calc(100%+20px)] max-sm:text-[20px]',
+          REVEAL,
+          visible ? 'opacity-100' : 'pointer-events-none opacity-0'
+        )}
+      >
+        What should we get done, Morgan?
+      </p>
+      <div
+        inert={!visible}
+        aria-hidden={!visible}
+        className={cn(
+          'absolute inset-x-0 top-[calc(100%+28px)] max-sm:hidden',
+          REVEAL,
+          visible ? 'opacity-100' : 'pointer-events-none opacity-0'
+        )}
+      >
+        <span data-preview-skeleton-label='' className='text-[13px] text-[var(--text-secondary)]'>
+          Suggested actions
+        </span>
+        <div className='mt-2 flex flex-col'>
+          {PREVIEW_SUGGESTIONS.map((action, index) => {
+            const Icon = ACTION_ICONS[index]
+            return (
+              <button
+                key={action.title}
+                type='button'
+                onClick={() => onSelect(action.prompt)}
+                className='flex items-center gap-2 border-[var(--border)] px-2 py-2 text-left text-[var(--text-body)] text-sm transition-colors duration-150 hover:bg-[var(--surface-hover)] focus-visible:outline focus-visible:outline-1 focus-visible:outline-[var(--text-primary)] [&+button]:border-t'
+              >
+                <Icon className='size-[16px] shrink-0 text-[var(--text-icon)]' />
+                <span data-preview-skeleton-label='' className='min-w-0 flex-1 truncate'>
+                  {action.title}
+                </span>
+                <ArrowRight className='size-[14px] shrink-0 text-[var(--text-icon)]' />
+              </button>
+            )
+          })}
+        </div>
+      </div>
+    </>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-chat-welcome/index.ts b/apps/sim/app/(landing)/components/hero/components/hero-chat-welcome/index.ts
new file mode 100644
index 00000000000..850855c6cd3
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-chat-welcome/index.ts
@@ -0,0 +1 @@
+export { HeroChatWelcome } from './hero-chat-welcome'
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-header/hero-header.tsx b/apps/sim/app/(landing)/components/hero/components/hero-header/hero-header.tsx
index c2e9b566956..f448ef82f76 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-header/hero-header.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-header/hero-header.tsx
@@ -1,48 +1,94 @@
 import type { ReactNode } from 'react'
 import { cn } from '@sim/emcn'
-import { HeroStat } from '@/app/(landing)/components/hero/components/hero-stat'
 import { HeroCta } from '@/app/(landing)/components/hero-cta'
-import { LANDING_HERO_CTA_GAP } from '@/app/(landing)/components/landing-layout'
+import { HOME_TYPE, LANDING_TYPE } from '@/app/(landing)/components/landing-layout'
 
 interface LandingHeroHeaderProps {
   description: string
   eyebrow?: ReactNode
   heading: ReactNode
   headingId: string
+  /**
+   * `home` is the split, product-first masthead used only on `/`.
+   * `default` keeps the split 76px heading `/enterprise` already shares.
+   */
+  scale?: 'default' | 'home'
 }
 
 /**
- * Shared homepage hero header geometry. Marketing routes use this component so
- * the headline measure, CTA stack, and right-side global-work stat cannot drift.
+ * Shared hero header with a wide split homepage masthead and the existing split
+ * composition for marketing subpages. Homepage pairs a leading headline with
+ * supporting copy and CTAs aligned to the headline’s last baseline before the product stage.
  */
 export function LandingHeroHeader({
   description,
   eyebrow,
   heading,
   headingId,
+  scale = 'default',
 }: LandingHeroHeaderProps) {
+  const home = scale === 'home'
+
+  if (home) {
+    return (
+      <div className='grid w-full grid-cols-[minmax(0,1fr)_minmax(380px,440px)] gap-16 text-left [align-items:last_baseline] max-[1400px]:grid-cols-1 max-[1400px]:items-start max-[1400px]:gap-8'>
+        <div className='flex min-w-0 flex-col items-start gap-6'>
+          {eyebrow}
+
+          <h1
+            id={headingId}
+            className={cn(
+              'max-w-[960px] text-balance text-[var(--text-primary)] max-[1728px]:text-[64px]',
+              HOME_TYPE.h1
+            )}
+          >
+            {heading}
+          </h1>
+        </div>
+
+        <div className='flex min-w-0 flex-col items-start gap-8 max-[1400px]:max-w-[640px]'>
+          <p className='max-w-[44ch] text-pretty font-normal text-[18px] text-[var(--text-body)] leading-[1.5] max-sm:text-[16px]'>
+            {description}
+          </p>
+
+          <div className='max-sm:w-full'>
+            <HeroCta size='display' secondaryLabel='Start building' />
+          </div>
+        </div>
+      </div>
+    )
+  }
+
   return (
-    <div className='flex w-full items-end justify-between gap-8'>
+    <div className='flex w-full items-end justify-between gap-12 max-xl:flex-col max-xl:items-start max-xl:gap-8'>
       <div className='flex min-w-0 flex-1 flex-col items-start gap-[22px] text-left'>
         {eyebrow}
 
         <h1
           id={headingId}
-          className='max-w-[1120px] text-balance text-[64px] text-[var(--text-primary)] leading-[1.05] tracking-[-0.01em] max-sm:text-[36px] max-xl:text-[52px] [&>br]:max-sm:hidden'
+          className={cn(
+            'max-w-[22ch] text-balance text-[var(--text-primary)] [&>br]:max-sm:hidden',
+            LANDING_TYPE.h1
+          )}
         >
           {heading}
         </h1>
+      </div>
 
-        <p className='w-full min-w-0 max-w-[58ch] text-pretty text-[var(--text-muted)] text-base leading-[1.5]'>
+      <div className='flex w-[400px] flex-none flex-col items-start gap-7 pb-3 max-xl:w-full max-xl:gap-[22px] max-xl:pb-0'>
+        <p
+          className={cn(
+            'w-full min-w-0 max-w-[34ch] text-pretty text-[var(--text-body)]',
+            LANDING_TYPE.lead
+          )}
+        >
           {description}
         </p>
 
-        <div className={cn('max-sm:w-full', LANDING_HERO_CTA_GAP)}>
+        <div className='max-sm:w-full'>
           <HeroCta />
         </div>
       </div>
-
-      <HeroStat />
     </div>
   )
 }
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/draw-platform-preview.ts b/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/draw-platform-preview.ts
new file mode 100644
index 00000000000..b5847760654
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/draw-platform-preview.ts
@@ -0,0 +1,195 @@
+const SVG_NS = 'http://www.w3.org/2000/svg'
+const SVG_GEOMETRY = 'path, rect, circle, ellipse, line, polyline, polygon'
+const CONTENT_REVEAL_AT = 2_700
+const CONTENT_REVEAL_DURATION = 550
+const REGION_START = { sidebar: 1_100, workspace: 1_900 } as const
+
+type PreviewRegion = keyof typeof REGION_START
+
+/** Draws the shell, sidebar, and composer in order, then crossfades once into the real UI. */
+export function drawPlatformPreview(
+  root: HTMLDivElement,
+  content: HTMLDivElement,
+  overlay: SVGSVGElement,
+  animations: Animation[]
+) {
+  const bounds = root.getBoundingClientRect()
+  /** The overlay bleeds one pixel past the root so it can trace the region's border box. */
+  overlay.setAttribute('viewBox', `-1 -1 ${bounds.width + 2} ${bounds.height + 2}`)
+  overlay.replaceChildren()
+
+  const animate = (element: Element, frames: Keyframe[], options: KeyframeAnimationOptions) => {
+    const animation = element.animate(frames, { fill: 'both', ...options })
+    animations.push(animation)
+    return animation
+  }
+  const regionOf = (element: Element): PreviewRegion =>
+    element.closest('[data-preview-sidebar]') ? 'sidebar' : 'workspace'
+
+  const outline = document.createElementNS(SVG_NS, 'g')
+  outline.setAttribute('fill', 'none')
+  outline.setAttribute('stroke', 'var(--text-subtle)')
+  outline.setAttribute('stroke-width', '1')
+  outline.setAttribute('stroke-opacity', '0.65')
+  overlay.appendChild(outline)
+
+  const drawOutline = (
+    rect: Pick<DOMRect, 'left' | 'top' | 'width' | 'height'>,
+    edge: string,
+    radius: number,
+    delay: number,
+    duration: number
+  ) => {
+    if (!rect.width || !rect.height) return
+    const x = rect.left - bounds.left
+    const y = rect.top - bounds.top
+    const shape = document.createElementNS(SVG_NS, edge === 'frame' ? 'rect' : 'path')
+    if (edge === 'frame') {
+      shape.setAttribute('x', String(x + 0.5))
+      shape.setAttribute('y', String(y + 0.5))
+      shape.setAttribute('width', String(Math.max(0, rect.width - 1)))
+      shape.setAttribute('height', String(Math.max(0, rect.height - 1)))
+      shape.setAttribute('rx', String(radius))
+    } else {
+      const edgeY = edge === 'bottom' ? y + rect.height : y
+      shape.setAttribute(
+        'd',
+        edge === 'left' ? `M ${x} ${y} V ${y + rect.height}` : `M ${x} ${edgeY} H ${x + rect.width}`
+      )
+    }
+    shape.setAttribute('pathLength', '1')
+    shape.setAttribute('stroke-dasharray', '1')
+    shape.setAttribute('stroke-dashoffset', '1')
+    outline.appendChild(shape)
+    animate(shape, [{ strokeDashoffset: 1 }, { strokeDashoffset: 0 }], {
+      duration,
+      delay,
+      easing: 'ease-in-out',
+    })
+  }
+
+  /**
+   * The root sits inside the region's 1px border, so the frame is drawn one
+   * pixel out to land on that border rather than a hairline inside it.
+   */
+  drawOutline(
+    {
+      left: bounds.left - 1,
+      top: bounds.top - 1,
+      width: bounds.width + 2,
+      height: bounds.height + 2,
+    },
+    'frame',
+    8,
+    0,
+    1_200
+  )
+  content.querySelectorAll<HTMLElement>('[data-preview-outline]').forEach((element) => {
+    if (element.closest('[data-preview-collapsed]')) return
+    const composer = element.hasAttribute('data-preview-composer')
+    drawOutline(
+      element.getBoundingClientRect(),
+      element.dataset.previewOutline ?? 'frame',
+      Number.parseFloat(getComputedStyle(element).borderRadius) || 0,
+      composer ? 1_700 : 650,
+      composer ? 750 : 950
+    )
+  })
+  const sidebarFooter = content.querySelector<HTMLElement>(
+    '[data-preview-sidebar] > div > div:last-child'
+  )
+  if (sidebarFooter) drawOutline(sidebarFooter.getBoundingClientRect(), 'top', 0, 1_100, 500)
+  const tabs = content.querySelector<HTMLElement>('[role="tablist"]')
+  if (tabs && !tabs.closest('[data-preview-collapsed]'))
+    drawOutline(tabs.getBoundingClientRect(), 'bottom', 0, 1_700, 500)
+
+  const skeleton = document.createElementNS(SVG_NS, 'g')
+  skeleton.setAttribute('data-preview-skeleton', '')
+  skeleton.setAttribute('fill', 'var(--surface-6)')
+  overlay.appendChild(skeleton)
+  const skeletonCount = { sidebar: 0, workspace: 0 }
+  const addSkeleton = (rect: DOMRect, region: PreviewRegion, width = rect.width) => {
+    if (!rect.width || !rect.height) return
+    const bar = document.createElementNS(SVG_NS, 'rect')
+    bar.setAttribute('x', String(rect.left - bounds.left))
+    bar.setAttribute('y', String(rect.top - bounds.top + (rect.height - 7) / 2))
+    bar.setAttribute('width', String(width))
+    bar.setAttribute('height', '7')
+    bar.setAttribute('rx', '3.5')
+    bar.setAttribute('opacity', '0')
+    skeleton.appendChild(bar)
+    animate(bar, [{ opacity: 0 }, { opacity: 0.7 }], {
+      duration: 240,
+      delay: REGION_START[region] + Math.min(skeletonCount[region] * 35, 280),
+      easing: 'ease-out',
+    })
+    skeletonCount[region] += 1
+  }
+  content
+    .querySelectorAll<HTMLElement>(
+      '[data-preview-sidebar] span, [role="tab"] span, [data-preview-skeleton-label]'
+    )
+    .forEach((label) => {
+      if (label.closest('[data-preview-collapsed]')) return
+      if (label.children.length || (label.textContent?.trim().length ?? 0) < 2) return
+      const range = document.createRange()
+      range.selectNodeContents(label)
+      addSkeleton(range.getBoundingClientRect(), regionOf(label))
+    })
+  const composer = content.querySelector('textarea')?.getBoundingClientRect()
+  if (composer) addSkeleton(composer, 'workspace', Math.min(120, composer.width * 0.42))
+
+  const icons = document.createElementNS(SVG_NS, 'g')
+  icons.setAttribute('data-preview-icons', '')
+  overlay.appendChild(icons)
+  const iconCount = { sidebar: 0, workspace: 0 }
+  content.querySelectorAll<SVGSVGElement>('svg').forEach((source) => {
+    if (source.closest('[data-preview-collapsed]')) return
+    const rect = source.getBoundingClientRect()
+    if (!rect.width || !rect.height || rect.width > 40 || rect.height > 40) return
+    const region = regionOf(source)
+    const copy = source.cloneNode(true) as SVGSVGElement
+    copy.setAttribute('x', String(rect.left - bounds.left))
+    copy.setAttribute('y', String(rect.top - bounds.top))
+    copy.setAttribute('width', String(rect.width))
+    copy.setAttribute('height', String(rect.height))
+    copy.setAttribute('aria-hidden', 'true')
+    const shapes = copy.querySelectorAll<SVGGeometryElement>(SVG_GEOMETRY)
+    const originals = source.querySelectorAll<SVGGeometryElement>(SVG_GEOMETRY)
+    const delay = REGION_START[region] + Math.min(iconCount[region] * 35, 280)
+    shapes.forEach((shape, index) => {
+      const original = originals[index]
+      if (!original) return
+      const style = getComputedStyle(original)
+      const filled = style.fill !== 'none'
+      const outlined = style.stroke !== 'none'
+      if (!filled && !outlined) return
+      shape.setAttribute('pathLength', '1')
+      shape.setAttribute('stroke-dasharray', '1')
+      shape.setAttribute('stroke-dashoffset', '1')
+      shape.setAttribute('stroke', outlined ? style.stroke : style.color)
+      shape.setAttribute('stroke-width', outlined ? style.strokeWidth : '1')
+      shape.setAttribute('fill', style.fill)
+      shape.setAttribute('fill-opacity', '0')
+      animate(
+        shape,
+        [
+          { strokeDashoffset: 1, fillOpacity: 0, strokeOpacity: 1 },
+          { strokeDashoffset: 0, fillOpacity: 0, strokeOpacity: 1, offset: 0.75 },
+          { strokeDashoffset: 0, fillOpacity: filled ? 1 : 0, strokeOpacity: outlined ? 1 : 0 },
+        ],
+        { duration: 500, delay, easing: 'ease-in-out' }
+      )
+    })
+    icons.appendChild(copy)
+    iconCount[region] += 1
+  })
+
+  const handoff = {
+    duration: CONTENT_REVEAL_DURATION,
+    delay: CONTENT_REVEAL_AT,
+    easing: 'linear',
+  }
+  animate(overlay, [{ opacity: 1 }, { opacity: 0 }], handoff)
+  return animate(content, [{ opacity: 0 }, { opacity: 1 }], handoff)
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/hero-platform-intro.test.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/hero-platform-intro.test.tsx
new file mode 100644
index 00000000000..776403dc9fa
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/hero-platform-intro.test.tsx
@@ -0,0 +1,386 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { HeroPlatformIntro } from '@/app/(landing)/components/hero/components/hero-platform-intro/hero-platform-intro'
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | undefined>) => values.filter(Boolean).join(' '),
+}))
+
+interface PendingAnimation {
+  element: Element
+  frames: Keyframe[]
+  options: KeyframeAnimationOptions
+  finish: () => void
+  cancel: ReturnType<typeof vi.fn>
+}
+
+let root: Root
+let host: HTMLDivElement
+let pending: PendingAnimation[]
+let frame: FrameRequestCallback | undefined
+let enterViewport: () => void
+let motionChange: () => void
+let reducedMotion: boolean
+const onComplete = vi.fn()
+const originalAnimate = Object.getOwnPropertyDescriptor(Element.prototype, 'animate')
+const originalRangeBounds = Object.getOwnPropertyDescriptor(
+  Range.prototype,
+  'getBoundingClientRect'
+)
+
+beforeEach(() => {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  pending = []
+  frame = undefined
+  reducedMotion = false
+  onComplete.mockClear()
+  vi.stubGlobal('requestAnimationFrame', (callback: FrameRequestCallback) => {
+    frame = callback
+    return 1
+  })
+  vi.stubGlobal('cancelAnimationFrame', () => {
+    frame = undefined
+  })
+  vi.stubGlobal('matchMedia', () => ({
+    get matches() {
+      return reducedMotion
+    },
+    addEventListener: (_event: string, callback: () => void) => {
+      motionChange = callback
+    },
+    removeEventListener: vi.fn(),
+  }))
+  vi.stubGlobal(
+    'IntersectionObserver',
+    class {
+      constructor(callback: IntersectionObserverCallback) {
+        enterViewport = () =>
+          callback(
+            [{ isIntersecting: true } as IntersectionObserverEntry],
+            this as IntersectionObserver
+          )
+      }
+      observe = vi.fn()
+      disconnect = vi.fn()
+    }
+  )
+  vi.stubGlobal('ResizeObserver', undefined)
+  vi.spyOn(Element.prototype, 'getBoundingClientRect').mockImplementation(function (this: Element) {
+    if (this.matches('svg[data-test-icon]')) return new DOMRect(24, 32, 16, 16)
+    if (this.matches('[data-preview-composer]')) return new DOMRect(220, 180, 320, 80)
+    if (this.matches('textarea')) return new DOMRect(232, 192, 296, 32)
+    if (this.matches('[data-test-workspace]')) return new DOMRect(180, 8, 412, 384)
+    return new DOMRect(0, 0, 600, 400)
+  })
+  Object.defineProperty(Range.prototype, 'getBoundingClientRect', {
+    configurable: true,
+    value: vi.fn(() => new DOMRect(48, 32, 80, 16)),
+  })
+  const readComputedStyle = window.getComputedStyle
+  vi.spyOn(window, 'getComputedStyle').mockImplementation((element, pseudoElement) => {
+    const style = readComputedStyle(element, pseudoElement)
+    if (element instanceof SVGElement) {
+      Object.defineProperties(style, {
+        fill: { value: element.getAttribute('fill') ?? 'none' },
+        stroke: { value: element.getAttribute('stroke') ?? 'none' },
+        color: { value: '#737373' },
+        strokeWidth: { value: '1' },
+      })
+    }
+    return style
+  })
+  Object.defineProperty(Element.prototype, 'animate', {
+    configurable: true,
+    value(this: Element, frames: Keyframe[], options: KeyframeAnimationOptions) {
+      let finish = () => {}
+      const finished = new Promise<void>((resolve) => {
+        finish = resolve
+      })
+      const cancel = vi.fn(() => ({
+        contentHidden: host.querySelector('[data-preview-state] > .opacity-0') !== null,
+        contentInert: host.querySelector('[data-preview-state] > [inert]') !== null,
+        overlayMounted: host.querySelector('[data-preview-state] > svg') !== null,
+      }))
+      pending.push({ element: this, frames, options, finish, cancel })
+      return { finished, cancel }
+    },
+  })
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.restoreAllMocks()
+  vi.unstubAllGlobals()
+  if (originalAnimate) Object.defineProperty(Element.prototype, 'animate', originalAnimate)
+  else Reflect.deleteProperty(Element.prototype, 'animate')
+  if (originalRangeBounds)
+    Object.defineProperty(Range.prototype, 'getBoundingClientRect', originalRangeBounds)
+  else Reflect.deleteProperty(Range.prototype, 'getBoundingClientRect')
+})
+
+function mount(withGraphics = false) {
+  act(() => {
+    root.render(
+      <HeroPlatformIntro onComplete={onComplete}>
+        {withGraphics && (
+          <div data-preview-sidebar=''>
+            <div>
+              <div>
+                <svg data-test-icon='sidebar' viewBox='0 0 16 16' aria-hidden='true'>
+                  <path d='M 2 8 L 8 2 L 14 8' fill='none' stroke='currentColor' />
+                </svg>
+                <span>Workspace</span>
+              </div>
+              <div>
+                <span>Morgan</span>
+              </div>
+            </div>
+          </div>
+        )}
+        <div data-preview-outline='frame' data-test-workspace=''>
+          <button type='button'>Preview control</button>
+          {withGraphics && (
+            <div data-preview-outline='frame' data-preview-composer=''>
+              <span data-preview-skeleton-label=''>What should we get done?</span>
+              <textarea aria-label='Ask Sim' />
+              <svg data-test-icon='composer' viewBox='0 0 16 16' aria-hidden='true'>
+                <path d='M 3 3 L 13 8 L 3 13 Z' fill='currentColor' stroke='none' />
+              </svg>
+            </div>
+          )}
+        </div>
+      </HeroPlatformIntro>
+    )
+  })
+}
+
+function beginDrawing() {
+  act(() => enterViewport())
+  act(() => frame?.(0))
+}
+
+function state() {
+  return host.querySelector('[data-preview-state]')?.getAttribute('data-preview-state')
+}
+
+function animationFor(element: Element | null | undefined) {
+  const animation = pending.find((candidate) => candidate.element === element)
+  if (!animation) throw new Error('Expected an animation for the preview element')
+  return animation
+}
+
+function startsAt(animation: PendingAnimation) {
+  return Number(animation.options.delay ?? 0)
+}
+
+function endsAt(animation: PendingAnimation) {
+  return startsAt(animation) + Number(animation.options.duration)
+}
+
+describe('HeroPlatformIntro', () => {
+  it('waits for visibility and finishes the chrome fade before enabling controls or starting chat', async () => {
+    mount()
+    expect(state()).toBe('waiting')
+    expect(pending).toHaveLength(0)
+    expect(host.querySelector('[inert]')).not.toBeNull()
+    beginDrawing()
+    expect(state()).toBe('drawing')
+    expect(onComplete).not.toHaveBeenCalled()
+    expect(host.querySelector('svg rect[pathLength="1"]')).not.toBeNull()
+    await act(async () =>
+      pending.find((animation) => animation.element.hasAttribute('inert'))?.finish()
+    )
+    expect(state()).toBe('ready')
+    expect(host.querySelector('[inert]')).toBeNull()
+    expect(host.querySelector('svg')).toBeNull()
+    expect(onComplete).toHaveBeenCalledExactlyOnceWith(false)
+    act(() => enterViewport())
+    expect(onComplete).toHaveBeenCalledTimes(1)
+  })
+
+  it('draws the frame and sidebar before the composer, then waits for all drawing before revealing content', () => {
+    mount(true)
+    beginDrawing()
+    const overlay = host.querySelector('[data-preview-state] > svg')
+    const outlines = overlay?.querySelectorAll('g:first-child > rect')
+    const outerFrame = animationFor(outlines?.[0])
+    const workspaceFrame = animationFor(outlines?.[1])
+    const composerFrame = animationFor(outlines?.[2])
+    const sidebarIcon = animationFor(overlay?.querySelector('[data-test-icon="sidebar"] path'))
+    const composerIcon = animationFor(overlay?.querySelector('[data-test-icon="composer"] path'))
+    const content = animationFor(host.querySelector('[data-preview-state] > div'))
+    const overlayFade = animationFor(overlay)
+
+    expect(startsAt(outerFrame)).toBeLessThan(startsAt(workspaceFrame))
+    expect(startsAt(workspaceFrame)).toBeLessThan(startsAt(sidebarIcon))
+    expect(endsAt(sidebarIcon)).toBeLessThanOrEqual(startsAt(composerFrame))
+    expect(startsAt(composerFrame)).toBeLessThan(startsAt(composerIcon))
+    for (const animation of pending) {
+      if (animation === content || animation === overlayFade) continue
+      expect(endsAt(animation)).toBeLessThanOrEqual(startsAt(content))
+    }
+    expect(overlayFade.options).toEqual(content.options)
+    expect(onComplete).not.toHaveBeenCalled()
+  })
+
+  it('draws filled icons before filling them without competing animations on their properties', () => {
+    mount(true)
+    beginDrawing()
+    const overlay = host.querySelector('[data-preview-state] > svg')
+    const icons = overlay?.querySelectorAll('[data-preview-icons] path')
+    expect(icons).toHaveLength(2)
+    for (const icon of icons ?? []) {
+      expect(pending.filter((animation) => animation.element === icon)).toHaveLength(1)
+      expect(icon.getAttribute('stroke-dashoffset')).toBe('1')
+      expect(icon.getAttribute('fill-opacity')).toBe('0')
+    }
+    const filled = animationFor(overlay?.querySelector('[data-test-icon="composer"] path'))
+    const strokeComplete = filled.frames.findIndex((frame) => frame.strokeDashoffset === 0)
+    const fillVisible = filled.frames.findIndex((frame) => Number(frame.fillOpacity) > 0)
+    expect(strokeComplete).toBeGreaterThan(0)
+    expect(fillVisible).toBeGreaterThan(strokeComplete)
+    expect(filled.frames[strokeComplete].fillOpacity).toBe(0)
+    expect(filled.frames[strokeComplete].offset).toBeGreaterThan(0)
+    expect(filled.frames[strokeComplete].offset).toBeLessThan(1)
+    const outlined = animationFor(overlay?.querySelector('[data-test-icon="sidebar"] path'))
+    expect(outlined.frames.every((frame) => frame.fillOpacity === 0)).toBe(true)
+  })
+
+  it('reveals skeleton bars once without brightness reversals before the shared handoff', () => {
+    mount(true)
+    beginDrawing()
+    const skeletons = host.querySelectorAll('[data-preview-skeleton] rect')
+    expect(skeletons.length).toBeGreaterThan(0)
+    for (const bar of skeletons) {
+      const animation = animationFor(bar)
+      const opacity = animation.frames.map((frame) => Number(frame.opacity))
+      expect(opacity[0]).toBe(0)
+      expect(opacity.at(-1)).toBeGreaterThan(0)
+      expect(opacity.every((value, index) => index === 0 || value >= opacity[index - 1])).toBe(true)
+    }
+  })
+
+  it('keeps final animation styles until the real content is visible and the overlay has unmounted', async () => {
+    mount(true)
+    beginDrawing()
+    const reveal = animationFor(host.querySelector('[data-preview-state] > div'))
+    expect(pending.every((animation) => animation.cancel.mock.calls.length === 0)).toBe(true)
+    await act(async () => reveal.finish())
+    expect(state()).toBe('ready')
+    for (const animation of pending) {
+      expect(animation.cancel).toHaveBeenCalledTimes(1)
+      expect(animation.cancel.mock.results[0].value).toEqual({
+        contentHidden: false,
+        contentInert: false,
+        overlayMounted: false,
+      })
+    }
+    expect(onComplete).toHaveBeenCalledExactlyOnceWith(false)
+  })
+
+  it('settles safely after a layout resize without replaying or completing twice', async () => {
+    let resize: (() => void) | undefined
+    vi.stubGlobal(
+      'ResizeObserver',
+      class {
+        constructor(callback: ResizeObserverCallback) {
+          resize = () => callback([], this as ResizeObserver)
+        }
+        observe = vi.fn()
+        disconnect = vi.fn()
+      }
+    )
+    mount(true)
+    beginDrawing()
+    act(() => resize?.())
+    expect(state()).toBe('drawing')
+    const preview = host.querySelector('[data-preview-state]')
+    if (!preview) throw new Error('Expected the platform preview')
+    vi.spyOn(preview, 'getBoundingClientRect').mockReturnValue(new DOMRect(0, 0, 800, 400))
+    act(() => resize?.())
+    expect(state()).toBe('ready')
+    expect(host.querySelector('[inert]')).toBeNull()
+    for (const animation of pending) {
+      expect(animation.cancel.mock.results[0].value).toEqual({
+        contentHidden: false,
+        contentInert: false,
+        overlayMounted: false,
+      })
+    }
+    await act(async () => pending.forEach((animation) => animation.finish()))
+    act(() => enterViewport())
+    expect(onComplete).toHaveBeenCalledExactlyOnceWith(false)
+  })
+
+  it('waits for the painting to decode before drawing the platform', async () => {
+    const stage = document.createElement('div')
+    stage.dataset.previewStage = ''
+    host.before(stage)
+    stage.append(host)
+    const background = document.createElement('img')
+    background.dataset.previewBackground = ''
+    Object.defineProperty(background, 'complete', { value: false })
+    let loaded = () => {}
+    background.decode = () =>
+      new Promise<void>((resolve) => {
+        loaded = resolve
+      })
+    stage.append(background)
+    mount()
+    beginDrawing()
+    expect(state()).toBe('waiting')
+    expect(pending).toHaveLength(0)
+    await act(async () => loaded())
+    act(() => frame?.(0))
+    expect(state()).toBe('drawing')
+    expect(onComplete).not.toHaveBeenCalled()
+    stage.before(host)
+    stage.remove()
+  })
+
+  it('shows the completed preview immediately when reduced motion is enabled', () => {
+    reducedMotion = true
+    mount()
+    expect(state()).toBe('ready')
+    expect(pending).toHaveLength(0)
+    expect(host.querySelector('[inert]')).toBeNull()
+    expect(onComplete).toHaveBeenCalledExactlyOnceWith(true)
+  })
+
+  it('settles immediately if reduced motion is enabled during the drawing', async () => {
+    mount()
+    beginDrawing()
+    act(() => {
+      reducedMotion = true
+      motionChange()
+    })
+    expect(state()).toBe('ready')
+    expect(pending.every((animation) => animation.cancel.mock.calls.length > 0)).toBe(true)
+    await act(async () => pending.forEach((animation) => animation.finish()))
+    expect(onComplete).toHaveBeenCalledExactlyOnceWith(true)
+  })
+
+  it('cancels the entrance on unmount without starting the chat', async () => {
+    mount()
+    beginDrawing()
+    act(() => root.unmount())
+    await act(async () => pending.forEach((animation) => animation.finish()))
+    expect(pending.every((animation) => animation.cancel.mock.calls.length > 0)).toBe(true)
+    expect(onComplete).not.toHaveBeenCalled()
+  })
+
+  it('falls back to the finished preview when Web Animations are unavailable', () => {
+    Reflect.deleteProperty(Element.prototype, 'animate')
+    mount()
+    expect(state()).toBe('ready')
+    expect(onComplete).toHaveBeenCalledExactlyOnceWith(true)
+  })
+})
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/hero-platform-intro.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/hero-platform-intro.tsx
new file mode 100644
index 00000000000..9290d47bad3
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/hero-platform-intro.tsx
@@ -0,0 +1,42 @@
+'use client'
+
+import type { ReactNode } from 'react'
+import { cn } from '@sim/emcn'
+import { usePlatformIntro } from '@/app/(landing)/components/hero/components/hero-platform-intro/use-platform-intro'
+
+interface HeroPlatformIntroProps {
+  children: ReactNode
+  onComplete: (reducedMotion: boolean) => void
+}
+
+/** Draws the mounted shell before exposing controls and starting the Mothership exchange. */
+export function HeroPlatformIntro({ children, onComplete }: HeroPlatformIntroProps) {
+  const { rootRef, contentRef, overlayRef, phase } = usePlatformIntro({ onComplete })
+  const ready = phase === 'ready'
+
+  return (
+    <div
+      ref={rootRef}
+      className='absolute inset-0'
+      data-preview-entering={ready ? undefined : ''}
+      data-preview-state={phase}
+      aria-busy={!ready}
+    >
+      <div
+        ref={contentRef}
+        className={cn('absolute inset-0', !ready && 'opacity-0 motion-reduce:opacity-100')}
+        inert={!ready}
+        aria-hidden={!ready}
+      >
+        {children}
+      </div>
+      {!ready && (
+        <svg
+          ref={overlayRef}
+          aria-hidden='true'
+          className='-inset-px pointer-events-none absolute size-[calc(100%+2px)] text-[var(--text-icon)] motion-reduce:hidden'
+        />
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/index.ts b/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/index.ts
new file mode 100644
index 00000000000..7956763fbbb
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/index.ts
@@ -0,0 +1 @@
+export { HeroPlatformIntro } from './hero-platform-intro'
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/use-platform-intro.ts b/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/use-platform-intro.ts
new file mode 100644
index 00000000000..9f31bb38b68
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-intro/use-platform-intro.ts
@@ -0,0 +1,112 @@
+'use client'
+
+import { useEffect, useLayoutEffect, useRef, useState } from 'react'
+import { drawPlatformPreview } from '@/app/(landing)/components/hero/components/hero-platform-intro/draw-platform-preview'
+
+type IntroPhase = 'waiting' | 'drawing' | 'ready'
+
+interface PlatformIntroOptions {
+  onComplete: (reducedMotion: boolean) => void
+}
+
+/** One entrance on first visibility; never replays after interaction, theme changes, or resizing. */
+export function usePlatformIntro({ onComplete }: PlatformIntroOptions) {
+  const rootRef = useRef<HTMLDivElement>(null)
+  const contentRef = useRef<HTMLDivElement>(null)
+  const overlayRef = useRef<SVGSVGElement>(null)
+  const finishedRef = useRef(false)
+  const animationsRef = useRef<Animation[]>([])
+  const [phase, setPhase] = useState<IntroPhase>('waiting')
+
+  useLayoutEffect(() => {
+    if (phase !== 'ready') return
+    animationsRef.current.forEach((animation) => animation.cancel())
+    animationsRef.current = []
+  }, [phase])
+
+  useEffect(() => {
+    const root = rootRef.current
+    const content = contentRef.current
+    const overlay = overlayRef.current
+    if (!root || !content || !overlay || finishedRef.current) return
+    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
+    const animations: Animation[] = []
+    animationsRef.current = animations
+    let cancelled = false
+    let started = false
+    let frame = 0
+    let observer: IntersectionObserver | undefined
+    let resizeObserver: ResizeObserver | undefined
+
+    const finish = (reducedMotion: boolean) => {
+      if (cancelled || finishedRef.current) return
+      finishedRef.current = true
+      observer?.disconnect()
+      resizeObserver?.disconnect()
+      cancelAnimationFrame(frame)
+      setPhase('ready')
+      onComplete(reducedMotion)
+    }
+    const draw = () => {
+      if (finishedRef.current || cancelled) return
+      frame = requestAnimationFrame(() => {
+        if (cancelled || finishedRef.current) return
+        setPhase('drawing')
+        const reveal = drawPlatformPreview(root, content, overlay, animations)
+        void reveal.finished.then(
+          () => finish(false),
+          () => undefined
+        )
+        const { width, height } = root.getBoundingClientRect()
+        if (typeof ResizeObserver !== 'undefined') {
+          resizeObserver = new ResizeObserver(() => {
+            const bounds = root.getBoundingClientRect()
+            if (Math.abs(bounds.width - width) > 1 || Math.abs(bounds.height - height) > 1)
+              finish(false)
+          })
+          resizeObserver.observe(root)
+        }
+      })
+    }
+    const begin = () => {
+      if (started || finishedRef.current || cancelled) return
+      started = true
+      observer?.disconnect()
+      const background = root
+        .closest('[data-preview-stage]')
+        ?.querySelector<HTMLImageElement>('[data-preview-background]')
+      if (background && !background.complete) {
+        void background.decode().then(draw, draw)
+      } else draw()
+    }
+    const syncMotionPreference = () => {
+      if (media.matches || typeof content.animate !== 'function') finish(true)
+    }
+
+    syncMotionPreference()
+    if (!finishedRef.current) {
+      if (typeof IntersectionObserver === 'undefined') begin()
+      else {
+        observer = new IntersectionObserver(
+          (entries) => {
+            if (entries.some((entry) => entry.isIntersecting)) begin()
+          },
+          { threshold: 0.15 }
+        )
+        observer.observe(root)
+      }
+    }
+    media.addEventListener('change', syncMotionPreference)
+    return () => {
+      cancelled = true
+      observer?.disconnect()
+      resizeObserver?.disconnect()
+      media.removeEventListener('change', syncMotionPreference)
+      cancelAnimationFrame(frame)
+      animations.forEach((animation) => animation.cancel())
+      overlay.replaceChildren()
+    }
+  }, [onComplete])
+
+  return { rootRef, contentRef, overlayRef, phase }
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop-mount.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop-mount.tsx
new file mode 100644
index 00000000000..0889fc937d6
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop-mount.tsx
@@ -0,0 +1,17 @@
+'use client'
+
+import dynamic from 'next/dynamic'
+
+/** Loads the interactive demo independently of the server-rendered hero copy and artwork. */
+const HeroPlatformLoop = dynamic(
+  () =>
+    import('@/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop').then(
+      (mod) => mod.HeroPlatformLoop
+    ),
+  { ssr: false }
+)
+
+/** Client mount for the hero's product loop; keeps {@link HeroPlatformStage} a Server Component. */
+export function HeroPlatformLoopMount() {
+  return <HeroPlatformLoop />
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.test.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.test.tsx
new file mode 100644
index 00000000000..64c296187a5
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.test.tsx
@@ -0,0 +1,324 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, type ReactNode } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { HeroPlatformLoop } from '@/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop'
+import { DEFAULT_USER_MESSAGE } from '@/app/(landing)/components/hero/components/hero-platform-loop/preview-chat-content'
+
+interface ChatProps {
+  phase: string
+  composerValue: string
+  userMessage: string
+  showWelcome: boolean
+  isSending: boolean
+  onStopGeneration: () => void
+  onComposerFocus: () => void
+  onComposerValueChange: (value: string) => void
+  onSubmit: () => void
+}
+
+let chat: ChatProps
+let completeIntro: (reducedMotion: boolean) => void
+let builtCount: number
+let runWorkflow: () => void
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | undefined>) => values.filter(Boolean).join(' '),
+  Button: ({ children }: { children: ReactNode }) => <button type='button'>{children}</button>,
+  Tooltip: {
+    Root: ({ children }: { children: ReactNode }) => children,
+    Trigger: ({ children }: { children: ReactNode }) => children,
+    Content: () => null,
+  },
+}))
+vi.mock('@sim/emcn/icons', () => ({ PanelLeft: () => null }))
+vi.mock('@/hooks/use-drag-resize', () => ({
+  useDragResize: () => ({ handlePointerDown: vi.fn() }),
+}))
+vi.mock('@/app/(landing)/components/shared/hero-loop-shell', () => ({
+  HeroLoopShell: ({ children }: { children: ReactNode }) => children,
+}))
+vi.mock('@/app/(landing)/components/hero/components/hero-platform-intro', () => ({
+  HeroPlatformIntro: ({
+    children,
+    onComplete,
+  }: {
+    children: ReactNode
+    onComplete: typeof completeIntro
+  }) => {
+    completeIntro = onComplete
+    return children
+  },
+}))
+vi.mock('@/app/(landing)/components/hero/components/hero-chat-loop', () => ({
+  HeroChatLoop: (props: ChatProps) => {
+    chat = props
+    return null
+  },
+}))
+vi.mock(
+  '@/app/(landing)/components/hero/components/hero-platform-loop/hero-resource-panel',
+  () => ({
+    HeroResourcePanel: (props: { builtCount: number; onRunWorkflow: () => void }) => {
+      builtCount = props.builtCount
+      runWorkflow = props.onRunWorkflow
+      return null
+    },
+  })
+)
+vi.mock('@/app/(landing)/components/hero/components/hero-platform-loop/stage-data', () => ({
+  STAGE_BLOCKS: Array.from({ length: 6 }, (_, id) => ({ id })),
+}))
+
+let root: Root
+let host: HTMLDivElement
+let reducedMotion: boolean
+let motionListeners: Set<() => void>
+
+beforeEach(() => {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  vi.useFakeTimers({
+    toFake: ['setTimeout', 'clearTimeout', 'setInterval', 'clearInterval', 'performance'],
+  })
+  reducedMotion = false
+  motionListeners = new Set()
+  vi.stubGlobal('matchMedia', () => ({
+    get matches() {
+      return reducedMotion
+    },
+    addEventListener: (_event: string, callback: () => void) => motionListeners.add(callback),
+    removeEventListener: (_event: string, callback: () => void) => motionListeners.delete(callback),
+  }))
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+  act(() => root.render(<HeroPlatformLoop />))
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.useRealTimers()
+  vi.unstubAllGlobals()
+})
+
+function advance(ms: number) {
+  act(() => vi.advanceTimersByTime(ms))
+}
+
+function panel() {
+  return host.querySelector('[data-resource-open]')
+}
+
+describe('HeroPlatformLoop opening', () => {
+  it('thinks and dispatches before showing agent activity, opening the workflow, and building it', () => {
+    expect(chat.phase).toBe('idle')
+    expect(chat.showWelcome).toBe(true)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('false')
+    expect(panel()?.hasAttribute('inert')).toBe(true)
+    advance(10_000)
+    expect(chat.composerValue).toBe('')
+
+    act(() => completeIntro(false))
+    advance(1_000)
+    expect(chat.phase).toBe('compose')
+    expect(chat.composerValue.length).toBeGreaterThan(0)
+    expect(DEFAULT_USER_MESSAGE.startsWith(chat.composerValue)).toBe(true)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('false')
+
+    advance(3_000)
+    expect(chat.phase).toBe('user')
+    expect(chat.composerValue).toBe('')
+    expect(chat.userMessage).toBe(DEFAULT_USER_MESSAGE)
+    advance(319)
+    expect(chat.phase).toBe('user')
+    advance(1)
+    expect(chat.phase).toBe('thinking')
+    expect(chat.isSending).toBe(true)
+    advance(3_549)
+    expect(chat.phase).toBe('thinking')
+    expect(builtCount).toBe(0)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('false')
+    advance(1)
+    expect(chat.phase).toBe('dispatching')
+    advance(650)
+    expect(chat.phase).toBe('building')
+    expect(chat.isSending).toBe(true)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('false')
+    advance(600)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('true')
+    expect(panel()?.hasAttribute('inert')).toBe(false)
+    expect(builtCount).toBe(0)
+    advance(550)
+    expect(builtCount).toBe(1)
+    advance(4_000)
+    expect(builtCount).toBe(6)
+    expect(chat.phase).toBe('reply')
+    expect(chat.isSending).toBe(false)
+  })
+
+  it('lets a visitor take over typing and submit their own prompt', () => {
+    act(() => completeIntro(false))
+    advance(1_000)
+    act(() => chat.onComposerFocus())
+    const pausedPrompt = chat.composerValue
+    advance(10_000)
+    expect(chat.phase).toBe('idle')
+    expect(chat.composerValue).toBe(pausedPrompt)
+
+    act(() => chat.onComposerValueChange('Build a pipeline report'))
+    advance(10_000)
+    expect(chat.composerValue).toBe('Build a pipeline report')
+    expect(panel()?.getAttribute('data-resource-open')).toBe('false')
+    act(() => chat.onSubmit())
+    expect(chat.phase).toBe('user')
+    expect(chat.userMessage).toBe('Build a pipeline report')
+    advance(1_200)
+    expect(chat.phase).toBe('thinking')
+    expect(panel()?.getAttribute('data-resource-open')).toBe('false')
+    advance(3_920)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('true')
+  })
+
+  it('cancels automatic typing when a suggested prompt replaces the composer value', () => {
+    act(() => completeIntro(false))
+    advance(1_000)
+    act(() => chat.onComposerValueChange('Post deal alerts to #sales'))
+    advance(10_000)
+    expect(chat.phase).toBe('idle')
+    expect(chat.composerValue).toBe('Post deal alerts to #sales')
+    expect(panel()?.getAttribute('data-resource-open')).toBe('false')
+  })
+
+  it('shows the finished preview without typing when the entrance reports reduced motion', () => {
+    act(() => completeIntro(true))
+    expect(chat.phase).toBe('reply')
+    expect(chat.composerValue).toBe('')
+    expect(builtCount).toBe(6)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('true')
+    expect(vi.getTimerCount()).toBe(0)
+  })
+
+  it('settles the preview when reduced motion is enabled during typing', () => {
+    act(() => completeIntro(false))
+    advance(1_000)
+    act(() => {
+      reducedMotion = true
+      motionListeners.forEach((listener) => listener())
+    })
+    expect(chat.phase).toBe('reply')
+    expect(chat.composerValue).toBe('')
+    expect(builtCount).toBe(6)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('true')
+    expect(vi.getTimerCount()).toBe(0)
+    expect(motionListeners.size).toBe(0)
+  })
+
+  it('cancels the pending thinking and build sequence when generation is stopped', () => {
+    act(() => chat.onComposerValueChange('Build a pipeline report'))
+    act(() => chat.onSubmit())
+    advance(1_000)
+    expect(chat.phase).toBe('thinking')
+    act(() => chat.onStopGeneration())
+    expect(chat.isSending).toBe(false)
+    expect(vi.getTimerCount()).toBe(0)
+    advance(10_000)
+    expect(chat.phase).toBe('reply')
+    expect(builtCount).toBe(6)
+  })
+
+  it('restarts thinking for a new submission without an old timer opening the workflow', () => {
+    act(() => chat.onComposerValueChange('Build a report'))
+    act(() => chat.onSubmit())
+    advance(1_000)
+    act(() => chat.onComposerValueChange('Enrich new leads'))
+    act(() => chat.onSubmit())
+    advance(3_000)
+    expect(chat.userMessage).toBe('Enrich new leads')
+    expect(chat.phase).toBe('thinking')
+    expect(builtCount).toBe(0)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('false')
+    advance(1_520)
+    expect(chat.phase).toBe('building')
+  })
+
+  it('settles and clears delayed work when reduced motion is enabled during thinking', () => {
+    act(() => chat.onComposerValueChange('Build a report'))
+    act(() => chat.onSubmit())
+    advance(1_000)
+    act(() => {
+      reducedMotion = true
+      motionListeners.forEach((listener) => listener())
+    })
+    expect(chat.phase).toBe('reply')
+    expect(chat.isSending).toBe(false)
+    expect(builtCount).toBe(6)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('true')
+    expect(vi.getTimerCount()).toBe(0)
+  })
+
+  it('cleans up automatic typing and motion listeners on unmount', () => {
+    act(() => completeIntro(false))
+    advance(1_000)
+    act(() => root.unmount())
+    expect(vi.getTimerCount()).toBe(0)
+    expect(motionListeners.size).toBe(0)
+  })
+
+  it('cancels a pending rerun before thinking through a new submission', () => {
+    act(() => completeIntro(true))
+    act(() => runWorkflow())
+    advance(400)
+    expect(builtCount).toBe(2)
+    act(() => chat.onComposerValueChange('Build a new report'))
+    act(() => chat.onSubmit())
+    advance(2_000)
+    expect(chat.phase).toBe('thinking')
+    expect(builtCount).toBe(0)
+    expect(panel()?.getAttribute('data-resource-open')).toBe('false')
+  })
+
+  it('cancels pending chat build timers when the visitor runs the workflow', () => {
+    act(() => chat.onComposerValueChange('Build a report'))
+    act(() => chat.onSubmit())
+    advance(1_000)
+    act(() => runWorkflow())
+    advance(5_000)
+    expect(chat.phase).toBe('reply')
+    expect(chat.isSending).toBe(false)
+    expect(builtCount).toBe(6)
+  })
+
+  it('cancels a pending rerun when generation is stopped', () => {
+    act(() => completeIntro(true))
+    act(() => runWorkflow())
+    advance(400)
+    act(() => chat.onStopGeneration())
+    expect(vi.getTimerCount()).toBe(0)
+    advance(1_000)
+    expect(builtCount).toBe(6)
+  })
+
+  it('settles reruns immediately when motion is reduced', () => {
+    reducedMotion = true
+    act(() => completeIntro(true))
+    act(() => runWorkflow())
+    expect(builtCount).toBe(6)
+    expect(vi.getTimerCount()).toBe(0)
+  })
+
+  it('settles an active rerun when reduced motion is enabled', () => {
+    act(() => completeIntro(true))
+    act(() => runWorkflow())
+    advance(400)
+    expect(builtCount).toBe(2)
+    act(() => {
+      reducedMotion = true
+      motionListeners.forEach((listener) => listener())
+    })
+    expect(builtCount).toBe(6)
+    expect(vi.getTimerCount()).toBe(0)
+  })
+})
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.tsx
index 51f23eb2ac0..1989c76f449 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.tsx
@@ -1,136 +1,366 @@
 'use client'
 
-import { useEffect, useState } from 'react'
-import { cn } from '@sim/emcn'
+import { useCallback, useEffect, useRef, useState } from 'react'
+import { Button, cn, Tooltip } from '@sim/emcn'
+import { PanelLeft } from '@sim/emcn/icons'
 import {
   HeroChatLoop,
   type HeroChatPhase,
 } from '@/app/(landing)/components/hero/components/hero-chat-loop'
-import { HeroWorkflowStage } from '@/app/(landing)/components/hero/components/hero-platform-loop/hero-workflow-stage'
+import { HeroPlatformIntro } from '@/app/(landing)/components/hero/components/hero-platform-intro'
+import {
+  type HeroResourceId,
+  HeroResourcePanel,
+} from '@/app/(landing)/components/hero/components/hero-platform-loop/hero-resource-panel'
+import { PREVIEW_BUILD_TIMING } from '@/app/(landing)/components/hero/components/hero-platform-loop/preview-build-timing'
+import {
+  DEFAULT_REPLY_MESSAGE,
+  DEFAULT_USER_MESSAGE,
+} from '@/app/(landing)/components/hero/components/hero-platform-loop/preview-chat-content'
 import { STAGE_BLOCKS } from '@/app/(landing)/components/hero/components/hero-platform-loop/stage-data'
 import { HeroLoopShell } from '@/app/(landing)/components/shared/hero-loop-shell'
 import {
   PREVIEW_SIDEBAR_CHATS,
   PREVIEW_SIDEBAR_WORKFLOWS,
 } from '@/app/(landing)/components/shared/sidebar-preview-content'
+import { useDragResize } from '@/hooks/use-drag-resize'
 
-/**
- * One pass of the synced loop, matching the REAL platform behavior: the chat
- * runs FULL-WIDTH (stage collapsed, exactly like `MothershipView`'s `w-0`
- * state); the user message lands and the Mothership starts thinking; the stage
- * pane SLIDES IN from the right (the real `w-1/2` + `border-l` width
- * transition); the workflow assembles block by block inside it; the reply
- * lands once the flow is built; the scene holds, fades, and restarts.
- */
-const PHASE_STARTS = { user: 500, thinking: 1400 } as const
-/** The stage pane starts sliding open here (during thinking). */
-const STAGE_OPEN_AT = 1900
-/** Block N (build order) pops in at BUILD_START + N * BUILD_STEP. */
-const BUILD_START = 2400
-const BUILD_STEP = 620
-const REPLY_AT = 6400
-const TOTAL_MS = 12_500
-const RESET_FADE_MS = 260
+const REPLY_AT =
+  PREVIEW_BUILD_TIMING.blockStartAt +
+  STAGE_BLOCKS.length * PREVIEW_BUILD_TIMING.blockStepMs +
+  PREVIEW_BUILD_TIMING.replyPauseMs
+const PROMPT_START_DELAY = 400
+const PROMPT_CHAR_MS = 24
+const PROMPT_HOLD_MS = 500
+const RESOURCE_RUN_STEP = 360
+const PREVIEW_PANE_MIN_WIDTH = 360
 
 /**
- * The homepage's live platform preview, rendered through the same shared shell
- * as every product and solutions hero so the sidebar never drifts between
- * landing surfaces. Inside, the layout mirrors `Home`: the
- * {@link HeroChatLoop} is a flex-1
- * `--bg` column; the {@link HeroWorkflowStage} pane animates `w-0 ↔ w-1/2`
- * with the real `MothershipView` width transition (200ms,
- * `cubic-bezier(0.25,0.1,0.25,1)`, `border-l` only while open), matching the
- * divider users see in the product.
- *
- * Both panes stay `pointer-events-none` (decorative, matching the hero's
- * `aria-hidden` frame) - blocks are static. Remounting the stage per cycle
- * (`key={cycleId}`) resets build state.
- *
- * Under `prefers-reduced-motion` the loop never starts: the finished exchange,
- * open stage, and fully-built workflow render statically.
+ * Native-scale product preview for the homepage. It composes the real Sim
+ * sidebar geometry, chat controls, resource tab strip, and embedded workflow
+ * presentation with isolated demo state, so visitors can use the preview
+ * without a session or access to workspace data. Below the desktop breakpoint,
+ * chat and resources share one pane; the resource header returns to chat.
  */
 export function HeroPlatformLoop() {
+  const previewContainerRef = useRef<HTMLDivElement>(null)
+  const resourcePaneRef = useRef<HTMLDivElement>(null)
   const [phase, setPhase] = useState<HeroChatPhase>('idle')
   const [stageOpen, setStageOpen] = useState(false)
+  const [isResizingStage, setIsResizingStage] = useState(false)
   const [builtCount, setBuiltCount] = useState(0)
-  const [fading, setFading] = useState(false)
   const [cycleId, setCycleId] = useState(0)
+  const [submissionId, setSubmissionId] = useState(0)
+  const [resourceRunId, setResourceRunId] = useState(0)
+  const [composerValue, setComposerValue] = useState('')
+  const [userMessage, setUserMessage] = useState(DEFAULT_USER_MESSAGE)
+  const [activeResourceId, setActiveResourceId] = useState<HeroResourceId | null>('workflow')
+  const [openResourceIds, setOpenResourceIds] = useState<HeroResourceId[]>(['workflow', 'table'])
+
+  const finishIntro = useCallback((reducedMotion: boolean) => {
+    if (reducedMotion) {
+      setPhase('reply')
+      setStageOpen(true)
+      setBuiltCount(STAGE_BLOCKS.length)
+      return
+    }
+    setPhase('compose')
+  }, [])
+
+  const { handlePointerDown: handleStageResizePointerDown } = useDragResize({
+    cursor: 'ew-resize',
+    cssVar: '--preview-resource-width',
+    getTarget: () => resourcePaneRef.current,
+    compute: (event) => {
+      const container = previewContainerRef.current
+      if (!container) return null
+
+      const rect = container.getBoundingClientRect()
+      const minWidth = Math.min(PREVIEW_PANE_MIN_WIDTH, rect.width / 2)
+      const maxWidth = Math.max(minWidth, rect.width - minWidth)
+      return Math.min(Math.max(rect.right - event.clientX, minWidth), maxWidth)
+    },
+    commit: (width) => {
+      previewContainerRef.current?.style.setProperty('--preview-resource-width', `${width}px`)
+    },
+    onStart: () => {
+      resourcePaneRef.current?.style.setProperty('transition', 'none')
+      setIsResizingStage(true)
+    },
+    onEnd: () => {
+      resourcePaneRef.current?.style.removeProperty('transition')
+      setIsResizingStage(false)
+    },
+  })
 
   useEffect(() => {
+    if (phase !== 'compose') return undefined
+
     const media = window.matchMedia('(prefers-reduced-motion: reduce)')
-    let timers: ReturnType<typeof setTimeout>[] = []
+    const startedAt = performance.now()
+    const sendAt =
+      PROMPT_START_DELAY + DEFAULT_USER_MESSAGE.length * PROMPT_CHAR_MS + PROMPT_HOLD_MS
+    const interval = setInterval(() => {
+      const elapsed = performance.now() - startedAt
+      const count = Math.max(0, Math.floor((elapsed - PROMPT_START_DELAY) / PROMPT_CHAR_MS))
+      setComposerValue(DEFAULT_USER_MESSAGE.slice(0, count))
+      if (elapsed < sendAt) return
+      clearInterval(interval)
+      setComposerValue('')
+      setPhase('user')
+      setSubmissionId((current) => current + 1)
+    }, PROMPT_CHAR_MS)
 
-    const clearScheduled = () => {
-      timers.forEach(clearTimeout)
-      timers = []
+    const syncMotionPreference = () => {
+      if (!media.matches) return
+      clearInterval(interval)
+      setComposerValue('')
+      setPhase('reply')
+      setStageOpen(true)
+      setBuiltCount(STAGE_BLOCKS.length)
+    }
+    syncMotionPreference()
+    media.addEventListener('change', syncMotionPreference)
+    return () => {
+      clearInterval(interval)
+      media.removeEventListener('change', syncMotionPreference)
     }
+  }, [phase])
 
-    const showFinished = () => {
-      clearScheduled()
-      setFading(false)
-      setPhase('reply')
+  useEffect(() => {
+    if (submissionId === 0) return undefined
+
+    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
+    const timers: ReturnType<typeof setTimeout>[] = []
+    const settle = () => {
+      timers.forEach(clearTimeout)
       setStageOpen(true)
       setBuiltCount(STAGE_BLOCKS.length)
+      setPhase('reply')
+    }
+    const syncMotionPreference = () => {
+      if (media.matches) settle()
+    }
+    if (media.matches) {
+      settle()
+      return undefined
     }
 
-    const runCycle = () => {
-      setFading(false)
-      setPhase('idle')
-      setStageOpen(false)
-      setBuiltCount(0)
-      setCycleId((c) => c + 1)
-      timers = [
-        setTimeout(() => setPhase('user'), PHASE_STARTS.user),
-        setTimeout(() => setPhase('thinking'), PHASE_STARTS.thinking),
-        setTimeout(() => setStageOpen(true), STAGE_OPEN_AT),
-        ...STAGE_BLOCKS.map((_, i) =>
-          setTimeout(() => setBuiltCount(i + 1), BUILD_START + i * BUILD_STEP)
-        ),
-        setTimeout(() => setPhase('reply'), REPLY_AT),
-        setTimeout(() => setFading(true), TOTAL_MS - RESET_FADE_MS),
-        setTimeout(runCycle, TOTAL_MS),
-      ]
+    timers.push(
+      setTimeout(() => setPhase('thinking'), PREVIEW_BUILD_TIMING.thinkingAt),
+      setTimeout(() => setPhase('dispatching'), PREVIEW_BUILD_TIMING.dispatchAt),
+      setTimeout(() => setPhase('building'), PREVIEW_BUILD_TIMING.agentAt),
+      setTimeout(() => setStageOpen(true), PREVIEW_BUILD_TIMING.stageOpenAt),
+      ...STAGE_BLOCKS.map((_, index) =>
+        setTimeout(
+          () => setBuiltCount(index + 1),
+          PREVIEW_BUILD_TIMING.blockStartAt + index * PREVIEW_BUILD_TIMING.blockStepMs
+        )
+      ),
+      setTimeout(() => setPhase('reply'), REPLY_AT)
+    )
+    media.addEventListener('change', syncMotionPreference)
+    return () => {
+      timers.forEach(clearTimeout)
+      media.removeEventListener('change', syncMotionPreference)
     }
+  }, [submissionId])
 
+  useEffect(() => {
+    if (resourceRunId === 0) return undefined
+
+    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
+    const timers: ReturnType<typeof setTimeout>[] = []
+    const settle = () => {
+      timers.forEach(clearTimeout)
+      setBuiltCount(STAGE_BLOCKS.length)
+    }
     const syncMotionPreference = () => {
-      clearScheduled()
-      if (media.matches) {
-        showFinished()
-        return
-      }
-      runCycle()
+      if (media.matches) settle()
+    }
+    if (media.matches) {
+      settle()
+      return undefined
     }
 
-    syncMotionPreference()
+    timers.push(
+      ...STAGE_BLOCKS.map((_, index) =>
+        setTimeout(() => setBuiltCount(index + 1), index * RESOURCE_RUN_STEP)
+      )
+    )
     media.addEventListener('change', syncMotionPreference)
     return () => {
+      timers.forEach(clearTimeout)
       media.removeEventListener('change', syncMotionPreference)
-      clearScheduled()
     }
-  }, [])
+  }, [resourceRunId])
+
+  const pausePrompt = () => {
+    if (phase === 'compose') setPhase('idle')
+  }
+
+  const updateComposer = (value: string) => {
+    pausePrompt()
+    setComposerValue(value)
+  }
+
+  const openResource = (id: HeroResourceId) => {
+    setOpenResourceIds((current) => (current.includes(id) ? current : [...current, id]))
+    setActiveResourceId(id)
+    setStageOpen(true)
+  }
+
+  const closeResource = (id: HeroResourceId) => {
+    const index = openResourceIds.indexOf(id)
+    if (index < 0) return
+
+    const next = openResourceIds.filter((resourceId) => resourceId !== id)
+    setOpenResourceIds(next)
+    if (activeResourceId === id) {
+      setActiveResourceId(next[Math.min(index, next.length - 1)] ?? null)
+    }
+  }
+
+  const submitMessage = (messageOverride?: string) => {
+    const message = (messageOverride ?? composerValue).trim()
+    if (!message) return
+
+    setUserMessage(message)
+    setComposerValue('')
+    setPhase('user')
+    setStageOpen(false)
+    setBuiltCount(0)
+    setResourceRunId(0)
+    setActiveResourceId('workflow')
+    setOpenResourceIds((current) =>
+      current.includes('workflow') ? current : [...current, 'workflow']
+    )
+    setCycleId((current) => current + 1)
+    setSubmissionId((current) => current + 1)
+  }
+
+  const stopGeneration = () => {
+    setPhase('reply')
+    openResource('workflow')
+    setBuiltCount(STAGE_BLOCKS.length)
+    setSubmissionId(0)
+    setResourceRunId(0)
+  }
+
+  const runWorkflow = () => {
+    openResource('workflow')
+    setPhase('reply')
+    setSubmissionId(0)
+    setBuiltCount(0)
+    setCycleId((current) => current + 1)
+    setResourceRunId((current) => current + 1)
+  }
+
+  const isSending = phase !== 'idle' && phase !== 'compose' && phase !== 'reply'
 
   return (
-    <HeroLoopShell chats={PREVIEW_SIDEBAR_CHATS} workflows={PREVIEW_SIDEBAR_WORKFLOWS}>
-      <div className='flex h-full w-full overflow-hidden rounded-[6px] border border-[var(--border)] bg-[var(--bg)]'>
-        <div className='relative h-full min-w-0 flex-1'>
-          <HeroChatLoop phase={phase} fading={fading} />
-        </div>
+    <HeroPlatformIntro onComplete={finishIntro}>
+      <HeroLoopShell
+        chats={PREVIEW_SIDEBAR_CHATS}
+        workflows={PREVIEW_SIDEBAR_WORKFLOWS}
+        mode='native'
+      >
         <div
-          className={cn(
-            'h-full shrink-0 overflow-hidden border-[var(--border)] bg-[var(--bg)] transition-[width,min-width,border-width] duration-200 [transition-timing-function:cubic-bezier(0.25,0.1,0.25,1)]',
-            stageOpen ? 'w-1/2 border-l' : 'w-0 min-w-0 border-l-0'
-          )}
+          ref={previewContainerRef}
+          data-preview-outline='frame'
+          className='relative flex h-full w-full overflow-hidden rounded-[6px] border border-[var(--border)] bg-[var(--bg)] [--preview-resource-width:50%]'
         >
+          <div className={cn('relative h-full min-w-0 flex-1', stageOpen && 'max-lg:hidden')}>
+            <HeroChatLoop
+              showWelcome
+              phase={phase}
+              fading={false}
+              userMessage={userMessage}
+              replyMessage={DEFAULT_REPLY_MESSAGE}
+              composerValue={composerValue}
+              isSending={isSending}
+              onComposerValueChange={updateComposer}
+              onComposerFocus={pausePrompt}
+              onOpenWorkflowResource={() => openResource('workflow')}
+              onFollowUpSelect={submitMessage}
+              onSubmit={() => submitMessage()}
+              onStopGeneration={stopGeneration}
+            />
+            {!stageOpen && (
+              <div className='absolute top-2 right-3 z-30'>
+                <Tooltip.Root>
+                  <Tooltip.Trigger asChild>
+                    <Button
+                      type='button'
+                      variant='ghost'
+                      size={null}
+                      onClick={() => openResource(activeResourceId ?? 'workflow')}
+                      className='size-[30px] rounded-[8px] p-0 hover-hover:bg-[var(--surface-active)]'
+                      aria-label='Expand resource view'
+                    >
+                      <PanelLeft className='-scale-x-100 size-[16px] text-[var(--text-icon)]' />
+                    </Button>
+                  </Tooltip.Trigger>
+                  <Tooltip.Content side='bottom'>Expand resource view</Tooltip.Content>
+                </Tooltip.Root>
+              </div>
+            )}
+          </div>
+
+          {stageOpen && (
+            <div className='relative z-20 w-0 flex-none max-lg:hidden'>
+              <div
+                className='absolute inset-y-0 left-[-4px] w-[8px] cursor-ew-resize touch-none hover-hover:[&>div]:bg-[var(--border)]'
+                onPointerDown={handleStageResizePointerDown}
+                role='separator'
+                aria-orientation='vertical'
+                aria-label='Resize resource panel'
+              >
+                <div
+                  className={cn(
+                    '-translate-x-1/2 pointer-events-none absolute inset-y-0 left-1/2 w-px bg-transparent transition-colors duration-100 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
+                    isResizingStage && 'bg-[var(--border)]'
+                  )}
+                />
+              </div>
+            </div>
+          )}
+
           <div
+            ref={resourcePaneRef}
+            data-preview-outline={stageOpen ? 'left' : undefined}
+            data-preview-collapsed={stageOpen ? undefined : ''}
+            data-resource-open={stageOpen}
+            inert={!stageOpen}
+            aria-hidden={!stageOpen}
             className={cn(
-              'h-full w-full transition-opacity duration-300 ease-out',
-              fading ? 'opacity-0' : 'opacity-100'
+              'h-full shrink-0 overflow-hidden border-[var(--border)] bg-[var(--bg)] transition-[width,min-width,border-width] duration-[480ms] ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
+              stageOpen
+                ? 'w-[var(--preview-resource-width)] border-l max-lg:w-full max-lg:border-l-0'
+                : 'w-0 min-w-0 border-l-0'
             )}
           >
-            <HeroWorkflowStage key={cycleId} builtCount={builtCount} />
+            <div
+              className={cn(
+                'h-full w-full transition-[transform,opacity] duration-[480ms] ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
+                stageOpen ? 'translate-x-0 opacity-100' : 'translate-x-6 opacity-0'
+              )}
+            >
+              <HeroResourcePanel
+                activeId={activeResourceId}
+                builtCount={builtCount}
+                openIds={openResourceIds}
+                workflowKey={cycleId}
+                onActiveChange={setActiveResourceId}
+                onClose={() => setStageOpen(false)}
+                onCloseResource={closeResource}
+                onOpenResource={openResource}
+                onRunWorkflow={runWorkflow}
+              />
+            </div>
           </div>
         </div>
-      </div>
-    </HeroLoopShell>
+      </HeroLoopShell>
+    </HeroPlatformIntro>
   )
 }
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-resource-panel.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-resource-panel.tsx
new file mode 100644
index 00000000000..d6bdb2a11a7
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-resource-panel.tsx
@@ -0,0 +1,235 @@
+'use client'
+
+import type { ComponentType } from 'react'
+import {
+  Button,
+  cn,
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuItem,
+  DropdownMenuTrigger,
+  TabStrip,
+  type TabStripItem,
+  Tooltip,
+} from '@sim/emcn'
+import {
+  FileText,
+  PanelLeft,
+  PlayOutline,
+  Plus,
+  Table as TableIcon,
+  Workflow,
+} from '@sim/emcn/icons'
+import { HeroWorkflowStage } from '@/app/(landing)/components/hero/components/hero-platform-loop/hero-workflow-stage'
+import type { LeadRecord } from '@/app/(landing)/tables/components/tables-records-preview/data'
+import { TablesRecordsTable } from '@/app/(landing)/tables/components/tables-records-preview/tables-records-table'
+import {
+  RESOURCE_HEADER_CLASSES,
+  RESOURCE_TAB_ICON_BUTTON_CLASS,
+  RESOURCE_TAB_ICON_CLASS,
+} from '@/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-tabs/resource-tab-controls'
+
+export type HeroResourceId = 'workflow' | 'table' | 'brief'
+
+interface HeroResourceDefinition {
+  id: HeroResourceId
+  title: string
+  icon: ComponentType<{ className?: string }>
+}
+
+const HERO_RESOURCES: readonly HeroResourceDefinition[] = [
+  { id: 'workflow', title: 'Lead enrichment', icon: Workflow },
+  { id: 'table', title: 'Qualified leads', icon: TableIcon },
+  { id: 'brief', title: 'lead-enrichment-brief.md', icon: FileText },
+] as const
+
+const TABLE_ROWS: readonly LeadRecord[] = [
+  { id: 'northstar', contact: 'Maya Chen', company: 'Northstar', score: 94, status: 'Qualified' },
+  { id: 'arcadia', contact: 'Jon Bell', company: 'Arcadia', score: 88, status: 'Qualified' },
+  { id: 'hearth', contact: 'Priya Shah', company: 'Hearth', score: 79, status: 'Review' },
+  { id: 'lattice', contact: 'Noah Kim', company: 'Lattice', score: 72, status: 'Review' },
+] as const
+
+interface HeroResourcePanelProps {
+  activeId: HeroResourceId | null
+  builtCount: number
+  openIds: readonly HeroResourceId[]
+  workflowKey: number
+  onActiveChange: (id: HeroResourceId) => void
+  onClose: () => void
+  onCloseResource: (id: HeroResourceId) => void
+  onOpenResource: (id: HeroResourceId) => void
+  onRunWorkflow: () => void
+}
+
+function HeroFileResource() {
+  return (
+    <div className='h-full overflow-y-auto bg-[var(--bg)]'>
+      <article className='mx-auto max-w-[520px] px-8 py-10 max-lg:px-6'>
+        <div className='mb-8 flex items-center gap-2 text-[var(--text-muted)] text-caption'>
+          <FileText className='size-[14px] text-[var(--text-icon)]' />
+          Markdown
+          <span aria-hidden='true'>/</span>
+          Updated just now
+        </div>
+        <h2 className='text-[26px] text-[var(--text-primary)] leading-[1.15] tracking-[-0.015em]'>
+          Lead enrichment brief
+        </h2>
+        <p className='mt-4 text-[var(--text-secondary)] text-sm leading-6'>
+          Score every inbound signup against firmographic and engagement signals before routing
+          qualified leads to the sales team.
+        </p>
+        <div className='mt-8 border-[var(--border)] border-t pt-6'>
+          <h3 className='text-[var(--text-primary)] text-sm'>Qualification rules</h3>
+          <ul className='mt-3 list-disc space-y-2 pl-5 text-[var(--text-secondary)] text-sm leading-6'>
+            <li>Company size is at least 200 employees</li>
+            <li>Lead matches an active sales territory</li>
+            <li>Product intent score is above 70</li>
+          </ul>
+        </div>
+        <div className='mt-8 border-[var(--border)] border-t pt-6'>
+          <h3 className='text-[var(--text-primary)] text-sm'>Routing</h3>
+          <p className='mt-3 text-[var(--text-secondary)] text-sm leading-6'>
+            Post qualified leads to the sales channel and save the full enrichment record in the
+            Qualified leads table.
+          </p>
+        </div>
+      </article>
+    </div>
+  )
+}
+
+function resourceIcon(resource: HeroResourceDefinition) {
+  const Icon = resource.icon
+  return <Icon className='size-[16px] shrink-0 text-[var(--text-icon)]' />
+}
+
+/**
+ * Landing-safe version of the production Mothership resource panel. It uses
+ * the real floating TabStrip and resource-header geometry while keeping all
+ * data local to the public demo.
+ */
+export function HeroResourcePanel({
+  activeId,
+  builtCount,
+  openIds,
+  workflowKey,
+  onActiveChange,
+  onClose,
+  onCloseResource,
+  onOpenResource,
+  onRunWorkflow,
+}: HeroResourcePanelProps) {
+  const openResources = HERO_RESOURCES.filter((resource) => openIds.includes(resource.id))
+  const tabs: TabStripItem[] = openResources.map((resource) => ({
+    id: resource.id,
+    title: resource.title,
+    icon: resourceIcon(resource),
+    active: resource.id === activeId,
+  }))
+
+  const workflowActions =
+    activeId === 'workflow' ? (
+      <Tooltip.Root>
+        <Tooltip.Trigger asChild>
+          <Button
+            type='button'
+            variant='subtle'
+            onClick={onRunWorkflow}
+            className={RESOURCE_TAB_ICON_BUTTON_CLASS}
+            aria-label='Run workflow'
+          >
+            <PlayOutline className={RESOURCE_TAB_ICON_CLASS} />
+          </Button>
+        </Tooltip.Trigger>
+        <Tooltip.Content side='bottom'>Run workflow</Tooltip.Content>
+      </Tooltip.Root>
+    ) : null
+
+  return (
+    <div
+      className={cn('relative flex h-full flex-col bg-[var(--bg)]', RESOURCE_HEADER_CLASSES.layout)}
+    >
+      <TabStrip
+        tabs={tabs}
+        onSelect={(id) => onActiveChange(id as HeroResourceId)}
+        onClose={(id) => onCloseResource(id as HeroResourceId)}
+        variant='floating'
+        className={RESOURCE_HEADER_CLASSES.stripGeometry}
+        newTabControl={
+          <DropdownMenu>
+            <Tooltip.Root>
+              <Tooltip.Trigger asChild>
+                <DropdownMenuTrigger asChild>
+                  <Button
+                    type='button'
+                    variant='subtle'
+                    className={RESOURCE_TAB_ICON_BUTTON_CLASS}
+                    aria-label='Add resource'
+                  >
+                    <Plus className={RESOURCE_TAB_ICON_CLASS} />
+                  </Button>
+                </DropdownMenuTrigger>
+              </Tooltip.Trigger>
+              <Tooltip.Content side='bottom'>Add resource</Tooltip.Content>
+            </Tooltip.Root>
+            <DropdownMenuContent align='start' sideOffset={6}>
+              {HERO_RESOURCES.map((resource) => {
+                const Icon = resource.icon
+                return (
+                  <DropdownMenuItem key={resource.id} onSelect={() => onOpenResource(resource.id)}>
+                    <Icon className='size-[14px] text-[var(--text-icon)]' />
+                    {resource.title}
+                  </DropdownMenuItem>
+                )
+              })}
+            </DropdownMenuContent>
+          </DropdownMenu>
+        }
+        endActions={workflowActions}
+      />
+
+      <div className='min-h-0 flex-1'>
+        {activeId === 'workflow' ? (
+          <HeroWorkflowStage key={workflowKey} builtCount={builtCount} interactive />
+        ) : activeId === 'table' ? (
+          <TablesRecordsTable initialRows={TABLE_ROWS} />
+        ) : activeId === 'brief' ? (
+          <HeroFileResource />
+        ) : (
+          <div className='flex h-full flex-col items-center justify-center gap-3 text-center'>
+            <div className='flex size-9 items-center justify-center rounded-lg bg-[var(--surface-3)]'>
+              <Plus className='size-[16px] text-[var(--text-icon)]' />
+            </div>
+            <div>
+              <p className='text-[var(--text-body)] text-sm'>Open a resource</p>
+              <p className='mt-1 text-[var(--text-muted)] text-caption'>
+                Add a workflow, table, or file to this task.
+              </p>
+            </div>
+          </div>
+        )}
+      </div>
+
+      <div
+        className={cn('z-30', RESOURCE_HEADER_CLASSES.overlay, RESOURCE_HEADER_CLASSES.endPosition)}
+      >
+        <Tooltip.Root>
+          <Tooltip.Trigger asChild>
+            <Button
+              type='button'
+              variant='ghost'
+              size={null}
+              onClick={onClose}
+              className="after:-translate-x-1/2 after:-translate-y-1/2 relative size-[var(--resource-header-toggle-size)] rounded-[8px] after:absolute after:top-1/2 after:left-1/2 after:size-[var(--resource-header-toggle-hit-size)] after:content-[''] hover-hover:bg-[var(--surface-active)]"
+              aria-label='Collapse resource view'
+            >
+              <PanelLeft className='-scale-x-100 size-[16px] text-[var(--text-icon)]' />
+            </Button>
+          </Tooltip.Trigger>
+          <Tooltip.Content side='bottom'>Collapse resource view</Tooltip.Content>
+        </Tooltip.Root>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-workflow-stage.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-workflow-stage.tsx
index 342e6652205..33073357457 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-workflow-stage.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-workflow-stage.tsx
@@ -1,8 +1,10 @@
+'use client'
+
 import { useMemo } from 'react'
 import { cn } from '@sim/emcn'
+import dynamic from 'next/dynamic'
 import { StageBlockCard } from '@/app/(landing)/components/hero/components/hero-platform-loop/stage-block-card'
 import {
-  blockHeight,
   handleAnchors,
   STAGE_BLOCKS,
   STAGE_CANVAS,
@@ -12,12 +14,26 @@ import {
 import {
   BLOCK_WIDTH,
   type BlockDef,
+  blockHeight,
 } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
 import { ResponsiveDesignStage } from '@/app/(landing)/components/shared/responsive-design-stage'
 
 /** Breathing room between the canvas bounds and the card edges, in card px. */
 const STAGE_MARGIN = 20
 
+/**
+ * The interactive stage mounts React Flow and the production renderers. It is
+ * loaded on demand so the staged loops (and every page that renders them) never
+ * ship that graph; the homepage fetches it with the lazily mounted hero loop.
+ */
+const ProductionWorkflowStage = dynamic(
+  () =>
+    import(
+      '@/app/(landing)/components/hero/components/hero-platform-loop/production-workflow-stage'
+    ).then((mod) => mod.ProductionWorkflowStage),
+  { ssr: false }
+)
+
 interface HeroWorkflowStageProps {
   /** How many of the stage's blocks (in build order) are on canvas. */
   builtCount: number
@@ -27,46 +43,31 @@ interface HeroWorkflowStageProps {
   edges?: ReadonlyArray<readonly [string, string]>
   /** Design-space bounding box of the block layout. Defaults with them. */
   canvas?: { width: number; height: number }
-  /**
-   * Block to dress with the selection ring - graphite (`--text-secondary`)
-   * rather than the real canvas's blue, per the landing pages' grayscale
-   * language - the workflows hero uses this for its "being edited" beat.
-   * Off by default, so existing stages are unchanged.
-   */
+  /** Block to dress with the selection ring in the timed, non-interactive loops. */
   selectedId?: string
+  /** Mounts the shared production node and edge renderers in a real React Flow canvas. */
+  interactive?: boolean
 }
 
-/**
- * The hero window's live workflow canvas - the right-pane counterpart of the
- * chat loop. A fixed HTML design surface owns both the edge and block
- * coordinate systems, so drawing a line or revealing a block never changes
- * the canvas's measured scale. SVG renders only the native edge paths; block
- * cards stay in ordinary HTML to avoid WebKit's foreignObject compositing bugs.
- * Blocks pop in one by one as `builtCount` advances and edges stroke-draw once
- * both endpoints exist.
- *
- * Decorative and `aria-hidden` (via the parent frame), so blocks are NOT
- * draggable - `pointer-events-none`, matching the rest of the hero animation.
- *
- * Blocks reuse the hero-visual's {@link WorkflowBlockContent} (the faithful
- * icon-tile + rows card body) in a card shell with vertical-flow handle nubs
- * (top in / bottom out), matching the real editor's vertical layout.
- *
- * The staged flow is injectable (`blocks`/`edges`/`canvas`), defaulting to the
- * homepage's lead-enrichment flow - the enterprise loop stages its own flow
- * through the same component.
- */
-export function HeroWorkflowStage({
+interface StagedHeroWorkflowStageProps {
+  builtCount: number
+  blocks: BlockDef[]
+  edges: ReadonlyArray<readonly [string, string]>
+  canvas: { width: number; height: number }
+  selectedId?: string
+}
+
+/** Timed, non-interactive workflow stage used by the secondary landing loops. */
+function StagedHeroWorkflowStage({
   builtCount,
-  blocks = STAGE_BLOCKS,
-  edges = STAGE_EDGES,
-  canvas = STAGE_CANVAS,
+  blocks,
+  edges,
+  canvas,
   selectedId,
-}: HeroWorkflowStageProps) {
-  const blocksById = useMemo(() => new Map(blocks.map((b) => [b.id, b])), [blocks])
-
+}: StagedHeroWorkflowStageProps) {
+  const blocksById = useMemo(() => new Map(blocks.map((block) => [block.id, block])), [blocks])
   const builtIds = useMemo(
-    () => new Set(blocks.slice(0, builtCount).map((b) => b.id)),
+    () => new Set(blocks.slice(0, builtCount).map((block) => block.id)),
     [blocks, builtCount]
   )
 
@@ -89,12 +90,13 @@ export function HeroWorkflowStage({
           const target = blocksById.get(to)
           if (!source || !target) return null
           const visible = builtIds.has(from) && builtIds.has(to)
-          const s = handleAnchors(source).out
-          const t = handleAnchors(target).in
+          const sourceAnchor = handleAnchors(source).out
+          const targetAnchor = handleAnchors(target).in
+
           return (
             <path
               key={`${from}-${to}`}
-              d={verticalSmoothStep(s.x, s.y, t.x, t.y)}
+              d={verticalSmoothStep(sourceAnchor.x, sourceAnchor.y, targetAnchor.x, targetAnchor.y)}
               pathLength={1}
               stroke='var(--workflow-edge)'
               strokeWidth={2}
@@ -110,6 +112,7 @@ export function HeroWorkflowStage({
 
       {blocks.map((block) => {
         const built = builtIds.has(block.id)
+
         return (
           <div
             key={block.id}
@@ -138,3 +141,37 @@ export function HeroWorkflowStage({
     </ResponsiveDesignStage>
   )
 }
+
+/**
+ * Landing workflow stage. The homepage demo uses the exact production renderer
+ * inside React Flow; secondary timed loops retain their staged presentation.
+ */
+export function HeroWorkflowStage({
+  builtCount,
+  blocks = STAGE_BLOCKS,
+  edges = STAGE_EDGES,
+  canvas = STAGE_CANVAS,
+  selectedId,
+  interactive = false,
+}: HeroWorkflowStageProps) {
+  if (interactive) {
+    return (
+      <ProductionWorkflowStage
+        builtCount={builtCount}
+        blocks={blocks}
+        edges={edges}
+        canvas={canvas}
+      />
+    )
+  }
+
+  return (
+    <StagedHeroWorkflowStage
+      builtCount={builtCount}
+      blocks={blocks}
+      edges={edges}
+      canvas={canvas}
+      selectedId={selectedId}
+    />
+  )
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/index.ts b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/index.ts
index f83c4e02e33..a84705a9c92 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/index.ts
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/index.ts
@@ -1 +1 @@
-export { HeroPlatformLoop } from './hero-platform-loop'
+export { HeroPlatformLoopMount } from './hero-platform-loop-mount'
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/preview-build-timing.ts b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/preview-build-timing.ts
new file mode 100644
index 00000000000..476e124858b
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/preview-build-timing.ts
@@ -0,0 +1,15 @@
+const THINKING_AT = 320
+/** Allow the production loader's entry hold and goo morph to play before agent activity starts. */
+const AGENT_AT = THINKING_AT + 4_200
+const STAGE_OPEN_AT = AGENT_AT + 600
+
+/** Shared ordering for the homepage and Build agents preview: think, dispatch, build, reply. */
+export const PREVIEW_BUILD_TIMING = {
+  thinkingAt: THINKING_AT,
+  dispatchAt: AGENT_AT - 650,
+  agentAt: AGENT_AT,
+  stageOpenAt: STAGE_OPEN_AT,
+  blockStartAt: STAGE_OPEN_AT + 550,
+  blockStepMs: 420,
+  replyPauseMs: 500,
+} as const
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/preview-chat-content.ts b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/preview-chat-content.ts
new file mode 100644
index 00000000000..c683d6270f1
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/preview-chat-content.ts
@@ -0,0 +1,19 @@
+/** The seeded prompt shared by the opening composer and its first suggested action. */
+export const DEFAULT_USER_MESSAGE =
+  'When a new lead signs up, enrich it with company data and post it to #sales.'
+
+/** The seeded reply, so the hero and the platform card tell one story. */
+export const DEFAULT_REPLY_MESSAGE =
+  'Built Lead enrichment — it enriches each signup, scores company fit, posts qualified leads to Slack, and saves the full record to Tables.\n\nThe workflow is ready to test with a sample lead.'
+
+export const PREVIEW_SUGGESTIONS = [
+  { title: 'Enrich new leads', prompt: DEFAULT_USER_MESSAGE },
+  {
+    title: 'Post deal alerts to #sales',
+    prompt: 'Post an alert to #sales when a qualified lead is ready for follow-up.',
+  },
+  {
+    title: 'Build a weekly pipeline report',
+    prompt: 'Summarize qualified leads and send a weekly pipeline report to the sales team.',
+  },
+] as const
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/production-workflow-stage.module.css b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/production-workflow-stage.module.css
new file mode 100644
index 00000000000..7e5d744ee86
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/production-workflow-stage.module.css
@@ -0,0 +1,29 @@
+@media (prefers-reduced-motion: no-preference) {
+  .nodeEnter {
+    animation: node-enter 520ms cubic-bezier(0.23, 1, 0.32, 1) both;
+  }
+
+  .edgeEnter {
+    animation: edge-enter 600ms cubic-bezier(0.23, 1, 0.32, 1) 220ms both;
+  }
+}
+
+@keyframes node-enter {
+  from {
+    opacity: 0;
+    transform: translateY(10px) scale(0.97);
+  }
+  to {
+    opacity: 1;
+    transform: none;
+  }
+}
+
+@keyframes edge-enter {
+  from {
+    opacity: 0;
+  }
+  to {
+    opacity: 1;
+  }
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/production-workflow-stage.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/production-workflow-stage.tsx
new file mode 100644
index 00000000000..18e64a2a105
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/production-workflow-stage.tsx
@@ -0,0 +1,796 @@
+'use client'
+
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import {
+  Button,
+  cn,
+  Duplicate,
+  PlayOutline,
+  Tooltip,
+  Trash,
+  usePrefersReducedMotion,
+} from '@sim/emcn'
+import { Circle, Minus, Plus, Square, Unlock } from '@sim/emcn/icons'
+import {
+  CanvasSentenceView,
+  InlineChip,
+  useCanvasColorMode,
+  WorkflowBlockView,
+  WorkflowEdgeView,
+} from '@sim/workflow-renderer'
+import {
+  applyNodeChanges,
+  type Edge,
+  type EdgeProps,
+  type EdgeTypes,
+  type Node,
+  type NodeChange,
+  type NodeProps,
+  type NodeTypes,
+  ReactFlow,
+  ReactFlowProvider,
+  useReactFlow,
+  useStore,
+  useViewport,
+} from '@xyflow/react'
+import '@xyflow/react/dist/style.css'
+import styles from '@/app/(landing)/components/hero/components/hero-platform-loop/production-workflow-stage.module.css'
+import {
+  BLOCK_WIDTH,
+  type BlockDef,
+  blockHeight,
+} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+
+const MIN_ZOOM = 0.45
+const MAX_ZOOM = 1.3
+/** Keep neighboring cards visible in the hero's split workflow pane. */
+const FOCUSED_NODE_MIN_ZOOM = 0.65
+const FOCUSED_NODE_DURATION_MS = 500
+const BLOCK_RUN_DURATION_MS = 1_200
+const BLOCK_COMPLETE_DURATION_MS = 1_400
+/** Scripted camera: air around the whole workflow when fitting, and the fit's zoom ceiling. */
+const FIT_PADDING_PX = 40
+/**
+ * How a card and its edge arrive. A card rises and fades in over half a second
+ * on the editor's ease; its edge fades in a beat later, once the card has
+ * landed, so a connection reads as made rather than there already. Both honour
+ * reduced motion.
+ */
+const NODE_ENTER_CLASS = styles.nodeEnter
+const EDGE_ENTER_CLASS = styles.edgeEnter
+/** A fit never shows cards larger than life: a lone Start block sits at full size, centred. */
+const FIT_MAX_ZOOM = 1
+/**
+ * The fitted overview never shrinks below this: a long workflow is centred and
+ * allowed to overflow the frame instead, the way a real canvas viewport crops
+ * a graph, so the cards stay legible. Tuned so the demo's eight-column graph
+ * just fits a 1750px frame and only overflows on narrower ones.
+ */
+const FIT_MIN_ZOOM = 0.64
+const FIT_DURATION_MS = 600
+const EMPTY_IDS: ReadonlySet<string> = new Set()
+
+const ACTION_BUTTON_STYLES = [
+  'size-[24px] rounded-md p-0',
+  'border-none bg-transparent text-[var(--text-icon)]',
+  'hover-hover:bg-[var(--surface-5)] hover-hover:!text-[var(--text-primary)]',
+  'dark:hover-hover:bg-[var(--surface-4)]',
+  'transition-[background-color,color,opacity,transform] duration-150 active:scale-[0.96]',
+  'group-data-[node-selected]:text-[var(--surface-2)]',
+  'hover-hover:group-data-[node-selected]:bg-[var(--surface-2)]',
+  'hover-hover:group-data-[node-selected]:!text-[var(--text-primary)]',
+].join(' ')
+
+const FIRST_ACTION_STYLES =
+  "!w-[40px] [clip-path:path('M23.75_0A8_8_0_0_0_17.6_2.88L3.41_19.9A2.5_2.5_0_0_0_5.34_24L36_24A4_4_0_0_0_40_20L40_4A4_4_0_0_0_36_0Z')] [&>svg]:translate-x-[8px] [&>svg]:translate-y-px"
+
+/** The running run slot: graphite fill, inverse glyph - the editor's own treatment. */
+const RUNNING_RUN_STYLES =
+  '!bg-[var(--text-secondary)] !text-[var(--text-inverse)] hover-hover:!bg-[var(--white)] hover-hover:!text-[var(--surface-inverted)]'
+/** A bystander card's actions dim mid-run; the run/stop slot keeps its ordinary chrome. */
+const BYSTANDER_ACTION_STYLES =
+  '!bg-transparent !opacity-25 hover-hover:!bg-transparent dark:hover-hover:!bg-transparent'
+/** Slots the hatch runs across blank their icons so it reads uninterrupted. */
+const SWEEP_SLOT_STYLES =
+  '!opacity-100 [&_svg]:!opacity-0 !bg-transparent hover-hover:!bg-transparent'
+/**
+ * The editor's running hatch: 24px marks on a 26px pitch sheared to 75°,
+ * scrolled by one period so the loop is seamless. Painted once across the
+ * row, inset past the run/stop slot, and trimmed to the swell's tapered end.
+ */
+const RUNNING_FILL =
+  'bg-[repeating-linear-gradient(75deg,var(--surface-2)_11.59px_22.805px,transparent_23.555px_24.735px,var(--surface-2)_25.485px_36.7px)]'
+const RUNNING_FILL_INSET = 'left-[42px]'
+const RUNNING_FILL_END_TAPER = '[clip-path:polygon(0_0,calc(100%_-_20px)_0,100%_100%,0_100%)]'
+
+const LAST_ACTION_STYLES =
+  "!w-[40px] [clip-path:path('M16.25_0A8_8_0_0_1_22.4_2.88L36.59_19.9A2.5_2.5_0_0_1_34.66_24L4_24A4_4_0_0_1_0_20L0_4A4_4_0_0_1_4_0Z')] [&_svg]:-translate-x-[6px] [&_svg]:translate-y-px"
+
+const REACT_FLOW_STYLES = [
+  '[&_.react-flow__handle]:!z-[30]',
+  '[&_.react-flow__pane]:select-none',
+  '[&_.react-flow__selectionpane]:select-none',
+  '[&_.react-flow__background]:hidden',
+].join(' ')
+
+/** Selection and run state a demo drives from its own timeline. */
+export interface ScriptedWorkflowState {
+  selectedId: string | null
+  /** Whether a run is in progress: traversed edges read graphite, the rest dim, swells sweep. */
+  isWorkflowRunning: boolean
+  runningId: string | null
+  completedIds: ReadonlySet<string>
+}
+
+interface ProductionWorkflowStageProps {
+  builtCount: number
+  blocks: BlockDef[]
+  edges: ReadonlyArray<readonly [string, string]>
+  canvas: { width: number; height: number }
+  /**
+   * Scripted state for a non-interactive demo. When set, clicks, drags, and
+   * the zoom controls are off, selection and run state come from here, and the
+   * camera follows: it fits the whole workflow while nothing is selected and
+   * glides to each selected card.
+   */
+  scripted?: ScriptedWorkflowState
+  /** Px the camera keeps clear at the container's top and bottom when fitting. */
+  viewportInset?: { top: number; bottom: number }
+}
+
+/** The design-space box every block of a workflow occupies. */
+function workflowBounds(blocks: BlockDef[]) {
+  let minX = Number.POSITIVE_INFINITY
+  let minY = Number.POSITIVE_INFINITY
+  let maxX = Number.NEGATIVE_INFINITY
+  let maxY = Number.NEGATIVE_INFINITY
+  for (const block of blocks) {
+    minX = Math.min(minX, block.x)
+    minY = Math.min(minY, block.y)
+    maxX = Math.max(maxX, block.x + BLOCK_WIDTH)
+    maxY = Math.max(maxY, block.y + blockHeight(block))
+  }
+  return { x: minX, y: minY, width: maxX - minX, height: maxY - minY }
+}
+
+interface LandingWorkflowNodeData extends Record<string, unknown> {
+  block: BlockDef
+  running: boolean
+  workflowRunning: boolean
+  complete: boolean
+  onSelect: (blockId: string) => void
+  onRunToggle: (blockId: string) => void
+}
+
+/**
+ * The editor's running spinner: it sits in the run slot with the same glyph
+ * offset the Play icon gets, and swaps to a stop glyph on hover.
+ */
+function RunningActionIcon() {
+  return (
+    <span
+      className='relative grid size-[14px] translate-x-[8px] translate-y-px place-items-center'
+      role='status'
+    >
+      <span className='sr-only'>Block running</span>
+      <span
+        aria-hidden='true'
+        className='col-start-1 row-start-1 opacity-100 transition-opacity duration-100 group-hover/run:opacity-0 motion-safe:animate-spin motion-reduce:transition-none'
+      >
+        <svg className='size-[14px]' viewBox='0 0 24 24' fill='none'>
+          <circle cx='12' cy='12' r='10' stroke='currentColor' strokeWidth='2' opacity='0.25' />
+          <circle
+            cx='12'
+            cy='12'
+            r='10'
+            stroke='currentColor'
+            strokeWidth='2'
+            strokeLinecap='round'
+            strokeDasharray='18 45'
+          />
+        </svg>
+      </span>
+      <span
+        aria-hidden='true'
+        className='col-start-1 row-start-1 opacity-0 transition-opacity duration-100 group-hover/run:opacity-100 motion-reduce:transition-none'
+      >
+        <Square className='size-[11px] fill-current' strokeWidth={0} />
+      </span>
+    </span>
+  )
+}
+
+interface PreviewActionBarProps {
+  block: BlockDef
+  running: boolean
+  workflowRunning: boolean
+  onRunToggle: () => void
+}
+
+/**
+ * The editor's action bar in its swell variant, with the same run treatment:
+ * Play at rest; while the workflow runs, the running card's slot turns
+ * graphite with the spinner and the hatch marches behind its other slots,
+ * every other card offers Stop with its remaining actions dimmed.
+ */
+function PreviewActionBar({ block, running, workflowRunning, onRunToggle }: PreviewActionBarProps) {
+  const sweeping = workflowRunning && running
+  const inertActions = [
+    { label: 'Disable', Icon: Circle },
+    { label: 'Lock', Icon: Unlock },
+    ...(!block.isTrigger ? [{ label: 'Duplicate', Icon: Duplicate }] : []),
+    { label: 'Delete', Icon: Trash },
+  ]
+
+  return (
+    <div
+      data-workflow-action-bar-swell=''
+      className='-top-[28px] pointer-events-auto absolute right-[24px] z-[40] h-[28px] w-fit overflow-hidden rounded-lg px-[0.2rem] py-0.5'
+    >
+      <div className='pointer-events-none relative flex h-full flex-row items-center gap-[2px] opacity-0 transition-opacity duration-[30ms] [transition-timing-function:cubic-bezier(0.23,1,0.32,1)] group-data-[action-menu-ready]:pointer-events-auto group-data-[action-menu-ready]:opacity-100 group-data-[action-menu-ready]:duration-100'>
+        {sweeping && (
+          <span
+            aria-hidden='true'
+            className={cn(
+              'pointer-events-none absolute inset-y-0 right-0 overflow-hidden',
+              RUNNING_FILL_INSET,
+              RUNNING_FILL_END_TAPER
+            )}
+          >
+            <span
+              className={cn(
+                'block h-full w-[calc(100%_+_26px)] will-change-transform',
+                'animate-running-hatch-scroll motion-reduce:animate-none',
+                RUNNING_FILL
+              )}
+            />
+          </span>
+        )}
+        <Tooltip.Root preferAbove>
+          <Tooltip.Trigger asChild>
+            <span className='inline-flex'>
+              <Button
+                type='button'
+                variant='ghost'
+                aria-label={workflowRunning ? 'Stop workflow' : `Run ${block.name}`}
+                className={cn(
+                  ACTION_BUTTON_STYLES,
+                  FIRST_ACTION_STYLES,
+                  running && RUNNING_RUN_STYLES,
+                  workflowRunning && 'group/run'
+                )}
+                onClick={(event) => {
+                  event.stopPropagation()
+                  onRunToggle()
+                }}
+              >
+                {workflowRunning ? (
+                  running ? (
+                    <RunningActionIcon />
+                  ) : (
+                    <Square
+                      className='size-[11px] fill-current'
+                      aria-hidden='true'
+                      strokeWidth={0}
+                    />
+                  )
+                ) : (
+                  <PlayOutline className='size-[14px]' />
+                )}
+              </Button>
+            </span>
+          </Tooltip.Trigger>
+          <Tooltip.Content side='top'>{workflowRunning ? 'Stop' : 'Run'}</Tooltip.Content>
+        </Tooltip.Root>
+
+        {inertActions.map(({ label, Icon }) => (
+          <Tooltip.Root key={label} preferAbove>
+            <Tooltip.Trigger asChild>
+              <Button
+                type='button'
+                variant='ghost'
+                aria-label={label}
+                className={cn(
+                  ACTION_BUTTON_STYLES,
+                  label === 'Delete' && LAST_ACTION_STYLES,
+                  workflowRunning && !running && BYSTANDER_ACTION_STYLES,
+                  sweeping && SWEEP_SLOT_STYLES
+                )}
+                onClick={(event) => {
+                  event.preventDefault()
+                  event.stopPropagation()
+                }}
+              >
+                <Icon className='size-[14px]' />
+              </Button>
+            </Tooltip.Trigger>
+            {!workflowRunning && <Tooltip.Content side='top'>{label}</Tooltip.Content>}
+          </Tooltip.Root>
+        ))}
+      </div>
+    </div>
+  )
+}
+
+function renderSentence(block: BlockDef) {
+  if (!block.sentence) return undefined
+
+  return (
+    <CanvasSentenceView
+      segments={block.sentence.segments}
+      renderChip={(subBlockId) => {
+        const value = block.sentence?.values[subBlockId]
+        return value ? (
+          <InlineChip>
+            <span className='block max-w-[138px] truncate'>{value}</span>
+          </InlineChip>
+        ) : null
+      }}
+    />
+  )
+}
+
+function ProductionWorkflowNode({ data, selected }: NodeProps<Node<LandingWorkflowNodeData>>) {
+  const { block, running, workflowRunning, complete, onSelect, onRunToggle } = data
+  const shouldShowDefaultHandles = !block.isTrigger
+  const conditionRows =
+    block.type === 'condition'
+      ? block.rows.map((row, index) => ({
+          id: index === 0 ? 'if' : index === 1 ? 'else' : `branch-${index + 1}`,
+          title: row.title,
+          value: row.value,
+        }))
+      : []
+  const hasContentBelowHeader = Boolean(
+    block.sentence || block.rows.length > 0 || shouldShowDefaultHandles
+  )
+
+  return (
+    <div className={NODE_ENTER_CLASS}>
+      <WorkflowBlockView
+        id={block.id}
+        type={block.type ?? 'starter'}
+        name={block.name}
+        isEnabled
+        isLocked={false}
+        hasRing={selected}
+        ringStyles={selected ? 'ring-[1.5px] ring-[var(--text-secondary)]' : ''}
+        runPathStatus={complete ? 'success' : undefined}
+        isRunning={running}
+        isExecutionHighlighted={running}
+        Icon={block.icon}
+        iconBgColor={block.bgColor}
+        isIntegration={block.isIntegration}
+        horizontalHandles
+        shouldShowDefaultHandles={shouldShowDefaultHandles}
+        blockHeight={blockHeight(block)}
+        hasContentBelowHeader={hasContentBelowHeader}
+        conditionRows={conditionRows}
+        routerRows={[]}
+        wouldCreateConnectionCycle={() => false}
+        cursorConnectionsEnabled={false}
+        onSelect={() => onSelect(block.id)}
+        actionBar={
+          <PreviewActionBar
+            block={block}
+            running={running}
+            workflowRunning={workflowRunning}
+            onRunToggle={() => onRunToggle(block.id)}
+          />
+        }
+        rows={null}
+        typeLabel={block.typeLabel}
+        sentence={block.type === 'condition' ? undefined : renderSentence(block)}
+        errorOutputEnabled={false}
+      />
+    </div>
+  )
+}
+
+interface LandingWorkflowEdgeData {
+  runStatus?: 'success'
+  isWorkflowRunning: boolean
+  isTargetActive: boolean
+}
+
+function ProductionWorkflowEdge(props: EdgeProps) {
+  const data = props.data as LandingWorkflowEdgeData | undefined
+  const runStatus = data?.runStatus
+  const isWorkflowRunning = Boolean(data?.isWorkflowRunning)
+  const isTargetActive = Boolean(data?.isTargetActive)
+  const isConnectedToSelection = useStore(
+    useCallback(
+      (state) =>
+        Boolean(
+          state.nodeLookup.get(props.source)?.selected ||
+            state.nodeLookup.get(props.target)?.selected
+        ),
+      [props.source, props.target]
+    )
+  )
+
+  return (
+    <g className={EDGE_ENTER_CLASS}>
+      <WorkflowEdgeView
+        {...props}
+        diffStatus={null}
+        runStatus={runStatus}
+        isPreviewRun={false}
+        isWorkflowRunning={isWorkflowRunning}
+        isTargetActive={isTargetActive}
+        isConnectedToSelection={isConnectedToSelection}
+      />
+    </g>
+  )
+}
+
+const NODE_TYPES: NodeTypes = { workflowBlock: ProductionWorkflowNode }
+const EDGE_TYPES: EdgeTypes = { workflowEdge: ProductionWorkflowEdge }
+
+function CanvasZoomControls() {
+  const reducedMotion = usePrefersReducedMotion()
+  const { zoomIn, zoomOut } = useReactFlow()
+  const { zoom } = useViewport()
+  const buttonClassName = 'size-[28px] rounded-sm p-0'
+
+  return (
+    <div className='absolute bottom-3 left-3 z-30 flex h-[36px] items-center gap-0.5 rounded-lg border border-[var(--border)] bg-[var(--surface-2)] p-1'>
+      <Tooltip.Root>
+        <Tooltip.Trigger asChild>
+          <Button
+            type='button'
+            variant='ghost'
+            className={buttonClassName}
+            onClick={() => zoomOut({ duration: reducedMotion ? 0 : 160 })}
+            disabled={zoom <= MIN_ZOOM}
+            aria-label='Zoom out'
+          >
+            <Minus className='size-[14px]' />
+          </Button>
+        </Tooltip.Trigger>
+        <Tooltip.Content side='top'>Zoom out</Tooltip.Content>
+      </Tooltip.Root>
+      <output
+        aria-live='polite'
+        aria-label={`Canvas zoom ${Math.round(zoom * 100)} percent`}
+        className='w-10 text-center text-[var(--text-secondary)] text-caption tabular-nums'
+      >
+        {Math.round(zoom * 100)}%
+      </output>
+      <Tooltip.Root>
+        <Tooltip.Trigger asChild>
+          <Button
+            type='button'
+            variant='ghost'
+            className={buttonClassName}
+            onClick={() => zoomIn({ duration: reducedMotion ? 0 : 160 })}
+            disabled={zoom >= MAX_ZOOM}
+            aria-label='Zoom in'
+          >
+            <Plus className='size-[14px]' />
+          </Button>
+        </Tooltip.Trigger>
+        <Tooltip.Content side='top'>Zoom in</Tooltip.Content>
+      </Tooltip.Root>
+    </div>
+  )
+}
+
+function ProductionWorkflowCanvas({
+  builtCount,
+  blocks,
+  edges,
+  scripted,
+  viewportInset,
+}: ProductionWorkflowStageProps) {
+  const colorMode = useCanvasColorMode()
+  const { getNode, getViewport, setCenter, setViewport } = useReactFlow()
+  const containerRef = useRef<HTMLDivElement>(null)
+  const focusFrameRef = useRef(0)
+  const reducedMotion = usePrefersReducedMotion()
+  const defaultSelection = scripted
+    ? undefined
+    : (blocks.find((block) => block.type === 'agent')?.id ?? blocks[0]?.id)
+  const initialFocusAppliedRef = useRef(false)
+  const [internalSelectedId, setSelectedId] = useState(defaultSelection)
+  const [internalRunningId, setRunningId] = useState<string | null>(null)
+  const [internalCompletedId, setCompletedId] = useState<string | null>(null)
+  const selectedId = scripted ? scripted.selectedId : internalSelectedId
+  const runningId = scripted ? scripted.runningId : internalRunningId
+  const isWorkflowRunning = scripted ? scripted.isWorkflowRunning : Boolean(internalRunningId)
+  const completedIds = useMemo<ReadonlySet<string>>(() => {
+    if (scripted) return scripted.completedIds
+    return internalCompletedId ? new Set([internalCompletedId]) : EMPTY_IDS
+  }, [scripted, internalCompletedId])
+  const builtBlocks = useMemo(() => blocks.slice(0, builtCount), [blocks, builtCount])
+  const builtIds = useMemo(() => new Set(builtBlocks.map((block) => block.id)), [builtBlocks])
+
+  useEffect(() => {
+    if (!internalRunningId) return
+    const blockId = internalRunningId
+    const timer = window.setTimeout(() => {
+      setRunningId((current) => (current === blockId ? null : current))
+      setCompletedId(blockId)
+    }, BLOCK_RUN_DURATION_MS)
+    return () => window.clearTimeout(timer)
+  }, [internalRunningId])
+
+  useEffect(() => {
+    if (!internalCompletedId) return
+    const blockId = internalCompletedId
+    const timer = window.setTimeout(() => {
+      setCompletedId((current) => (current === blockId ? null : current))
+    }, BLOCK_COMPLETE_DURATION_MS)
+    return () => window.clearTimeout(timer)
+  }, [internalCompletedId])
+
+  const handleRunToggle = useCallback((blockId: string) => {
+    setSelectedId(blockId)
+    setCompletedId(null)
+    setRunningId((current) => (current === blockId ? null : blockId))
+  }, [])
+
+  const createWorkflowNode = useCallback(
+    (block: BlockDef, existing?: Node<LandingWorkflowNodeData>): Node<LandingWorkflowNodeData> => ({
+      ...existing,
+      id: block.id,
+      type: 'workflowBlock',
+      position: existing?.position ?? { x: block.x, y: block.y },
+      initialWidth: BLOCK_WIDTH,
+      initialHeight: blockHeight(block),
+      selected: selectedId === block.id,
+      dragHandle: '.workflow-drag-handle',
+      draggable: true,
+      connectable: false,
+      data: {
+        block,
+        running: runningId === block.id,
+        workflowRunning: isWorkflowRunning,
+        complete: completedIds.has(block.id),
+        onSelect: setSelectedId,
+        onRunToggle: handleRunToggle,
+      },
+    }),
+    [completedIds, handleRunToggle, isWorkflowRunning, runningId, selectedId]
+  )
+
+  const [nodes, setNodes] = useState<Node<LandingWorkflowNodeData>[]>(() =>
+    builtBlocks.map((block) => createWorkflowNode(block))
+  )
+
+  useEffect(() => {
+    setNodes((current) => {
+      const currentById = new Map(current.map((node) => [node.id, node]))
+      return builtBlocks.map((block) => createWorkflowNode(block, currentById.get(block.id)))
+    })
+  }, [builtBlocks, createWorkflowNode])
+
+  const handleNodesChange = useCallback((changes: NodeChange<Node<LandingWorkflowNodeData>>[]) => {
+    setNodes((current) => applyNodeChanges(changes, current))
+  }, [])
+
+  const focusBlockInView = useCallback(
+    (blockId: string, duration = FOCUSED_NODE_DURATION_MS) => {
+      cancelAnimationFrame(focusFrameRef.current)
+      focusFrameRef.current = requestAnimationFrame(() => {
+        focusFrameRef.current = requestAnimationFrame(() => {
+          const node = getNode(blockId)
+          if (!node) return
+
+          const position = node.position
+          const nodeWidth = node.measured?.width ?? BLOCK_WIDTH
+          const nodeHeight = node.measured?.height ?? 100
+          const targetZoom = Math.max(getViewport().zoom, FOCUSED_NODE_MIN_ZOOM)
+
+          void setCenter(position.x + nodeWidth / 2, position.y + nodeHeight / 2, {
+            zoom: targetZoom,
+            duration: reducedMotion ? 0 : duration,
+          })
+        })
+      })
+    },
+    [getNode, getViewport, reducedMotion, setCenter]
+  )
+
+  useEffect(() => () => cancelAnimationFrame(focusFrameRef.current), [])
+
+  useEffect(() => {
+    if (initialFocusAppliedRef.current || !defaultSelection || !builtIds.has(defaultSelection)) {
+      return
+    }
+
+    initialFocusAppliedRef.current = true
+    focusBlockInView(defaultSelection, 0)
+  }, [builtIds, defaultSelection, focusBlockInView])
+
+  const fitWorkflow = useCallback(
+    (duration: number) => {
+      const container = containerRef.current
+      if (!container) return
+      const top = viewportInset?.top ?? 0
+      const bottom = viewportInset?.bottom ?? 0
+      const width = container.clientWidth
+      const height = container.clientHeight - top - bottom
+      if (width <= 0 || height <= 0) return
+      const bounds = workflowBounds(builtBlocks)
+      const zoom = Math.min(
+        FIT_MAX_ZOOM,
+        Math.max(
+          FIT_MIN_ZOOM,
+          Math.min(
+            (width - 2 * FIT_PADDING_PX) / bounds.width,
+            (height - 2 * FIT_PADDING_PX) / bounds.height
+          )
+        )
+      )
+      void setViewport(
+        {
+          x: (width - bounds.width * zoom) / 2 - bounds.x * zoom,
+          y: top + (height - bounds.height * zoom) / 2 - bounds.y * zoom,
+          zoom,
+        },
+        { duration: reducedMotion ? 0 : duration }
+      )
+    },
+    [builtBlocks, reducedMotion, setViewport, viewportInset]
+  )
+
+  const scriptedFittedRef = useRef(false)
+  /**
+   * A scripted canvas stays invisible until its first fit has landed. React
+   * Flow paints its default viewport first and ignores a fit that arrives
+   * before its zoom is initialised, which would show the first card at the
+   * stage's left edge until the next fit carried it into place. Even a
+   * zero-duration fit is applied through a d3 transition on the next
+   * animation frame, so the reveal waits two frames for it to reach the DOM.
+   */
+  const [fitted, setFitted] = useState(!scripted)
+  const revealFrameRef = useRef(0)
+  const handleInit = useCallback(() => {
+    if (!scripted) {
+      if (defaultSelection) focusBlockInView(defaultSelection, 0)
+      return
+    }
+    fitWorkflow(0)
+    scriptedFittedRef.current = true
+    revealFrameRef.current = requestAnimationFrame(() => {
+      revealFrameRef.current = requestAnimationFrame(() => setFitted(true))
+    })
+  }, [defaultSelection, focusBlockInView, scripted, fitWorkflow])
+  useEffect(() => () => cancelAnimationFrame(revealFrameRef.current), [])
+  /**
+   * The scripted camera keeps every built card in view: it opens on the first
+   * card at full size and eases out as cards land, so a workflow is watched
+   * growing from its Start block rather than revealed all at once. Selection
+   * never moves it - the newest card is selected as it lands, in frame already.
+   */
+  useEffect(() => {
+    if (!scripted) return
+    fitWorkflow(scriptedFittedRef.current ? FIT_DURATION_MS : 0)
+    scriptedFittedRef.current = true
+  }, [scripted, fitWorkflow])
+
+  useEffect(() => {
+    if (!scripted || typeof ResizeObserver === 'undefined') return
+    const container = containerRef.current
+    if (!container) return
+    const observer = new ResizeObserver(() => fitWorkflow(0))
+    observer.observe(container)
+    return () => observer.disconnect()
+  }, [scripted, fitWorkflow])
+
+  const handleNodeClick = useCallback(
+    (_event: React.MouseEvent, node: Node<LandingWorkflowNodeData>) => {
+      setSelectedId(node.id)
+      focusBlockInView(node.id)
+    },
+    [focusBlockInView]
+  )
+
+  const flowEdges = useMemo<Edge[]>(
+    () =>
+      edges.flatMap(([source, target], index) => {
+        if (!builtIds.has(source) || !builtIds.has(target)) return []
+        const sourceBlock = blocks.find((block) => block.id === source)
+        const conditionEdgeIndex =
+          sourceBlock?.type === 'condition'
+            ? edges.slice(0, index).filter(([candidate]) => candidate === source).length
+            : -1
+        return [
+          {
+            id: `${source}-${target}`,
+            source,
+            target,
+            sourceHandle:
+              conditionEdgeIndex >= 0
+                ? `condition-${conditionEdgeIndex === 0 ? 'if' : 'else'}`
+                : undefined,
+            type: 'workflowEdge',
+            selectable: false,
+            data: {
+              runStatus:
+                completedIds.has(source) && (target === runningId || completedIds.has(target))
+                  ? ('success' as const)
+                  : undefined,
+              isWorkflowRunning,
+              isTargetActive: target === runningId,
+            } satisfies LandingWorkflowEdgeData,
+          },
+        ]
+      }),
+    [blocks, builtIds, completedIds, edges, isWorkflowRunning, runningId]
+  )
+
+  const liveStatus = runningId
+    ? `${blocks.find((block) => block.id === runningId)?.name ?? 'Block'} is running`
+    : internalCompletedId
+      ? `${blocks.find((block) => block.id === internalCompletedId)?.name ?? 'Block'} completed`
+      : ''
+  const interactive = !scripted
+
+  return (
+    <div
+      ref={containerRef}
+      inert={!interactive}
+      className={cn(
+        'relative size-full overflow-hidden',
+        /* React Flow re-enables the pointer on nodes and handles; a scripted stage is inert throughout. */
+        !interactive && '[&_*]:!pointer-events-none select-none',
+        !fitted && 'opacity-0'
+      )}
+    >
+      <ReactFlow
+        colorMode={colorMode}
+        onInit={handleInit}
+        nodes={nodes}
+        edges={flowEdges}
+        onNodesChange={handleNodesChange}
+        nodeTypes={NODE_TYPES}
+        edgeTypes={EDGE_TYPES}
+        minZoom={MIN_ZOOM}
+        maxZoom={MAX_ZOOM}
+        defaultViewport={{ x: 0, y: 48, zoom: FOCUSED_NODE_MIN_ZOOM }}
+        panOnDrag={interactive}
+        panOnScroll={false}
+        preventScrolling={false}
+        zoomOnPinch={interactive}
+        zoomOnScroll={false}
+        zoomOnDoubleClick={false}
+        nodesDraggable={interactive}
+        nodesConnectable={false}
+        elementsSelectable={interactive}
+        edgesFocusable={false}
+        nodesFocusable={interactive}
+        selectNodesOnDrag={false}
+        onNodeClick={interactive ? handleNodeClick : undefined}
+        onNodeDragStart={interactive ? (_event, node) => setSelectedId(node.id) : undefined}
+        proOptions={{ hideAttribution: true }}
+        className={cn(
+          REACT_FLOW_STYLES,
+          interactive ? '[--xy-background-color:var(--bg)]' : '[--xy-background-color:transparent]'
+        )}
+      />
+      {interactive && <CanvasZoomControls />}
+      {interactive && (
+        <span className='sr-only' aria-live='polite'>
+          {liveStatus}
+        </span>
+      )}
+    </div>
+  )
+}
+
+/**
+ * Homepage workflow demo rendered by the same pure node and edge views used by
+ * the production editor. React Flow owns viewport, selection, handle geometry,
+ * and edge routing; the preview only withholds mutation callbacks. With
+ * `scripted` state it becomes a non-interactive stage whose selection, run
+ * path, and camera a demo timeline drives.
+ */
+export function ProductionWorkflowStage(props: ProductionWorkflowStageProps) {
+  return (
+    <ReactFlowProvider>
+      <ProductionWorkflowCanvas {...props} />
+    </ReactFlowProvider>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/stage-block-card.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/stage-block-card.tsx
index 2c519349363..a679aef3881 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/stage-block-card.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/stage-block-card.tsx
@@ -1,32 +1,424 @@
-import { WorkflowBlockContent } from '@/app/(landing)/components/hero/components/hero-visual/workflow-block-content'
-import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+'use client'
+
+import { type ReactNode, useEffect, useRef, useState } from 'react'
+import {
+  Button,
+  Check,
+  cn,
+  Duplicate,
+  handleKeyboardActivation,
+  PlayOutline,
+  Switch,
+  Tooltip,
+  Trash,
+} from '@sim/emcn'
+import { Circle, Square, Unlock } from '@sim/emcn/icons'
+import {
+  BLOCK_DIMENSIONS,
+  CanvasSentenceView,
+  HANDLE_POSITIONS,
+  InlineChip,
+  SubBlockRowView,
+  WorkflowBlockBorder,
+  type WorkflowBorderPort,
+  WorkflowTypeTag,
+} from '@sim/workflow-renderer'
+import { WORKFLOW_SOURCE_HANDLE_ID, WORKFLOW_TARGET_HANDLE_ID } from '@sim/workflow-types/workflow'
+import {
+  type BlockDef,
+  blockHeight,
+} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
 
 interface StageBlockCardProps {
   block: BlockDef
+  orientation?: 'horizontal' | 'vertical'
+  selected?: boolean
+  /** Keeps the production selection toolbar visible in a noninteractive graphic. */
+  decorative?: boolean
+  /** Optional animated run glyph for a decorative, synchronized scene. */
+  decorativeRunIcon?: ReactNode
+  runStatus?: 'idle' | 'running' | 'complete'
+  onSelect?: (blockId: string) => void
+  onRunToggle?: (blockId: string) => void
+  /** Reports when the initial silhouette and any selection toolbar are painted. */
+  onReady?: (blockId: string) => void
+}
+
+const CONNECTION_TAB_LENGTH = 36
+const BRANCH_TAB_LENGTH = 24
+const ACTION_END_BUTTON_WIDTH = 40
+const ACTION_MIDDLE_BUTTON_WIDTH = 24
+const ACTION_BUTTON_GAP = 2
+const ACTION_MENU_HORIZONTAL_PADDING = 6
+const ACTION_MENU_RIGHT_INSET = 24
+const ACTION_MENU_AMPLITUDE = 7
+
+function getActionMenuWidth(block: BlockDef): number {
+  const actionCount = block.isTrigger ? 4 : 5
+  const middleActionCount = actionCount - 2
+  return (
+    ACTION_END_BUTTON_WIDTH * 2 +
+    ACTION_MIDDLE_BUTTON_WIDTH * middleActionCount +
+    ACTION_BUTTON_GAP * (actionCount - 1) +
+    ACTION_MENU_HORIZONTAL_PADDING
+  )
+}
+
+function getPorts(
+  block: BlockDef,
+  actionMenuWidth: number,
+  orientation: 'horizontal' | 'vertical'
+): WorkflowBorderPort[] {
+  const ports: WorkflowBorderPort[] = []
+  const horizontalTabLength =
+    blockHeight(block) === BLOCK_DIMENSIONS.MIN_PAINTED_HEIGHT ? 10 : CONNECTION_TAB_LENGTH
+
+  if (orientation === 'horizontal') {
+    if (!block.isTrigger) {
+      ports.push({
+        id: WORKFLOW_TARGET_HANDLE_ID,
+        side: 'left',
+        position: 'center',
+        plateau: horizontalTabLength,
+      })
+    }
+
+    if (block.type === 'condition') {
+      block.rows.forEach((row, index) => {
+        ports.push({
+          id: `condition-${row.title.toLowerCase()}`,
+          side: 'right',
+          position:
+            HANDLE_POSITIONS.CONDITION_START_Y + index * HANDLE_POSITIONS.CONDITION_ROW_HEIGHT,
+          plateau: BRANCH_TAB_LENGTH,
+        })
+      })
+    } else if (!block.isTerminal) {
+      ports.push({
+        id: WORKFLOW_SOURCE_HANDLE_ID,
+        side: 'right',
+        position: 'center',
+        plateau: horizontalTabLength,
+      })
+    }
+  } else {
+    if (!block.isTrigger) {
+      ports.push({
+        id: WORKFLOW_TARGET_HANDLE_ID,
+        side: 'top',
+        position: 'center',
+        plateau: CONNECTION_TAB_LENGTH,
+      })
+    }
+
+    if (!block.isTerminal) {
+      ports.push({
+        id: WORKFLOW_SOURCE_HANDLE_ID,
+        side: 'bottom',
+        position: 'center',
+        plateau: CONNECTION_TAB_LENGTH,
+      })
+    }
+  }
+
+  if (actionMenuWidth > 0) {
+    ports.push({
+      id: 'action-menu',
+      side: 'top',
+      position: { fromEnd: ACTION_MENU_RIGHT_INSET + actionMenuWidth / 2 },
+      plateau: actionMenuWidth,
+      restAmplitude: ACTION_MENU_AMPLITUDE,
+      hoverAmplitude: ACTION_MENU_AMPLITUDE,
+      magnetizable: false,
+    })
+  }
+
+  return ports
+}
+
+const ACTION_BUTTON_BASE_CLASSES =
+  'size-[24px] rounded-md border-none bg-transparent p-0 text-[var(--text-icon)] transition-[background-color,color,opacity,transform] duration-150 active:scale-[0.96]'
+
+function getActionButtonClassName(
+  position: 'first' | 'middle' | 'last',
+  selected: boolean
+): string {
+  return cn(
+    ACTION_BUTTON_BASE_CLASSES,
+    selected &&
+      'text-[var(--surface-2)] hover-hover:bg-[var(--surface-2)] hover-hover:!text-[var(--text-primary)]',
+    position === 'first' &&
+      "!w-[40px] [clip-path:path('M23.75_0A8_8_0_0_0_17.6_2.88L3.41_19.9A2.5_2.5_0_0_0_5.34_24L36_24A4_4_0_0_0_40_20L40_4A4_4_0_0_0_36_0Z')] [&>svg]:translate-x-[8px] [&>svg]:translate-y-px",
+    position === 'last' &&
+      "!w-[40px] [clip-path:path('M16.25_0A8_8_0_0_1_22.4_2.88L36.59_19.9A2.5_2.5_0_0_1_34.66_24L4_24A4_4_0_0_1_0_20L0_4A4_4_0_0_1_4_0Z')] [&_svg]:-translate-x-[6px] [&_svg]:translate-y-px"
+  )
+}
+
+function RunningActionIcon() {
+  return (
+    <span
+      className='relative grid size-[14px] translate-x-[8px] translate-y-px place-items-center'
+      role='status'
+    >
+      <span className='sr-only'>Block running</span>
+      <span
+        aria-hidden='true'
+        className='col-start-1 row-start-1 opacity-100 transition-opacity duration-100 group-hover/run:opacity-0 group-focus-visible/run:opacity-0 motion-safe:animate-spin motion-reduce:transition-none'
+      >
+        <svg className='size-[14px]' viewBox='0 0 24 24' fill='none'>
+          <circle cx='12' cy='12' r='10' stroke='currentColor' strokeWidth='2' opacity='0.25' />
+          <circle
+            cx='12'
+            cy='12'
+            r='10'
+            stroke='currentColor'
+            strokeWidth='2'
+            strokeLinecap='round'
+            strokeDasharray='18 45'
+          />
+        </svg>
+      </span>
+      <Square
+        aria-hidden='true'
+        className='col-start-1 row-start-1 size-[11px] fill-current opacity-0 transition-opacity duration-100 group-hover/run:opacity-100 group-focus-visible/run:opacity-100 motion-reduce:transition-none'
+        strokeWidth={0}
+      />
+    </span>
+  )
 }
 
 /**
- * Block card shell for the vertical-flow stage - the hero-visual's faithful
- * {@link WorkflowBlockContent} body with top (incoming) / bottom (outgoing)
- * handle nubs instead of the horizontal-flow left/right ones. Shared by the
- * hero's live workflow stage and the Build feature card's workflow peek.
+ * Read-only production workflow card for the landing preview. The shared
+ * renderer owns the real rounded silhouette, type tag, compact rows, ports,
+ * and pointer-following edge swell. React Flow handles and callbacks are
+ * intentionally omitted: visitors can feel the hover treatment without
+ * creating connections, nodes, or mutations in the public demo.
+ *
+ * In the homepage's interactive mode, selection opens one production-shaped
+ * action swell with the production action set. Run/Stop remains usable while
+ * duplicate, lock, enable/disable, and delete stay visible but disabled.
  */
-export function StageBlockCard({ block }: StageBlockCardProps) {
+export function StageBlockCard({
+  block,
+  orientation = 'vertical',
+  selected = false,
+  decorative = false,
+  decorativeRunIcon,
+  runStatus = 'idle',
+  onSelect,
+  onRunToggle,
+  onReady,
+}: StageBlockCardProps) {
+  const borderHostRef = useRef<HTMLDivElement>(null)
+  const readyReportedRef = useRef(false)
+  const type = block.type ?? (block.isTrigger ? 'start_trigger' : 'starter')
+  const running = runStatus === 'running'
+  const complete = runStatus === 'complete'
+  const showErrorRow = !block.isTrigger
+  const hasContentBelowHeader = Boolean(block.sentence || block.rows.length > 0 || showErrorRow)
+  const showActionMenu = Boolean((decorative || onRunToggle) && (selected || running))
+  const actionMenuWidth = showActionMenu ? getActionMenuWidth(block) : 0
+  const [actionMenuReady, setActionMenuReady] = useState(false)
+
+  useEffect(() => {
+    if (!showActionMenu) setActionMenuReady(false)
+  }, [showActionMenu])
+
+  useEffect(() => {
+    const host = borderHostRef.current
+    if (!onReady || !host || readyReportedRef.current || (showActionMenu && !actionMenuReady)) {
+      return
+    }
+
+    const reportReady = () => {
+      const silhouette = host.querySelector(':scope > svg > path[fill][stroke]')
+      if (!silhouette?.getAttribute('d')) return false
+      readyReportedRef.current = true
+      onReady(block.id)
+      return true
+    }
+
+    if (reportReady()) return
+
+    /** The production renderer commits its measured SVG after its first layout pass. */
+    const observer = new MutationObserver(() => {
+      if (reportReady()) observer.disconnect()
+    })
+    observer.observe(host, { childList: true, subtree: true })
+    return () => observer.disconnect()
+  }, [actionMenuReady, block.id, onReady, showActionMenu])
+
+  const ringStyles = selected
+    ? 'ring-[1.5px] ring-[var(--text-secondary)]'
+    : complete
+      ? 'ring-[1.5px] ring-[var(--border-success)]'
+      : ''
+
   return (
-    <div className='relative rounded-[13px] border border-[var(--border-1)] bg-[var(--surface-2)] shadow-xs'>
-      <WorkflowBlockContent block={block} />
-      {!block.isTrigger && (
-        <span
-          aria-hidden
-          className='-translate-x-1/2 absolute top-[-7px] left-1/2 h-[7px] w-5 rounded-t-[2px] bg-[var(--workflow-edge)]'
-        />
-      )}
-      {!block.isTerminal && (
-        <span
-          aria-hidden
-          className='-translate-x-1/2 absolute bottom-[-7px] left-1/2 h-[7px] w-5 rounded-b-[2px] bg-[var(--workflow-edge)]'
+    <div
+      className='group relative h-full w-[250px] select-none rounded-2xl'
+      data-workflow-card
+      inert={decorative}
+      data-node-selected={selected ? '' : undefined}
+      data-action-menu-ready={actionMenuReady ? '' : undefined}
+      style={{ minHeight: BLOCK_DIMENSIONS.MIN_PAINTED_HEIGHT }}
+    >
+      {showActionMenu ? (
+        <>
+          <div
+            aria-hidden='true'
+            data-workflow-action-bar-bridge
+            className='-top-[28px] pointer-events-auto absolute inset-x-0 z-10 h-[28px]'
+          />
+          <div
+            className={cn(
+              '-top-[28px] pointer-events-auto absolute right-[24px] z-40 flex h-[28px] items-center gap-[2px] overflow-hidden rounded-lg px-[0.2rem] py-0.5 opacity-0 transition-opacity duration-[30ms] [transition-timing-function:cubic-bezier(0.23,1,0.32,1)] group-data-[action-menu-ready]:opacity-100 group-data-[action-menu-ready]:duration-100',
+              onReady && 'transition-none'
+            )}
+            style={{ width: actionMenuWidth }}
+          >
+            <Tooltip.Root preferAbove>
+              <Tooltip.Trigger asChild>
+                <Button
+                  type='button'
+                  variant='ghost'
+                  size={null}
+                  className={cn(
+                    getActionButtonClassName('first', selected),
+                    running &&
+                      'group/run !bg-[var(--text-secondary)] !text-[var(--text-inverse)] hover-hover:!bg-[var(--white)] hover-hover:!text-[var(--surface-inverted)]'
+                  )}
+                  aria-label={running ? `Stop ${block.name}` : `Run ${block.name}`}
+                  onClick={(event) => {
+                    event.stopPropagation()
+                    onRunToggle?.(block.id)
+                  }}
+                >
+                  {decorative && decorativeRunIcon ? (
+                    decorativeRunIcon
+                  ) : running ? (
+                    <RunningActionIcon />
+                  ) : complete ? (
+                    <Check className='size-[14px]' />
+                  ) : (
+                    <PlayOutline className='size-[14px]' />
+                  )}
+                </Button>
+              </Tooltip.Trigger>
+              <Tooltip.Content side='top'>{running ? 'Stop' : 'Run'}</Tooltip.Content>
+            </Tooltip.Root>
+            {[
+              { label: 'Disable', Icon: Circle },
+              { label: 'Lock', Icon: Unlock },
+              ...(!block.isTrigger ? [{ label: 'Duplicate', Icon: Duplicate }] : []),
+              { label: 'Delete', Icon: Trash },
+            ].map(({ label, Icon }) => (
+              <Tooltip.Root key={label} preferAbove>
+                <Tooltip.Trigger asChild>
+                  <span className='inline-flex'>
+                    <Button
+                      type='button'
+                      variant='ghost'
+                      size={null}
+                      disabled={!decorative}
+                      aria-label={decorative ? label : `${label} unavailable in preview`}
+                      className={getActionButtonClassName(
+                        label === 'Delete' ? 'last' : 'middle',
+                        selected
+                      )}
+                    >
+                      <Icon className='size-[14px]' />
+                    </Button>
+                  </span>
+                </Tooltip.Trigger>
+                <Tooltip.Content side='top'>
+                  {decorative ? label : `${label} unavailable in preview`}
+                </Tooltip.Content>
+              </Tooltip.Root>
+            ))}
+          </div>
+        </>
+      ) : null}
+
+      <div
+        ref={borderHostRef}
+        role={onSelect ? 'button' : undefined}
+        tabIndex={onSelect ? 0 : undefined}
+        aria-pressed={onSelect ? selected : undefined}
+        onClick={() => onSelect?.(block.id)}
+        onKeyDown={(event) => {
+          if (onSelect) handleKeyboardActivation(event, () => onSelect(block.id))
+        }}
+        className={cn(
+          'relative h-full w-full rounded-2xl',
+          onSelect && 'cursor-pointer focus-visible:outline-none'
+        )}
+      >
+        <WorkflowBlockBorder
+          nodeId={block.id}
+          ports={getPorts(block, actionMenuWidth, orientation)}
+          cursorSwellEnabled={!decorative}
+          canStartConnection={!decorative && !block.isTerminal}
+          canReceiveConnection={!decorative && !block.isTrigger}
+          hasRing={selected || complete}
+          ringStyles={ringStyles}
+          isSelected={selected}
+          initialHeight={blockHeight(block)}
+          onActionMenuReadyChange={showActionMenu ? setActionMenuReady : undefined}
         />
-      )}
+
+        <div
+          className={cn(
+            'relative z-10 flex items-center justify-between px-2',
+            hasContentBelowHeader ? 'h-[40px]' : 'h-[48px]'
+          )}
+        >
+          <span className='min-w-0 flex-1 truncate text-[17px] text-[var(--text-primary)]'>
+            {block.name}
+          </span>
+          <WorkflowTypeTag
+            type={type}
+            typeLabel={block.typeLabel ?? block.name}
+            Icon={block.icon}
+            iconBgColor={block.bgColor}
+            isIntegration={block.isIntegration}
+          />
+        </div>
+
+        {hasContentBelowHeader ? (
+          <div className='relative z-10 flex flex-col gap-2 p-2'>
+            {block.sentence ? (
+              <CanvasSentenceView
+                segments={block.sentence.segments}
+                renderChip={(subBlockId) => {
+                  const value = block.sentence?.values[subBlockId]
+                  return value ? (
+                    <InlineChip>
+                      <span className='block max-w-[138px] truncate'>{value}</span>
+                    </InlineChip>
+                  ) : null
+                }}
+              />
+            ) : (
+              block.rows.map((row) => (
+                <SubBlockRowView key={row.title} title={row.title} displayValue={row.value} />
+              ))
+            )}
+
+            {showErrorRow ? (
+              <div className='flex h-[24px] shrink-0 items-center justify-between rounded-[6px] bg-[var(--surface-5)] pr-1 pl-2 dark:bg-[var(--surface-4)]'>
+                <span className='text-[var(--text-secondary)] text-caption'>On error</span>
+                <Switch
+                  checked={false}
+                  aria-label='On error branch disabled in preview'
+                  disabled
+                  className='scale-[0.72]'
+                />
+              </div>
+            ) : null}
+          </div>
+        ) : null}
+      </div>
     </div>
   )
 }
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/stage-data.ts b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/stage-data.ts
index fb43f689326..0c3535cf554 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/stage-data.ts
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/stage-data.ts
@@ -1,15 +1,26 @@
 import { Table as TableIcon } from '@sim/emcn/icons'
-import { AgentIcon, CodeIcon, SlackIcon, StartIcon } from '@/components/icons'
-import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
-import { BLOCK_WIDTH } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+import { CONNECTION_KNOB_PEAK_PX } from '@sim/workflow-renderer'
+import {
+  AgentIcon,
+  ApiIcon,
+  CodeIcon,
+  ConditionalIcon,
+  SlackIcon,
+  StartIcon,
+} from '@/components/icons'
+import {
+  BLOCK_WIDTH,
+  type BlockDef,
+  blockHeight,
+} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
 
 /**
  * Design-space geometry for the hero's live workflow stage - the lead-enrichment
- * flow the chat conversation "builds": Start feeds the enrichment agent, a
- * scoring function follows, and the flow fans out to Slack and Tables. Block
- * tiles use the platform's grey text ramp (each block a different shade, dark
- * enough to carry the white glyph) - color is reserved for REAL third-party
- * marks, so only Slack keeps its brand tile (#611F69).
+ * flow the chat conversation "builds": Start feeds a research agent, normalized
+ * company data is scored, and a condition routes qualified leads through Slack
+ * into Tables while the alternate path verifies the company through an API.
+ * The graph follows production's left-input/right-output topology and extends
+ * beyond the initial viewport so the homepage canvas has useful space to pan.
  *
  * Blocks are ordered by build sequence - the stage reveals `blocks[0..built-1]`
  * as the loop's build counter advances, and an edge draws once both its
@@ -19,63 +30,116 @@ export const STAGE_BLOCKS: BlockDef[] = [
   {
     id: 'start',
     name: 'Start',
+    type: 'start_trigger',
+    typeLabel: 'Start',
     icon: StartIcon,
     bgColor: 'var(--text-muted)',
     isTrigger: true,
-    rows: [{ title: 'Inputs', value: '-' }],
-    x: 155,
-    y: 12,
+    rows: [],
+    x: 40,
+    y: 310,
   },
   {
     id: 'enrich',
     name: 'Enrich lead',
+    type: 'agent',
+    typeLabel: 'Agent',
     icon: AgentIcon,
     bgColor: 'var(--text-primary)',
-    rows: [
-      { title: 'Messages', value: '-' },
-      { title: 'Model', value: '-' },
-      { title: 'Files', value: '-' },
-    ],
-    x: 155,
-    y: 172,
+    sentence: {
+      segments: ['Prompt', { subBlockId: 'model', noun: 'model' }],
+      values: { model: 'GPT-6 Astra' },
+    },
+    rows: [],
+    x: 390,
+    y: 278,
   },
   {
     id: 'score',
-    name: 'Score fit',
+    name: 'Score company fit',
+    type: 'function',
+    typeLabel: 'Function',
     icon: CodeIcon,
-    bgColor: 'var(--text-secondary)',
+    bgColor: '#FF402F',
+    sentence: {
+      segments: ['Run', { subBlockId: 'code', noun: 'code' }],
+      values: { code: 'code' },
+    },
+    rows: [],
+    x: 740,
+    y: 278,
+  },
+  {
+    id: 'route',
+    name: 'Qualified lead?',
+    type: 'condition',
+    typeLabel: 'Condition',
+    icon: ConditionalIcon,
+    bgColor: '#FF752F',
     rows: [
-      { title: 'Code', value: '-' },
-      { title: 'Timeout', value: '-' },
+      { title: 'If', value: 'score ≥ 80' },
+      { title: 'Else', value: 'score < 80' },
     ],
-    x: 155,
-    y: 390,
+    x: 1090,
+    y: 266,
   },
   {
     id: 'slack',
-    name: 'Post to #sales',
+    name: 'Post qualified lead',
+    type: 'slack',
+    typeLabel: 'Slack',
+    isIntegration: true,
     icon: SlackIcon,
     bgColor: '#611F69',
-    isTerminal: true,
-    rows: [
-      { title: 'Channel', value: '-' },
-      { title: 'Message', value: '-' },
-    ],
-    x: 0,
-    y: 580,
+    sentence: {
+      segments: [
+        'Post',
+        { subBlockId: 'message', noun: 'message' },
+        'to',
+        { subBlockId: 'channel', noun: 'channel' },
+      ],
+      values: { message: 'lead summary', channel: '#sales' },
+    },
+    rows: [],
+    x: 1440,
+    y: 170,
   },
   {
     id: 'tables',
-    name: 'Save to Tables',
+    name: 'Save qualified lead',
+    type: 'table',
+    typeLabel: 'Table',
     icon: TableIcon,
-    bgColor: 'var(--text-body)',
+    bgColor: '#10B981',
     isTerminal: true,
-    rows: [
-      { title: 'Table', value: '-' },
-      { title: 'Operation', value: '-' },
-    ],
-    x: 310,
-    y: 580,
+    sentence: {
+      segments: ['Insert row into', { subBlockId: 'table', noun: 'table' }],
+      values: { table: 'Qualified leads' },
+    },
+    rows: [],
+    x: 1790,
+    y: 170,
+  },
+  {
+    id: 'verify',
+    name: 'Verify company data',
+    type: 'api',
+    typeLabel: 'API',
+    icon: ApiIcon,
+    bgColor: '#2F55FF',
+    isTerminal: true,
+    sentence: {
+      segments: [
+        'Send',
+        { subBlockId: 'method', noun: 'method' },
+        'request to',
+        { subBlockId: 'url', noun: 'a URL' },
+      ],
+      values: { method: 'GET', url: 'company API' },
+    },
+    rows: [],
+    x: 1440,
+    y: 430,
   },
 ]
 
@@ -83,23 +147,14 @@ export const STAGE_BLOCKS: BlockDef[] = [
 export const STAGE_EDGES: ReadonlyArray<readonly [string, string]> = [
   ['start', 'enrich'],
   ['enrich', 'score'],
-  ['score', 'slack'],
-  ['score', 'tables'],
+  ['score', 'route'],
+  ['route', 'slack'],
+  ['slack', 'tables'],
+  ['route', 'verify'],
 ]
 
-/** Design-space bounding box of the layout above. */
-export const STAGE_CANVAS = { width: 560, height: 700 } as const
-
-/**
- * Approximate rendered block height - the icon-tile header (~40px) plus the
- * rows section (16px padding + 21px per row + 8px gaps). Used to place a
- * block's bottom (outgoing) handle; a few px of drift is invisible at stage
- * scale.
- */
-export function blockHeight(block: BlockDef): number {
-  const n = block.rows.length
-  return 40 + (n > 0 ? 16 + n * 21 + (n - 1) * 8 : 0)
-}
+/** Initial camera viewport. The workflow continues to the right. */
+export const STAGE_CANVAS = { width: 860, height: 720 } as const
 
 /**
  * Rounded orthogonal ("smoothstep") path for a VERTICAL flow - from a source's
@@ -124,7 +179,10 @@ export function verticalSmoothStep(sx: number, sy: number, tx: number, ty: numbe
 /** Handle anchor points for a block at its fixed position. */
 export function handleAnchors(block: BlockDef) {
   return {
-    out: { x: block.x + BLOCK_WIDTH / 2, y: block.y + blockHeight(block) },
-    in: { x: block.x + BLOCK_WIDTH / 2, y: block.y },
+    out: {
+      x: block.x + BLOCK_WIDTH / 2,
+      y: block.y + blockHeight(block) + CONNECTION_KNOB_PEAK_PX,
+    },
+    in: { x: block.x + BLOCK_WIDTH / 2, y: block.y - CONNECTION_KNOB_PEAK_PX },
   }
 }
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-stage/hero-platform-stage.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-stage/hero-platform-stage.tsx
new file mode 100644
index 00000000000..9cde993e6c1
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-stage/hero-platform-stage.tsx
@@ -0,0 +1,49 @@
+import { cn } from '@sim/emcn'
+import Image from 'next/image'
+import { HeroPlatformLoopMount } from '@/app/(landing)/components/hero/components/hero-platform-loop'
+import { HOME_INSET, LANDING_STAGE_RADIUS } from '@/app/(landing)/components/landing-layout'
+
+/**
+ * Painted frame on the customer carousel's full content measure. The product
+ * window keeps the masthead's inset on desktop; smaller screens use a compact
+ * painted gutter so the interface retains its available space. One grayscale
+ * painting keeps identical brushwork across themes, with a charcoal treatment
+ * applied locally in dark mode.
+ */
+export function HeroPlatformStage() {
+  return (
+    <div
+      data-preview-stage=''
+      className={cn(
+        'relative isolate mt-20 w-full overflow-hidden bg-[var(--surface-3)] py-20',
+        'max-sm:mt-12 max-sm:p-4 max-lg:mt-16 max-lg:p-6 max-xl:py-16',
+        LANDING_STAGE_RADIUS
+      )}
+    >
+      <div aria-hidden='true' className='pointer-events-none absolute inset-0'>
+        <Image
+          data-preview-background=''
+          src='/landing/hero-painted-4k.webp'
+          alt=''
+          fill
+          priority
+          fetchPriority='high'
+          quality={90}
+          sizes='(max-width: 1727px) 100vw, 1648px'
+          className='object-cover dark:brightness-[0.28]'
+        />
+      </div>
+
+      <div
+        role='region'
+        aria-label='Interactive Sim product preview'
+        className={cn(
+          'relative aspect-[1280/735] overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--surface-1)] shadow-xs transition-[border-color,box-shadow] duration-300 ease-out has-[[data-preview-entering]]:border-transparent has-[[data-preview-entering]]:shadow-none motion-reduce:transition-none max-sm:aspect-[4/3] max-sm:min-h-[264px] max-xl:min-h-[480px]',
+          HOME_INSET
+        )}
+      >
+        <HeroPlatformLoopMount />
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-stage/index.ts b/apps/sim/app/(landing)/components/hero/components/hero-platform-stage/index.ts
new file mode 100644
index 00000000000..4cfbcb7c2e7
--- /dev/null
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-stage/index.ts
@@ -0,0 +1 @@
+export { HeroPlatformStage } from './hero-platform-stage'
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-stat/hero-stat.module.css b/apps/sim/app/(landing)/components/hero/components/hero-stat/hero-stat.module.css
deleted file mode 100644
index 7c1f5bba716..00000000000
--- a/apps/sim/app/(landing)/components/hero/components/hero-stat/hero-stat.module.css
+++ /dev/null
@@ -1,69 +0,0 @@
-/* Plain fade-in for the hero stat number - one smooth opacity ramp. */
-@keyframes fade-in {
-  0% {
-    opacity: 0;
-  }
-  100% {
-    opacity: 1;
-  }
-}
-
-.fadeIn {
-  animation: fade-in 900ms cubic-bezier(0.22, 1, 0.36, 1) both;
-}
-
-/*
- * Per-character entrance for the placeholder zeros: the leading "0" fades in
- * first, then each following character staggers in left to right (70ms per
- * character; the 11th lands at 700ms + 500ms fade = fully in by ~1.2s).
- */
-.char {
-  animation: fade-in 500ms cubic-bezier(0.22, 1, 0.36, 1) both;
-}
-
-.char:nth-child(2) {
-  animation-delay: 70ms;
-}
-
-.char:nth-child(3) {
-  animation-delay: 140ms;
-}
-
-.char:nth-child(4) {
-  animation-delay: 210ms;
-}
-
-.char:nth-child(5) {
-  animation-delay: 280ms;
-}
-
-.char:nth-child(6) {
-  animation-delay: 350ms;
-}
-
-.char:nth-child(7) {
-  animation-delay: 420ms;
-}
-
-.char:nth-child(8) {
-  animation-delay: 490ms;
-}
-
-.char:nth-child(9) {
-  animation-delay: 560ms;
-}
-
-.char:nth-child(10) {
-  animation-delay: 630ms;
-}
-
-.char:nth-child(11) {
-  animation-delay: 700ms;
-}
-
-@media (prefers-reduced-motion: reduce) {
-  .fadeIn,
-  .char {
-    animation: none !important;
-  }
-}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-stat/hero-stat.tsx b/apps/sim/app/(landing)/components/hero/components/hero-stat/hero-stat.tsx
deleted file mode 100644
index 1ddfb92f214..00000000000
--- a/apps/sim/app/(landing)/components/hero/components/hero-stat/hero-stat.tsx
+++ /dev/null
@@ -1,166 +0,0 @@
-'use client'
-
-import { useEffect, useState } from 'react'
-import { cn } from '@sim/emcn'
-import styles from '@/app/(landing)/components/hero/components/hero-stat/hero-stat.module.css'
-
-const STAT_VALUE = '0.00000206%'
-/** The last-three-digit count-up range: 000 -> 206 (Stripe-style iterate). */
-const COUNT_FROM = 0
-const COUNT_TO = 206
-/** Duration of the count-up once it starts. */
-const COUNT_DUR_MS = 1100
-/** The LIGHT-GREY placeholder zeros the number staggers in as, char by char. */
-const START_CHARS = `0.00000${String(COUNT_FROM).padStart(3, '0')}%`.split('')
-/**
- * When the per-character stagger has fully landed (last char starts at 700ms
- * + its 500ms fade - see hero-stat.module.css).
- */
-const CHARS_IN_AT_MS = 1200
-/**
- * The settle beat starts once the character stagger completes, plus a short
- * hold so the number reads before it rises.
- */
-const SETTLE_AT_MS = CHARS_IN_AT_MS + 150
-/**
- * The label reveal waits until the rising number (500ms ease-out) has cleared
- * the label's row, so the two never overlap mid-flight.
- */
-const REVEAL_AT_MS = SETTLE_AT_MS + 400
-/** The dark fill grows in last, once the label's fade-up has finished. */
-const FILL_AT_MS = REVEAL_AT_MS + 350
-
-/**
- * The hero's right-side stat, with a staggered page-load entrance in four
- * beats: the number appears at the bottom of the stat as LIGHT-GREY
- * placeholder zeros - the leading "0" fades in first, then each following
- * character staggers in left to right - alongside the progress rail (short,
- * bottom-anchored, spanning exactly the number's 18px line), the number rises
- * into its final slot while the rail GROWS upward at the same rate (same
- * duration + easing, so its top edge tracks the number's top), then the
- * "Global work done by Sim" label fades up beneath it while the number
- * DARKENS to `--text-primary` and the last digits COUNT UP 000 -> 206
- * (Stripe-style, ease-out so the ticks slow into the final value), and
- * finally the dark progress fill grows up from the rail's foot.
- *
- * Under `prefers-reduced-motion` everything renders settled immediately (the
- * fades are also disabled in the CSS module).
- */
-export function HeroStat() {
-  const [settled, setSettled] = useState(false)
-  const [revealed, setRevealed] = useState(false)
-  const [filled, setFilled] = useState(false)
-  const [count, setCount] = useState(COUNT_FROM)
-
-  useEffect(() => {
-    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
-    let raf = 0
-    let settleTimer: ReturnType<typeof setTimeout>
-    let revealTimer: ReturnType<typeof setTimeout>
-    let fillTimer: ReturnType<typeof setTimeout>
-    let countTimer: ReturnType<typeof setTimeout>
-
-    const clearScheduled = () => {
-      clearTimeout(settleTimer)
-      clearTimeout(revealTimer)
-      clearTimeout(fillTimer)
-      clearTimeout(countTimer)
-      cancelAnimationFrame(raf)
-    }
-
-    const showSettled = () => {
-      clearScheduled()
-      setSettled(true)
-      setRevealed(true)
-      setFilled(true)
-      setCount(COUNT_TO)
-    }
-
-    const runEntrance = () => {
-      setSettled(false)
-      setRevealed(false)
-      setFilled(false)
-      setCount(COUNT_FROM)
-      settleTimer = setTimeout(() => setSettled(true), SETTLE_AT_MS)
-      revealTimer = setTimeout(() => setRevealed(true), REVEAL_AT_MS)
-      fillTimer = setTimeout(() => setFilled(true), FILL_AT_MS)
-      countTimer = setTimeout(() => {
-        const start = performance.now()
-        const tick = (now: number) => {
-          const t = Math.min((now - start) / COUNT_DUR_MS, 1)
-          const eased = 1 - (1 - t) ** 3
-          setCount(Math.round(COUNT_FROM + (COUNT_TO - COUNT_FROM) * eased))
-          if (t < 1) raf = requestAnimationFrame(tick)
-        }
-        raf = requestAnimationFrame(tick)
-      }, REVEAL_AT_MS)
-    }
-
-    // Re-synced on 'change' - not just on mount - so toggling the preference
-    // mid-entrance snaps straight to the settled state instead of leaving the
-    // stagger/count-up to keep running on its own clock.
-    const syncMotionPreference = () => {
-      clearScheduled()
-      if (media.matches) {
-        showSettled()
-        return
-      }
-      runEntrance()
-    }
-
-    syncMotionPreference()
-    media.addEventListener('change', syncMotionPreference)
-    return () => {
-      media.removeEventListener('change', syncMotionPreference)
-      clearScheduled()
-    }
-  }, [])
-
-  return (
-    <div className='flex w-fit shrink-0 items-stretch gap-3 max-lg:hidden'>
-      <div aria-hidden='true' className={cn('relative w-[2px]', styles.fadeIn)}>
-        <div
-          className={cn(
-            'absolute inset-x-0 bottom-0 flex flex-col justify-end rounded-full bg-[var(--surface-6)] transition-[top] duration-500',
-            settled ? 'top-0' : 'top-[calc(100%-18px)]'
-          )}
-        >
-          <div
-            className={cn(
-              'w-full rounded-full bg-[var(--text-body)] transition-[height] duration-300',
-              filled ? 'h-[4px]' : 'h-0'
-            )}
-          />
-        </div>
-      </div>
-      <div className='flex flex-col gap-1.5'>
-        <p
-          className={cn(
-            'text-[18px] tabular-nums leading-none transition-[transform,color] duration-500',
-            settled ? 'translate-y-0' : 'translate-y-[20px]',
-            revealed ? 'text-[var(--text-primary)]' : 'text-[var(--surface-7)]'
-          )}
-        >
-          <span className='sr-only'>{STAT_VALUE}</span>
-          <span aria-hidden='true'>
-            {revealed
-              ? `0.00000${String(count).padStart(3, '0')}%`
-              : START_CHARS.map((ch, i) => (
-                  <span key={i} className={styles.char}>
-                    {ch}
-                  </span>
-                ))}
-          </span>
-        </p>
-        <p
-          className={cn(
-            'text-[var(--text-muted)] text-sm leading-none transition-[opacity,transform] duration-300',
-            revealed ? 'translate-y-0 opacity-100' : 'translate-y-2 opacity-0'
-          )}
-        >
-          Global work done by Sim
-        </p>
-      </div>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-stat/index.ts b/apps/sim/app/(landing)/components/hero/components/hero-stat/index.ts
deleted file mode 100644
index 7ddec9cbf10..00000000000
--- a/apps/sim/app/(landing)/components/hero/components/hero-stat/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { HeroStat } from './hero-stat'
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/block-handles.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/block-handles.tsx
deleted file mode 100644
index 4d9b15763b6..00000000000
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/block-handles.tsx
+++ /dev/null
@@ -1,40 +0,0 @@
-import { cn } from '@sim/emcn'
-import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
-
-interface BlockHandlesProps {
-  block: BlockDef
-  handlesVisible?: boolean
-}
-
-/**
- * The decorative edge-handle nubs for a block - an inbound nub on the left
- * unless the block is a trigger, an outbound nub on the right unless it's
- * terminal. Absolutely positioned, so the caller must be a `relative` (or
- * otherwise positioned) box of the block's width. Shared so the morphed chat
- * card (GitHub, rendered as content-only) can carry the same handles as the
- * real {@link WorkflowBlock} satellites.
- */
-export function BlockHandles({ block, handlesVisible = true }: BlockHandlesProps) {
-  return (
-    <>
-      {!block.isTrigger && (
-        <span
-          aria-hidden
-          className={cn(
-            '-translate-y-1/2 absolute top-5 left-[-7px] h-5 w-[7px] rounded-l-[2px] bg-[var(--workflow-edge)] transition-opacity [transition-duration:360ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
-            handlesVisible ? 'opacity-100' : 'opacity-0'
-          )}
-        />
-      )}
-      {!block.isTerminal && (
-        <span
-          aria-hidden
-          className={cn(
-            '-translate-y-1/2 absolute top-5 right-[-7px] h-5 w-[7px] rounded-r-[2px] bg-[var(--workflow-edge)] transition-opacity [transition-duration:360ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
-            handlesVisible ? 'opacity-100' : 'opacity-0'
-          )}
-        />
-      )}
-    </>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/hero-visual.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/hero-visual.tsx
deleted file mode 100644
index b30a1169e96..00000000000
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/hero-visual.tsx
+++ /dev/null
@@ -1,1196 +0,0 @@
-'use client'
-
-import {
-  type CSSProperties,
-  useCallback,
-  useEffect,
-  useLayoutEffect,
-  useRef,
-  useState,
-} from 'react'
-import { cn } from '@sim/emcn'
-import { ThinkingLoader } from '@/components/ui'
-import { BlockHandles } from '@/app/(landing)/components/hero/components/hero-visual/block-handles'
-import {
-  type HomeMode,
-  StageHome,
-} from '@/app/(landing)/components/hero/components/hero-visual/stage-home'
-import {
-  type KbStage,
-  KnowledgeBasePanel,
-} from '@/app/(landing)/components/hero/components/hero-visual/stage-kb'
-import { WorkflowBlock } from '@/app/(landing)/components/hero/components/hero-visual/workflow-block'
-import {
-  ANSWER_MS_PER_CHAR,
-  ANSWER_TEXT,
-  BLOCK_WIDTH,
-  PROMPT_ATOMS,
-  SCENE_AGENT_FOCUS_TRANSLATE,
-  SCENE_BLOCK1,
-  SCENE_EDGES,
-  SCENE_FOLLOW_SCALE,
-  SCENE_JIRA_FOCUS_TRANSLATE,
-  SCENE_OVERVIEW_SCALE,
-  SCENE_OVERVIEW_TRANSLATE,
-  SCENE_SATELLITES,
-  SEND_BUBBLE_GROW_MS,
-  SEND_BUBBLE_HOLD_MS,
-  TYPE_MS_PER_ATOM,
-  WORKFLOW_FOCUS_SCALE,
-} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
-import colorMixFallbacks from '@/app/(landing)/components/shared/color-mix-fallbacks/color-mix-fallbacks.module.css'
-
-/**
- * Animated hero visual - the only client island in the hero, decorative and
- * `aria-hidden`. A single pointer cursor drives a looping product demo:
- *
- * it glides into the input and clicks; the prompt types itself out
- * (`@github`/`@Jira` as inline icon-chips); it moves to send and clicks; the
- * camera smoothly zooms into the send button and HOLDS there while the disc
- * morphs into the gooey thinking loader and cycles through several shapes; then -
- * still zoomed - the loader slides to the reply slot on the left with the camera
- * panning to follow it (no zoom-out), docks, and calls out the world phrases;
- * only once the Mothership starts typing its reply does the camera zoom back out
- * to the full chat. The card then morphs into a GitHub → Agent → Jira workflow
- * (the cursor hides while the agent works); Jira morphs into a Knowledge Base
- * block, then a create modal opens, files drop in from "Finder", the cursor
- * returns to click Create, and an embedding map builds itself - before the whole
- * thing loops.
- *
- * Two elements are driven imperatively (writing transforms per `requestAnimation
- * Frame` to avoid per-frame React renders):
- * - The cursor measures its real DOM target (input, send button, Create button)
- *   and arcs there along a quadratic Bézier (control point lifted perpendicular)
- *   eased with `easeInOutCubic`, so it moves like a hand, not a slide.
- * - The thinking loader lives at THIS root (not in the card) so it can outlive the
- *   chat layers and stay glued to its target - the send button, then the reply
- *   slot - through the camera zoom, pan, and zoom-out, regardless of how the card
- *   reshapes beneath it. Each frame it measures its target's on-screen rect and
- *   matches its position and size; during the slide it lerps between the two.
- *
- * `prefers-reduced-motion` skips the timeline and shows a static built-workflow
- * frame.
- */
-
-type Phase =
-  | 'home'
-  | 'clickInput'
-  | 'typing'
-  | 'toSend'
-  | 'zoomSend'
-  | 'clickSend'
-  | 'discMorph'
-  | 'cycleHold'
-  | 'loaderSlide'
-  | 'phrases'
-  | 'phrasesOut'
-  | 'phrasesWide'
-  | 'answer'
-  | 'answerHold'
-  | 'morph'
-  | 'blockFocus'
-  | 'connectAgent'
-  | 'agentFocus'
-  | 'connectJira'
-  | 'jiraFocus'
-  | 'workflowFade'
-  | 'kbMorph'
-  | 'cameraOut'
-  | 'workflowHold'
-  | 'kbOpen'
-  | 'kbDrop'
-  | 'kbToCreate'
-  | 'kbClickCreate'
-  | 'kbEmbeddings'
-  | 'kbHold'
-
-/** Duration of the loader's send→reply slide; the camera pan + lerp share it. */
-const LOADER_SLIDE_MS = 1200
-/** Duration of the camera pulling back out to the whole card while the loader +
- * phrases stay on screen (the `phrasesOut` beat). */
-const ZOOM_OUT_MS = 1300
-/** Camera pan while a workflow connector draws to the next block. */
-const WORKFLOW_CONNECT_MS = 1600
-/** Final pull-out after the camera has visited GitHub, Agent, and Jira. */
-const WORKFLOW_ZOOM_OUT_MS = 2400
-/** Draw duration for each workflow connector, matched to the camera follow. */
-const WORKFLOW_EDGE_DRAW_MS = 1320
-
-const STEPS: Array<[Phase, number]> = [
-  ['home', 900],
-  ['clickInput', 360],
-  ['typing', PROMPT_ATOMS.length * TYPE_MS_PER_ATOM + 400],
-  // The camera zooms into the send button DURING `toSend` (concurrent with the
-  // cursor dragging over to it), so the two read as one motion - no arrive-then-
-  // zoom pause. `zoomSend` is just the short settle while the zoom finishes.
-  ['toSend', 700],
-  ['zoomSend', 350],
-  // Beat 1: a quick press, then the disc morphs into the loader (compose height
-  // held). Beat 2: the card grows, the bubble reveals after it settles, then the
-  // loader gets a short hold before the slide left.
-  ['clickSend', 300],
-  ['discMorph', 560],
-  ['cycleHold', SEND_BUBBLE_HOLD_MS],
-  ['loaderSlide', LOADER_SLIDE_MS],
-  // The loader shows ~2 shapes total (the cycleHold shape + one during the
-  // slide); the moment it docks left it goes straight to the zoom-out and reply
-  // rather than dwelling on more cycle shapes - so `phrases`/`phrasesWide` are
-  // just brief settles around the `phrasesOut` zoom-out, not a loading hold.
-  ['phrases', 700],
-  ['phrasesOut', ZOOM_OUT_MS],
-  ['phrasesWide', 700],
-  ['answer', ANSWER_TEXT.length * ANSWER_MS_PER_CHAR + 500],
-  ['answerHold', 700],
-  ['morph', 900],
-  ['blockFocus', 850],
-  ['connectAgent', WORKFLOW_CONNECT_MS],
-  ['agentFocus', 750],
-  ['connectJira', WORKFLOW_CONNECT_MS],
-  ['jiraFocus', 750],
-  ['workflowFade', 540],
-  ['kbMorph', 1150],
-  ['kbOpen', 1000],
-  ['kbDrop', 1500],
-  ['kbToCreate', 850],
-  ['kbClickCreate', 420],
-  ['kbEmbeddings', 2600],
-  ['kbHold', 1400],
-]
-
-const HOME_PHASES = new Set<Phase>([
-  'home',
-  'clickInput',
-  'typing',
-  'toSend',
-  'zoomSend',
-  'clickSend',
-  'discMorph',
-  'cycleHold',
-  'loaderSlide',
-  'phrases',
-  'phrasesOut',
-  'phrasesWide',
-  'answer',
-  'answerHold',
-  'morph',
-])
-/** Compose beats where the greeting headline is shown - while the prompt is
- * being composed and sent, never once the conversation/loader takes over. */
-const GREETING_PHASES = new Set<Phase>([
-  'home',
-  'clickInput',
-  'typing',
-  'toSend',
-  'zoomSend',
-  'clickSend',
-])
-const WORKFLOW_PHASES = new Set<Phase>([
-  'blockFocus',
-  'connectAgent',
-  'agentFocus',
-  'connectJira',
-  'jiraFocus',
-  'workflowFade',
-  'kbMorph',
-  'cameraOut',
-  'workflowHold',
-  'kbOpen',
-  'kbDrop',
-  'kbToCreate',
-  'kbClickCreate',
-  'kbEmbeddings',
-  'kbHold',
-])
-const KB_PHASES = new Set<Phase>([
-  'kbOpen',
-  'kbDrop',
-  'kbToCreate',
-  'kbClickCreate',
-  'kbEmbeddings',
-  'kbHold',
-])
-const CLICK_PHASES = new Set<Phase>(['clickInput', 'clickSend', 'kbClickCreate'])
-/** The cursor stays on the send button through the push-in and the click, then
- * steps off-screen for the disc morph so the cycling loader reads cleanly, and
- * stays gone while the Mothership thinks, replies, and builds. */
-const HIDE_CURSOR_PHASES = new Set<Phase>([
-  'discMorph',
-  'cycleHold',
-  'loaderSlide',
-  'phrases',
-  'phrasesOut',
-  'phrasesWide',
-  'answer',
-  'answerHold',
-  'morph',
-  'blockFocus',
-  'connectAgent',
-  'agentFocus',
-  'connectJira',
-  'jiraFocus',
-  'workflowFade',
-  'kbMorph',
-  'cameraOut',
-  'workflowHold',
-  'kbOpen',
-  'kbDrop',
-])
-/** Beats the root thinking loader is mounted for - from the disc morph through
- * the slide, phrases, and the pull-out to the wide card, fading out as the reply
- * types. */
-const LOADER_PHASES = new Set<Phase>([
-  'discMorph',
-  'cycleHold',
-  'loaderSlide',
-  'phrases',
-  'phrasesOut',
-  'phrasesWide',
-  'answer',
-])
-/** Beats where the camera + loader are driven imperatively per frame (the held,
- * slide, and pull-out beats). `answer` is excluded - there the camera is already
- * settled wide and the loader is frozen, fading. */
-const LOADER_PAINT_PHASES = new Set<Phase>([
-  'discMorph',
-  'cycleHold',
-  'loaderSlide',
-  'phrases',
-  'phrasesOut',
-  'phrasesWide',
-])
-
-/** Cursor hotspot offset within its SVG (the arrow tip), in px at the rendered size. */
-const TIP_X = 6
-const TIP_Y = 3
-/** How far below the input the cursor seeds on first paint before gliding up into it. */
-const CURSOR_ENTRY_DROP = 48
-/** Per-frame catch-up fraction for the cursor chasing the send button during the push-in. */
-const CURSOR_CHASE = 0.14
-
-/** How far the camera zooms into the send button before the morph + zoom-out. */
-const ZOOM_SCALE = 2.4
-
-/** Base render size of the root loader, in px; the tracker scales it to its target. */
-const LOADER_BASE = 28
-const JIRA_BLOCK_HEIGHT = 77
-const KB_PANEL_WIDTH = 420
-const KB_PANEL_HEIGHT = 410
-const KB_PANEL_MORPH_SCALE = 1 / SCENE_FOLLOW_SCALE
-const KB_PANEL_TARGET_OFFSET_Y = -3
-
-/**
- * Flat `#383838` ink with no glow - the chat send button's fill. Applied to the
- * root loader while it sits settled on the send button, so its orb reads as that
- * exact dark disc; dropped once it unsettles, and the loader's CSS tweens
- * `stop-color`/`flood-color` back to the brand gradient as it starts cycling.
- */
-const SEND_BUTTON_INK = {
-  '--tl-grad-inner': '#383838',
-  '--tl-grad-outer': '#383838',
-  '--tl-glow': 'transparent',
-} as CSSProperties
-
-/**
- * Landing loader ink - keeps the loader's default radial gloss (center darker,
- * edge lifted ~24% toward white, the same relative step as the stock
- * `#2c2c2c → #5f5f5f`) but recentres it on `var(--text-body)`, the navbar's text
- * color, so each blob's center matches the nav links and wordmark while the edge
- * stays that same relative step lighter. Glow off so nothing over-lightens the
- * silhouette.
- */
-const LANDING_LOADER_INK = {
-  '--tl-grad-inner': 'var(--text-body)',
-  '--tl-grad-outer': 'var(--thinking-loader-outer)',
-  '--tl-glow': 'transparent',
-} as CSSProperties
-
-function kbStageFor(phase: Phase): KbStage {
-  if (phase === 'kbMorph' || phase === 'kbOpen') return 'empty'
-  if (phase === 'kbEmbeddings' || phase === 'kbHold') return 'embeddings'
-  return 'files'
-}
-
-function homeModeFor(phase: Phase): HomeMode {
-  // `morphing` (disc morph): compose-height layout held (the input stays in flow,
-  // fading) so the disc becomes the loader in place - no reshape mid-morph.
-  if (phase === 'discMorph') return 'morphing'
-  // `sending` (cycle hold): the morph is done; the user bubble animates in above
-  // the loader and the card grows to fit it, camera still zoomed.
-  if (phase === 'cycleHold') return 'sending'
-  // The conversation appears as the loader leaves for the reply slot, and holds
-  // through the pull-out to the wide card while the loader + phrases stay up.
-  if (
-    phase === 'loaderSlide' ||
-    phase === 'phrases' ||
-    phase === 'phrasesOut' ||
-    phase === 'phrasesWide'
-  ) {
-    return 'thinking'
-  }
-  if (phase === 'answer' || phase === 'answerHold') return 'answering'
-  // The card stays the GitHub block through the whole workflow pull-out - it IS
-  // block 1 of the scene, never unmounting.
-  if (
-    phase === 'morph' ||
-    phase === 'blockFocus' ||
-    phase === 'connectAgent' ||
-    phase === 'agentFocus' ||
-    phase === 'connectJira' ||
-    phase === 'jiraFocus' ||
-    phase === 'workflowFade' ||
-    phase === 'kbMorph' ||
-    phase === 'cameraOut' ||
-    phase === 'workflowHold'
-  ) {
-    return 'block'
-  }
-  return 'compose'
-}
-
-const easeInOutCubic = (t: number) => (t < 0.5 ? 4 * t * t * t : 1 - (-2 * t + 2) ** 3 / 2)
-
-function sceneTransformFor(phase: Phase): string {
-  if (phase === 'connectAgent' || phase === 'agentFocus') {
-    return `translate(${SCENE_AGENT_FOCUS_TRANSLATE.x}px, ${SCENE_AGENT_FOCUS_TRANSLATE.y}px) scale(${SCENE_FOLLOW_SCALE})`
-  }
-  if (
-    phase === 'connectJira' ||
-    phase === 'jiraFocus' ||
-    phase === 'workflowFade' ||
-    phase === 'kbMorph' ||
-    KB_PHASES.has(phase)
-  ) {
-    return `translate(${SCENE_JIRA_FOCUS_TRANSLATE.x}px, ${SCENE_JIRA_FOCUS_TRANSLATE.y}px) scale(${SCENE_FOLLOW_SCALE})`
-  }
-  if (phase === 'cameraOut' || phase === 'workflowHold') {
-    return `translate(${SCENE_OVERVIEW_TRANSLATE.x}px, ${SCENE_OVERVIEW_TRANSLATE.y}px) scale(${SCENE_OVERVIEW_SCALE})`
-  }
-  return 'translate(0px, 0px) scale(1)'
-}
-
-function sceneTransitionMsFor(phase: Phase): number {
-  if (phase === 'connectAgent' || phase === 'connectJira') return WORKFLOW_CONNECT_MS
-  if (phase === 'cameraOut') return WORKFLOW_ZOOM_OUT_MS
-  if (phase === 'kbMorph') return 900
-  return 700
-}
-
-function edgeDrawn(edgeIndex: number, phase: Phase): boolean {
-  if (edgeIndex === 0) {
-    return (
-      phase === 'connectAgent' ||
-      phase === 'agentFocus' ||
-      phase === 'connectJira' ||
-      phase === 'jiraFocus' ||
-      phase === 'workflowFade' ||
-      phase === 'kbMorph' ||
-      KB_PHASES.has(phase) ||
-      phase === 'cameraOut' ||
-      phase === 'workflowHold'
-    )
-  }
-  return (
-    phase === 'connectJira' ||
-    phase === 'jiraFocus' ||
-    phase === 'workflowFade' ||
-    phase === 'kbMorph' ||
-    KB_PHASES.has(phase) ||
-    phase === 'cameraOut' ||
-    phase === 'workflowHold'
-  )
-}
-
-function satelliteVisible(blockId: string, phase: Phase): boolean {
-  if (blockId === 'agent') {
-    return (
-      phase === 'connectAgent' ||
-      phase === 'agentFocus' ||
-      phase === 'connectJira' ||
-      phase === 'jiraFocus' ||
-      phase === 'workflowFade' ||
-      phase === 'kbMorph' ||
-      KB_PHASES.has(phase) ||
-      phase === 'cameraOut' ||
-      phase === 'workflowHold'
-    )
-  }
-  if (blockId === 'jira') {
-    return (
-      phase === 'connectJira' ||
-      phase === 'jiraFocus' ||
-      phase === 'workflowFade' ||
-      phase === 'kbMorph' ||
-      KB_PHASES.has(phase) ||
-      phase === 'cameraOut' ||
-      phase === 'workflowHold'
-    )
-  }
-  return phase === 'cameraOut' || phase === 'workflowHold'
-}
-
-export function HeroVisual() {
-  const containerRef = useRef<HTMLDivElement>(null)
-  const inputRef = useRef<HTMLDivElement>(null)
-  const sendRef = useRef<HTMLDivElement>(null)
-  const dockRef = useRef<HTMLDivElement>(null)
-  const cardRef = useRef<HTMLDivElement>(null)
-  // The send-bubble grow: while active (the `sending` beat), `paintFrame` eases the
-  // card's height from `h0`→`h1` per frame (writing `--hero-card-h`) and pins the
-  // camera to the freshly-measured send button in the SAME frame - so the card and
-  // the camera move in lockstep and the grow can't shake.
-  const growRef = useRef({ active: false, start: 0, h0: 0, h1: 0 })
-  const createRef = useRef<HTMLSpanElement>(null)
-  const cursorElRef = useRef<HTMLDivElement>(null)
-  const cursorPosRef = useRef({ x: 0, y: 0 })
-  const rafRef = useRef<number | undefined>(undefined)
-  const initedRef = useRef(false)
-  // Camera: the chat's zoom wrapper. `zoomSend`/`answer` drive it with React state
-  // + a CSS transition (smooth push / pull); the held + slide beats in between
-  // drive it imperatively (see `paintFrame`), locked frame-for-frame to the loader
-  // so the camera can never outrun it. The origin (un-zoomed send center) and the
-  // live translate are shared between the two regimes for a seamless handoff.
-  const cameraElRef = useRef<HTMLDivElement>(null)
-  const zoomOriginRef = useRef('50% 50%')
-  const zoomOriginPxRef = useRef({ x: 0, y: 0 })
-  const zoomTranslateRef = useRef({ x: 0, y: 0 })
-  // The root loader, its per-frame target, and the on-screen anchors the slide
-  // tweens between (captured when the slide begins).
-  const loaderElRef = useRef<HTMLDivElement>(null)
-  const loaderTrackRef = useRef<{
-    kind: 'send' | 'slide' | 'reply' | 'zoomOut' | 'wide'
-    start: number
-  }>({
-    kind: 'send',
-    start: 0,
-  })
-  const slideAnchorRef = useRef({ from: { x: 0, y: 0 }, to: { x: 0, y: 0 } })
-  // The on-screen spot the loader holds while the disc morphs + cycles. Captured
-  // when the morph begins (the zoom-centred send button) so that, as the card
-  // grows to fit the user bubble above, the camera pans to keep the loader pinned
-  // here - it never drifts down with the reshaping card.
-  const sendAnchorRef = useRef({ x: 0, y: 0 })
-  // The camera translate captured when the pull-out begins; the `zoomOut` beat
-  // lerps it (and the scale) back to identity while the loader rides the dock.
-  const zoomOutFromRef = useRef({ x: 0, y: 0 })
-
-  const [phase, setPhase] = useState<Phase>('home')
-  const [typedCount, setTypedCount] = useState(0)
-  const [answerTypedCount, setAnswerTypedCount] = useState(0)
-  const [zoomStyle, setZoomStyle] = useState<CSSProperties | undefined>(undefined)
-  const [ready, setReady] = useState(false)
-
-  const animateCursorTo = useCallback((tx: number, ty: number, snap: boolean) => {
-    const el = cursorElRef.current
-    if (!el) return
-    if (rafRef.current) cancelAnimationFrame(rafRef.current)
-
-    const start = cursorPosRef.current
-    const dx = tx - start.x
-    const dy = ty - start.y
-    const distance = Math.hypot(dx, dy)
-
-    const writeTransform = (x: number, y: number) => {
-      el.style.transform = `translate(${x - TIP_X}px, ${y - TIP_Y}px)`
-    }
-
-    if (snap || distance < 1) {
-      cursorPosRef.current = { x: tx, y: ty }
-      writeTransform(tx, ty)
-      return
-    }
-
-    const duration = Math.min(1000, Math.max(380, distance * 1.05))
-    const mx = (start.x + tx) / 2
-    const my = (start.y + ty) / 2
-    const lift = Math.min(distance * 0.22, 70)
-    let cx = mx + (-dy / distance) * lift
-    let cy = my + (dx / distance) * lift
-    if (cy > my) {
-      cx = mx - (-dy / distance) * lift
-      cy = my - (dx / distance) * lift
-    }
-
-    const startTime = performance.now()
-    const frame = (now: number) => {
-      const t = Math.min((now - startTime) / duration, 1)
-      const e = easeInOutCubic(t)
-      const m = 1 - e
-      const x = m * m * start.x + 2 * m * e * cx + e * e * tx
-      const y = m * m * start.y + 2 * m * e * cy + e * e * ty
-      cursorPosRef.current = { x, y }
-      writeTransform(x, y)
-      rafRef.current = t < 1 ? requestAnimationFrame(frame) : undefined
-    }
-    rafRef.current = requestAnimationFrame(frame)
-  }, [])
-
-  const cursorPointFor = useCallback((target: Phase): { x: number; y: number } | null => {
-    const container = containerRef.current
-    if (!container) return null
-    const cr = container.getBoundingClientRect()
-
-    if (target === 'home' || target === 'clickInput' || target === 'typing') {
-      const r = inputRef.current?.getBoundingClientRect()
-      if (!r) return null
-      // Click low-left: nudged ~20px left of the field's start, and vertically
-      // centred on the send button's row (measured live) - at the bottom-left
-      // of the card, not over the top line of text.
-      const s = sendRef.current?.getBoundingClientRect()
-      const y = (s ? s.top + s.height / 2 : r.top + r.height / 2) - cr.top
-      return { x: r.left - cr.left + 26, y }
-    }
-    if (target === 'toSend' || target === 'zoomSend' || target === 'clickSend') {
-      // Measured live, so once the camera has zoomed the send button the cursor
-      // lands on it at its enlarged on-screen position.
-      const r = sendRef.current?.getBoundingClientRect()
-      if (r) return { x: r.left - cr.left + r.width / 2, y: r.top - cr.top + r.height / 2 }
-      return null
-    }
-    if (
-      target === 'kbToCreate' ||
-      target === 'kbClickCreate' ||
-      target === 'kbEmbeddings' ||
-      target === 'kbHold'
-    ) {
-      const r = createRef.current?.getBoundingClientRect()
-      if (r) return { x: r.left - cr.left + r.width / 2, y: r.top - cr.top + r.height / 2 }
-    }
-    return null
-  }, [])
-
-  const positionCursor = useCallback(
-    (target: Phase, snap: boolean) => {
-      const point = cursorPointFor(target)
-      if (point) animateCursorTo(point.x, point.y, snap)
-    },
-    [cursorPointFor, animateCursorTo]
-  )
-
-  // One frame of the held/slide camera + loader. The loader is placed at an
-  // on-screen ANCHOR that tweens along a smooth path (its morph spot → a
-  // below-centre spot, where the reply sits under the bubble); the camera is then
-  // nudged so the loader's card target (the disc → the reply slot) sits under that
-  // anchor - so the camera follows the loader, never leading it. Because the
-  // loader rides the smooth anchor path directly, its motion never jerks even as
-  // the card grows beneath it. Measure-and-write only; called every frame and once
-  // synchronously per phase change (no first-frame flash).
-  const paintFrame = useCallback(() => {
-    const loaderEl = loaderElRef.current
-    const cameraEl = cameraElRef.current
-    const container = containerRef.current
-    if (!loaderEl || !cameraEl || !container) return
-    const cr = container.getBoundingClientRect()
-    const O = zoomOriginPxRef.current
-    const Ts = zoomTranslateRef.current
-
-    const sendEl = sendRef.current?.getBoundingClientRect()
-    const sendTarget = sendEl
-      ? { x: sendEl.left - cr.left + sendEl.width / 2, y: sendEl.top - cr.top + sendEl.height / 2 }
-      : null
-
-    const write = (
-      anchorX: number,
-      anchorY: number,
-      loaderScale: number,
-      camScale: number,
-      camX: number,
-      camY: number
-    ) => {
-      cameraEl.style.transformOrigin = `${O.x}px ${O.y}px`
-      cameraEl.style.transform = `translate(${camX}px, ${camY}px) scale(${camScale})`
-      loaderEl.style.transform = `translate(${anchorX}px, ${anchorY}px) scale(${loaderScale})`
-    }
-
-    const track = loaderTrackRef.current
-
-    // Held on the disc while it morphs + cycles: pin the loader to the spot the
-    // send button held when the morph began. As the card grows to fit the user
-    // bubble appearing above, the send button slides down within it - so pan the
-    // camera to cancel that drift, keeping the loader (and the disc under it) fixed
-    // on screen. The bubble then reads as expanding the card upward from the loader.
-    if (track.kind === 'send') {
-      // Drive the card height FIRST (the send-bubble grow), so the send button we
-      // measure next reflects this frame's exact height - no CSS-transition lag for
-      // the camera to chase. The grow is eased here; the height write + the camera
-      // pin happen in the same frame, so they stay locked together (no shake).
-      const grow = growRef.current
-      if (grow.active) {
-        const gt = easeInOutCubic(
-          Math.min((performance.now() - grow.start) / SEND_BUBBLE_GROW_MS, 1)
-        )
-        const h = grow.h0 + (grow.h1 - grow.h0) * gt
-        container.style.setProperty('--hero-card-h', `${h}px`)
-      }
-      const sr = sendRef.current?.getBoundingClientRect()
-      if (!sr) return
-      const sx = sr.left - cr.left + sr.width / 2
-      const sy = sr.top - cr.top + sr.height / 2
-      const anchor = sendAnchorRef.current
-      Ts.x += anchor.x - sx
-      Ts.y += anchor.y - sy
-      write(anchor.x, anchor.y, ZOOM_SCALE, ZOOM_SCALE, Ts.x, Ts.y)
-      return
-    }
-
-    // Pull-out: lerp the camera from its docked zoom back to identity (the whole
-    // card in view) while the loader keeps riding the dock - its scale tracks the
-    // camera so it stays glued to the card, shrinking with it. `wide` is the same
-    // beat pinned at the end (camera settled at identity, loader steady on the
-    // dock), so the phrases keep playing on the full-card view.
-    if (track.kind === 'zoomOut' || track.kind === 'wide') {
-      const t =
-        track.kind === 'wide'
-          ? 1
-          : easeInOutCubic(Math.min((performance.now() - track.start) / ZOOM_OUT_MS, 1))
-      const from = zoomOutFromRef.current
-      const camScale = ZOOM_SCALE + (1 - ZOOM_SCALE) * t
-      const camX = from.x * (1 - t)
-      const camY = from.y * (1 - t)
-      // Write the camera first, then measure the dock under it so the loader lands
-      // on the dock's live (shrinking) on-screen position this same frame.
-      cameraEl.style.transformOrigin = `${O.x}px ${O.y}px`
-      cameraEl.style.transform = `translate(${camX}px, ${camY}px) scale(${camScale})`
-      const dock = dockRef.current?.getBoundingClientRect()
-      if (!dock) return
-      const ax = dock.left - cr.left + dock.width / 2
-      const ay = dock.top - cr.top + dock.height / 2
-      loaderEl.style.transform = `translate(${ax}px, ${ay}px) scale(${camScale})`
-      return
-    }
-
-    // Slide / docked: traverse to the dock at the LEFT of the same row (so the
-    // move is purely horizontal - the card holds its size), the loader keeping its
-    // disc-matched size the whole way.
-    const dockEl = dockRef.current?.getBoundingClientRect()
-    if (!sendTarget || !dockEl) return
-    const dockTarget = {
-      x: dockEl.left - cr.left + dockEl.width / 2,
-      y: dockEl.top - cr.top + dockEl.height / 2,
-    }
-    const { from, to } = slideAnchorRef.current
-    const t =
-      track.kind === 'reply'
-        ? 1
-        : easeInOutCubic(Math.min((performance.now() - track.start) / LOADER_SLIDE_MS, 1))
-
-    const anchorX = from.x + (to.x - from.x) * t
-    const anchorY = from.y + (to.y - from.y) * t
-    const targetX = sendTarget.x + (dockTarget.x - sendTarget.x) * t
-    const targetY = sendTarget.y + (dockTarget.y - sendTarget.y) * t
-
-    // Pan so the loader's card target sits under its anchor - the camera follows.
-    Ts.x += anchorX - targetX
-    Ts.y += anchorY - targetY
-    write(anchorX, anchorY, ZOOM_SCALE, ZOOM_SCALE, Ts.x, Ts.y)
-  }, [])
-
-  useEffect(() => {
-    const prefersReducedMotion = window.matchMedia('(prefers-reduced-motion: reduce)').matches
-    if (prefersReducedMotion) {
-      setTypedCount(PROMPT_ATOMS.length)
-      setPhase('workflowHold')
-      return
-    }
-
-    let stepIndex = 0
-    let stepTimeout: ReturnType<typeof setTimeout>
-    let typeInterval: ReturnType<typeof setInterval> | undefined
-
-    const clearTyping = () => {
-      if (typeInterval) {
-        clearInterval(typeInterval)
-        typeInterval = undefined
-      }
-    }
-
-    const runStep = () => {
-      const [nextPhase, duration] = STEPS[stepIndex]
-      setPhase(nextPhase)
-      clearTyping()
-
-      if (nextPhase === 'home' || nextPhase === 'clickInput') {
-        setTypedCount(0)
-        setAnswerTypedCount(0)
-      } else if (nextPhase === 'typing') {
-        setTypedCount(0)
-        let typed = 0
-        typeInterval = setInterval(() => {
-          typed += 1
-          setTypedCount(typed)
-          if (typed >= PROMPT_ATOMS.length) clearTyping()
-        }, TYPE_MS_PER_ATOM)
-      } else if (nextPhase === 'answer') {
-        let typed = 0
-        typeInterval = setInterval(() => {
-          typed += 1
-          setAnswerTypedCount(typed)
-          if (typed >= ANSWER_TEXT.length) clearTyping()
-        }, ANSWER_MS_PER_CHAR)
-      }
-
-      stepTimeout = setTimeout(() => {
-        stepIndex = (stepIndex + 1) % STEPS.length
-        runStep()
-      }, duration)
-    }
-
-    runStep()
-
-    return () => {
-      clearTimeout(stepTimeout)
-      clearTyping()
-    }
-  }, [])
-
-  // Reveal the cursor on mount (the opacity gate); the entrance below glides it in.
-  useLayoutEffect(() => {
-    setReady(true)
-  }, [])
-
-  useLayoutEffect(() => {
-    const firstPaint = !initedRef.current
-    initedRef.current = true
-    if (firstPaint) {
-      // First paint: the cursor enters from just below the field and glides up
-      // into it on the same eased arc every later beat uses - a hand reaching in,
-      // not a snap from the corner. Seed below (snap), then animate to the target.
-      const home = cursorPointFor('home')
-      if (home) {
-        animateCursorTo(home.x, home.y + CURSOR_ENTRY_DROP, true)
-        animateCursorTo(home.x, home.y, false)
-        return
-      }
-      positionCursor(phase, true) // not measurable yet: snap into place
-      return
-    }
-    // `toSend`/`zoomSend` are driven by the push-in chase effect (the cursor
-    // rides the send button as the camera zooms it to centre), so don't also
-    // arc the cursor to a stale target here.
-    if (phase === 'toSend' || phase === 'zoomSend') return
-    positionCursor(phase, false)
-  }, [phase, positionCursor, cursorPointFor, animateCursorTo])
-
-  // Push-in (`toSend` + `zoomSend`): the cursor CHASES the send button's live
-  // on-screen center each frame - a smooth exponential approach - so it drags
-  // over to the button AS the camera zooms that same spot to centre, catching up
-  // to and riding the button instead of arriving first and waiting for the zoom.
-  // Because the target is measured live, the chase tracks the button through the
-  // zoom's motion without any per-target tuning. `clickSend` then lands on the
-  // settled button via `positionCursor`, and `discMorph` hides it for the morph.
-  useEffect(() => {
-    if (phase !== 'toSend' && phase !== 'zoomSend') return
-    const container = containerRef.current
-    const el = cursorElRef.current
-    if (!container || !el) return
-    if (rafRef.current) {
-      cancelAnimationFrame(rafRef.current)
-      rafRef.current = undefined
-    }
-    let raf = 0
-    const chase = () => {
-      const cr = container.getBoundingClientRect()
-      const sr = sendRef.current?.getBoundingClientRect()
-      if (sr) {
-        const tx = sr.left - cr.left + sr.width / 2
-        const ty = sr.top - cr.top + sr.height / 2
-        const cur = cursorPosRef.current
-        const x = cur.x + (tx - cur.x) * CURSOR_CHASE
-        const y = cur.y + (ty - cur.y) * CURSOR_CHASE
-        cursorPosRef.current = { x, y }
-        el.style.transform = `translate(${x - TIP_X}px, ${y - TIP_Y}px)`
-      }
-      raf = requestAnimationFrame(chase)
-    }
-    raf = requestAnimationFrame(chase)
-    return () => cancelAnimationFrame(raf)
-  }, [phase])
-
-  // The camera's two STATE-driven beats: a smooth CSS-transitioned push into the
-  // send button (triggered at `toSend`, so it zooms WHILE the cursor drags over)
-  // and the pull back out (`answer`). Everything in between (the hold + slide) is
-  // driven imperatively by `paintFrame`, so here we hand off by leaving the
-  // transform to the imperative writes (`undefined`).
-  useLayoutEffect(() => {
-    const container = containerRef.current
-    if (!container) return
-    const cr = container.getBoundingClientRect()
-    if (cr.width < 120) return
-
-    if (phase === 'toSend') {
-      const sr = sendRef.current?.getBoundingClientRect()
-      if (!sr) return
-      const px = sr.left - cr.left + sr.width / 2
-      const py = sr.top - cr.top + sr.height / 2
-      zoomOriginRef.current = `${px}px ${py}px`
-      zoomOriginPxRef.current = { x: px, y: py }
-      const tx = cr.width / 2 - px
-      const ty = cr.height / 2 - py
-      zoomTranslateRef.current = { x: tx, y: ty }
-      setZoomStyle({
-        transform: `translate(${tx}px, ${ty}px) scale(${ZOOM_SCALE})`,
-        transformOrigin: zoomOriginRef.current,
-      })
-    } else if (phase === 'answer') {
-      setZoomStyle({
-        transform: 'translate(0px, 0px) scale(1)',
-        transformOrigin: zoomOriginRef.current,
-      })
-    }
-    // Held + slide beats: leave `zoomStyle` as-is (last applied at zoomSend). The
-    // per-frame `paintFrame` writes overwrite the camera transform directly, and
-    // there's no re-render within a beat to re-assert the stale inline style.
-  }, [phase])
-
-  // Aim the loader for the phase; on the slide, capture the on-screen anchors it
-  // tweens between (its current spot → a left-of-centre spot). Paint once
-  // synchronously so the camera + loader never flash before the rAF loop starts.
-  useLayoutEffect(() => {
-    if (phase === 'discMorph' || phase === 'cycleHold') {
-      const container = containerRef.current
-      const card = cardRef.current
-      if (phase === 'discMorph') {
-        growRef.current.active = false
-        // The send button is zoom-centred (the push-in maps it to the container
-        // centre); pin the loader there so the bubble growing in above it can't drag it down.
-        if (container) {
-          const cr = container.getBoundingClientRect()
-          sendAnchorRef.current = { x: cr.width / 2, y: cr.height / 2 }
-        }
-        // Remember the compose height the card owns RIGHT NOW - the grow at
-        // `cycleHold` starts from here (reading it then would pick up the variable).
-        if (card) growRef.current.h0 = card.offsetHeight
-      } else if (container && card) {
-        // `cycleHold`: the bubble is now in flow. Seed the height variable to the
-        // compose height and arm the grow toward the bubble's natural height -
-        // measured from the content element itself (its own box height), since the
-        // card's `scrollHeight` won't see the content overflowing ABOVE the top
-        // while it's bottom-anchored. `paintFrame` eases from here, lockstep w/ pin.
-        const content = card.firstElementChild as HTMLElement | null
-        const h0 = growRef.current.h0 || card.offsetHeight
-        const h1 = content ? content.offsetHeight : card.scrollHeight
-        container.style.setProperty('--hero-card-h', `${h0}px`)
-        growRef.current = { active: true, start: performance.now(), h0, h1 }
-      }
-      loaderTrackRef.current = { kind: 'send', start: 0 }
-    } else if (phase === 'loaderSlide') {
-      growRef.current.active = false
-      const container = containerRef.current
-      if (container) {
-        const cr = container.getBoundingClientRect()
-        // Start the slide from where the loader has been PINNED (the zoom-centred
-        // spot), not the send button's bubble-reshaped position - so the loader
-        // never jumps as the slide begins. Dock left-of-centre at the same height,
-        // a straight sideways slide with no vertical drift.
-        const from = { ...sendAnchorRef.current }
-        slideAnchorRef.current = { from, to: { x: cr.width * 0.34, y: from.y } }
-      }
-      loaderTrackRef.current = { kind: 'slide', start: performance.now() }
-    } else if (phase === 'phrases') {
-      loaderTrackRef.current = { kind: 'reply', start: 0 }
-    } else if (phase === 'phrasesOut') {
-      // Snapshot the docked camera pan so the pull-out lerps it back to identity.
-      zoomOutFromRef.current = { ...zoomTranslateRef.current }
-      loaderTrackRef.current = { kind: 'zoomOut', start: performance.now() }
-    } else if (phase === 'phrasesWide') {
-      loaderTrackRef.current = { kind: 'wide', start: 0 }
-    }
-    if (LOADER_PAINT_PHASES.has(phase)) paintFrame()
-  }, [phase, paintFrame])
-
-  // Run the camera+loader tracker only through the held/slide beats. At `answer`
-  // the loader is frozen at its last spot and fades while the camera (state) pulls
-  // back out.
-  const loaderPainting = LOADER_PAINT_PHASES.has(phase)
-  useEffect(() => {
-    if (!loaderPainting) return
-    let raf = 0
-    const loop = () => {
-      paintFrame()
-      raf = requestAnimationFrame(loop)
-    }
-    raf = requestAnimationFrame(loop)
-    return () => cancelAnimationFrame(raf)
-  }, [loaderPainting, paintFrame])
-
-  const phaseRef = useRef<Phase>(phase)
-  useEffect(() => {
-    phaseRef.current = phase
-  }, [phase])
-
-  useEffect(() => {
-    const onResize = () => positionCursor(phaseRef.current, true)
-    window.addEventListener('resize', onResize)
-    return () => window.removeEventListener('resize', onResize)
-  }, [positionCursor])
-
-  useEffect(
-    () => () => {
-      if (rafRef.current) cancelAnimationFrame(rafRef.current)
-    },
-    []
-  )
-
-  // The card (block 1) is mounted through the chat AND the whole workflow - it
-  // never unmounts, so it continuously becomes the GitHub block.
-  const showCard = HOME_PHASES.has(phase) || WORKFLOW_PHASES.has(phase)
-  // Mount the workflow layer one beat before the first connection draws, so the
-  // hidden edge paths have a real dash-offset state to transition from.
-  const showWorkflowCanvas = WORKFLOW_PHASES.has(phase)
-  const showCursor = ready && !HIDE_CURSOR_PHASES.has(phase)
-  const clicking = CLICK_PHASES.has(phase)
-
-  // Root loader material per beat: a settled dark orb on the disc (`discMorph`),
-  // then the morph cycle with the brand gradient; phrases reveal once docked; it
-  // fades as the reply types in.
-  const loaderShown = LOADER_PHASES.has(phase)
-  const loaderSettled = phase === 'discMorph'
-  const loaderPhrases =
-    phase === 'phrases' || phase === 'phrasesOut' || phase === 'phrasesWide' || phase === 'answer'
-  const loaderFading = phase === 'answer'
-
-  // The scene "camera": GitHub focus after the chat morph, then a paced pan to
-  // Agent, a paced pan to Jira, and an in-place KB block morph.
-  const sceneTransform = sceneTransformFor(phase)
-  const sceneTransitionMs = sceneTransitionMsFor(phase)
-  const workflowContentFaded =
-    phase === 'workflowFade' || phase === 'kbMorph' || KB_PHASES.has(phase)
-
-  return (
-    <div ref={containerRef} aria-hidden='true' className='relative h-full w-full overflow-hidden'>
-      {/* The scene: ONE coordinate space holding block 1 (the persistent chat
-          card) plus the workflow satellites + edges. The "camera" pull-out is a
-          single transform on this whole scene, so the card is continuously the
-          GitHub block. FOCUS is the identity transform (block 1 centered); only
-          the pull-out animates. */}
-      <div
-        className='absolute inset-0 transform-gpu transition-transform will-change-transform [transition-duration:1700ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
-        style={{
-          transform: sceneTransform,
-          transformOrigin: 'center',
-          transitionDuration: `${sceneTransitionMs}ms`,
-        }}
-      >
-        {showCard && (
-          <div
-            className='absolute inset-0 translate-y-0 scale-100 transition-opacity [transition-duration:420ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
-            style={{ opacity: workflowContentFaded ? 0 : 1 }}
-          >
-            <div
-              ref={cameraElRef}
-              className={cn(
-                // GPU-promoted so the per-frame camera transforms composite on their
-                // own layer - sub-pixel pans render smoothly instead of pixel-snapping
-                // (which reads as shake). Safe here: no card text is visible while the
-                // camera is zoomed (the input is faded, the bubble appears only once
-                // the camera is back at scale 1).
-                'h-full w-full transform-gpu will-change-transform',
-                // Only the push-in and pull-out ride a CSS transition; the held +
-                // slide beats are written imperatively (a transition here would
-                // fight the per-frame writes).
-                (phase === 'toSend' || phase === 'zoomSend' || phase === 'answer') &&
-                  'transition-transform [transition-duration:850ms] [transition-timing-function:cubic-bezier(0.65,0,0.35,1)]'
-              )}
-              style={zoomStyle}
-            >
-              <StageHome
-                mode={homeModeFor(phase)}
-                typedCount={typedCount}
-                answerTypedCount={answerTypedCount}
-                inputRef={inputRef}
-                sendRef={sendRef}
-                dockRef={dockRef}
-                cardRef={cardRef}
-                showGreeting={GREETING_PHASES.has(phase)}
-                pressed={phase === 'clickSend'}
-              />
-            </div>
-          </div>
-        )}
-
-        {WORKFLOW_PHASES.has(phase) && (
-          // GitHub (block 1) is the morphed chat card - rendered content-only and
-          // clipped by the card's `overflow-hidden`, so it can't carry its own
-          // edge nub. Draw its outbound handle here in scene space, positioned and
-          // scaled exactly like a satellite block, so it matches the other blocks.
-          <div
-            className='absolute'
-            style={{
-              left: `calc(50% + ${SCENE_BLOCK1.left}px)`,
-              top: `calc(50% + ${SCENE_BLOCK1.top}px)`,
-              width: BLOCK_WIDTH,
-              transform: `scale(${WORKFLOW_FOCUS_SCALE})`,
-              transformOrigin: 'top left',
-            }}
-          >
-            <BlockHandles block={SCENE_BLOCK1.block} />
-          </div>
-        )}
-
-        {showWorkflowCanvas && (
-          <>
-            {/* Edges (scene space, origin = panel center). Drawn as the camera
-                follows the connection to each revealed block. */}
-            <svg
-              className='absolute top-1/2 left-1/2 overflow-visible transition-opacity [transition-duration:420ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
-              width='1'
-              height='1'
-              fill='none'
-              aria-hidden='true'
-              style={{ opacity: workflowContentFaded ? 0 : 1 }}
-            >
-              {SCENE_EDGES.map((edge, i) => {
-                const drawn = edgeDrawn(i, phase)
-                return (
-                  <path
-                    key={edge.id}
-                    d={edge.d}
-                    pathLength={1}
-                    stroke='var(--workflow-edge)'
-                    strokeWidth={2 * WORKFLOW_FOCUS_SCALE}
-                    strokeLinecap='round'
-                    className='transition-[stroke-dashoffset] [stroke-dasharray:1] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
-                    style={
-                      {
-                        strokeDashoffset: drawn ? 0 : 1,
-                        transitionDelay: drawn ? '120ms' : '0ms',
-                        transitionDuration: drawn ? `${WORKFLOW_EDGE_DRAW_MS}ms` : '0ms',
-                      } as CSSProperties
-                    }
-                  />
-                )
-              })}
-            </svg>
-
-            {/* Satellite blocks (2…N), placed relative to the centered block 1
-                at FOCUS scale; each appears as its incoming edge reaches it. */}
-            {SCENE_SATELLITES.map(({ block, left, top }) => {
-              const showKbShell =
-                block.id === 'jira' && (phase === 'kbMorph' || KB_PHASES.has(phase))
-              const fadingJiraShell = block.id === 'jira' && phase === 'workflowFade'
-              const visible = satelliteVisible(block.id, phase)
-              const satelliteOpacity =
-                visible && (!workflowContentFaded || fadingJiraShell || showKbShell) ? 1 : 0
-              const delay =
-                (block.id === 'agent' && phase === 'connectAgent') ||
-                (block.id === 'jira' && phase === 'connectJira')
-                  ? 760
-                  : 0
-              return (
-                <div
-                  key={block.id}
-                  className={cn(
-                    'absolute transform-gpu transition-[opacity,transform,width,height,top,left] will-change-transform [transition-duration:520ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
-                    showKbShell &&
-                      'overflow-hidden rounded-xl border border-[var(--border-muted)] bg-[var(--surface-4)] p-[3px]'
-                  )}
-                  style={{
-                    left: showKbShell
-                      ? `calc(50% + ${left + (BLOCK_WIDTH * WORKFLOW_FOCUS_SCALE) / 2}px)`
-                      : `calc(50% + ${left}px)`,
-                    top: showKbShell
-                      ? `calc(50% + ${
-                          top +
-                          (JIRA_BLOCK_HEIGHT * WORKFLOW_FOCUS_SCALE) / 2 +
-                          KB_PANEL_TARGET_OFFSET_Y
-                        }px)`
-                      : `calc(50% + ${top}px)`,
-                    width: showKbShell ? KB_PANEL_WIDTH : BLOCK_WIDTH,
-                    height:
-                      block.id === 'jira'
-                        ? showKbShell
-                          ? KB_PANEL_HEIGHT
-                          : JIRA_BLOCK_HEIGHT
-                        : undefined,
-                    opacity: satelliteOpacity,
-                    transform: showKbShell
-                      ? `translate(-50%, -50%) scale(${KB_PANEL_MORPH_SCALE})`
-                      : `translateY(${visible ? 0 : 10}px) scale(${WORKFLOW_FOCUS_SCALE})`,
-                    transformOrigin: showKbShell ? 'center' : 'top left',
-                    transitionDelay: `${delay}ms`,
-                  }}
-                >
-                  {showKbShell ? (
-                    <KnowledgeBasePanel
-                      stage={kbStageFor(phase)}
-                      createRef={createRef}
-                      motion='morph'
-                    />
-                  ) : (
-                    <WorkflowBlock
-                      block={block}
-                      contentVisible={!fadingJiraShell}
-                      handlesVisible={!fadingJiraShell}
-                    />
-                  )}
-                </div>
-              )
-            })}
-          </>
-        )}
-      </div>
-
-      {/* Root thinking loader - positioned imperatively (transform written each
-          frame by `paintFrame`) so it stays glued to the send button, then the
-          reply slot, through the camera pan. The outer element carries the anchor
-          transform + scale; the inner shifts the loader by half a GLYPH (not half
-          the label row) so the GLYPH - not the phrase - centers on the anchor, and
-          the phrase flows out to its right inside the card. The fixed px offset
-          scales with the outer transform. */}
-      {loaderShown && (
-        <div
-          ref={loaderElRef}
-          aria-hidden='true'
-          className={cn(
-            // GPU-promoted: its per-frame transform writes composite on their own
-            // layer, so the slide + dock read as smooth sub-pixel motion instead of
-            // jittering as the position pixel-snaps each frame.
-            'pointer-events-none absolute top-0 left-0 z-20 transform-gpu transition-opacity duration-300 will-change-transform [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
-            colorMixFallbacks.loaderOuter,
-            loaderFading ? 'opacity-0' : 'opacity-100'
-          )}
-          style={{ transformOrigin: '0 0' }}
-        >
-          <div style={{ transform: `translate(-${LOADER_BASE / 2}px, -${LOADER_BASE / 2}px)` }}>
-            <ThinkingLoader
-              size={LOADER_BASE}
-              startVariant='corners'
-              settle={loaderSettled}
-              phase={loaderPhrases}
-              labelRatio={0.5}
-              shimmer={false}
-              style={loaderSettled ? SEND_BUTTON_INK : LANDING_LOADER_INK}
-            />
-          </div>
-        </div>
-      )}
-
-      <div
-        ref={cursorElRef}
-        className='pointer-events-none absolute top-0 left-0 z-30 transition-opacity duration-200 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]'
-        style={{ opacity: showCursor ? 1 : 0 }}
-      >
-        <svg
-          // The click beat presses the cursor itself (a quick scale-dip about its
-          // tip) - no ring. Keyed by the click phase so the dip replays on each
-          // click; transform-origin pinned to the arrow tip so the hotspot holds.
-          key={clicking ? phase : 'cursor'}
-          width='30'
-          height='30'
-          viewBox='0 0 24 24'
-          fill='none'
-          className={cn(clicking && 'animate-hero-cursor-press motion-reduce:animate-none')}
-          style={{ transformOrigin: `${TIP_X}px ${TIP_Y}px` }}
-        >
-          <title>cursor</title>
-          <path
-            d='M4 2 L4 18 L8.2 13.8 L11 19.6 L13.4 18.5 L10.6 12.8 L16.4 12.8 Z'
-            fill='var(--surface-2)'
-            stroke='var(--text-body)'
-            strokeWidth='1.5'
-            strokeLinejoin='round'
-          />
-        </svg>
-      </div>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-home.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-home.tsx
deleted file mode 100644
index 91337a579ad..00000000000
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-home.tsx
+++ /dev/null
@@ -1,412 +0,0 @@
-'use client'
-
-import {
-  type CSSProperties,
-  type RefObject,
-  useCallback,
-  useLayoutEffect,
-  useRef,
-  useState,
-} from 'react'
-import { cn } from '@sim/emcn'
-import { WorkflowBlockContent } from '@/app/(landing)/components/hero/components/hero-visual/workflow-block-content'
-import {
-  ANSWER_TEXT,
-  BLOCK_WIDTH,
-  BLOCKS,
-  HOME_GREETING,
-  PROMPT_ATOMS,
-  type PromptAtom,
-  SEND_BUBBLE_ENTER_MS,
-  SEND_BUBBLE_REVEAL_DELAY_MS,
-  WORKFLOW_FOCUS_SCALE,
-} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
-
-/**
- * What the Mothership chat is showing right now. The travelling thinking loader
- * itself lives at the hero root (so it can outlive these layers and track its
- * target through the camera zoom + pan); this stage only lays out the card and
- * exposes the send button and reply slot as the loader's ref targets.
- *
- * - `compose` - greeting + prompt input (the typewriter).
- * - `morphing` - the instant after send: the disc morphs into the loader while
- *   the typed prompt fades. The card holds its compose height (the input stays in
- *   flow, just fading) so it never reshapes mid-morph - the disc just becomes the
- *   loader in place.
- * - `sending` - the morph is done; the prompt is now a user bubble that animates
- *   in above the loader, growing the card, while the camera holds zoomed in.
- * - `thinking` - conversation layout (user bubble + an empty reply slot whose
- *   height the loader will occupy), shown as the loader slides/docks there.
- * - `answering` - the typed reply fills the reply slot.
- * - `block` - the card morphs into the first workflow block (the chat shell
- *   resizes and its content becomes the block's), handing off to the workflow.
- */
-export type HomeMode = 'compose' | 'morphing' | 'sending' | 'thinking' | 'answering' | 'block'
-
-/** The first workflow block, shown inside the card during the morph. */
-const FIRST_BLOCK = BLOCKS[0]
-/** GitHub block content's natural (unscaled) height in px. */
-const GH_CONTENT_HEIGHT = 77
-/** The chat card's width (compose/conversation). */
-const CHAT_CARD_WIDTH = 460
-/**
- * Natural height of the compose card on first paint - `py-2` (16) + the input
- * row (32) + `gap-2` (8) + the action row (28). Seeds the card so it renders at
- * its true height immediately and never transitions/resizes on load; the
- * observer keeps it exact thereafter. Must track the content's padding/spacing.
- */
-const COMPOSE_CARD_HEIGHT = 84
-/**
- * Card width/height once morphed into the first block (block content × focus
- * scale). Deliberately smaller than the chat card so the morph reads as a
- * visible SHRINK + reshape, not a same-size content crossfade.
- */
-const BLOCK_CARD_WIDTH = BLOCK_WIDTH * WORKFLOW_FOCUS_SCALE
-const BLOCK_CARD_HEIGHT = GH_CONTENT_HEIGHT * WORKFLOW_FOCUS_SCALE
-
-interface StageHomeProps {
-  /** Which beat of the chat to render. */
-  mode: HomeMode
-  /** Prompt atoms the typewriter has revealed (compose mode). */
-  typedCount: number
-  /** Characters of the Mothership's reply revealed so far (answering mode). */
-  answerTypedCount: number
-  /** The prompt text region - the root cursor targets this for its "click in". */
-  inputRef: RefObject<HTMLDivElement | null>
-  /** The send button - the root cursor + travelling loader target this to "send". */
-  sendRef: RefObject<HTMLDivElement | null>
-  /** The dock - an invisible spot at the LEFT of the send-button row that the
-   * loader slides to (same row, so the slide is purely horizontal and the card
-   * never has to resize for it). */
-  dockRef: RefObject<HTMLDivElement | null>
-  /**
-   * The white card element. The parent measures it and, during the send beat
-   * (`sending`), drives its height per-frame via the `--hero-card-h` CSS variable
-   * - in lockstep with the camera pan - so the grow-to-fit-the-bubble can't shake
-   * the card the way a CSS height transition fighting the rAF loop would.
-   */
-  cardRef: RefObject<HTMLDivElement | null>
-  /**
-   * Reveal the greeting headline. Held back until the input is being composed,
-   * then fades in on the `hero-stage-fade` keyframe, slowed to 1.2s (≈3× the
-   * scene's stock 420ms) so the headline eases in gently. Its space is always
-   * reserved, so revealing it never shifts the layout.
-   */
-  showGreeting?: boolean
-  /** Press the send button (scale it down) - driven by the click beat. */
-  pressed?: boolean
-}
-
-/** Staggered enter for a chat bubble - translateY + opacity + blur, interruptible. */
-const ENTER_BASE =
-  'transition-[opacity,transform,filter] [transition-timing-function:cubic-bezier(0.2,0,0,1)]'
-const enterState = (shown: boolean) =>
-  shown ? 'translate-y-0 opacity-100 blur-none' : 'translate-y-1.5 opacity-0 blur-[3px]'
-
-const Caret = () => (
-  <span
-    className='ml-px inline-block h-[16px] w-px translate-y-[2px] animate-caret-blink bg-[var(--text-primary)]'
-    aria-hidden='true'
-  />
-)
-
-/** Renders prompt atoms (plain chars + inline `@mention` icon-chips). */
-function PromptAtoms({ atoms }: { atoms: PromptAtom[] }) {
-  return (
-    <>
-      {atoms.map((atom, i) =>
-        atom.kind === 'char' ? (
-          <span key={`${i}-${atom.char}`}>{atom.char}</span>
-        ) : (
-          <span key={`${i}-${atom.label}`}>
-            <span className='relative'>
-              <span className='invisible'>@</span>
-              <atom.icon className='absolute inset-0 m-auto size-[12px] translate-y-[1.25px] text-[var(--text-icon)]' />
-            </span>
-            {atom.label}
-          </span>
-        )
-      )}
-    </>
-  )
-}
-
-/**
- * The Mothership home stage - a single white card that morphs adaptively.
- *
- * Both content layers (the compose input and the conversation) are absolutely
- * stacked and TOP-anchored; the card measures whichever is active and animates
- * its own height to hug it (`transition-[height]`). This makes the card flexible
- * - it grows from the input to the reply, and from the thinking loader to the
- * typed answer - with no dead space and no fixed min-height. Top-anchoring keeps
- * the user bubble pinned, so the loader's label crossfade never shoves it; the
- * card `overflow-hidden`s any transient. Cursor is owned by the parent; this
- * stage only exposes the input and send button as ref targets. Decorative.
- */
-export function StageHome({
-  mode,
-  typedCount,
-  answerTypedCount,
-  inputRef,
-  sendRef,
-  dockRef,
-  cardRef,
-  showGreeting = false,
-  pressed = false,
-}: StageHomeProps) {
-  const isCompose = mode === 'compose'
-  const isMorphing = mode === 'morphing'
-  const isBlock = mode === 'block'
-  const isAnswering = mode === 'answering'
-  // The prompt input holds the card's compose height through the disc→loader morph
-  // (`compose`/`morphing`), then fades to a right-aligned bubble once send lands.
-  const inputInFlow = isCompose || isMorphing
-  // The typed prompt is a right-aligned chat bubble from the moment send is hit
-  // (`sending`) onward.
-  const showBubble = !isCompose && !isMorphing && !isBlock
-  // While the bubble first appears (`sending`), the PARENT drives the card height
-  // per-frame (via `--hero-card-h`) in lockstep with the camera, so the grow can't
-  // shake. Every other beat lets the card own + CSS-transition its own height.
-  const growControlled = mode === 'sending'
-  // Hold the card height steady - no CSS height-transition - through both the
-  // parent-driven grow (`sending`) AND the loader slide + camera track
-  // (`thinking`). The slide pans the camera by measuring the dock's live
-  // position each frame and assumes the card holds its size; transitioning
-  // height there makes the card resize under that measurement, so it jitters.
-  const holdCardHeight = growControlled || mode === 'thinking'
-  const contentRef = useRef<HTMLDivElement>(null)
-  // Seeded at the natural compose height so the send button is never clipped on
-  // the very first paint; the observer below keeps it exact from then on.
-  const [cardHeight, setCardHeight] = useState(COMPOSE_CARD_HEIGHT)
-
-  // Hug the chat column: measure its natural height and animate the card to it.
-  // Guard against a collapsed/unpainted layout (width ~0) measuring a
-  // wildly-wrapped height and poisoning the card size.
-  const measure = useCallback(() => {
-    const el = contentRef.current
-    if (el && el.offsetWidth > 120) setCardHeight(el.offsetHeight)
-  }, [])
-  // Synchronous, pre-paint, on every beat that reshapes the content (prompt typing
-  // out, input→bubble swap, reply filling in) - so the card grows in lockstep with
-  // no lag. In block mode the card takes a fixed height (`isBlock` branch on the
-  // style), so the measured value is simply ignored there.
-  useLayoutEffect(() => {
-    measure()
-  }, [measure, mode, typedCount, answerTypedCount])
-  // Robust backstop: also re-fit on first-paint layout, font load, or any other
-  // reflow the beat-driven pass can't see - so the send button is never clipped.
-  useLayoutEffect(() => {
-    const el = contentRef.current
-    if (!el) return
-    const observer = new ResizeObserver(measure)
-    observer.observe(el)
-    return () => observer.disconnect()
-  }, [measure])
-
-  const visible = PROMPT_ATOMS.slice(0, typedCount)
-  const isEmpty = typedCount === 0
-  const answer = ANSWER_TEXT.slice(0, answerTypedCount)
-  const bubbleTransitionStyle = {
-    transitionDelay: mode === 'sending' ? `${SEND_BUBBLE_REVEAL_DELAY_MS}ms` : '0ms',
-    transitionDuration: `${SEND_BUBBLE_ENTER_MS}ms`,
-  } satisfies CSSProperties
-
-  return (
-    <div className='flex h-full w-full flex-col items-center justify-center px-10'>
-      <div className='flex w-full max-w-[460px] flex-col gap-5'>
-        {/* Greeting - visible while composing, then fades. Its SPACE is held
-            through the sending/thinking scene so collapsing it never re-centres
-            the column and shifts the card the camera is locked onto; it only
-            truly collapses once the reply takes over (answering) or the card
-            morphs to a block. */}
-        <div
-          className={cn(
-            'overflow-hidden text-center transition-[height,opacity] duration-300 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
-            mode === 'compose'
-              ? 'h-[40px] opacity-100'
-              : mode === 'sending' || mode === 'thinking'
-                ? 'h-[40px] opacity-0'
-                : 'h-0 opacity-0'
-          )}
-        >
-          {showGreeting ? (
-            <p className='text-[30px] text-[var(--text-primary)] leading-[40px] [animation:hero-stage-fade_1200ms_cubic-bezier(0.23,1,0.32,1)_both]'>
-              {HOME_GREETING}
-            </p>
-          ) : null}
-        </div>
-
-        {/* White card - the SAME shell throughout: it hugs the active chat content,
-            then resizes and rounds down to become the first workflow block (the
-            chat → workflow morph happens on this one continuous element). */}
-        <div
-          ref={cardRef}
-          className={cn(
-            // The chat input's aesthetic (rounded-2xl, border, soft shadow) is
-            // kept THROUGHOUT - including once morphed into the workflow block -
-            // so it stays the same white card, just resized.
-            'relative mx-auto overflow-hidden rounded-2xl border border-[var(--border-1)] bg-[var(--surface-2)] shadow-xs',
-            // While the height is held (the parent-driven send-bubble grow, and the
-            // loader slide where the card keeps its size), do NOT CSS-transition
-            // height - a transition would fight the per-frame camera/dock tracking
-            // and read as jitter. Every other beat eases width/height/transform with
-            // the shared curve.
-            holdCardHeight
-              ? 'transition-[width,transform] [transition-duration:620ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
-              : 'transition-[width,height,transform] [transition-duration:620ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
-            // Nudge up to cancel the chat column's greeting+gap offset, so the
-            // card centers exactly where the focused workflow block lands.
-            isBlock && '-translate-y-[10px]'
-          )}
-          style={{
-            width: isBlock ? BLOCK_CARD_WIDTH : CHAT_CARD_WIDTH,
-            // During the grow, follow the parent-driven variable (seeded to the
-            // compose height so there's never a collapsed first frame).
-            height: isBlock
-              ? BLOCK_CARD_HEIGHT
-              : growControlled
-                ? `var(--hero-card-h, ${COMPOSE_CARD_HEIGHT}px)`
-                : cardHeight,
-          }}
-        >
-          {/* Chat content - ONE column: the user message (the typewriter input,
-              then the sent bubble) over an action row (the send button + the
-              loader's dock, then the reply). The column stays anchored to the
-              BOTTOM through the send-bubble grow AND the loader slide (the whole
-              `holdCardHeight` window): during the grow the card expands UPWARD to
-              reveal the bubble, and through the slide the bottom edge never moves -
-              so the dock/send button the camera tracks can't shift as the height
-              source switches. Re-anchoring there would nudge them a sub-pixel and
-              the slide's camera would chase it (a visible jitter). Every other beat
-              is top-anchored (content fills the card, so it reads the same either
-              way), which keeps the block-morph and the reply grow behaving as before. */}
-          <div
-            ref={contentRef}
-            className={cn(
-              'absolute inset-x-0 flex flex-col gap-2 px-2.5 py-2 transition-opacity [transition-duration:220ms] [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
-              holdCardHeight ? 'bottom-0' : 'top-0',
-              isBlock && 'pointer-events-none opacity-0'
-            )}
-          >
-            {/* Message: the typewriter input while composing + morphing, then it
-                fades and a right-aligned user bubble animates in once `sending`
-                begins. The input stays in flow (holding the compose height) right
-                through the morph, so the card never reshapes as the disc becomes
-                the loader; the bubble takes over the flow only after, growing the
-                card in one clean transition. */}
-            <div className='relative'>
-              <div
-                ref={inputRef}
-                className={cn(
-                  'min-h-[24px] px-1 py-1 font-body text-[15px] text-[var(--text-primary)] leading-[24px] tracking-[-0.015em] transition-opacity duration-200 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
-                  isCompose ? 'opacity-100' : 'opacity-0',
-                  !inputInFlow && 'pointer-events-none absolute inset-x-0 top-0'
-                )}
-              >
-                {isEmpty ? (
-                  <span className='text-[var(--text-subtle)]'>Ask Sim to build an agent…</span>
-                ) : (
-                  <>
-                    <PromptAtoms atoms={visible} />
-                    <Caret />
-                  </>
-                )}
-              </div>
-              <div
-                style={bubbleTransitionStyle}
-                className={cn(
-                  'ml-auto w-fit max-w-[82%] rounded-2xl bg-[var(--surface-5)] px-3.5 py-2 font-body text-[15px] text-[var(--text-primary)] leading-[22px] tracking-[-0.015em]',
-                  ENTER_BASE,
-                  showBubble
-                    ? enterState(true)
-                    : cn('pointer-events-none absolute top-0 right-0', enterState(false))
-                )}
-              >
-                <PromptAtoms atoms={PROMPT_ATOMS} />
-              </div>
-            </div>
-
-            {/* Action row: the loader's dock (left) and the send button (right).
-                The dock is the loader's slide target; once answering, the reply
-                types out from that same left edge as the loader fades, so the
-                docked loader reads as the start of the reply. */}
-            <div className='flex items-start justify-between gap-2'>
-              <div className='min-w-0 flex-1'>
-                {isAnswering ? (
-                  <p className='px-1 font-body text-[15px] text-[var(--text-primary)] leading-[22px] tracking-[-0.015em]'>
-                    {answer}
-                    <Caret />
-                  </p>
-                ) : (
-                  <div ref={dockRef} aria-hidden='true' className='size-[28px]' />
-                )}
-              </div>
-              <div
-                ref={sendRef}
-                aria-hidden='true'
-                className={cn(
-                  'flex size-[28px] shrink-0 items-center justify-center rounded-full bg-[#383838] transition-[opacity,transform,background-color] duration-150 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
-                  // Visible only while composing; once send is hit the root loader's
-                  // settled orb takes its place (it stays laid out as the loader's
-                  // measure + slide-from target).
-                  isCompose ? 'opacity-100' : 'opacity-0',
-                  // Subtle interaction: lighten on hover, dip in size on press -
-                  // both for a real cursor and for the animation's click beat.
-                  isCompose && 'hover:bg-[#484848] active:scale-90',
-                  pressed && 'scale-90'
-                )}
-              >
-                {/* Up-arrow that draws itself on (shaft then head) via
-                    stroke-dashoffset - `pathLength={1}` normalizes the dash so
-                    one offset value covers the whole glyph. Retracts as send is
-                    hit so the disc is clean when the loader takes it over. */}
-                <svg viewBox='0 0 24 24' fill='none' className='size-4' aria-hidden='true'>
-                  <path
-                    d='M12 19V5M5 12l7-7 7 7'
-                    pathLength={1}
-                    stroke='var(--surface-2)'
-                    strokeWidth={2}
-                    strokeLinecap='round'
-                    strokeLinejoin='round'
-                    className={cn(
-                      'transition-[stroke-dashoffset] [stroke-dasharray:1] [transition-duration:520ms] [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
-                      isCompose ? '[stroke-dashoffset:0]' : '[stroke-dashoffset:1]'
-                    )}
-                  />
-                </svg>
-              </div>
-            </div>
-          </div>
-
-          {/* Block layer: the card has morphed into the first workflow block.
-              Same content as the workflow stage's focused block, at the focus
-              scale, so handing off to the canvas is seamless. Top-anchored to
-              match the workflow block's origin. */}
-          <div
-            aria-hidden='true'
-            className={cn(
-              'absolute inset-x-0 top-0 transition-opacity duration-300 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
-              // Hold off until the chat content (≈220ms fade) is gone, then fade in.
-              isBlock ? 'opacity-100 [transition-delay:280ms]' : 'pointer-events-none opacity-0'
-            )}
-          >
-            <div
-              className='relative'
-              style={{
-                width: BLOCK_WIDTH,
-                transform: `scale(${WORKFLOW_FOCUS_SCALE})`,
-                transformOrigin: 'top left',
-              }}
-            >
-              <WorkflowBlockContent block={FIRST_BLOCK} />
-              <span
-                aria-hidden
-                className='-translate-y-1/2 absolute top-5 right-[-7px] h-5 w-[7px] rounded-r-[2px] bg-[var(--workflow-edge)]'
-              />
-            </div>
-          </div>
-        </div>
-      </div>
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-kb.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-kb.tsx
deleted file mode 100644
index ed3ce0098f1..00000000000
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-kb.tsx
+++ /dev/null
@@ -1,185 +0,0 @@
-import type { CSSProperties, RefObject } from 'react'
-import { cn } from '@sim/emcn'
-import { Upload, X } from '@sim/emcn/icons'
-import {
-  GRAPH_EDGES,
-  GRAPH_NODES,
-  GRAPH_VIEWBOX,
-  KB_FILES,
-  KB_NAME,
-} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
-
-/** Which beat of the knowledge-base flow the modal is showing. */
-export type KbStage = 'empty' | 'files' | 'embeddings'
-
-interface KnowledgeBasePanelProps {
-  stage: KbStage
-  /** The Create button - the root cursor targets this to "create". */
-  createRef: RefObject<HTMLSpanElement | null>
-  /**
-   * `modal` renders the standalone centered modal (its own chrome + entrance);
-   * `morph` renders the content only, filling its host, so a satellite block can
-   * morph into it in scene space.
-   */
-  motion?: 'modal' | 'morph'
-}
-
-/**
- * The knowledge-base create UI - a faithful, decorative replica of the real
- * `ChipModal` create flow. First an empty dropzone ("Drop files here"); then
- * files drop in from above as if dragged from Finder; then the document area
- * becomes an embedding map that builds itself node by node while the footer
- * reads "Creating…". The Create button is exposed as a cursor target.
- */
-export function KnowledgeBasePanel({
-  stage,
-  createRef,
-  motion = 'modal',
-}: KnowledgeBasePanelProps) {
-  const creating = stage === 'embeddings'
-
-  const content = (
-    <div
-      className={cn(
-        'overflow-hidden rounded-lg border border-[var(--border-1)] bg-[var(--bg)]',
-        motion === 'morph' && 'h-full'
-      )}
-    >
-      <div className='flex items-center justify-between px-4 pt-3 pb-2.5'>
-        <span className='text-[15px] text-[var(--text-primary)]'>Create Knowledge Base</span>
-        <X className='size-4 text-[var(--text-muted)]' />
-      </div>
-
-      <div className='flex flex-col gap-4 px-4 pb-4'>
-        <div className='flex flex-col gap-[9px]'>
-          <span className='text-[13px] text-[var(--text-muted)]'>Name</span>
-          <div className='flex h-[30px] items-center rounded-lg border border-[var(--border-1)] bg-[var(--surface-5)] px-2 text-[14px] text-[var(--text-body)]'>
-            {KB_NAME}
-          </div>
-        </div>
-
-        <div className='flex flex-col gap-[9px]'>
-          <span className='text-[13px] text-[var(--text-muted)]'>
-            {creating ? 'Embeddings' : 'Upload Documents'}
-          </span>
-          <div className='relative h-[188px]'>
-            {stage === 'empty' && (
-              <div className='absolute inset-0 flex flex-col items-center justify-center gap-1 rounded-lg border border-[var(--border-1)] border-dashed bg-[var(--surface-5)] text-center'>
-                <Upload className='size-5 text-[var(--text-muted)]' />
-                <span className='text-[var(--text-primary)] text-caption'>Drop files here</span>
-                <span className='text-[var(--text-tertiary)] text-xs'>PDF, DOCX, TXT, CSV, MD</span>
-              </div>
-            )}
-
-            {stage === 'files' && (
-              <div className='absolute inset-0 flex flex-col justify-center gap-2'>
-                {KB_FILES.map((file, i) => (
-                  <div
-                    key={file.name}
-                    className={cn(
-                      'flex items-center gap-2 rounded-lg border border-[var(--border-1)] bg-[var(--surface-5)] p-2',
-                      'animate-hero-file-drop opacity-0 [animation-delay:var(--drop-delay)] motion-reduce:animate-none motion-reduce:opacity-100'
-                    )}
-                    style={{ '--drop-delay': `${120 + i * 170}ms` } as CSSProperties}
-                  >
-                    <file.icon className='size-[14px] shrink-0 text-[var(--text-icon)]' />
-                    <span className='min-w-0 flex-1 truncate text-[14px] text-[var(--text-body)]'>
-                      {file.name}
-                    </span>
-                    <span className='shrink-0 text-[14px] text-[var(--text-muted)]'>
-                      {file.size}
-                    </span>
-                  </div>
-                ))}
-              </div>
-            )}
-
-            {creating && (
-              <div className='absolute inset-0 flex flex-col items-center justify-center gap-1.5 rounded-lg border border-[var(--border-1)] bg-[var(--surface-5)] px-3'>
-                <svg
-                  className='h-[140px] w-full'
-                  viewBox={`0 0 ${GRAPH_VIEWBOX.width} ${GRAPH_VIEWBOX.height}`}
-                  fill='none'
-                  aria-hidden='true'
-                >
-                  <title>embedding graph</title>
-                  {GRAPH_EDGES.map(([a, b], i) => {
-                    const from = GRAPH_NODES[a]
-                    const to = GRAPH_NODES[b]
-                    return (
-                      <path
-                        key={`${a}-${b}`}
-                        d={`M ${from.x} ${from.y} L ${to.x} ${to.y}`}
-                        pathLength={1}
-                        className='animate-hero-edge-draw [animation-delay:var(--pop-delay)] [stroke-dasharray:1] [stroke-dashoffset:1] motion-reduce:animate-none motion-reduce:[stroke-dashoffset:0]'
-                        stroke='var(--text-subtle)'
-                        strokeWidth={0.5}
-                        style={{ '--pop-delay': `${i * 45}ms` } as CSSProperties}
-                      />
-                    )
-                  })}
-                  {GRAPH_NODES.map((node, i) => (
-                    <circle
-                      key={`${node.x}-${node.y}`}
-                      cx={node.x}
-                      cy={node.y}
-                      r={node.hub ? 3.4 : i % 3 === 0 ? 2.4 : 1.9}
-                      className={cn(
-                        'opacity-0 [transform-box:fill-box] [transform-origin:center] motion-reduce:animate-none motion-reduce:opacity-100',
-                        node.hub
-                          ? 'animate-[hero-node-pop_440ms_cubic-bezier(0.16,1,0.3,1)_var(--pop-delay)_forwards,hero-graph-pulse_2600ms_ease-in-out_calc(var(--pop-delay)+800ms)_infinite]'
-                          : 'animate-hero-node-pop [animation-delay:var(--pop-delay)]'
-                      )}
-                      fill={
-                        node.hub
-                          ? 'var(--text-primary)'
-                          : i % 2 === 0
-                            ? 'var(--text-secondary)'
-                            : 'var(--text-muted)'
-                      }
-                      style={{ '--pop-delay': `${300 + i * 40}ms` } as CSSProperties}
-                    />
-                  ))}
-                </svg>
-                <span className='text-[var(--text-muted)] text-caption'>
-                  Generating embeddings…
-                </span>
-              </div>
-            )}
-          </div>
-        </div>
-      </div>
-
-      <div className='flex items-center justify-end gap-2 rounded-b-lg bg-[var(--surface-3)] px-4 pt-2 pb-2'>
-        <span className='flex h-[30px] items-center rounded-lg px-2 text-[14px] text-[var(--text-body)]'>
-          Cancel
-        </span>
-        <span
-          ref={createRef}
-          className='flex h-[30px] items-center rounded-lg bg-[var(--text-primary)] px-2 text-[14px] text-[var(--text-inverse)]'
-        >
-          {creating ? 'Creating…' : 'Create'}
-        </span>
-      </div>
-    </div>
-  )
-
-  if (motion === 'morph') {
-    return (
-      <div className='h-full w-full animate-hero-kb-content-morph opacity-0 motion-reduce:animate-none motion-reduce:opacity-100'>
-        {content}
-      </div>
-    )
-  }
-
-  return (
-    <div
-      className={cn(
-        'w-full max-w-[420px] rounded-xl border border-[var(--border-muted)] bg-[var(--surface-4)] p-[3px]',
-        'animate-hero-modal-in motion-reduce:animate-none'
-      )}
-    >
-      {content}
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-block-content.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-block-content.tsx
deleted file mode 100644
index abd4eec9083..00000000000
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-block-content.tsx
+++ /dev/null
@@ -1,54 +0,0 @@
-import { cn } from '@sim/emcn'
-import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
-
-interface WorkflowBlockContentProps {
-  block: BlockDef
-}
-
-/**
- * The inner content of a workflow block - the icon-tile header and optional
- * label → value rows - WITHOUT the card chrome or handle nubs. Split out so the
- * chat card can host the exact same content while morphing into the first block
- * (the card keeps its own continuous shell; only this content crossfades in).
- */
-export function WorkflowBlockContent({ block }: WorkflowBlockContentProps) {
-  return (
-    <>
-      <div
-        className={cn(
-          'flex items-center gap-2.5 p-2',
-          block.rows.length > 0 && 'border-[var(--border-1)] border-b'
-        )}
-      >
-        <div
-          className={cn(
-            'flex size-[24px] shrink-0 items-center justify-center rounded-md',
-            block.tileBorder && 'border border-[var(--border-1)]'
-          )}
-          style={{ background: block.bgColor }}
-        >
-          {block.tileBorder ? (
-            <block.icon className='size-[16px]' />
-          ) : (
-            <block.icon className='size-[16px] text-white' />
-          )}
-        </div>
-        <span className='truncate text-[16px] text-[var(--text-body)]'>{block.name}</span>
-      </div>
-
-      {block.rows.length > 0 && (
-        <div className='flex flex-col gap-2 p-2'>
-          {block.rows.map((row) => (
-            <div key={row.title} className='flex items-center gap-2'>
-              <span className='shrink-0 text-[14px] text-[var(--text-muted)]'>{row.title}</span>
-              <span className='flex min-w-0 flex-1 items-center justify-end gap-1.5 text-[14px] text-[var(--text-body)]'>
-                {row.valueIcon && <row.valueIcon className='size-[14px] shrink-0' />}
-                <span className='truncate'>{row.value}</span>
-              </span>
-            </div>
-          ))}
-        </div>
-      )}
-    </>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-block.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-block.tsx
deleted file mode 100644
index 07ed5c61ed1..00000000000
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-block.tsx
+++ /dev/null
@@ -1,38 +0,0 @@
-import { cn } from '@sim/emcn'
-import { BlockHandles } from '@/app/(landing)/components/hero/components/hero-visual/block-handles'
-import { WorkflowBlockContent } from '@/app/(landing)/components/hero/components/hero-visual/workflow-block-content'
-import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
-
-interface WorkflowBlockProps {
-  block: BlockDef
-  contentVisible?: boolean
-  handlesVisible?: boolean
-}
-
-/**
- * A pure presentational workflow block card, faithful to the real WorkflowBlock:
- * a fixed-width card with an icon-tile header and optional label → value rows,
- * plus decorative handle nubs on its left and right edges. Stateless and
- * client-free - positioning and the rise animation are owned by the parent stage.
- * `contentVisible`/`handlesVisible` crossfade the content and handles so a block
- * can soften into a shell (used when the Jira block morphs into the KB panel).
- */
-export function WorkflowBlock({
-  block,
-  contentVisible = true,
-  handlesVisible = true,
-}: WorkflowBlockProps) {
-  return (
-    <div className='relative w-[250px] rounded-[13px] border border-[var(--border-1)] bg-[var(--surface-2)] shadow-xs'>
-      <div
-        className={cn(
-          'transition-opacity [transition-duration:360ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
-          contentVisible ? 'opacity-100' : 'opacity-0'
-        )}
-      >
-        <WorkflowBlockContent block={block} />
-      </div>
-      <BlockHandles block={block} handlesVisible={handlesVisible} />
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-data.ts b/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-data.ts
index 48c4f075daa..06368ee4344 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-data.ts
+++ b/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-data.ts
@@ -1,5 +1,10 @@
 import type { ComponentType, SVGProps } from 'react'
-import { AgentIcon, AnthropicIcon, GithubIcon, JiraIcon } from '@/components/icons'
+import type {
+  BLOCK_DIMENSIONS,
+  CONNECTION_KNOB_PEAK_PX,
+  HANDLE_POSITIONS,
+} from '@sim/workflow-renderer'
+import { AgentIcon, GithubIcon, JiraIcon } from '@/components/icons'
 import { CsvIcon, DocxIcon, MarkdownIcon, PdfIcon } from '@/components/icons/document-icons'
 
 /**
@@ -23,10 +28,22 @@ export interface BlockRow {
   valueIcon?: IconComponent
 }
 
+/** A production-style natural-language summary shown below a block header. */
+export interface BlockSentence {
+  segments: ReadonlyArray<string | { subBlockId: string; noun?: string }>
+  values: Readonly<Record<string, string>>
+}
+
 /** A workflow block in design space. */
 export interface BlockDef {
   id: string
   name: string
+  /** Production block type used by the shared workflow card renderer. */
+  type?: string
+  /** Production type label shown in the card's header tag. */
+  typeLabel?: string
+  /** Uses the provider's brand treatment instead of a core workflow accent. */
+  isIntegration?: boolean
   icon: IconComponent
   /** Icon-tile fill - a brand-faithful color or a platform token (`var(--…)`). */
   bgColor: string
@@ -36,6 +53,8 @@ export interface BlockDef {
   isTrigger?: boolean
   /** Terminal blocks end the flow, so they render no outgoing (right) handle. */
   isTerminal?: boolean
+  /** Natural-language canvas summary used by current production block cards. */
+  sentence?: BlockSentence
   rows: BlockRow[]
   /** Top-left corner in design space. */
   x: number
@@ -45,6 +64,59 @@ export interface BlockDef {
 /** Fixed block width, matching the real canvas (`BLOCK_DIMENSIONS.FIXED_WIDTH`). */
 export const BLOCK_WIDTH = 250
 
+/**
+ * Compile-time pins onto the shared renderer's card dimensions. This module is
+ * pure data that server modules also import, so it carries no runtime renderer
+ * import; the numbers are spelled out here and their types force them to
+ * track `BLOCK_DIMENSIONS`, `HANDLE_POSITIONS`, and `CONNECTION_KNOB_PEAK_PX`.
+ */
+const HEADER_HEIGHT: (typeof BLOCK_DIMENSIONS)['HEADER_HEIGHT'] = 40
+const CONTENT_PADDING: (typeof BLOCK_DIMENSIONS)['WORKFLOW_CONTENT_PADDING'] = 16
+const ROW_HEIGHT: (typeof BLOCK_DIMENSIONS)['WORKFLOW_ROW_HEIGHT'] = 20
+const CONTENT_GAP: (typeof BLOCK_DIMENSIONS)['WORKFLOW_CONTENT_GAP'] = 8
+const ERROR_ROW_HEIGHT: (typeof BLOCK_DIMENSIONS)['WORKFLOW_ERROR_ROW_HEIGHT'] = 24
+const SENTENCE_LINE_HEIGHT: (typeof BLOCK_DIMENSIONS)['WORKFLOW_SENTENCE_LINE_HEIGHT'] = 24
+const HEADER_ONLY_HEIGHT: (typeof BLOCK_DIMENSIONS)['MIN_PAINTED_HEIGHT'] = 48
+const CONDITION_START_Y: (typeof HANDLE_POSITIONS)['CONDITION_START_Y'] = 58
+const CONDITION_ROW_HEIGHT: (typeof HANDLE_POSITIONS)['CONDITION_ROW_HEIGHT'] = 28
+/** Tip of a connection knob, outside the card edge - where an edge starts and ends. */
+export const HANDLE_KNOB_PEAK: typeof CONNECTION_KNOB_PEAK_PX = 7
+
+/**
+ * Exact read-only production card height: the header, a padded content stack
+ * of summary rows or one sentence line, the gaps between them, and the disabled
+ * error row every non-trigger block carries. A header-only card paints at the
+ * border's minimum.
+ */
+export function blockHeight(block: BlockDef): number {
+  const showErrorRow = !block.isTrigger
+  const contentRows = block.sentence ? 1 : block.rows.length
+  const contentItems = contentRows + (showErrorRow ? 1 : 0)
+  if (contentItems === 0) return HEADER_ONLY_HEIGHT
+
+  const summaryHeight = block.sentence ? SENTENCE_LINE_HEIGHT : contentRows * ROW_HEIGHT
+  const contentHeight = summaryHeight + (showErrorRow ? ERROR_ROW_HEIGHT : 0)
+  return (
+    HEADER_HEIGHT + CONTENT_PADDING + contentHeight + Math.max(0, contentItems - 1) * CONTENT_GAP
+  )
+}
+
+/**
+ * Production left-input / right-output anchors: the knob tips at the card's
+ * vertical centre, or on a condition block's branch rows for its outputs.
+ */
+export function horizontalHandleAnchors(block: BlockDef, branchIndex?: number) {
+  const sourceY =
+    block.type === 'condition' && branchIndex !== undefined
+      ? block.y + CONDITION_START_Y + branchIndex * CONDITION_ROW_HEIGHT
+      : block.y + blockHeight(block) / 2
+
+  return {
+    out: { x: block.x + BLOCK_WIDTH + HANDLE_KNOB_PEAK, y: sourceY },
+    in: { x: block.x - HANDLE_KNOB_PEAK, y: block.y + blockHeight(block) / 2 },
+  }
+}
+
 /**
  * Camera zoom while the workflow stage is focused on the first block. Chosen so
  * the focused first block lands at the same on-screen width as the chat card
@@ -53,58 +125,89 @@ export const BLOCK_WIDTH = 250
  */
 export const WORKFLOW_FOCUS_SCALE = 1.25
 
-/** Handle vertical offset from a block's top edge (matches the real WorkflowBlock). */
-export const HANDLE_Y_OFFSET = 20
-
 /**
- * Design-space bounding box the stage scales to fit the panel. Sized to exactly
- * bound the blocks below (GitHub/Jira at y=0, Agent's foot at ~y=203), so the
- * stage's flex-centering centers the workflow with no stray margin.
- */
-export const CANVAS = { width: 850, height: 206 } as const
-
-/**
- * GitHub → Agent → Jira. A gentle staircase: GitHub and Jira ride high, the
- * Agent dips between them, so the two edges read as a clean down-then-up flow.
- * The shape is left-right symmetric (Agent centered at x=425) and its bounding
- * box matches {@link CANVAS}, keeping it centered in the panel.
+ * GitHub → Agent → Jira, the workflow Sim builds from the demo prompt. A gentle
+ * staircase: GitHub and Jira ride high, the Agent dips between them, so the
+ * two edges read as a clean down-then-up flow. Every block carries the fields
+ * the production card renders - its type tag, the provider treatment, and the
+ * card's natural-language sentence - so the demo draws the real card. The
+ * GitHub block has no trigger picker, so its trigger sentence is the resolver's
+ * literal form (`Run on <trigger name>`); the Agent and Jira sentences follow
+ * their blocks' own `sentences` config with the configured values as chips.
  */
 export const BLOCKS: BlockDef[] = [
   {
     id: 'github',
-    name: 'GitHub',
+    name: 'PR opened',
+    type: 'github',
+    typeLabel: 'GitHub',
+    isIntegration: true,
     icon: GithubIcon,
     bgColor: '#181C1E',
     isTrigger: true,
-    rows: [{ title: 'Trigger', value: 'PR opened' }],
+    sentence: {
+      segments: ['Run on GitHub PR Opened'],
+      values: {},
+    },
+    rows: [],
     x: 0,
     y: 0,
   },
   {
     id: 'agent',
-    name: 'Agent',
+    name: 'Review PR',
+    type: 'agent',
+    typeLabel: 'Agent',
     icon: AgentIcon,
-    bgColor: 'var(--brand-accent)',
-    rows: [
-      { title: 'Model', value: 'Claude', valueIcon: AnthropicIcon },
-      { title: 'Task', value: 'Review PR' },
-    ],
+    bgColor: 'var(--text-primary)',
+    sentence: {
+      segments: ['Prompt', { subBlockId: 'model', noun: 'a model' }],
+      values: { model: 'claude-sonnet-5' },
+    },
+    rows: [],
     x: 300,
     y: 96,
   },
   {
     id: 'jira',
-    name: 'Jira',
+    name: 'Create issue',
+    type: 'jira',
+    typeLabel: 'Jira',
+    isIntegration: true,
     icon: JiraIcon,
     bgColor: '#FFFFFF',
     tileBorder: true,
     isTerminal: true,
-    rows: [{ title: 'Action', value: 'Create issue' }],
+    sentence: {
+      segments: [
+        'Create',
+        { subBlockId: 'issueType', noun: 'an issue' },
+        'in',
+        { subBlockId: 'project', noun: 'a project' },
+      ],
+      values: { issueType: 'Task', project: 'ENG' },
+    },
+    rows: [],
     x: 600,
     y: 0,
   },
 ]
 
+/**
+ * Design-space bounding box of {@link BLOCKS}, derived from the cards' real
+ * heights so the overview camera centres the workflow with no stray margin.
+ */
+export const CANVAS = {
+  width: Math.max(...BLOCKS.map((block) => block.x + BLOCK_WIDTH)),
+  height: Math.max(...BLOCKS.map((block) => block.y + blockHeight(block))),
+} as const
+
+/**
+ * Corner radius of a production edge (`WorkflowEdgeView` passes 8 to React
+ * Flow's smooth-step path), in design px.
+ */
+const EDGE_CORNER_RADIUS = 8
+
 /** An ordered source → target connection between two blocks. */
 export interface EdgeDef {
   id: string
@@ -115,10 +218,17 @@ export interface EdgeDef {
 /**
  * Rounded orthogonal ("smoothstep") path from a source's right handle to a
  * target's left handle, stepping at the horizontal midpoint with `r`-radius
- * corners. Source/target points are taken at `block.x±width` and
- * `block.y + HANDLE_Y_OFFSET`, matching where the handles render.
+ * corners - the same route React Flow draws between two production cards.
+ * Endpoints come from {@link horizontalHandleAnchors}: the knob tips at each
+ * card's vertical centre.
  */
-export function smoothStep(sx: number, sy: number, tx: number, ty: number, r = 8): string {
+export function smoothStep(
+  sx: number,
+  sy: number,
+  tx: number,
+  ty: number,
+  r = EDGE_CORNER_RADIUS
+): string {
   const midX = (sx + tx) / 2
   const dir = ty >= sy ? 1 : -1
   return [
@@ -135,12 +245,9 @@ function handlePoints(sourceId: string, targetId: string) {
   const source = BLOCKS.find((b) => b.id === sourceId)
   const target = BLOCKS.find((b) => b.id === targetId)
   if (!source || !target) throw new Error(`Unknown block in edge ${sourceId}→${targetId}`)
-  return {
-    sx: source.x + BLOCK_WIDTH,
-    sy: source.y + HANDLE_Y_OFFSET,
-    tx: target.x,
-    ty: target.y + HANDLE_Y_OFFSET,
-  }
+  const out = horizontalHandleAnchors(source).out
+  const inbound = horizontalHandleAnchors(target).in
+  return { sx: out.x, sy: out.y, tx: inbound.x, ty: inbound.y }
 }
 
 export const EDGES: EdgeDef[] = (
@@ -163,8 +270,8 @@ export const EDGES: EdgeDef[] = (
  * Scene origin is the GitHub block's CENTER (which sits at the panel center).
  */
 const GH_CENTER_X = BLOCK_WIDTH / 2
-/** GitHub block half-height in design space (its content is ~77px tall). */
-const GH_CENTER_Y = 38.5
+/** The GitHub card's half-height in design space, from its real card height. */
+const GH_CENTER_Y = blockHeight(BLOCKS[0]) / 2
 const toSceneX = (dx: number) => (dx - GH_CENTER_X) * WORKFLOW_FOCUS_SCALE
 const toSceneY = (dy: number) => (dy - GH_CENTER_Y) * WORKFLOW_FOCUS_SCALE
 
@@ -205,31 +312,68 @@ export const SCENE_EDGES: EdgeDef[] = (
   const { sx, sy, tx, ty } = handlePoints(from, to)
   return {
     id: `${from}-${to}`,
-    d: smoothStep(toSceneX(sx), toSceneY(sy), toSceneX(tx), toSceneY(ty), 14),
+    d: smoothStep(
+      toSceneX(sx),
+      toSceneY(sy),
+      toSceneX(tx),
+      toSceneY(ty),
+      EDGE_CORNER_RADIUS * WORKFLOW_FOCUS_SCALE
+    ),
   }
 })
 
 /**
  * Pull-out transform from FOCUS (block 1 centered, full size) to OVERVIEW (whole
  * workflow centered, fit to panel). `SCALE` brings the FOCUS-scale scene down to
- * the design overview (1.84 × 0.37 ≈ 0.68); the translate recenters the group -
- * it matches the design overview's GitHub offset, so the framing is identical to
- * the prior camera overview. Transform-origin is the panel center (block 1's
- * center), so FOCUS is the identity transform (no measurement needed).
+ * the design overview (1.84 × 0.37 ≈ 0.68). Transform-origin is the panel
+ * center (block 1's center), so FOCUS is the identity transform.
  */
 export const SCENE_OVERVIEW_SCALE = 0.68 / WORKFLOW_FOCUS_SCALE
-export const SCENE_OVERVIEW_TRANSLATE = { x: -204, y: -43 } as const
 
 /** Camera scale while tracing the workflow edge-by-edge before the full zoom-out. */
 export const SCENE_FOLLOW_SCALE = 0.86
 
+/** A point's scene-space position under the camera transform. */
+interface ScenePoint {
+  x: number
+  y: number
+}
+
+/** The camera translate that puts scene point `center` on the panel centre at `scale`. */
+function centeringTranslate(center: ScenePoint, scale: number): ScenePoint {
+  return { x: -center.x * scale, y: -center.y * scale }
+}
+
+/** A block's centre in scene space, from its real card height. */
+function sceneCenter(block: BlockDef): ScenePoint {
+  return {
+    x: toSceneX(block.x + BLOCK_WIDTH / 2),
+    y: toSceneY(block.y + blockHeight(block) / 2),
+  }
+}
+
 /**
- * Intermediate camera stops for the edge-follow pass. These keep the active
- * destination block centered enough to read while preserving a little context
- * around the incoming connection.
+ * The overview's translate recentres the whole workflow's bounding box, so the
+ * framing follows the cards' real heights.
  */
-export const SCENE_AGENT_FOCUS_TRANSLATE = { x: -323, y: -126 } as const
-export const SCENE_JIRA_FOCUS_TRANSLATE = { x: -645, y: 0 } as const
+export const SCENE_OVERVIEW_TRANSLATE = centeringTranslate(
+  { x: toSceneX(CANVAS.width / 2), y: toSceneY(CANVAS.height / 2) },
+  SCENE_OVERVIEW_SCALE
+)
+
+/**
+ * Intermediate camera stops for the edge-follow pass: each centres the block
+ * the connection just reached, at follow scale, so the destination reads
+ * while a little of the incoming connection stays in view.
+ */
+export const SCENE_AGENT_FOCUS_TRANSLATE = centeringTranslate(
+  sceneCenter(BLOCKS[1]),
+  SCENE_FOLLOW_SCALE
+)
+export const SCENE_JIRA_FOCUS_TRANSLATE = centeringTranslate(
+  sceneCenter(BLOCKS[2]),
+  SCENE_FOLLOW_SCALE
+)
 
 /**
  * The typed prompt, encoded as ordered atoms the typewriter reveals one at a
diff --git a/apps/sim/app/(landing)/components/hero/hero.tsx b/apps/sim/app/(landing)/components/hero/hero.tsx
index c7295354491..0f04536719d 100644
--- a/apps/sim/app/(landing)/components/hero/hero.tsx
+++ b/apps/sim/app/(landing)/components/hero/hero.tsx
@@ -1,55 +1,22 @@
 import { cn } from '@sim/emcn'
-import Image from 'next/image'
+import { HeroAnnouncementChip } from '@/app/(landing)/components/hero/components/hero-announcement-chip'
 import { LandingHeroHeader } from '@/app/(landing)/components/hero/components/hero-header'
-import { HeroPlatformLoop } from '@/app/(landing)/components/hero/components/hero-platform-loop'
+import { HeroPlatformStage } from '@/app/(landing)/components/hero/components/hero-platform-stage'
 import {
+  HOME_INSET,
   LANDING_CONTENT_WIDTH,
   LANDING_GUTTER,
-  LANDING_HERO_TOP_PADDING,
 } from '@/app/(landing)/components/landing-layout'
-import { TrustedBy } from '@/app/(landing)/components/trusted-by'
 
 /**
  * Landing hero - the only `<h1>` on the page.
  *
- * A single stacked flow (no split panels): headline and the sign-up row sit
- * left-aligned at the top; below them a full-width media frame
- * previews the platform UI; the customer-logo row closes the section centered
- * underneath. The section is capped and centered at the shared `max-w-[1460px]`
- * (`mx-auto`) with the `px-20 max-lg:px-8 max-sm:px-5` gutter so the headline
- * starts on the navbar wordmark's vertical line.
+ * A wide split masthead places the headline at the leading edge and pairs it
+ * with supporting copy and the primary action on the trailing side, above a
+ * product UI aligned to the same inset container.
  *
- * Text blocks stack a uniform 22px apart (`gap-[22px]`); the media frame and
- * logo row carry their own larger top margins to read as separate bands.
- *
- * The sign-up row is the shared {@link HeroCta} - the single source of truth for
- * the email-capture bar and the "Book a demo" / "Sign up" chips - reused
- * verbatim by every platform and solutions hero so the primary CTA never drifts.
- *
- * The media frame: the painted landscape backdrop (`hero-backdrop.jpg`,
- * rendered via `next/image` `fill` + `object-cover` with `priority` - it is the
- * LCP element) behind a white window (a soft three-part shadow stack:
- * `0 0 0 1px rgba(0,0,0,0.08)` ring in place of a CSS border, plus
- * `0 2px 6px rgba(0,0,0,0.05)` contact and `0 4px 42px rgba(0,0,0,0.06)`
- * ambient shadows; no browser toolbar) filled edge to edge by the live
- * {@link HeroPlatformLoop}. The shared landing sidebar and animated Home
- * workspace render together in a fixed 1280x735 design space, so the homepage
- * stays aligned with every product and solutions hero without a baked UI
- * capture drifting behind it.
- * The frame is `1300/720` and the window `1080/620` at `83.08%` width, centered
- * - matching cursor.com's hero media proportions, with backdrop showing on all
- * four sides. Decorative, `aria-hidden`; the `--surface-3` fill remains as the
- * loading fallback under the backdrop.
- *
- * The headline/CTA column shares its row with the right-aligned
- * {@link HeroStat} (the "Global work done by Sim" figure with its vertical
- * progress rail and staggered page-load entrance), hidden below `lg` where
- * the row has no room.
- *
- * The shared {@link TrustedBy} block renders in its `row` layout - a centered
- * muted label above a single centered row of bare wordmarks.
- *
- * Carries the sr-only ~50-word product summary for AI citation (CLAUDE.md → GEO).
+ * The live preview keeps its native 1280×735 aspect ratio inside a wider
+ * painted frame that shares the customer carousel's content width.
  */
 export function Hero() {
   return (
@@ -57,52 +24,35 @@ export function Hero() {
       id='hero'
       aria-labelledby='hero-heading'
       className={cn(
-        'flex flex-col items-start gap-[22px] text-left',
+        'flex flex-col items-start pt-24 text-left max-sm:pt-14 max-xl:pt-20',
         LANDING_CONTENT_WIDTH,
-        LANDING_GUTTER,
-        LANDING_HERO_TOP_PADDING
+        LANDING_GUTTER
       )}
     >
       <p className='sr-only'>
-        Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Connect
-        1,000+ integrations and every major LLM to create agents that automate real work, visually,
-        conversationally, or with code. Trusted by over 100,000 builders, SOC2 compliant, and
-        production-ready for teams of every size.
+        Sim is the open-source AI workspace where teams build, deploy, and manage AI agents for
+        their organization. Connect hundreds of integrations and every major LLM, then govern
+        access, spend, data, and deployment from one place. Build visually, conversationally, or
+        with code, and run Sim in your own cloud.
       </p>
 
-      <LandingHeroHeader
-        headingId='hero-heading'
-        heading={
-          <>
-            The AI Workspace for Building <br />
-            and Managing AI Agents.
-          </>
-        }
-        description='Open source, with 1,000+ integrations and every major LLM. Build, deploy, and manage agents visually, conversationally, or with code.'
-      />
-
-      <div
-        aria-hidden='true'
-        className='relative mt-[34px] aspect-[1300/720] w-full overflow-hidden rounded-lg bg-[var(--surface-3)] max-sm:aspect-[4/3]'
-      >
-        <Image
-          src='/landing/hero-backdrop.jpg'
-          alt=''
-          fill
-          priority
-          fetchPriority='high'
-          quality={90}
-          sizes='(max-width: 1460px) 100vw, 1300px'
-          className='object-cover'
+      <div className={HOME_INSET}>
+        <LandingHeroHeader
+          scale='home'
+          headingId='hero-heading'
+          eyebrow={<HeroAnnouncementChip />}
+          heading={
+            <>
+              Build and govern
+              <br />
+              every AI agent in one place
+            </>
+          }
+          description='Build, deploy, and manage AI agents with central control over access, spend, and data.'
         />
-        <div className='-translate-x-1/2 -translate-y-1/2 absolute top-1/2 left-1/2 flex aspect-[1080/620] w-[83.08%] flex-col overflow-hidden rounded-[10px] bg-[var(--surface-1)] shadow-[0_0_0_1px_rgba(0,0,0,0.08),0_2px_6px_0_rgba(0,0,0,0.05),0_4px_42px_0_rgba(0,0,0,0.06)]'>
-          <div className='relative flex-1'>
-            <HeroPlatformLoop />
-          </div>
-        </div>
       </div>
 
-      <TrustedBy layout='row' className='mt-[42px] w-full max-sm:mt-6' />
+      <HeroPlatformStage />
     </section>
   )
 }
diff --git a/apps/sim/app/(landing)/components/home-structured-data/home-structured-data.tsx b/apps/sim/app/(landing)/components/home-structured-data/home-structured-data.tsx
index fd4f4bd8634..d70a54a25ab 100644
--- a/apps/sim/app/(landing)/components/home-structured-data/home-structured-data.tsx
+++ b/apps/sim/app/(landing)/components/home-structured-data/home-structured-data.tsx
@@ -22,14 +22,14 @@ import { JsonLd } from '@/app/(landing)/components/json-ld'
  * `WebPage.description` below, so the three surfaces never drift.
  */
 export const HOME_PAGE_DESCRIPTION =
-  'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents across 1,000+ integrations and every major LLM, visually or with code.'
+  'Sim is the open-source AI workspace where companies build, distribute, and govern AI agents. Hundreds of integrations, every major LLM, permission groups, spend limits, and self-hosting.'
 
 /**
  * The home page's canonical title - the single string shared by the
  * `<title>`, OG/Twitter titles (`page.tsx`), and the JSON-LD `WebPage.name`
  * below, so the title surfaces never drift.
  */
-export const HOME_PAGE_TITLE = 'The AI Workspace | Build, Deploy & Manage AI Agents | Sim'
+export const HOME_PAGE_TITLE = 'The AI Workspace | Build, Distribute & Govern AI Agents | Sim'
 
 const HOME_JSON_LD = {
   '@context': 'https://schema.org',
@@ -62,7 +62,7 @@ const HOME_JSON_LD = {
       url: SITE_URL,
       name: 'Sim, The AI Workspace',
       description:
-        'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Connect 1,000+ integrations and every major LLM to create agents that automate real work, visually, conversationally, or with code. Trusted by over 100,000 builders. SOC2 compliant.',
+        'Sim is the open-source AI workspace where companies build, distribute, and govern AI agents in one place. Teams build agents visually, conversationally, or with code across hundreds of integrations and every major LLM, while administrators control model access, integration access, spend limits, and deployment. Trusted by over 100,000 builders. SOC2 compliant and self-hostable.',
       applicationCategory: 'BusinessApplication',
       applicationSubCategory: 'AI Workspace',
       operatingSystem: 'Web',
@@ -109,7 +109,8 @@ const HOME_JSON_LD = {
         'AI workspace for teams',
         'Chat: build and manage agents in natural language',
         'Visual workflow builder',
-        '1,000+ integrations',
+        'CLI access for coding agents and terminal workflows',
+        'Hundreds of integrations',
         'LLM orchestration (OpenAI, Anthropic, Google, xAI, Mistral, Perplexity)',
         'Knowledge base creation',
         'Table creation',
@@ -118,6 +119,14 @@ const HOME_JSON_LD = {
         'Custom functions',
         'Scheduled workflows',
         'Event triggers',
+        'Permission groups for model, integration, and tool access',
+        'Organization and per-member spend limits',
+        'Usage analytics by workspace and member',
+        'Agent deployment as chat, API, or MCP with SSO, email, or password access',
+        'Single sign-on with domain verification',
+        'Audit records and run tracing',
+        'Configurable data retention',
+        'Self-hosting with Docker or Kubernetes',
       ],
       review: [
         {
diff --git a/apps/sim/app/(landing)/components/index.ts b/apps/sim/app/(landing)/components/index.ts
index 4181286a3a5..657a1db4c07 100644
--- a/apps/sim/app/(landing)/components/index.ts
+++ b/apps/sim/app/(landing)/components/index.ts
@@ -1,3 +1,4 @@
+export { AgentMomentum } from './agent-momentum'
 export { BackLink } from './back-link'
 export { ChevronArrow } from './chevron-arrow'
 export { ContentAuthorLoading, ContentAuthorPage } from './content-author-page'
@@ -6,6 +7,7 @@ export { ContentIndexLoading, ContentIndexPage } from './content-index-page'
 export { ContentPostLoading, ContentPostPage } from './content-post-page'
 export { ContentTagsLoading, ContentTagsPage } from './content-tags-page'
 export { Cta } from './cta/cta'
+export { FeaturedCustomer } from './featured-customer'
 export { Features } from './features'
 export { Footer } from './footer'
 export { Hero } from './hero'
@@ -13,13 +15,14 @@ export { HomeStructuredData } from './home-structured-data'
 export type { JsonLdData } from './json-ld'
 export { JsonLd } from './json-ld'
 export { LandingShell } from './landing-shell'
-export { Lifecycle } from './lifecycle'
 export { Lightbox } from './lightbox'
 export { LogoShell } from './logo-shell'
-export { Mothership } from './mothership/mothership'
 export { Navbar } from './navbar'
 export { PlatformHeroVisual } from './platform-hero-visual'
+export { PlatformSuite } from './platform-suite'
 export { ProductDemo } from './product-demo'
+export { Proof } from './proof'
+export { Security, WorkspaceControls } from './security'
 export { ShareButton } from './share-button'
 export { SiteStructuredData } from './site-structured-data'
 export type { SolutionsPageConfig } from './solutions-page'
diff --git a/apps/sim/app/(landing)/components/landing-cta-link/index.ts b/apps/sim/app/(landing)/components/landing-cta-link/index.ts
new file mode 100644
index 00000000000..1c7da837843
--- /dev/null
+++ b/apps/sim/app/(landing)/components/landing-cta-link/index.ts
@@ -0,0 +1 @@
+export { LandingCtaLink, type LandingCtaSection } from './landing-cta-link'
diff --git a/apps/sim/app/(landing)/components/landing-cta-link/landing-cta-link.test.tsx b/apps/sim/app/(landing)/components/landing-cta-link/landing-cta-link.test.tsx
new file mode 100644
index 00000000000..65c866c8a59
--- /dev/null
+++ b/apps/sim/app/(landing)/components/landing-cta-link/landing-cta-link.test.tsx
@@ -0,0 +1,80 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockCaptureClientEvent } = vi.hoisted(() => ({ mockCaptureClientEvent: vi.fn() }))
+
+vi.mock('@/lib/posthog/client', () => ({ captureClientEvent: mockCaptureClientEvent }))
+
+import { LandingCtaLink } from '@/app/(landing)/components/landing-cta-link'
+
+let root: Root
+let host: HTMLDivElement
+
+beforeEach(() => {
+  vi.clearAllMocks()
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.unstubAllGlobals()
+})
+
+function renderLink(element: React.ReactElement): HTMLAnchorElement {
+  act(() => root.render(element))
+  const anchor = host.querySelector('a')
+  if (!anchor) throw new Error('Missing anchor')
+  return anchor
+}
+
+describe('LandingCtaLink', () => {
+  it('hardens external destinations and leaves internal ones on the client router', () => {
+    const external = renderLink(
+      <LandingCtaLink href='https://docs.sim.ai/workflows'>Docs</LandingCtaLink>
+    )
+    expect(external.getAttribute('target')).toBe('_blank')
+    expect(external.getAttribute('rel')).toBe('noopener noreferrer')
+
+    const internal = renderLink(<LandingCtaLink href='/signup'>Sign up</LandingCtaLink>)
+    expect(internal.hasAttribute('target')).toBe(false)
+    expect(internal.hasAttribute('rel')).toBe(false)
+  })
+
+  it('reports a tracked click with the href as its destination', () => {
+    const onClick = vi.fn((event: React.MouseEvent) => event.preventDefault())
+    const anchor = renderLink(
+      <LandingCtaLink
+        href='/signup'
+        onClick={onClick}
+        track={{ label: 'Start building', section: 'footer_cta' }}
+      >
+        Start building
+      </LandingCtaLink>
+    )
+    act(() => anchor.click())
+    expect(onClick).toHaveBeenCalledOnce()
+    expect(mockCaptureClientEvent).toHaveBeenCalledExactlyOnceWith('landing_cta_clicked', {
+      label: 'Start building',
+      section: 'footer_cta',
+      destination: '/signup',
+    })
+  })
+
+  it('stays silent without a tracking request', () => {
+    const anchor = renderLink(
+      <LandingCtaLink href='/signup' onClick={(event) => event.preventDefault()}>
+        Sign up
+      </LandingCtaLink>
+    )
+    act(() => anchor.click())
+    expect(mockCaptureClientEvent).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/(landing)/components/landing-cta-link/landing-cta-link.tsx b/apps/sim/app/(landing)/components/landing-cta-link/landing-cta-link.tsx
new file mode 100644
index 00000000000..4fbba3d3750
--- /dev/null
+++ b/apps/sim/app/(landing)/components/landing-cta-link/landing-cta-link.tsx
@@ -0,0 +1,80 @@
+'use client'
+
+import { ChipLink, type ChipLinkProps, cn } from '@sim/emcn'
+import type { PostHogEventMap } from '@/lib/posthog/events'
+import { ChevronArrow } from '@/app/(landing)/components/chevron-arrow'
+import { trackLandingCta } from '@/app/(landing)/track-landing-cta'
+
+type LandingCtaSize = 'compact' | 'default' | 'display'
+
+export type LandingCtaSection = PostHogEventMap['landing_cta_clicked']['section']
+
+interface LandingCtaLinkProps extends Omit<ChipLinkProps, 'variant'> {
+  size?: LandingCtaSize
+  variant?: 'primary' | 'outline'
+  /** Adds the animated chevron used by demo actions. */
+  withArrow?: boolean
+  /**
+   * Reports the click as a `landing_cta_clicked` event; the href is the
+   * destination. Serializable, so Server Components can request tracking.
+   */
+  track?: { label: string; section: LandingCtaSection }
+}
+
+const CTA_SIZE = {
+  compact: 'h-[26px] px-3 text-[13px] [--cta-arrow-icon-size:10px]',
+  default: 'h-9 px-4 text-[14px] [--cta-arrow-icon-size:12px]',
+  display: 'h-10 px-4 text-[14px] [--cta-arrow-icon-size:14px]',
+} as const satisfies Record<LandingCtaSize, string>
+
+interface CtaArrowProps {
+  className?: string
+}
+
+function CtaArrow({ className }: CtaArrowProps) {
+  return (
+    <ChevronArrow className={cn(className, 'size-[var(--cta-arrow-icon-size)]')} strokeWidth={1} />
+  )
+}
+
+/** Absolute http(s) destinations leave the site and need rel/target hardening. */
+function isExternalHref(href: ChipLinkProps['href']): boolean {
+  return typeof href === 'string' && /^https?:\/\//.test(href)
+}
+
+/**
+ * Marketing pill geometry composed with the platform chip's colors and
+ * interactions. An external href opens in a new tab with
+ * `rel='noopener noreferrer'`, matching every other outbound link in the
+ * marketing chrome; an internal href stays on the crawlable Next `<Link>`.
+ */
+export function LandingCtaLink({
+  size = 'default',
+  variant = 'primary',
+  withArrow = false,
+  rightIcon,
+  className,
+  track,
+  onClick,
+  ...props
+}: LandingCtaLinkProps) {
+  return (
+    <ChipLink
+      {...(isExternalHref(props.href) ? { target: '_blank', rel: 'noopener noreferrer' } : {})}
+      {...props}
+      onClick={(event) => {
+        onClick?.(event)
+        if (track) trackLandingCta({ ...track, destination: String(props.href) })
+      }}
+      variant={variant}
+      rightIcon={withArrow ? CtaArrow : rightIcon}
+      className={cn(
+        'justify-center rounded-full text-center duration-150 [&>span]:[font-size:inherit]',
+        'focus-visible:outline focus-visible:outline-1 focus-visible:outline-[var(--text-primary)] focus-visible:outline-offset-4',
+        CTA_SIZE[size],
+        withArrow && ['group/link', size === 'compact' ? 'gap-1.5 pr-2' : 'gap-2'],
+        className
+      )}
+    />
+  )
+}
diff --git a/apps/sim/app/(landing)/components/landing-layout.ts b/apps/sim/app/(landing)/components/landing-layout.ts
index 0d41a67b843..dc0e57c0ca4 100644
--- a/apps/sim/app/(landing)/components/landing-layout.ts
+++ b/apps/sim/app/(landing)/components/landing-layout.ts
@@ -1,8 +1,18 @@
-/** Shared centered width used by the landing navbar and every primary section. */
-export const LANDING_CONTENT_WIDTH = 'mx-auto w-full max-w-[1460px]'
+/**
+ * Shared centered width used by the landing navbar and every primary section.
+ *
+ * 1728px is Harvey's `max-w-page-width`: wide enough that on a 1440–1920
+ * screen the frame is the viewport minus a small gutter, not a 1460px column
+ * floating in 80px insets.
+ */
+export const LANDING_CONTENT_WIDTH = 'mx-auto w-full max-w-[1728px]'
 
-/** Shared responsive horizontal gutter used across the landing family. */
-export const LANDING_GUTTER = 'px-20 max-sm:px-5 max-lg:px-8'
+/**
+ * Shared responsive horizontal gutter. Matches Harvey's page padding
+ * (`px-7` / `md:px-8` / `lg:px-9` / `xl:px-10`) so section edges sit close
+ * to the browser. Desktop-first `max-*` equivalents of that scale.
+ */
+export const LANDING_GUTTER = 'px-10 max-md:px-7 max-lg:px-8 max-xl:px-9'
 
 /** Shared responsive top clearance for the first landing hero beneath the navbar. */
 export const LANDING_HERO_TOP_PADDING = 'pt-[112px] max-sm:pt-12 max-xl:pt-20'
@@ -10,6 +20,37 @@ export const LANDING_HERO_TOP_PADDING = 'pt-[112px] max-sm:pt-12 max-xl:pt-20'
 /** Shared vertical rhythm between top-level landing sections. */
 export const LANDING_SECTION_RHYTHM = 'gap-[120px] max-sm:gap-16 max-lg:gap-[88px]'
 
+/**
+ * Homepage-only rhythm. The marketing pages that share
+ * {@link LANDING_SECTION_RHYTHM} stay on the original 120px beat; the homepage
+ * uses 144 / 96 / 80px between major sections. Related sections are grouped
+ * with smaller positive gaps in `Landing`, so their spacing stays independent
+ * of this outer rhythm.
+ */
+export const HOME_SECTION_RHYTHM = 'gap-36 max-sm:gap-20 max-lg:gap-24'
+
+/**
+ * Shared 10/12 inset for homepage content. The hero masthead and product
+ * preview share this measure so their leading and trailing edges align.
+ */
+export const HOME_INSET = 'w-full lg:mx-auto lg:w-[83.333%]'
+
+/** Shared chrome for an elevated product window on the homepage. */
+export const LANDING_WINDOW_SHADOW =
+  'shadow-[0_0_0_1px_rgba(0,0,0,0.08),0_2px_6px_0_rgba(0,0,0,0.05),0_4px_42px_0_rgba(0,0,0,0.06)]'
+
+/**
+ * Corner radius for full-width painted/product stages (hero, product-demo,
+ * connect). Tight enough to read as a product frame rather than a pill.
+ */
+export const LANDING_STAGE_RADIUS = 'rounded-[12px]'
+
+/**
+ * Inner product window nested inside a painted stage. Tighter than
+ * {@link LANDING_STAGE_RADIUS} so the nested clip stays inside the outer.
+ */
+export const LANDING_STAGE_WINDOW_RADIUS = 'rounded-[8px]'
+
 /**
  * Extra top separation for a hero CTA over the hero stack gap. Headline and
  * description are one copy group and keep the tight 22px stack gap; the CTA is
@@ -17,3 +58,44 @@ export const LANDING_SECTION_RHYTHM = 'gap-[120px] max-sm:gap-16 max-lg:gap-[88p
  * roughly 1.5× the headline→description gap.
  */
 export const LANDING_HERO_CTA_GAP = 'mt-3'
+
+/**
+ * Shared landing type scale used by platform heroes, `/enterprise`, and
+ * marketing subpages. Homepage display sizes live in {@link HOME_TYPE} so a
+ * 96px H1 cannot leak onto those pages.
+ */
+export const LANDING_TYPE = {
+  /** The page's single `<h1>`. */
+  h1: 'text-[76px] leading-[1.0] tracking-[-0.03em] max-sm:text-[38px] max-xl:text-[56px]',
+  /**
+   * Homepage proof claim. Harvey's post-hero H2 is 40px, one step quieter
+   * than a section headline in the same Season tracking family.
+   */
+  proof: 'text-[40px] leading-[1.1] tracking-[-0.02em] max-sm:text-[28px] max-xl:text-[34px]',
+  /** Primary supporting copy - hero description, section descriptions. */
+  lead: 'text-[20px] leading-[1.4] max-sm:text-[17px]',
+  /** Secondary copy - sub-feature definitions, list-row descriptions. */
+  body: 'text-[16px] leading-[1.45]',
+  /** Labels, eyebrows, and meta. */
+  meta: 'text-[14px] leading-[1.4]',
+} as const
+
+/**
+ * Homepage-only type scale. The 80px Season masthead is restrained enough for
+ * the wide split composition while the remaining section scale stays unchanged.
+ * Isolated from {@link LANDING_TYPE} so `/enterprise` and platform heroes keep
+ * their current masthead.
+ */
+export const HOME_TYPE = {
+  /** Homepage `<h1>` - compact display scale for the architectural hero. */
+  h1: 'text-[80px] leading-[0.96] tracking-[-0.025em] max-sm:text-[42px] max-xl:text-[64px]',
+  /** Centered media / audience `<h2>` - Harvey `text-heading-2` (64px). */
+  h2Display: 'text-[64px] leading-[1.05] tracking-[-0.025em] max-sm:text-[36px] max-xl:text-[48px]',
+  /** Quieter section `<h2>` - Harvey `text-heading-4` / proof (40px). */
+  h2: LANDING_TYPE.proof,
+  /** Card titles on the two-window platform row. */
+  h3: 'text-[32px] leading-[1.15] tracking-[-0.015em] max-sm:text-[24px]',
+  lead: LANDING_TYPE.lead,
+  body: LANDING_TYPE.body,
+  meta: LANDING_TYPE.meta,
+} as const
diff --git a/apps/sim/app/(landing)/components/landing-shell/landing-shell.test.tsx b/apps/sim/app/(landing)/components/landing-shell/landing-shell.test.tsx
new file mode 100644
index 00000000000..92b54e6230c
--- /dev/null
+++ b/apps/sim/app/(landing)/components/landing-shell/landing-shell.test.tsx
@@ -0,0 +1,217 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { readdirSync, readFileSync } from 'node:fs'
+import { dirname, join, resolve } from 'node:path'
+import { fileURLToPath } from 'node:url'
+import { type AnchorHTMLAttributes, act, type ReactNode } from 'react'
+import ts from '@typescript/typescript6'
+import { createRoot, type Root } from 'react-dom/client'
+import { renderToStaticMarkup } from 'react-dom/server'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { LandingShell } from '@/app/(landing)/components/landing-shell/landing-shell'
+
+interface TestLinkProps extends AnchorHTMLAttributes<HTMLAnchorElement> {
+  href: string
+}
+
+const { setTheme } = vi.hoisted(() => ({ setTheme: vi.fn() }))
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: unknown[]) => values.flat().filter(Boolean).join(' '),
+  ChipLink: ({ href, children, className }: TestLinkProps) => (
+    <a href={href} className={className}>
+      {children}
+    </a>
+  ),
+}))
+vi.mock('@sim/emcn/icons', () => ({ Moon: () => null, Sun: () => null }))
+vi.mock('next/link', () => ({
+  default: ({ href, children, ...props }: TestLinkProps) => (
+    <a href={href} {...props}>
+      {children}
+    </a>
+  ),
+}))
+vi.mock('next/image', () => ({
+  default: ({ src, alt }: { src: string; alt: string }) => <img src={src} alt={alt} />,
+}))
+vi.mock('next-themes', () => ({
+  useTheme: () => ({ resolvedTheme: 'light', setTheme }),
+}))
+vi.mock('@/lib/core/config/env-flags', () => ({ isHosted: true }))
+vi.mock('@/lib/github/stars', () => ({ getGitHubStars: vi.fn().mockResolvedValue(29_500) }))
+vi.mock('@/app/(landing)/components/navbar/navbar', () => ({
+  Navbar: () => <nav aria-label='Primary navigation' />,
+}))
+vi.mock('@/app/(landing)/components/site-structured-data', () => ({
+  SiteStructuredData: () => null,
+}))
+vi.mock('@/app/(landing)/components/footer/components/footer-wordmark-loop', () => ({
+  FooterWordmarkLoop: () => null,
+}))
+vi.mock('@/app/_shell/consent/consent-preferences-trigger', () => ({
+  ConsentPreferencesTrigger: ({ children }: { children: ReactNode }) => (
+    <button type='button'>{children}</button>
+  ),
+}))
+vi.mock('@/app/(landing)/comparisons/utils', () => ({
+  ALL_COMPETITORS: [{ id: 'n8n', name: 'n8n' }],
+}))
+vi.mock('@/app/(landing)/models/utils', () => ({
+  MODEL_PROVIDERS_WITH_CATALOGS: [{ name: 'OpenAI', href: '/models/openai' }],
+}))
+
+let host: HTMLDivElement
+let root: Root | undefined
+
+beforeEach(() => {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  setTheme.mockClear()
+  root = undefined
+  host = document.createElement('div')
+  document.body.append(host)
+})
+
+afterEach(() => {
+  if (root) act(() => root?.unmount())
+  host.remove()
+})
+
+function renderShell() {
+  return LandingShell({
+    children: (
+      <main id='main-content'>
+        <h1>Page-specific marketing content</h1>
+        <p>The page supplies its own content.</p>
+      </main>
+    ),
+  })
+}
+
+function requiredElement<T extends Element>(selector: string, scope: ParentNode = host): T {
+  const element = scope.querySelector<T>(selector)
+  if (!element) throw new Error(`Expected ${selector} in the marketing shell`)
+  return element
+}
+
+describe('LandingShell shared closing section', () => {
+  it('places one painted CTA after page content and before the shared footer with both themes and correct actions', async () => {
+    host.innerHTML = renderToStaticMarkup(await renderShell())
+    const main = requiredElement('main')
+    const cta = requiredElement('#cta')
+    const footer = requiredElement('footer')
+    expect(host.querySelectorAll('#cta')).toHaveLength(1)
+    expect(host.querySelectorAll('#cta-heading')).toHaveLength(1)
+    expect(host.querySelectorAll('footer')).toHaveLength(1)
+    expect(main.compareDocumentPosition(cta) & Node.DOCUMENT_POSITION_FOLLOWING).toBeTruthy()
+    expect(cta.compareDocumentPosition(footer) & Node.DOCUMENT_POSITION_FOLLOWING).toBeTruthy()
+    expect(main.contains(cta)).toBe(false)
+    expect(requiredElement('#cta-heading').textContent).toBe(
+      'Every agent your company runs. All in one place. '
+    )
+    expect(Array.from(cta.querySelectorAll('img'), (image) => image.getAttribute('src'))).toEqual([
+      '/landing/cta-san-francisco-painted-light.webp',
+      '/landing/cta-san-francisco-painted-dark.webp',
+    ])
+    expect(Array.from(cta.querySelectorAll('img'), (image) => image.alt)).toEqual(['', ''])
+    expect(
+      Array.from(cta.querySelectorAll('a'), (link) => ({
+        label: link.textContent?.trim(),
+        href: link.getAttribute('href'),
+      }))
+    ).toEqual([
+      { label: 'Request a demo', href: '/demo' },
+      { label: 'Start building', href: '/signup' },
+    ])
+  })
+
+  it('keeps the universal footer navigation and usable light/dark control on arbitrary marketing pages', async () => {
+    const shell = await renderShell()
+    root = createRoot(host)
+    act(() => root?.render(shell))
+    const footer = requiredElement('footer')
+    const navigation = requiredElement('nav[aria-label="Footer navigation"]', footer)
+    expect(Array.from(navigation.querySelectorAll('h3'), (heading) => heading.textContent)).toEqual(
+      ['Product', 'Resources', 'Compare', 'Integrations', 'Models', 'Socials', 'Legal']
+    )
+    for (const href of [
+      '/enterprise',
+      '/workflows',
+      '/knowledge',
+      '/tables',
+      '/files',
+      '/logs',
+      '/blog',
+      '/library',
+      '/careers',
+      '/contact',
+      '/comparisons',
+      '/integrations',
+      '/models',
+      '/terms',
+      '/privacy',
+      '/cookie-policy',
+    ]) {
+      expect(navigation.querySelector(`a[href="${href}"]`)).not.toBeNull()
+    }
+    const themes = requiredElement('[role="radiogroup"][aria-label="Color theme"]', footer)
+    const light = requiredElement<HTMLInputElement>('input[aria-label="Light theme"]', themes)
+    const dark = requiredElement<HTMLInputElement>('input[aria-label="Dark theme"]', themes)
+    expect(light.checked).toBe(true)
+    expect(dark.checked).toBe(false)
+    act(() => dark.click())
+    expect(setTheme).toHaveBeenCalledExactlyOnceWith('dark')
+  })
+
+  it('reserves closing CTA and footer ownership for the shared shell across marketing routes', () => {
+    const landingDirectory = resolve(dirname(fileURLToPath(import.meta.url)), '../..')
+    const shellPath = 'components/landing-shell/landing-shell.tsx'
+    const ctaPath = 'components/cta/cta.tsx'
+    const footerPath = 'components/footer/footer.tsx'
+    const violations: string[] = []
+    const files = readdirSync(landingDirectory, { recursive: true }).filter(
+      (file) => file.endsWith('.tsx') && !file.endsWith('.test.tsx')
+    )
+    for (const file of files) {
+      const source = ts.createSourceFile(
+        file,
+        readFileSync(join(landingDirectory, file), 'utf8'),
+        ts.ScriptTarget.Latest,
+        true,
+        ts.ScriptKind.TSX
+      )
+      const closingComponents = new Set(['Cta', 'Footer'])
+      for (const statement of source.statements) {
+        if (!ts.isImportDeclaration(statement)) continue
+        const bindings = statement.importClause?.namedBindings
+        if (!bindings || !ts.isNamedImports(bindings)) continue
+        for (const binding of bindings.elements) {
+          if (['Cta', 'Footer'].includes((binding.propertyName ?? binding.name).text))
+            closingComponents.add(binding.name.text)
+        }
+      }
+      const visit = (node: ts.Node) => {
+        if (ts.isJsxOpeningElement(node) || ts.isJsxSelfClosingElement(node)) {
+          const tag = node.tagName.getText(source)
+          if (closingComponents.has(tag) && file !== shellPath) violations.push(`${file}: ${tag}`)
+          if (tag === 'footer' && file !== footerPath) violations.push(`${file}: footer landmark`)
+          for (const attribute of node.attributes.properties) {
+            if (!ts.isJsxAttribute(attribute) || attribute.name.getText(source) !== 'id') continue
+            const value = attribute.initializer
+            if (
+              value &&
+              ts.isStringLiteral(value) &&
+              ['cta', 'cta-heading'].includes(value.text) &&
+              file !== ctaPath
+            )
+              violations.push(`${file}: duplicate closing ${value.text}`)
+          }
+        }
+        ts.forEachChild(node, visit)
+      }
+      visit(source)
+    }
+    expect(violations).toEqual([])
+  })
+})
diff --git a/apps/sim/app/(landing)/components/landing-shell/landing-shell.tsx b/apps/sim/app/(landing)/components/landing-shell/landing-shell.tsx
index abb8746bcab..79d42ce383b 100644
--- a/apps/sim/app/(landing)/components/landing-shell/landing-shell.tsx
+++ b/apps/sim/app/(landing)/components/landing-shell/landing-shell.tsx
@@ -1,31 +1,18 @@
 import type { ReactNode } from 'react'
 import { isHosted } from '@/lib/core/config/env-flags'
 import { getGitHubStars } from '@/lib/github/stars'
+import { Cta } from '@/app/(landing)/components/cta/cta'
 import { Footer } from '@/app/(landing)/components/footer/footer'
 import { Navbar } from '@/app/(landing)/components/navbar/navbar'
 import { SiteStructuredData } from '@/app/(landing)/components/site-structured-data'
 
 /**
- * The shared chrome every landing-family page wears - the home page, every
- * platform page (Workflows, Tables, Files, …), and every solutions page (IT,
- * Engineering, …). It is the single source of truth for the page frame, so each
- * page is just `<LandingShell>{content}</LandingShell>` and can never drift.
- *
- * It owns:
- * - The `light` wrapper, which pins every `var(--*)` design token to its
- *   light-mode value regardless of the visitor's theme - the landing family is
- *   always light, and uses the platform's own light-mode tokens (from
- *   `globals.css`) with no separate palette.
- * - The page's scroll port (`h-screen` + `overflow-y-auto` +
- *   `overscroll-y-none`): the document body no longer overflows, so the viewport
- *   can't rubber-band, and the container's own overscroll bounce is disabled -
- *   without this the sticky navbar gets dragged past the top/bottom edges.
- * - The skip link (targets `#main-content`), the {@link Navbar} (GitHub stars
- *   fetched here at build/revalidate time - never client-fetched), and the
- *   {@link Footer}.
- *
- * The page supplies only the `<main id='main-content'>` content between the
- * navbar and footer. Async Server Component; pages render it with zero props.
+ * Persistent marketing chrome, mounted once by the landing route-group layout.
+ * Every page supplies its main content; this shell owns the themed scroll port,
+ * navigation, painted pre-footer CTA, footer, and site-wide structured data.
+ * Positioning the scroll port contains absolute artwork within its overflow,
+ * preventing an outer document scroll from carrying the sticky header away.
+ * The closing group keeps the same responsive separation on every route.
  */
 
 interface LandingShellProps {
@@ -37,7 +24,7 @@ export async function LandingShell({ children }: LandingShellProps) {
   const stars = await getGitHubStars()
 
   return (
-    <div className='light h-screen overflow-y-auto overscroll-y-none bg-[var(--bg)] text-[var(--text-primary)]'>
+    <div className='relative h-screen overflow-y-auto overscroll-y-none bg-[var(--bg)] text-[var(--text-primary)] [--text-muted:var(--text-secondary)]'>
       <SiteStructuredData />
       <a
         href='#main-content'
@@ -47,7 +34,10 @@ export async function LandingShell({ children }: LandingShellProps) {
       </a>
       <Navbar stars={stars} />
       {children}
-      <Footer showConsentPreferences={isHosted} />
+      <div className='pt-36 max-sm:pt-20 max-lg:pt-24'>
+        <Cta />
+        <Footer showConsentPreferences={isHosted} />
+      </div>
     </div>
   )
 }
diff --git a/apps/sim/app/(landing)/components/lifecycle/components/lifecycle-icons/index.ts b/apps/sim/app/(landing)/components/lifecycle/components/lifecycle-icons/index.ts
deleted file mode 100644
index 584f72276a5..00000000000
--- a/apps/sim/app/(landing)/components/lifecycle/components/lifecycle-icons/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { BuildIcon, DeployIcon, MonitorIcon } from './lifecycle-icons'
diff --git a/apps/sim/app/(landing)/components/lifecycle/components/lifecycle-icons/lifecycle-icons.tsx b/apps/sim/app/(landing)/components/lifecycle/components/lifecycle-icons/lifecycle-icons.tsx
deleted file mode 100644
index 5f142d89c57..00000000000
--- a/apps/sim/app/(landing)/components/lifecycle/components/lifecycle-icons/lifecycle-icons.tsx
+++ /dev/null
@@ -1,129 +0,0 @@
-import type { SVGProps } from 'react'
-
-/**
- * Isometric line-art icons for the lifecycle axes - Build, Deploy, Monitor.
- *
- * Each icon is built from one primitive: an {@link IsoBox} described in screen
- * space (a top rhombus of half-width `w` extruded down by height `h`). Because a
- * box is centered on `cx` by construction, symmetric arrangements are trivial,
- * and every visible face is filled with `var(--bg)` so a nearer box cleanly
- * occludes the edges of one behind it - the wireframe technique that keeps the
- * forms readable without shading. Draw boxes far → near.
- *
- * All three share the 132×120 viewBox and inherit color from `currentColor`, so
- * the section sets one tone (`--text-muted`) and the strokes follow. Purely
- * decorative - the parent marks each `aria-hidden`.
- */
-
-const VIEW = { w: 132, h: 120 } as const
-
-interface IsoBoxSpec {
-  /** Horizontal center of the box (screen px). */
-  cx: number
-  /** Vertical center of the top rhombus (screen px). */
-  topY: number
-  /** Half-width of the top rhombus; its half-height is `w / 2` (isometric). */
-  w: number
-  /** Vertical extrusion height. */
-  h: number
-}
-
-/** The three visible faces of an isometric box as SVG path `d` strings. */
-function isoFaces({ cx, topY, w, h }: IsoBoxSpec) {
-  const rh = w / 2
-  const back = `${cx},${topY - rh}`
-  const right = `${cx + w},${topY}`
-  const front = `${cx},${topY + rh}`
-  const left = `${cx - w},${topY}`
-  const leftB = `${cx - w},${topY + h}`
-  const frontB = `${cx},${topY + rh + h}`
-  const rightB = `${cx + w},${topY + h}`
-  return {
-    top: `M${back} L${right} L${front} L${left} Z`,
-    left: `M${left} L${front} L${frontB} L${leftB} Z`,
-    right: `M${right} L${front} L${frontB} L${rightB} Z`,
-  }
-}
-
-function IsoBox(spec: IsoBoxSpec) {
-  const { top, left, right } = isoFaces(spec)
-  return (
-    <>
-      <path d={left} />
-      <path d={right} />
-      <path d={top} />
-    </>
-  )
-}
-
-type IconProps = SVGProps<SVGSVGElement>
-
-function IconFrame({ children, ...props }: IconProps) {
-  return (
-    <svg
-      width={VIEW.w}
-      height={VIEW.h}
-      viewBox={`0 0 ${VIEW.w} ${VIEW.h}`}
-      fill='none'
-      aria-hidden='true'
-      {...props}
-    >
-      <g
-        fill='var(--bg)'
-        stroke='currentColor'
-        strokeWidth={1.2}
-        strokeLinejoin='round'
-        strokeLinecap='round'
-      >
-        {children}
-      </g>
-    </svg>
-  )
-}
-
-/** Build - a block descending onto a stack of layers, as if assembling an agent. */
-export function BuildIcon(props: IconProps) {
-  return (
-    <IconFrame {...props}>
-      <IsoBox cx={66} topY={78} w={24} h={7} />
-      <IsoBox cx={66} topY={67} w={24} h={7} />
-      <IsoBox cx={66} topY={56} w={24} h={7} />
-      <IsoBox cx={66} topY={36} w={24} h={7} />
-      <path d='M66,31 L75,36 L66,41 L57,36 Z' fill='none' opacity={0.6} />
-    </IconFrame>
-  )
-}
-
-/** Deploy - instances shipping out: a tall unit flanked by two smaller cubes. */
-export function DeployIcon(props: IconProps) {
-  return (
-    <IconFrame {...props}>
-      <IsoBox cx={66} topY={46} w={18} h={28} />
-      <IsoBox cx={44} topY={64} w={14} h={18} />
-      <IsoBox cx={88} topY={64} w={14} h={18} />
-      <circle cx={66} cy={42} r={1.3} fill='currentColor' stroke='none' />
-      <circle cx={44} cy={61} r={1.3} fill='currentColor' stroke='none' />
-      <circle cx={88} cy={61} r={1.3} fill='currentColor' stroke='none' />
-    </IconFrame>
-  )
-}
-
-const MONITOR_BARS = [
-  { x: 44, ground: 86, h: 18 },
-  { x: 55, ground: 80.5, h: 30 },
-  { x: 66, ground: 75, h: 22 },
-  { x: 77, ground: 69.5, h: 38 },
-  { x: 88, ground: 64, h: 28 },
-] as const
-
-/** Monitor - a run of metric bars receding into the distance, like a live chart. */
-export function MonitorIcon(props: IconProps) {
-  return (
-    <IconFrame {...props}>
-      {/* Far → near so nearer bars occlude the ones behind them. */}
-      {[...MONITOR_BARS].reverse().map((bar) => (
-        <IsoBox key={bar.x} cx={bar.x} topY={bar.ground - bar.h} w={5} h={bar.h} />
-      ))}
-    </IconFrame>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/lifecycle/index.ts b/apps/sim/app/(landing)/components/lifecycle/index.ts
deleted file mode 100644
index bc583bf7680..00000000000
--- a/apps/sim/app/(landing)/components/lifecycle/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { Lifecycle } from './lifecycle'
diff --git a/apps/sim/app/(landing)/components/lifecycle/lifecycle.tsx b/apps/sim/app/(landing)/components/lifecycle/lifecycle.tsx
deleted file mode 100644
index 1c767b2983c..00000000000
--- a/apps/sim/app/(landing)/components/lifecycle/lifecycle.tsx
+++ /dev/null
@@ -1,83 +0,0 @@
-import type { ComponentType, SVGProps } from 'react'
-import {
-  BuildIcon,
-  DeployIcon,
-  MonitorIcon,
-} from '@/app/(landing)/components/lifecycle/components/lifecycle-icons'
-
-/**
- * Landing lifecycle - the three axes along which teams use Sim: build, deploy,
- * monitor. A split-statement `<h2>` (headline color + body color, matching the
- * features header) tops a three-column grid; each column pairs an isometric
- * line-art icon with an `<h3>` axis title and a one-line description.
- *
- * The columns carry a left hairline (`--border`) for the technical, reference-
- * style rhythm; the icon area is `flex-1` so the three titles bottom-align
- * regardless of icon height. Icons inherit `--text-muted` via `currentColor`.
- *
- * Inter-section spacing is owned by the `<main>` flex `gap` in `landing.tsx`;
- * this section carries no vertical padding. Horizontal padding (`px-20`) matches
- * the navbar and hero so the headline starts on the wordmark's line, and the
- * section is capped and centered at the shared `max-w-[1460px]`. First
- * section after the hero, above {@link Features}.
- */
-
-interface Axis {
-  title: string
-  description: string
-  Icon: ComponentType<SVGProps<SVGSVGElement>>
-}
-
-const AXES: Axis[] = [
-  {
-    title: 'Build',
-    description:
-      'Build agents visually, in natural language, or with code, wiring up any model and 1,000+ integrations.',
-    Icon: BuildIcon,
-  },
-  {
-    title: 'Deploy',
-    description:
-      'Ship agents to production as APIs, Slack bots, or scheduled jobs, live in a click.',
-    Icon: DeployIcon,
-  },
-  {
-    title: 'Monitor',
-    description: 'Trace every run block by block, with full logs of what each agent did and why.',
-    Icon: MonitorIcon,
-  },
-]
-
-export function Lifecycle() {
-  return (
-    <section
-      id='lifecycle'
-      aria-labelledby='lifecycle-heading'
-      className='mx-auto w-full max-w-[1460px] px-20'
-    >
-      <h2 id='lifecycle-heading' className='max-w-[1200px] text-balance text-[32px] leading-[1.3]'>
-        <span className='text-[var(--text-primary)]'>From idea to production.</span>{' '}
-        <span className='text-[var(--text-body)]'>
-          Build agents, deploy them, and monitor every run, all in one workspace.
-        </span>
-      </h2>
-
-      <ul className='mt-20 grid grid-cols-3 gap-12'>
-        {AXES.map(({ title, description, Icon }) => (
-          <li
-            key={title}
-            className='flex flex-col border-[var(--border)] border-l pl-8 text-[var(--text-muted)]'
-          >
-            <div className='flex flex-1 items-center justify-center py-10'>
-              <Icon />
-            </div>
-            <h3 className='text-[18px] text-[var(--text-primary)]'>{title}</h3>
-            <p className='mt-2 max-w-[300px] text-[15px] text-[var(--text-body)] leading-[1.5]'>
-              {description}
-            </p>
-          </li>
-        ))}
-      </ul>
-    </section>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/logo-shell/logo-shell.tsx b/apps/sim/app/(landing)/components/logo-shell/logo-shell.tsx
index 64c25cbc09d..6442ab1b77c 100644
--- a/apps/sim/app/(landing)/components/logo-shell/logo-shell.tsx
+++ b/apps/sim/app/(landing)/components/logo-shell/logo-shell.tsx
@@ -1,16 +1,14 @@
 import type { ReactNode } from 'react'
 import { cn } from '@sim/emcn'
-import Link from 'next/link'
 import { DesktopTitleBarLane } from '@/app/_shell/desktop-title-bar'
-import { LogoMark, SimWordmark } from '@/app/(landing)/components/navbar/components'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
+import { LogoMark } from '@/app/(landing)/components/navbar/components/logo-mark'
+import { SimWordmark } from '@/app/(landing)/components/navbar/components/sim-wordmark'
 
 /**
- * The canonical light, logo-only page frame - a Sim wordmark linking home, no
- * marketing menus, on the platform's light tokens (the `light` class pins
- * light mode regardless of visitor theme). It is the shared base for every
- * surface that wants minimal chrome: the global 404, and the `(interfaces)`
- * group (which adds a support footer). The `(auth)` group uses its own
- * `AuthShell` with the same look.
+ * Logo-only page frame shared by status pages and public interfaces. Interfaces
+ * default to light tokens; status pages inherit the active theme. The home link
+ * uses document navigation so marketing initializes its own theme store.
  *
  * Children decide their own layout: pass `center` for a single centered column
  * (404 message, simple gates); omit it for full-width content (the live chat
@@ -23,19 +21,26 @@ interface LogoShellProps {
   center?: boolean
   /** Optional footer rendered after the content (e.g. a support footer). */
   footer?: ReactNode
+  /** Status pages follow the active theme; public interfaces retain their light appearance. */
+  theme?: 'light' | 'inherit'
 }
 
-export function LogoShell({ children, center = false, footer }: LogoShellProps) {
+export function LogoShell({ children, center = false, footer, theme = 'light' }: LogoShellProps) {
   return (
-    <div className='light desktop-title-bar-page relative flex flex-col bg-[var(--bg)] text-[var(--text-primary)]'>
+    <div
+      className={cn(
+        'desktop-title-bar-page relative flex flex-col bg-[var(--bg)] text-[var(--text-primary)]',
+        theme === 'light' && 'light'
+      )}
+    >
       <DesktopTitleBarLane />
       <header>
-        <nav className='mx-auto flex w-full max-w-[1460px] items-center px-20 py-4 max-sm:px-5 max-lg:px-8'>
-          <Link href='/' aria-label='Sim home' className='flex h-[30px] items-center'>
+        <nav className={cn('flex items-center py-4', LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+          <a href='/' aria-label='Sim home' className='flex h-[30px] items-center'>
             <LogoMark>
               <SimWordmark />
             </LogoMark>
-          </Link>
+          </a>
         </nav>
       </header>
       <main
diff --git a/apps/sim/app/(landing)/components/logos/index.ts b/apps/sim/app/(landing)/components/logos/index.ts
index 544803cbab3..abd46075407 100644
--- a/apps/sim/app/(landing)/components/logos/index.ts
+++ b/apps/sim/app/(landing)/components/logos/index.ts
@@ -1 +1 @@
-export { Logos } from './logos'
+export { LOGOS, type Logo, Logos, MUTED_MARK } from './logos'
diff --git a/apps/sim/app/(landing)/components/logos/logos.tsx b/apps/sim/app/(landing)/components/logos/logos.tsx
index c8aa37cedcb..7e40d3ea9bf 100644
--- a/apps/sim/app/(landing)/components/logos/logos.tsx
+++ b/apps/sim/app/(landing)/components/logos/logos.tsx
@@ -1,3 +1,4 @@
+import { cn } from '@sim/emcn'
 import Image from 'next/image'
 
 /**
@@ -19,8 +20,26 @@ import Image from 'next/image'
 /** In the hero card grid the wordmarks render smaller than their optical row size. */
 const GRID_ICON_SCALE = 0.85
 
+/** Homepage proof row - slightly larger so customer marks carry more visual authority. */
+const PROOF_ICON_SCALE = 1.6
+
+/**
+ * Muted proof marks: flatten to a single ink, then drop opacity so they read
+ * as light-to-medium gray against `--bg` without hex recoloring. On the dark
+ * ground the flattened ink inverts to white first, so the same opacity reads
+ * as medium gray there too. Grid cards and other row consumers stay
+ * full-contrast.
+ */
+export const MUTED_MARK = 'brightness-0 opacity-40 dark:invert'
+
+/**
+ * Full-contrast marks keep their own ink on the light ground; on the dark
+ * ground that ink would vanish into the surface, so they flatten to white.
+ */
+const FULL_MARK = 'dark:brightness-0 dark:invert'
+
 /** A single customer wordmark with the dimensions that keep it optically balanced. */
-interface Logo {
+export interface Logo {
   /** Accessible company name, used as the image `alt`. */
   name: string
   /** Path to the SVG wordmark under `/public`. */
@@ -36,7 +55,7 @@ interface Logo {
  * them 3-up (Rivian|VW, eXp Realty, Artie) with the remaining two
  * (thinkproject, Mobile Health) centered beneath.
  */
-const LOGOS: readonly Logo[] = [
+export const LOGOS: readonly Logo[] = [
   {
     name: 'Rivian | Volkswagen Group Technologies',
     src: '/landing/logos/rivian-vw.svg',
@@ -59,6 +78,9 @@ const LOGOS: readonly Logo[] = [
   },
 ] as const
 
+type LogosSize = 'default' | 'display' | 'proof'
+type LogosTone = 'default' | 'muted'
+
 interface LogosProps {
   /**
    * Layout intent.
@@ -76,6 +98,37 @@ interface LogosProps {
    * - `row` - the platform page's single centered row of bare wordmarks.
    */
   layout: 'grid' | 'row'
+  /**
+   * Optical scale for the `row` layout. `display` is a large proof wall.
+   * The proof size is slightly larger than the default row, with a wider
+   * distribution so five marks read as established customer proof.
+   */
+  size?: LogosSize
+  /**
+   * Color treatment for `row` layouts. `muted` lightens wordmarks toward a
+   * Harvey-style gray; `grid` ignores this so platform cards stay full-contrast.
+   */
+  tone?: LogosTone
+}
+
+function rowHeight(size: LogosSize, opticalHeight: number): number {
+  if (size === 'display') {
+    return Math.round(opticalHeight * 1.75)
+  }
+  if (size === 'proof') {
+    return Math.round(opticalHeight * PROOF_ICON_SCALE)
+  }
+  return opticalHeight
+}
+
+function rowClassName(size: LogosSize): string {
+  if (size === 'display') {
+    return 'flex flex-wrap items-center justify-center gap-x-16 gap-y-10 max-sm:gap-x-10'
+  }
+  if (size === 'proof') {
+    return 'flex w-full max-w-[1280px] flex-wrap items-center justify-between gap-x-6 gap-y-10 max-sm:gap-x-8 max-sm:gap-y-8 max-xl:justify-center max-xl:gap-x-12'
+  }
+  return 'flex flex-wrap items-center justify-center gap-x-24 gap-y-12'
 }
 
 /**
@@ -86,26 +139,30 @@ interface LogosProps {
  * way a logo scales down to fit when it would otherwise overflow
  * (`max-w-full h-auto`), so wide marks never break the box.
  */
-export function Logos({ layout }: LogosProps) {
+export function Logos({ layout, size = 'default', tone = 'default' }: LogosProps) {
   const isGrid = layout === 'grid'
+  const isMuted = !isGrid && tone === 'muted'
+  const isProof = !isGrid && size === 'proof'
   return (
     <ul
-      aria-label='Companies building AI agents with Sim'
+      aria-label='Companies building and governing AI agents with Sim'
       className={
-        isGrid
-          ? 'flex w-[564px] flex-wrap justify-center gap-3 max-xl:w-full'
-          : 'flex flex-wrap items-center justify-center gap-x-24 gap-y-12'
+        isGrid ? 'flex w-[564px] flex-wrap justify-center gap-3 max-xl:w-full' : rowClassName(size)
       }
     >
       {LOGOS.map((logo) => {
-        const height = isGrid ? Math.round(logo.height * GRID_ICON_SCALE) : logo.height
+        const height = isGrid
+          ? Math.round(logo.height * GRID_ICON_SCALE)
+          : rowHeight(size, logo.height)
         return (
           <li
             key={logo.name}
             className={
               isGrid
                 ? 'flex h-24 w-[180px] items-center justify-center rounded-lg border border-[var(--border-1)] bg-[var(--surface-1)] px-3 max-sm:w-[calc(50%-0.375rem)] max-xl:w-[calc(33.333%-0.5rem)]'
-                : undefined
+                : isProof
+                  ? 'max-sm:flex max-sm:basis-[calc(50%-1rem)] max-sm:items-center max-sm:justify-center max-sm:first:basis-full'
+                  : undefined
             }
           >
             <Image
@@ -113,7 +170,10 @@ export function Logos({ layout }: LogosProps) {
               alt={logo.name}
               height={height}
               width={Math.round(height * logo.aspect)}
-              className={isGrid ? 'h-auto max-w-full object-contain' : undefined}
+              className={cn(
+                (isGrid || isProof) && 'h-auto max-w-full object-contain',
+                isMuted ? MUTED_MARK : FULL_MARK
+              )}
             />
           </li>
         )
diff --git a/apps/sim/app/(landing)/components/mothership/components/iso-marks/goo-defs.tsx b/apps/sim/app/(landing)/components/mothership/components/iso-marks/goo-defs.tsx
deleted file mode 100644
index e607c3b122e..00000000000
--- a/apps/sim/app/(landing)/components/mothership/components/iso-marks/goo-defs.tsx
+++ /dev/null
@@ -1,41 +0,0 @@
-/**
- * Shared SVG `<defs>` for the iso goo-mark family: the brand radial gradient
- * (`#2C2C2C` center → `#5F5F5F` edge) and the metaball goo filter. The iso marks
- * pass a lower `gooFusion` (0.8) so the wireframes stay crisp while still fusing
- * softly at the joints.
- */
-interface GooDefsProps {
-  gradId: string
-  gooId: string
-  gooFusion?: number
-  /** Gradient stops + radial position - default to the locked brand recipe. */
-  from?: string
-  to?: string
-  cx?: number
-  cy?: number
-  r?: number
-}
-
-export function GooDefs({
-  gradId,
-  gooId,
-  gooFusion = 1.5,
-  from = '#2C2C2C',
-  to = '#5F5F5F',
-  cx = 50,
-  cy = 50,
-  r = 44,
-}: GooDefsProps) {
-  return (
-    <defs>
-      <radialGradient id={gradId} gradientUnits='userSpaceOnUse' cx={cx} cy={cy} r={r}>
-        <stop stopColor={from} />
-        <stop offset='1' stopColor={to} />
-      </radialGradient>
-      <filter id={gooId} x='-25%' y='-25%' width='150%' height='150%'>
-        <feGaussianBlur in='SourceGraphic' stdDeviation={gooFusion} result='b' />
-        <feColorMatrix in='b' type='matrix' values='1 0 0 0 0  0 1 0 0 0  0 0 1 0 0  0 0 0 20 -9' />
-      </filter>
-    </defs>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/mothership/components/iso-marks/index.ts b/apps/sim/app/(landing)/components/mothership/components/iso-marks/index.ts
deleted file mode 100644
index d08e1cc7e12..00000000000
--- a/apps/sim/app/(landing)/components/mothership/components/iso-marks/index.ts
+++ /dev/null
@@ -1,16 +0,0 @@
-export {
-  IsoBuildIllustration,
-  type IsoBuildIllustrationProps,
-} from '@/app/(landing)/components/mothership/components/iso-marks/iso-build-illustration'
-export {
-  IsoIngestIllustration,
-  type IsoIngestIllustrationProps,
-} from '@/app/(landing)/components/mothership/components/iso-marks/iso-ingest-illustration'
-export {
-  IsoIntegrateIllustration,
-  type IsoIntegrateIllustrationProps,
-} from '@/app/(landing)/components/mothership/components/iso-marks/iso-integrate-illustration'
-export {
-  IsoMonitorIllustration,
-  type IsoMonitorIllustrationProps,
-} from '@/app/(landing)/components/mothership/components/iso-marks/iso-monitor-illustration'
diff --git a/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-build-illustration.tsx b/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-build-illustration.tsx
deleted file mode 100644
index 1a605b3ddb6..00000000000
--- a/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-build-illustration.tsx
+++ /dev/null
@@ -1,221 +0,0 @@
-import { cn } from '@sim/emcn'
-import {
-  createIsoLineProps,
-  ISO_FILL_HIGH,
-  ISO_FILL_LOW,
-  ISO_FILL_MID,
-  ISO_STROKE,
-} from '@/components/iso/iso-illustration-style'
-
-export interface IsoBuildIllustrationProps {
-  size?: number
-  className?: string
-}
-
-const STROKE_PAINT = ISO_STROKE
-
-const LINE_PROPS = createIsoLineProps(STROKE_PAINT, undefined, 'iso-build-line')
-
-/** Isometric tile module the floor grid and the columns are built on. */
-const TILE_WIDTH = 38
-const TILE_HEIGHT = 21.94
-
-const FLOOR_PANEL_PATH = 'M0.00 -131.64 L228.00 0.00 L0.00 131.64 L-228.00 0.00 Z'
-
-/** Floor grid lines, split by the axis they animate along. */
-const GRID_LINES_Y = [
-  'M38.00 -109.70 L-190.00 21.94',
-  'M76.00 -87.76 L-152.00 43.88',
-  'M114.00 -65.82 L-114.00 65.82',
-  'M152.00 -43.88 L-76.00 87.76',
-  'M190.00 -21.94 L-38.00 109.70',
-] as const
-
-const GRID_LINES_X = [
-  'M-38.00 -109.70 L190.00 21.94',
-  'M-76.00 -87.76 L152.00 43.88',
-  'M-114.00 -65.82 L114.00 65.82',
-  'M-152.00 -43.88 L76.00 87.76',
-  'M-190.00 -21.94 L38.00 109.70',
-] as const
-
-/**
- * The 16 columns, in painter's order (back to front), as `{ cx, topY, height }`
- * where `topY` is the centre of the column's top rhombus and `height` is its
- * downward extrusion. Tuned to the supplied "skyline" arrangement.
- */
-const COLUMNS = [
-  { cx: 152, topY: 0, height: 21.94 },
-  { cx: 0, topY: -153.57, height: 43.88 },
-  { cx: 76, topY: -153.57, height: 87.76 },
-  { cx: 114, topY: -87.76, height: 43.88 },
-  { cx: -38, topY: -109.7, height: 21.94 },
-  { cx: 0, topY: -76.79, height: 10.97 },
-  { cx: -190, topY: -10.97, height: 10.97 },
-  { cx: -152, topY: 10.97, height: 10.97 },
-  { cx: -38, topY: -10.97, height: 10.97 },
-  { cx: 38, topY: -10.97, height: 10.97 },
-  { cx: 0, topY: 10.97, height: 10.97 },
-  { cx: 76, topY: -21.94, height: 43.88 },
-  { cx: 38, topY: 10.97, height: 32.91 },
-  { cx: 0, topY: 43.88, height: 21.94 },
-  { cx: 76, topY: 43.88, height: 21.94 },
-  { cx: 0, topY: 98.73, height: 10.97 },
-] as const
-
-const svgNumber = (value: number) => value.toFixed(2)
-
-interface ColumnFaces {
-  top: string
-  left: string
-  right: string
-}
-
-const getColumnFaces = (cx: number, topY: number, height: number): ColumnFaces => {
-  const baseY = topY + height
-
-  return {
-    top: `M${svgNumber(cx)} ${svgNumber(topY - TILE_HEIGHT)} L${svgNumber(cx + TILE_WIDTH)} ${svgNumber(topY)} L${svgNumber(cx)} ${svgNumber(topY + TILE_HEIGHT)} L${svgNumber(cx - TILE_WIDTH)} ${svgNumber(topY)} Z`,
-    left: `M${svgNumber(cx - TILE_WIDTH)} ${svgNumber(topY)} L${svgNumber(cx)} ${svgNumber(topY + TILE_HEIGHT)} L${svgNumber(cx)} ${svgNumber(baseY + TILE_HEIGHT)} L${svgNumber(cx - TILE_WIDTH)} ${svgNumber(baseY)} Z`,
-    right: `M${svgNumber(cx + TILE_WIDTH)} ${svgNumber(topY)} L${svgNumber(cx)} ${svgNumber(topY + TILE_HEIGHT)} L${svgNumber(cx)} ${svgNumber(baseY + TILE_HEIGHT)} L${svgNumber(cx + TILE_WIDTH)} ${svgNumber(baseY)} Z`,
-  }
-}
-
-/**
- * Inline supplied illustration for the Build area - a column "skyline" rising
- * off an isometric floor grid. The two grid axes drift along their own diagonal
- * on a slow loop (the live-construction read); hovering redraws every contour
- * from zero. Pure CSS, so this stays a server component.
- */
-export function IsoBuildIllustration({ size = 176, className }: IsoBuildIllustrationProps) {
-  return (
-    <svg
-      viewBox='-263.2717227504693 -263.2717227504693 526.5434455009386 526.5434455009386'
-      fill='none'
-      xmlns='http://www.w3.org/2000/svg'
-      width={size}
-      height={size}
-      aria-hidden={true}
-      focusable='false'
-      className={cn('iso-build-illustration block max-w-none shrink-0', className)}
-    >
-      <style>
-        {`
-          .iso-build-line {
-            stroke-dasharray: 1;
-            stroke-dashoffset: 0;
-          }
-
-          @media (prefers-reduced-motion: no-preference) {
-            [data-build-axis='y'] {
-              animation: iso-build-grid-flow-y 6200ms cubic-bezier(0.37, 0, 0.22, 1) infinite;
-            }
-
-            [data-build-axis='x'] {
-              animation: iso-build-grid-flow-x 6200ms cubic-bezier(0.37, 0, 0.22, 1) infinite;
-            }
-          }
-
-          .iso-build-illustration:hover .iso-build-line {
-            animation: iso-build-line-draw 900ms cubic-bezier(0.23, 1, 0.32, 1) both;
-          }
-
-          .iso-build-illustration:hover [data-build-layer='grid'] .iso-build-line {
-            animation-delay: 0ms;
-          }
-
-          .iso-build-illustration:hover [data-build-layer='columns'] .iso-build-line {
-            animation-delay: 105ms;
-          }
-
-          @keyframes iso-build-line-draw {
-            from {
-              stroke-dashoffset: 1;
-            }
-
-            to {
-              stroke-dashoffset: 0;
-            }
-          }
-
-          @keyframes iso-build-grid-flow-y {
-            0%,
-            100% {
-              transform: translate(0, 0);
-            }
-
-            50% {
-              transform: translate(-6px, 3.5px);
-            }
-          }
-
-          @keyframes iso-build-grid-flow-x {
-            0%,
-            100% {
-              transform: translate(0, 0);
-            }
-
-            50% {
-              transform: translate(6px, 3.5px);
-            }
-          }
-
-          @media (prefers-reduced-motion: reduce) {
-            [data-build-axis='y'],
-            [data-build-axis='x'],
-            .iso-build-illustration:hover .iso-build-line {
-              animation: none;
-            }
-          }
-        `}
-      </style>
-      <defs>
-        <clipPath id='iso-build-floor-clip'>
-          <path d={FLOOR_PANEL_PATH} />
-        </clipPath>
-        <filter id='iso-build-line-connection' x='-100%' y='-100%' width='300%' height='300%'>
-          <feGaussianBlur in='SourceGraphic' stdDeviation='1' result='b' />
-          <feColorMatrix
-            in='b'
-            type='matrix'
-            values='1 0 0 0 0  0 1 0 0 0  0 0 1 0 0  0 0 0 20 -7.2'
-            result='goo'
-          />
-          <feComposite in='SourceGraphic' in2='goo' operator='over' />
-        </filter>
-      </defs>
-      <g filter='url(#iso-build-line-connection)'>
-        <g data-build-layer='grid' pointerEvents='none'>
-          <path d={FLOOR_PANEL_PATH} fill={ISO_FILL_HIGH} stroke='none' pointerEvents='none' />
-          <g clipPath='url(#iso-build-floor-clip)'>
-            <g data-build-axis='y'>
-              {GRID_LINES_Y.map((path) => (
-                <path key={path} d={path} {...LINE_PROPS} strokeLinecap='butt' />
-              ))}
-            </g>
-            <g data-build-axis='x'>
-              {GRID_LINES_X.map((path) => (
-                <path key={path} d={path} {...LINE_PROPS} strokeLinecap='butt' />
-              ))}
-            </g>
-          </g>
-          <path d={FLOOR_PANEL_PATH} {...LINE_PROPS} strokeLinejoin='miter' />
-        </g>
-        <g data-build-layer='columns' pointerEvents='none'>
-          {COLUMNS.map((column) => {
-            const faces = getColumnFaces(column.cx, column.topY, column.height)
-            const key = `${column.cx}:${column.topY}:${column.height}`
-
-            return (
-              <g key={key} pointerEvents='none'>
-                <path d={faces.left} {...LINE_PROPS} fill={ISO_FILL_LOW} />
-                <path d={faces.right} {...LINE_PROPS} fill={ISO_FILL_MID} />
-                <path d={faces.top} {...LINE_PROPS} fill={ISO_FILL_HIGH} />
-              </g>
-            )
-          })}
-        </g>
-      </g>
-    </svg>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-ingest-illustration.tsx b/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-ingest-illustration.tsx
deleted file mode 100644
index 92289a3972d..00000000000
--- a/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-ingest-illustration.tsx
+++ /dev/null
@@ -1,323 +0,0 @@
-import { cn } from '@sim/emcn'
-import {
-  createIsoLineProps,
-  ISO_FILL_PROPS as FILL_PROPS,
-  ISO_FILL_HIGH,
-  ISO_FILL_LOW,
-  ISO_FILL_MID,
-  ISO_FILL_PULSE_HIGH,
-  ISO_FILL_PULSE_LOW,
-  ISO_FILL_PULSE_MID,
-  ISO_STROKE,
-} from '@/components/iso/iso-illustration-style'
-
-export interface IsoIngestIllustrationProps {
-  size?: number
-  className?: string
-}
-
-const STROKE_PAINT = ISO_STROKE
-
-const LINE_PROPS = createIsoLineProps(STROKE_PAINT, undefined, 'iso-ingest-line')
-
-/**
- * Inline supplied illustration for the Context area - a central store
- * cube whose three faces cycle fills like data loading in, flanked by a back
- * slab and two outline "context source" glyphs. Hovering spreads the sources
- * away from the core and redraws every contour from zero.
- */
-export function IsoIngestIllustration({ size = 168, className }: IsoIngestIllustrationProps) {
-  return (
-    <svg
-      viewBox='-263.2717227504693 -263.2717227504693 526.5434455009386 526.5434455009386'
-      fill='none'
-      xmlns='http://www.w3.org/2000/svg'
-      width={size}
-      height={size}
-      aria-hidden={true}
-      focusable='false'
-      className={cn('iso-ingest-illustration block max-w-none shrink-0', className)}
-    >
-      <style>
-        {`
-          .iso-ingest-line {
-            stroke-dasharray: 1;
-            stroke-dashoffset: 0;
-          }
-
-          .iso-ingest-back-panel,
-          .iso-ingest-left-context,
-          .iso-ingest-right-context,
-          .iso-ingest-center-face {
-            transform-box: fill-box;
-            transform-origin: center;
-          }
-
-          .iso-ingest-center-face {
-            will-change: fill;
-          }
-
-          @media (prefers-reduced-motion: no-preference) {
-            .iso-ingest-back-panel,
-            .iso-ingest-left-context,
-            .iso-ingest-right-context {
-              transition: transform 760ms cubic-bezier(0.16, 1, 0.3, 1);
-              will-change: transform;
-            }
-
-            .iso-ingest-illustration:hover .iso-ingest-back-panel {
-              transform: translate(18px, -11px);
-            }
-
-            .iso-ingest-illustration:hover .iso-ingest-left-context {
-              transform: translate(-26px, 13px);
-            }
-
-            .iso-ingest-illustration:hover .iso-ingest-right-context {
-              transform: translate(26px, 13px);
-            }
-
-            .iso-ingest-center-face-top {
-              animation: iso-ingest-center-top-load 2300ms steps(1, end) infinite;
-            }
-
-            .iso-ingest-center-face-left {
-              animation: iso-ingest-center-left-load 1900ms steps(1, end) infinite;
-            }
-
-            .iso-ingest-center-face-right {
-              animation: iso-ingest-center-right-load 2700ms steps(1, end) infinite;
-            }
-          }
-
-          .iso-ingest-illustration:hover .iso-ingest-line {
-            animation: iso-ingest-line-draw 900ms cubic-bezier(0.23, 1, 0.32, 1) both;
-          }
-
-          .iso-ingest-illustration:hover [data-ingest-layer='storage-fills'] .iso-ingest-line {
-            animation-delay: 0ms;
-          }
-
-          .iso-ingest-illustration:hover [data-ingest-layer='storage-edges'] .iso-ingest-line {
-            animation-delay: 70ms;
-          }
-
-          .iso-ingest-illustration:hover [data-ingest-layer='storage-details'] .iso-ingest-line {
-            animation-delay: 160ms;
-          }
-
-          @keyframes iso-ingest-line-draw {
-            from {
-              stroke-dashoffset: 1;
-            }
-
-            to {
-              stroke-dashoffset: 0;
-            }
-          }
-
-          @keyframes iso-ingest-center-top-load {
-            0%,
-            18% {
-              fill: ${ISO_FILL_HIGH};
-            }
-
-            19%,
-            43% {
-              fill: ${ISO_FILL_PULSE_MID};
-            }
-
-            44%,
-            68% {
-              fill: ${ISO_FILL_PULSE_LOW};
-            }
-
-            69%,
-            100% {
-              fill: ${ISO_FILL_HIGH};
-            }
-          }
-
-          @keyframes iso-ingest-center-left-load {
-            0%,
-            27% {
-              fill: ${ISO_FILL_LOW};
-            }
-
-            28%,
-            52% {
-              fill: ${ISO_FILL_PULSE_LOW};
-            }
-
-            53%,
-            79% {
-              fill: ${ISO_FILL_PULSE_HIGH};
-            }
-
-            80%,
-            100% {
-              fill: ${ISO_FILL_MID};
-            }
-          }
-
-          @keyframes iso-ingest-center-right-load {
-            0%,
-            22% {
-              fill: ${ISO_FILL_MID};
-            }
-
-            23%,
-            48% {
-              fill: ${ISO_FILL_PULSE_HIGH};
-            }
-
-            49%,
-            72% {
-              fill: ${ISO_FILL_PULSE_LOW};
-            }
-
-            73%,
-            100% {
-              fill: ${ISO_FILL_MID};
-            }
-          }
-
-          @media (prefers-reduced-motion: reduce) {
-            .iso-ingest-back-panel,
-            .iso-ingest-left-context,
-            .iso-ingest-right-context,
-            .iso-ingest-center-face,
-            .iso-ingest-illustration:hover .iso-ingest-line {
-              animation: none;
-              transition: none;
-            }
-          }
-        `}
-      </style>
-      <defs>
-        <filter id='iso-ingest-line-connection' x='-100%' y='-100%' width='300%' height='300%'>
-          <feGaussianBlur in='SourceGraphic' stdDeviation='1' result='b' />
-          <feColorMatrix
-            in='b'
-            type='matrix'
-            values='1 0 0 0 0  0 1 0 0 0  0 0 1 0 0  0 0 0 20 -7.2'
-            result='goo'
-          />
-          <feComposite in='SourceGraphic' in2='goo' operator='over' />
-        </filter>
-      </defs>
-      <g filter='url(#iso-ingest-line-connection)'>
-        <g data-ingest-layer='storage-fills' pointerEvents='none'>
-          <path
-            d='M44.30 -19.23 L183.46 61.12 Q189.88 64.82 189.88 57.41 L189.88 -103.28 Q189.88 -110.69 183.46 -114.40 L44.30 -194.74 Q37.88 -198.45 37.88 -191.04 L37.88 -30.34 Q37.88 -22.93 44.30 -19.23 Z'
-            {...FILL_PROPS}
-            className='iso-ingest-back-panel'
-            fill={ISO_FILL_LOW}
-          />
-          <path
-            d='M201.99 57.83 L196.30 61.12 Q189.88 64.82 189.88 57.41 L189.88 -103.28 Q189.88 -110.69 196.30 -114.40 L201.99 -117.68 Q208.41 -121.39 208.41 -113.98 L208.41 46.72 Q208.41 54.13 201.99 57.83 Z'
-            {...FILL_PROPS}
-            className='iso-ingest-back-panel'
-            fill={ISO_FILL_MID}
-          />
-          <path
-            d='M62.82 -205.44 L201.99 -125.09 Q208.41 -121.39 201.99 -117.68 L196.30 -114.40 Q189.88 -110.69 183.46 -114.40 L44.30 -194.74 Q37.88 -198.45 44.30 -202.15 L49.99 -205.44 Q56.41 -209.14 62.82 -205.44 Z'
-            {...FILL_PROPS}
-            className='iso-ingest-back-panel'
-            fill={ISO_FILL_HIGH}
-          />
-          <path
-            d='M-145.58 91.46 L-6.42 171.81 Q0.00 175.51 0.00 168.10 L0.00 7.41 Q0.00 -0.00 -6.42 -3.71 L-145.58 -84.05 Q-152.00 -87.76 -152.00 -80.35 L-152.00 80.35 Q-152.00 87.76 -145.58 91.46 Z'
-            {...FILL_PROPS}
-            className='iso-ingest-center-face iso-ingest-center-face-left'
-            fill={ISO_FILL_LOW}
-          />
-          <path
-            d='M145.58 91.46 L6.42 171.81 Q0.00 175.51 0.00 168.10 L0.00 7.41 Q0.00 -0.00 6.42 -3.71 L145.58 -84.05 Q152.00 -87.76 152.00 -80.35 L152.00 80.35 Q152.00 87.76 145.58 91.46 Z'
-            {...FILL_PROPS}
-            className='iso-ingest-center-face iso-ingest-center-face-right'
-            fill={ISO_FILL_MID}
-          />
-          <path
-            d='M6.42 -171.81 L145.58 -91.46 Q152.00 -87.76 145.58 -84.05 L6.42 -3.71 Q0.00 -0.00 -6.42 -3.71 L-145.58 -84.05 Q-152.00 -87.76 -145.58 -91.46 L-6.42 -171.81 Q0.00 -175.51 6.42 -171.81 Z'
-            {...FILL_PROPS}
-            className='iso-ingest-center-face iso-ingest-center-face-top'
-            fill={ISO_FILL_HIGH}
-          />
-        </g>
-        <g data-ingest-layer='storage-edges' pointerEvents='none'>
-          <path
-            d='M62.82 -29.92 L201.99 50.42 Q208.41 54.13 201.99 57.83 L196.30 61.12 Q189.88 64.82 183.46 61.12 L44.30 -19.23 Q37.88 -22.93 44.30 -26.64 L49.99 -29.92 Q56.41 -33.63 62.82 -29.92 Z'
-            {...LINE_PROPS}
-            className='iso-ingest-line iso-ingest-back-panel'
-          />
-          <path
-            d='M62.82 -205.44 L201.99 -125.09 Q208.41 -121.39 201.99 -117.68 L196.30 -114.40 Q189.88 -110.69 183.46 -114.40 L44.30 -194.74 Q37.88 -198.45 44.30 -202.15 L49.99 -205.44 Q56.41 -209.14 62.82 -205.44 Z'
-            {...LINE_PROPS}
-            className='iso-ingest-line iso-ingest-back-panel'
-          />
-          <path
-            d='M62.82 -29.92 L201.99 50.42 Q208.41 54.13 208.41 46.72 L208.41 -113.98 Q208.41 -121.39 201.99 -125.09 L62.82 -205.44 Q56.41 -209.14 56.41 -201.73 L56.41 -41.04 Q56.41 -33.63 62.82 -29.92 Z'
-            {...LINE_PROPS}
-            className='iso-ingest-line iso-ingest-back-panel'
-          />
-          <path
-            d='M44.30 -19.23 L183.46 61.12 Q189.88 64.82 189.88 57.41 L189.88 -103.28 Q189.88 -110.69 183.46 -114.40 L44.30 -194.74 Q37.88 -198.45 37.88 -191.04 L37.88 -30.34 Q37.88 -22.93 44.30 -19.23 Z'
-            {...LINE_PROPS}
-            className='iso-ingest-line iso-ingest-back-panel'
-          />
-          <path
-            d='M49.99 -29.92 L44.30 -26.64 Q37.88 -22.93 37.88 -30.34 L37.88 -191.04 Q37.88 -198.45 44.30 -202.15 L49.99 -205.44 Q56.41 -209.14 56.41 -201.73 L56.41 -41.04 Q56.41 -33.63 49.99 -29.92 Z'
-            {...LINE_PROPS}
-            className='iso-ingest-line iso-ingest-back-panel'
-          />
-          <path
-            d='M201.99 57.83 L196.30 61.12 Q189.88 64.82 189.88 57.41 L189.88 -103.28 Q189.88 -110.69 196.30 -114.40 L201.99 -117.68 Q208.41 -121.39 208.41 -113.98 L208.41 46.72 Q208.41 54.13 201.99 57.83 Z'
-            {...LINE_PROPS}
-            className='iso-ingest-line iso-ingest-back-panel'
-          />
-          <path
-            d='M6.42 3.70 L145.58 84.05 Q152.00 87.76 145.58 91.46 L6.42 171.81 Q0.00 175.51 -6.42 171.81 L-145.58 91.46 Q-152.00 87.76 -145.58 84.05 L-6.42 3.70 Q0.00 0.00 6.42 3.70 Z'
-            {...LINE_PROPS}
-          />
-          <path
-            d='M6.42 -171.81 L145.58 -91.46 Q152.00 -87.76 145.58 -84.05 L6.42 -3.71 Q0.00 -0.00 -6.42 -3.71 L-145.58 -84.05 Q-152.00 -87.76 -145.58 -91.46 L-6.42 -171.81 Q0.00 -175.51 6.42 -171.81 Z'
-            {...LINE_PROPS}
-          />
-          <path
-            d='M6.42 3.70 L145.58 84.05 Q152.00 87.76 152.00 80.35 L152.00 -80.35 Q152.00 -87.76 145.58 -91.46 L6.42 -171.81 Q0.00 -175.51 0.00 -168.10 L0.00 -7.41 Q0.00 0.00 6.42 3.70 Z'
-            {...LINE_PROPS}
-          />
-          <path
-            d='M-145.58 91.46 L-6.42 171.81 Q0.00 175.51 0.00 168.10 L0.00 7.41 Q0.00 -0.00 -6.42 -3.71 L-145.58 -84.05 Q-152.00 -87.76 -152.00 -80.35 L-152.00 80.35 Q-152.00 87.76 -145.58 91.46 Z'
-            {...LINE_PROPS}
-          />
-          <path
-            d='M-6.42 3.70 L-145.58 84.05 Q-152.00 87.76 -152.00 80.35 L-152.00 -80.35 Q-152.00 -87.76 -145.58 -91.46 L-6.42 -171.81 Q0.00 -175.51 0.00 -168.10 L0.00 -7.41 Q0.00 0.00 -6.42 3.70 Z'
-            {...LINE_PROPS}
-          />
-          <path
-            d='M145.58 91.46 L6.42 171.81 Q0.00 175.51 0.00 168.10 L0.00 7.41 Q0.00 -0.00 6.42 -3.71 L145.58 -84.05 Q152.00 -87.76 152.00 -80.35 L152.00 80.35 Q152.00 87.76 145.58 91.46 Z'
-            {...LINE_PROPS}
-          />
-        </g>
-        <g data-ingest-layer='storage-details' pointerEvents='none'>
-          <path
-            d='M75.88 132.29 C75.88 83.82 109.91 24.89 151.88 0.65 C193.86 -23.58 227.88 -3.94 227.88 44.53 C227.88 93.00 193.86 151.93 151.88 176.17 C109.91 200.40 75.88 180.75 75.88 132.29 Z'
-            {...LINE_PROPS}
-            className='iso-ingest-line iso-ingest-right-context'
-          />
-          <path
-            d='M-194.26 149.09 L-110.45 197.48 Q-77.54 216.48 -77.54 178.48 L-77.54 81.71 Q-77.54 43.71 -110.45 24.71 L-194.26 -23.68 Q-227.17 -42.68 -227.17 -4.68 L-227.17 92.09 Q-227.17 130.09 -194.26 149.09 Z'
-            {...LINE_PROPS}
-            className='iso-ingest-line iso-ingest-left-context'
-          />
-          <path
-            d='M-50.58 -122.45 L-44.42 -118.89 Q-38.00 -115.18 -44.42 -111.48 L-98.08 -80.49 Q-104.50 -76.79 -110.92 -80.49 L-117.08 -84.05 Q-123.50 -87.76 -117.08 -91.46 L-63.42 -122.45 Q-57.00 -126.15 -50.58 -122.45 Z'
-            {...LINE_PROPS}
-          />
-        </g>
-      </g>
-    </svg>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-integrate-illustration.tsx b/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-integrate-illustration.tsx
deleted file mode 100644
index 51f78761cd2..00000000000
--- a/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-integrate-illustration.tsx
+++ /dev/null
@@ -1,188 +0,0 @@
-import { cn } from '@sim/emcn'
-import {
-  createIsoLineProps,
-  ISO_FILL_HIGH,
-  ISO_FILL_LOW,
-  ISO_FILL_MID,
-  ISO_STROKE,
-} from '@/components/iso/iso-illustration-style'
-
-export interface IsoIntegrateIllustrationProps {
-  size?: number
-  className?: string
-}
-
-const STROKE_PAINT = ISO_STROKE
-
-const LINE_PROPS = createIsoLineProps(STROKE_PAINT, undefined, 'iso-integrate-line')
-
-/**
- * Inline supplied illustration for the Integrate area - a three-tier isometric
- * stack (a socket node up top, a connector port on each of the lower tiers).
- * The top and bottom tiers breathe toward the middle on a slow loop; hovering
- * redraws every contour from zero.
- */
-export function IsoIntegrateIllustration({ size = 172, className }: IsoIntegrateIllustrationProps) {
-  return (
-    <svg
-      viewBox='-263.2717227504693 -263.2717227504693 526.5434455009386 526.5434455009386'
-      fill='none'
-      xmlns='http://www.w3.org/2000/svg'
-      width={size}
-      height={size}
-      aria-hidden={true}
-      focusable='false'
-      className={cn('iso-integrate-illustration block max-w-none shrink-0', className)}
-    >
-      <style>
-        {`
-          .iso-integrate-line {
-            stroke-dasharray: 1;
-            stroke-dashoffset: 0;
-          }
-
-          [data-integrate-layer='top-plane'],
-          [data-integrate-layer='top-socket'],
-          [data-integrate-layer='bottom-plane'],
-          [data-integrate-layer='bottom-port'] {
-            transform-box: fill-box;
-            transform-origin: center;
-            will-change: transform;
-          }
-
-          @media (prefers-reduced-motion: no-preference) {
-            [data-integrate-layer='top-plane'],
-            [data-integrate-layer='top-socket'] {
-              animation: iso-integrate-top-float 5200ms cubic-bezier(0.37, 0, 0.22, 1) infinite;
-            }
-
-            [data-integrate-layer='bottom-plane'],
-            [data-integrate-layer='bottom-port'] {
-              animation: iso-integrate-bottom-float 5200ms cubic-bezier(0.37, 0, 0.22, 1) infinite;
-            }
-          }
-
-          .iso-integrate-illustration:hover .iso-integrate-line {
-            animation: iso-integrate-line-draw 900ms cubic-bezier(0.23, 1, 0.32, 1) both;
-          }
-
-          .iso-integrate-illustration:hover [data-integrate-layer='bottom-plane'] .iso-integrate-line,
-          .iso-integrate-illustration:hover [data-integrate-layer='bottom-port'] .iso-integrate-line {
-            animation-delay: 0ms;
-          }
-
-          .iso-integrate-illustration:hover [data-integrate-layer='middle-plane'] .iso-integrate-line,
-          .iso-integrate-illustration:hover [data-integrate-layer='middle-port'] .iso-integrate-line {
-            animation-delay: 75ms;
-          }
-
-          .iso-integrate-illustration:hover [data-integrate-layer='top-plane'] .iso-integrate-line,
-          .iso-integrate-illustration:hover [data-integrate-layer='top-socket'] .iso-integrate-line {
-            animation-delay: 150ms;
-          }
-
-          @keyframes iso-integrate-top-float {
-            0%,
-            16%,
-            100% {
-              transform: translateY(0);
-            }
-
-            44%,
-            64% {
-              transform: translateY(20px);
-            }
-          }
-
-          @keyframes iso-integrate-bottom-float {
-            0%,
-            16%,
-            100% {
-              transform: translateY(0);
-            }
-
-            44%,
-            64% {
-              transform: translateY(-20px);
-            }
-          }
-
-          @keyframes iso-integrate-line-draw {
-            from {
-              stroke-dashoffset: 1;
-            }
-
-            to {
-              stroke-dashoffset: 0;
-            }
-          }
-
-          @media (prefers-reduced-motion: reduce) {
-            [data-integrate-layer='top-plane'],
-            [data-integrate-layer='top-socket'],
-            [data-integrate-layer='bottom-plane'],
-            [data-integrate-layer='bottom-port'],
-            .iso-integrate-illustration:hover .iso-integrate-line {
-              animation: none;
-            }
-          }
-        `}
-      </style>
-      <defs>
-        <filter id='iso-integrate-line-connection' x='-100%' y='-100%' width='300%' height='300%'>
-          <feGaussianBlur in='SourceGraphic' stdDeviation='1' result='b' />
-          <feColorMatrix
-            in='b'
-            type='matrix'
-            values='1 0 0 0 0  0 1 0 0 0  0 0 1 0 0  0 0 0 20 -7.2'
-            result='goo'
-          />
-          <feComposite in='SourceGraphic' in2='goo' operator='over' />
-        </filter>
-      </defs>
-      <g filter='url(#iso-integrate-line-connection)'>
-        <g data-integrate-layer='bottom-plane' pointerEvents='none'>
-          <path
-            d='M32.91 19.00 L157.09 90.70 Q190.00 109.70 157.09 128.70 L32.91 200.39 Q0.00 219.39 -32.91 200.39 L-157.09 128.70 Q-190.00 109.70 -157.09 90.70 L-32.91 19.00 Q0.00 -0.00 32.91 19.00 Z'
-            {...LINE_PROPS}
-          />
-        </g>
-        <g data-integrate-layer='middle-plane' pointerEvents='none'>
-          <path
-            d='M32.91 -90.70 L157.09 -19.00 Q190.00 -0.00 157.09 19.00 L32.91 90.70 Q0.00 109.70 -32.91 90.70 L-157.09 19.00 Q-190.00 -0.00 -157.09 -19.00 L-32.91 -90.70 Q0.00 -109.70 32.91 -90.70 Z'
-            {...LINE_PROPS}
-            fill={ISO_FILL_LOW}
-          />
-        </g>
-        <g data-integrate-layer='middle-port' pointerEvents='none'>
-          <path
-            d='M111.45 -23.41 L135.55 -9.50 Q152.00 0.00 135.55 9.50 L120.95 17.92 Q104.50 27.42 88.05 17.92 L63.95 4.02 Q47.50 -5.48 63.95 -14.98 L78.55 -23.41 Q95.00 -32.91 111.45 -23.41 Z'
-            {...LINE_PROPS}
-            fill={ISO_FILL_MID}
-          />
-        </g>
-        <g data-integrate-layer='bottom-port' pointerEvents='none'>
-          <path
-            d='M-34.01 129.57 L28.08 165.42 Q44.53 174.92 28.08 184.42 L19.42 189.41 Q2.97 198.91 -13.49 189.41 L-75.58 153.56 Q-92.03 144.06 -75.58 134.56 L-66.92 129.57 Q-50.47 120.07 -34.01 129.57 Z'
-            {...LINE_PROPS}
-            fill={ISO_FILL_LOW}
-          />
-        </g>
-        <g data-integrate-layer='top-plane' pointerEvents='none'>
-          <path
-            d='M32.91 -200.39 L157.09 -128.70 Q190.00 -109.70 157.09 -90.70 L32.91 -19.00 Q0.00 -0.00 -32.91 -19.00 L-157.09 -90.70 Q-190.00 -109.70 -157.09 -128.70 L-32.91 -200.39 Q0.00 -219.39 32.91 -200.39 Z'
-            {...LINE_PROPS}
-            fill={ISO_FILL_MID}
-          />
-        </g>
-        <g data-integrate-layer='top-socket' pointerEvents='none'>
-          <path
-            d='M37.70 -129.63 C16.71 -117.51 -17.31 -117.51 -38.30 -129.63 C-59.29 -141.74 -59.29 -161.39 -38.30 -173.50 C-17.31 -185.62 16.71 -185.62 37.70 -173.50 C58.69 -161.39 58.69 -141.74 37.70 -129.63 Z'
-            {...LINE_PROPS}
-            fill={ISO_FILL_HIGH}
-          />
-        </g>
-      </g>
-    </svg>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-monitor-illustration.tsx b/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-monitor-illustration.tsx
deleted file mode 100644
index fb0b921308c..00000000000
--- a/apps/sim/app/(landing)/components/mothership/components/iso-marks/iso-monitor-illustration.tsx
+++ /dev/null
@@ -1,229 +0,0 @@
-import { cn } from '@sim/emcn'
-import {
-  createIsoLineProps,
-  ISO_FILL_HIGH,
-  ISO_FILL_LOW,
-  ISO_FILL_MID,
-  ISO_STROKE,
-} from '@/components/iso/iso-illustration-style'
-
-export interface IsoMonitorIllustrationProps {
-  size?: number
-  className?: string
-}
-
-const STROKE_PAINT = ISO_STROKE
-
-const LINE_PROPS = createIsoLineProps(STROKE_PAINT, undefined, 'iso-monitor-line')
-
-/**
- * Inline supplied illustration for the Monitor area - an isometric housing whose
- * lid and two side panels drift apart on a slow loop to reveal the stacked inner
- * plates (the "look inside every run" read). Hovering redraws every contour from
- * zero.
- */
-export function IsoMonitorIllustration({ size = 176, className }: IsoMonitorIllustrationProps) {
-  return (
-    <svg
-      viewBox='-263.2717227504693 -263.2717227504693 526.5434455009386 526.5434455009386'
-      fill='none'
-      xmlns='http://www.w3.org/2000/svg'
-      width={size}
-      height={size}
-      aria-hidden={true}
-      focusable='false'
-      className={cn('iso-monitor-illustration block max-w-none shrink-0', className)}
-    >
-      <style>
-        {`
-          .iso-monitor-line {
-            stroke-dasharray: 1;
-            stroke-dashoffset: 0;
-          }
-
-          .iso-monitor-separating-panel {
-            transform-box: fill-box;
-            transform-origin: center;
-            will-change: transform;
-          }
-
-          @media (prefers-reduced-motion: no-preference) {
-            .iso-monitor-panel-top {
-              animation: iso-monitor-panel-top-separate 5600ms cubic-bezier(0.37, 0, 0.22, 1) infinite;
-            }
-
-            .iso-monitor-panel-right {
-              animation: iso-monitor-panel-right-separate 5600ms cubic-bezier(0.37, 0, 0.22, 1) infinite;
-              animation-delay: 120ms;
-            }
-
-            .iso-monitor-panel-left {
-              animation: iso-monitor-panel-left-separate 5600ms cubic-bezier(0.37, 0, 0.22, 1) infinite;
-              animation-delay: 240ms;
-            }
-          }
-
-          .iso-monitor-illustration:hover .iso-monitor-line {
-            animation: iso-monitor-line-draw 900ms cubic-bezier(0.23, 1, 0.32, 1) both;
-          }
-
-          .iso-monitor-illustration:hover [data-monitor-layer='shadow-plane'] .iso-monitor-line,
-          .iso-monitor-illustration:hover [data-monitor-layer='base-bar'] .iso-monitor-line {
-            animation-delay: 0ms;
-          }
-
-          .iso-monitor-illustration:hover [data-monitor-layer='inner-low'] .iso-monitor-line,
-          .iso-monitor-illustration:hover [data-monitor-layer='inner-high'] .iso-monitor-line {
-            animation-delay: 70ms;
-          }
-
-          .iso-monitor-illustration:hover [data-monitor-layer='left-panel'] .iso-monitor-line,
-          .iso-monitor-illustration:hover [data-monitor-layer='right-panel'] .iso-monitor-line {
-            animation-delay: 140ms;
-          }
-
-          .iso-monitor-illustration:hover [data-monitor-layer='top-lid'] .iso-monitor-line {
-            animation-delay: 210ms;
-          }
-
-          @keyframes iso-monitor-line-draw {
-            from {
-              stroke-dashoffset: 1;
-            }
-
-            to {
-              stroke-dashoffset: 0;
-            }
-          }
-
-          @keyframes iso-monitor-panel-top-separate {
-            0%,
-            16%,
-            100% {
-              transform: translate(0, 0);
-            }
-
-            38%,
-            64% {
-              transform: translate(-9px, -18px);
-            }
-          }
-
-          @keyframes iso-monitor-panel-right-separate {
-            0%,
-            16%,
-            100% {
-              transform: translate(0, 0);
-            }
-
-            38%,
-            64% {
-              transform: translate(18px, -8px);
-            }
-          }
-
-          @keyframes iso-monitor-panel-left-separate {
-            0%,
-            16%,
-            100% {
-              transform: translate(0, 0);
-            }
-
-            38%,
-            64% {
-              transform: translate(-18px, 9px);
-            }
-          }
-
-          @media (prefers-reduced-motion: reduce) {
-            .iso-monitor-separating-panel,
-            .iso-monitor-illustration:hover .iso-monitor-line {
-              animation: none;
-            }
-          }
-        `}
-      </style>
-      <defs>
-        <filter id='iso-monitor-line-connection' x='-100%' y='-100%' width='300%' height='300%'>
-          <feGaussianBlur in='SourceGraphic' stdDeviation='1' result='b' />
-          <feColorMatrix
-            in='b'
-            type='matrix'
-            values='1 0 0 0 0  0 1 0 0 0  0 0 1 0 0  0 0 0 20 -7.2'
-            result='goo'
-          />
-          <feComposite in='SourceGraphic' in2='goo' operator='over' />
-        </filter>
-      </defs>
-      <g filter='url(#iso-monitor-line-connection)'>
-        <g data-monitor-layer='shadow-plane' pointerEvents='none'>
-          <path
-            d='M16.45 -34.38 L211.55 78.26 Q228.00 87.76 211.55 97.26 L16.45 209.89 Q0.00 219.39 -16.45 209.89 L-211.55 97.26 Q-228.00 87.76 -211.55 78.26 L-16.45 -34.38 Q0.00 -43.88 16.45 -34.38 Z'
-            {...LINE_PROPS}
-          />
-        </g>
-        <g data-monitor-layer='base-bar' pointerEvents='none'>
-          <path
-            d='M-186.71 89.66 L-3.29 195.55 Q0.00 197.45 0.00 193.65 L0.00 179.31 Q0.00 175.51 -3.29 173.61 L-186.71 67.72 Q-190.00 65.82 -190.00 69.62 L-190.00 83.96 Q-190.00 87.76 -186.71 89.66 Z'
-            {...LINE_PROPS}
-            fill={ISO_FILL_LOW}
-          />
-          <path
-            d='M186.71 89.66 L3.29 195.55 Q0.00 197.45 0.00 193.65 L0.00 179.31 Q0.00 175.51 3.29 173.61 L186.71 67.72 Q190.00 65.82 190.00 69.62 L190.00 83.96 Q190.00 87.76 186.71 89.66 Z'
-            {...LINE_PROPS}
-            fill={ISO_FILL_MID}
-          />
-          <path
-            d='M3.29 -41.98 L186.71 63.92 Q190.00 65.82 186.71 67.72 L3.29 173.61 Q0.00 175.51 -3.29 173.61 L-186.71 67.72 Q-190.00 65.82 -186.71 63.92 L-3.29 -41.98 Q0.00 -43.88 3.29 -41.98 Z'
-            {...LINE_PROPS}
-            fill={ISO_FILL_HIGH}
-          />
-        </g>
-        <g
-          data-monitor-layer='right-panel'
-          className='iso-monitor-separating-panel iso-monitor-panel-right'
-          pointerEvents='none'
-        >
-          <path
-            d='M32.91 -68.76 L128.59 -13.52 Q161.50 5.48 161.50 -32.52 L161.50 -88.15 Q161.50 -126.15 128.59 -145.15 L32.91 -200.39 Q0.00 -219.39 0.00 -181.39 L0.00 -125.76 Q0.00 -87.76 32.91 -68.76 Z'
-            {...LINE_PROPS}
-          />
-        </g>
-        <g data-monitor-layer='inner-low' pointerEvents='none'>
-          <path
-            d='M32.91 -2.94 L119.09 46.82 Q152.00 65.82 119.09 84.82 L32.91 134.58 Q0.00 153.58 -32.91 134.58 L-119.09 84.82 Q-152.00 65.82 -119.09 46.82 L-32.91 -2.94 Q0.00 -21.94 32.91 -2.94 Z'
-            {...LINE_PROPS}
-            fill={ISO_FILL_LOW}
-          />
-        </g>
-        <g data-monitor-layer='inner-high' pointerEvents='none'>
-          <path
-            d='M32.91 -46.82 L119.09 2.94 Q152.00 21.94 119.09 40.94 L32.91 90.70 Q0.00 109.70 -32.91 90.70 L-119.09 40.94 Q-152.00 21.94 -119.09 2.94 L-32.91 -46.82 Q0.00 -65.82 32.91 -46.82 Z'
-            {...LINE_PROPS}
-            fill={ISO_FILL_MID}
-          />
-        </g>
-        <g
-          data-monitor-layer='left-panel'
-          className='iso-monitor-separating-panel iso-monitor-panel-left'
-          pointerEvents='none'
-        >
-          <path
-            d='M-157.09 62.88 L-32.91 134.58 Q0.00 153.58 0.00 115.58 L0.00 38.00 Q0.00 0.00 -32.91 -19.00 L-157.09 -90.70 Q-190.00 -109.70 -190.00 -71.70 L-190.00 5.88 Q-190.00 43.88 -157.09 62.88 Z'
-            {...LINE_PROPS}
-          />
-        </g>
-        <g
-          data-monitor-layer='top-lid'
-          className='iso-monitor-separating-panel iso-monitor-panel-top'
-          pointerEvents='none'
-        >
-          <path
-            d='M32.91 -200.39 L81.09 -172.58 Q114.00 -153.58 81.09 -134.58 L-43.09 -62.88 Q-76.00 -43.88 -108.91 -62.88 L-157.09 -90.70 Q-190.00 -109.70 -157.09 -128.70 L-32.91 -200.39 Q0.00 -219.39 32.91 -200.39 Z'
-            {...LINE_PROPS}
-          />
-        </g>
-      </g>
-    </svg>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/mothership/components/iso-marks/use-goo-mark.ts b/apps/sim/app/(landing)/components/mothership/components/iso-marks/use-goo-mark.ts
deleted file mode 100644
index a80e24258b5..00000000000
--- a/apps/sim/app/(landing)/components/mothership/components/iso-marks/use-goo-mark.ts
+++ /dev/null
@@ -1,188 +0,0 @@
-import { useCallback, useEffect, useId, useRef, useState } from 'react'
-
-/**
- * Shared rest → hover animation engine for the Sim iso goo-mark family.
- *
- * Every mark defines a `rest` and `hover` config with the same keys. On hover,
- * the hook eases each numeric key from rest toward hover (and back on leave) via
- * a fixed easing factor, driven by requestAnimationFrame. The component reads
- * `current` each frame to render its SVG.
- *
- * Locked baseline (shared across all marks): ease 0.08, spin 1.2 on hover.
- */
-
-export type MarkState = Record<string, number>
-
-export interface UseGooMarkOptions<T extends MarkState> {
-  rest: T
-  hover: T
-  /** Easing factor per frame (0..1). Locked baseline = 0.08. */
-  ease?: number
-  /** Start in the hovered state (useful for previews). */
-  forceHover?: boolean
-}
-
-export interface UseGooMarkResult<T extends MarkState> {
-  /** The current tweened values - read this in render. */
-  current: T
-  /** Bind these to the element that should react to hover. */
-  bind: {
-    onMouseEnter: () => void
-    onMouseLeave: () => void
-    onFocus: () => void
-    onBlur: () => void
-  }
-  hovered: boolean
-}
-
-export function useGooMark<T extends MarkState>({
-  rest,
-  hover,
-  ease = 0.08,
-  forceHover = false,
-}: UseGooMarkOptions<T>): UseGooMarkResult<T> {
-  const [hovered, setHovered] = useState(false)
-  const currentRef = useRef<T>({ ...rest })
-  const [, setTick] = useState(0)
-  const rafRef = useRef<number | null>(null)
-  const restRef = useRef(rest)
-  const hoverRef = useRef(hover)
-  const easeRef = useRef(ease)
-  const activeRef = useRef(forceHover)
-
-  restRef.current = rest
-  hoverRef.current = hover
-  easeRef.current = ease
-  activeRef.current = forceHover || hovered
-
-  useEffect(() => {
-    const prefersReduced =
-      typeof window !== 'undefined' &&
-      window.matchMedia?.('(prefers-reduced-motion: reduce)').matches
-
-    const loop = () => {
-      const target = activeRef.current ? hoverRef.current : restRef.current
-      const cur = currentRef.current as MarkState
-      const tgt = target as MarkState
-      const e = easeRef.current
-      let changed = false
-      for (const k in tgt) {
-        const next = prefersReduced ? tgt[k] : cur[k] + (tgt[k] - cur[k]) * e
-        if (Math.abs(next - cur[k]) > 0.0001) changed = true
-        cur[k] = next
-      }
-      if (changed) setTick((t) => (t + 1) % 1000000)
-      rafRef.current = requestAnimationFrame(loop)
-    }
-    rafRef.current = requestAnimationFrame(loop)
-    return () => {
-      if (rafRef.current != null) cancelAnimationFrame(rafRef.current)
-    }
-  }, [])
-
-  const bind = {
-    onMouseEnter: useCallback(() => setHovered(true), []),
-    onMouseLeave: useCallback(() => setHovered(false), []),
-    onFocus: useCallback(() => setHovered(true), []),
-    onBlur: useCallback(() => setHovered(false), []),
-  }
-
-  return { current: currentRef.current as T, bind, hovered }
-}
-
-/** Every mark normalizes its bounding box into this footprint, centered (50,50). */
-export const TARGET = 78
-
-/** Locked goo + gradient constants for the whole family. */
-export const GOO_GRADIENT = {
-  from: '#2C2C2C',
-  to: '#5F5F5F',
-} as const
-
-/**
- * Rest → hover gradient recipe for the mark family. At rest the marks sit in a
- * soft light grey; on hover they deepen to the brand dark gradient. The fade is
- * driven by a `tone` key (0 → 1) tweened alongside the geometry, so color and
- * shape animate as one.
- */
-export const GRADIENT_REST = { from: '#A6A6A6', to: '#C4C4C4' } as const
-export const GRADIENT_HOVER = GOO_GRADIENT
-
-function hexLerp(a: string, b: string, t: number): string {
-  const pa = Number.parseInt(a.slice(1), 16)
-  const pb = Number.parseInt(b.slice(1), 16)
-  const lerpChannel = (shift: number) => {
-    const ca = (pa >> shift) & 255
-    const cb = (pb >> shift) & 255
-    return Math.round(ca + (cb - ca) * t)
-  }
-  const r = lerpChannel(16)
-  const g = lerpChannel(8)
-  const bl = lerpChannel(0)
-  return `#${((1 << 24) | (r << 16) | (g << 8) | bl).toString(16).slice(1)}`
-}
-
-/** Gradient stops for a given hover tone (0 = rest/light, 1 = hover/dark). */
-export function gradientForTone(tone: number): { from: string; to: string } {
-  const t = Math.max(0, Math.min(1, tone))
-  return {
-    from: hexLerp(GRADIENT_REST.from, GRADIENT_HOVER.from, t),
-    to: hexLerp(GRADIENT_REST.to, GRADIENT_HOVER.to, t),
-  }
-}
-
-export type Pt = [number, number]
-
-/** Isometric projection: 45deg in-plane rotation + vertical squash by `ky`, z is up. */
-export function isoProject(x: number, y: number, z: number, ky: number): Pt {
-  const ix = (x - y) * Math.SQRT1_2
-  const iy = (x + y) * Math.SQRT1_2 * ky
-  return [ix, iy - z]
-}
-
-/** In-plane rotation (used for spin). */
-export function rotate2(x: number, y: number, rot: number): Pt {
-  const c = Math.cos(rot)
-  const s = Math.sin(rot)
-  return [x * c - y * s, x * s + y * c]
-}
-
-export type Edge = [Pt, Pt]
-
-/**
- * Normalize a set of edges into the shared TARGET footprint and emit SVG `<path>`
- * markup. Returns the path string only; callers wrap it with defs + filter.
- */
-export function edgesToPaths(edges: Edge[]): string {
-  const pts = edges.flat()
-  let minx = Number.POSITIVE_INFINITY
-  let maxx = Number.NEGATIVE_INFINITY
-  let miny = Number.POSITIVE_INFINITY
-  let maxy = Number.NEGATIVE_INFINITY
-  for (const [x, y] of pts) {
-    if (x < minx) minx = x
-    if (x > maxx) maxx = x
-    if (y < miny) miny = y
-    if (y > maxy) maxy = y
-  }
-  const w = maxx - minx || 1
-  const h = maxy - miny || 1
-  const scale = TARGET / Math.max(w, h)
-  const ox = 50 - ((minx + maxx) / 2) * scale
-  const oy = 50 - ((miny + maxy) / 2) * scale
-  let d = ''
-  for (const [A, B] of edges) {
-    const ax = ox + A[0] * scale
-    const ay = oy + A[1] * scale
-    const bx = ox + B[0] * scale
-    const by = oy + B[1] * scale
-    d += `M${ax.toFixed(2)} ${ay.toFixed(2)} L${bx.toFixed(2)} ${by.toFixed(2)} `
-  }
-  return d.trim()
-}
-
-/** Stable, SSR-safe gradient + filter ids per mark instance. */
-export function useMarkIds() {
-  const id = useId().replace(/:/g, '')
-  return { gradId: `gm-${id}-grad`, gooId: `gm-${id}-goo` }
-}
diff --git a/apps/sim/app/(landing)/components/mothership/mothership.tsx b/apps/sim/app/(landing)/components/mothership/mothership.tsx
deleted file mode 100644
index 24995307640..00000000000
--- a/apps/sim/app/(landing)/components/mothership/mothership.tsx
+++ /dev/null
@@ -1,108 +0,0 @@
-import type { ComponentType, ReactNode } from 'react'
-import {
-  IsoBuildIllustration,
-  IsoIngestIllustration,
-  IsoIntegrateIllustration,
-  IsoMonitorIllustration,
-} from '@/app/(landing)/components/mothership/components/iso-marks'
-
-/**
- * Landing Sim section - the high-level "how Sim works" overview that sets up the
- * {@link Features} deep-dive. A two-line heading frames Sim as one workspace for
- * the whole platform; below, four columns call out its main areas (Integrate ·
- * Context · Build · Monitor), each paired with an abstract circle "goo"
- * mark and a one-line definition. These are the same four areas Features then
- * shows in real product UI, framed here in fewer words, from the "what it is"
- * angle, so the overview and the deep-dive don't repeat each other.
- *
- * The marks are the only client islands in this section: interactive brand
- * glyphs (subtle hover breathe/rotate); the section itself stays server-rendered.
- *
- * Inter-section spacing is owned by the `<main>` flex `gap` in `landing.tsx`;
- * this section carries no vertical padding. Horizontal padding (`px-20`) matches
- * the sections above, and the section is capped at the shared `max-w-[1460px]`.
- */
-
-type GooMark = ComponentType<{ size?: number; className?: string }>
-
-interface Area {
-  word: string
-  /** Abstract circle goo-mark paired with the area. */
-  Mark: GooMark
-  /**
-   * Per-mark render size, tuned so the collection reads as one optical weight.
-   * The marks have different shape ratios (a full cube vs a flat lattice), so a
-   * uniform size makes some look bigger; these equalize their visual footprint.
-   */
-  size: number
-  definition: ReactNode
-}
-
-const AREAS: Area[] = [
-  {
-    word: 'Integrate',
-    Mark: IsoIntegrateIllustration,
-    size: 180,
-    definition: (
-      <>
-        Sim&apos;s catalog of 1,000+ integrations
-        <br />
-        your agents act through.
-      </>
-    ),
-  },
-  {
-    word: 'Context',
-    Mark: IsoIngestIllustration,
-    size: 170,
-    definition: 'Your data, stored semantically in Sim as the memory your agents reason over.',
-  },
-  {
-    word: 'Build',
-    Mark: IsoBuildIllustration,
-    size: 176,
-    definition: 'Compose agent logic in the visual builder, or just describe it to Sim.',
-  },
-  {
-    word: 'Monitor',
-    Mark: IsoMonitorIllustration,
-    size: 174,
-    definition: 'See inside every run in Sim: live traces, logs, and real cost.',
-  },
-]
-
-export function Mothership() {
-  return (
-    <section
-      id='mothership'
-      aria-labelledby='mothership-heading'
-      className='mx-auto w-full max-w-[1460px] px-20 max-sm:px-5 max-lg:px-8'
-    >
-      <h2
-        id='mothership-heading'
-        className='max-w-[1200px] text-balance text-[28px] leading-[1.2] max-sm:text-[22px]'
-      >
-        <span className='block text-[var(--text-primary)]'>
-          Everything your AI agents need, in one workspace.
-        </span>
-        <span className='block text-[var(--text-body)]'>Build, run, and watch every agent.</span>
-      </h2>
-
-      <ul className='mt-16 grid grid-cols-4 gap-8 max-sm:mt-8 max-sm:grid-cols-1 max-sm:gap-10 max-lg:mt-12 max-lg:grid-cols-2 max-lg:gap-x-8 max-lg:gap-y-12'>
-        {AREAS.map(({ word, Mark, size, definition }) => (
-          <li key={word} className='flex flex-col gap-[22px]'>
-            <div className='flex size-[148px] items-center justify-center'>
-              <Mark size={size} />
-            </div>
-            <div className='flex flex-col gap-2'>
-              <h3 className='text-[var(--text-primary)] text-lg'>{word}</h3>
-              <p className='max-w-[250px] text-pretty text-[var(--text-body)] text-sm leading-[1.5]'>
-                {definition}
-              </p>
-            </div>
-          </li>
-        ))}
-      </ul>
-    </section>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/navbar/components/announcement-banner/announcement-banner.tsx b/apps/sim/app/(landing)/components/navbar/components/announcement-banner/announcement-banner.tsx
new file mode 100644
index 00000000000..72f6f871714
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/announcement-banner/announcement-banner.tsx
@@ -0,0 +1,41 @@
+import { cn } from '@sim/emcn'
+import { ArrowRight } from '@sim/emcn/icons'
+import Link from 'next/link'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
+
+const LATEST_UPDATE = {
+  title: 'Tracking Secrets Through an Agent Run',
+  href: '/blog/secret-provenance',
+} as const
+
+/** Slim marketing update strip shown above the primary navigation. */
+export function AnnouncementBanner() {
+  return (
+    <aside
+      aria-label='Latest update'
+      data-announcement-banner
+      className='h-[1.95rem] bg-[oklch(0.439_0_0)] text-[#F8F8F8] dark:bg-[var(--surface-5)] dark:text-[var(--text-primary)]'
+    >
+      <div
+        className={cn(
+          'flex h-full items-center justify-center gap-3 text-caption leading-5',
+          LANDING_CONTENT_WIDTH,
+          LANDING_GUTTER
+        )}
+      >
+        <span className='ml-[19px] truncate'>{LATEST_UPDATE.title}</span>
+        <Link
+          href={LATEST_UPDATE.href}
+          aria-label={`Read article: ${LATEST_UPDATE.title}`}
+          className='group/link inline-flex shrink-0 items-center gap-1.5 font-normal text-[#B4B4B4] transition-colors duration-150 ease-[cubic-bezier(0.23,1,0.32,1)] hover-hover:text-[#F8F8F8] focus-visible:text-[#F8F8F8] focus-visible:outline focus-visible:outline-1 focus-visible:outline-current focus-visible:outline-offset-2 dark:text-[var(--text-tertiary)] dark:focus-visible:text-[var(--text-primary)] dark:hover-hover:text-[var(--text-primary)]'
+        >
+          Read article
+          <ArrowRight
+            aria-hidden='true'
+            className='-translate-x-1 size-[13px] shrink-0 opacity-0 transition-[opacity,transform] duration-150 ease-[cubic-bezier(0.23,1,0.32,1)] group-hover/link:translate-x-0 group-hover/link:opacity-100 group-focus-visible/link:translate-x-0 group-focus-visible/link:opacity-100 motion-reduce:translate-x-0 motion-reduce:transition-none'
+          />
+        </Link>
+      </div>
+    </aside>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/announcement-banner/index.ts b/apps/sim/app/(landing)/components/navbar/components/announcement-banner/index.ts
new file mode 100644
index 00000000000..d78e9c6425a
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/announcement-banner/index.ts
@@ -0,0 +1 @@
+export { AnnouncementBanner } from './announcement-banner'
diff --git a/apps/sim/app/(landing)/components/navbar/components/github-chip/github-chip.tsx b/apps/sim/app/(landing)/components/navbar/components/github-chip/github-chip.tsx
index 776debe1c48..f5682330e2f 100644
--- a/apps/sim/app/(landing)/components/navbar/components/github-chip/github-chip.tsx
+++ b/apps/sim/app/(landing)/components/navbar/components/github-chip/github-chip.tsx
@@ -22,6 +22,8 @@ export function GitHubChip({ stars }: GitHubChipProps) {
       target='_blank'
       rel='noopener noreferrer'
       leftIcon={GithubOutlineIcon}
+      shape='round'
+      className='px-3'
       aria-label={`GitHub repository, ${stars} stars`}
     >
       {stars}
diff --git a/apps/sim/app/(landing)/components/navbar/components/index.ts b/apps/sim/app/(landing)/components/navbar/components/index.ts
index 64485101ffd..dfb3e76331c 100644
--- a/apps/sim/app/(landing)/components/navbar/components/index.ts
+++ b/apps/sim/app/(landing)/components/navbar/components/index.ts
@@ -1,13 +1,15 @@
+export { AnnouncementBanner } from './announcement-banner'
 export { GitHubChip } from './github-chip'
 export { LogoMark } from './logo-mark'
 export { MobileNav } from './mobile-nav'
 export type { NavMenu, NavMenuItemData } from './nav-menu-chip'
 export {
+  CUSTOMERS_MENU,
   NAV_MENUS,
-  NavMenuChip,
+  NavMenuCluster,
   PLATFORM_MENU,
   RESOURCES_MENU,
-  SOLUTIONS_MENU,
 } from './nav-menu-chip'
+export { NavbarAuthPill } from './navbar-auth-pill'
 export { NavbarShell } from './navbar-shell'
 export { SimWordmark } from './sim-wordmark'
diff --git a/apps/sim/app/(landing)/components/navbar/components/mobile-nav/mobile-nav.test.tsx b/apps/sim/app/(landing)/components/navbar/components/mobile-nav/mobile-nav.test.tsx
new file mode 100644
index 00000000000..09264db228d
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/mobile-nav/mobile-nav.test.tsx
@@ -0,0 +1,126 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { type AnchorHTMLAttributes, act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { MobileNav } from '@/app/(landing)/components/navbar/components/mobile-nav/mobile-nav'
+
+const { frost, setMenuOpen } = vi.hoisted(() => {
+  const setMenuOpen = vi.fn()
+  return { frost: { setMenuOpen }, setMenuOpen }
+})
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | undefined>) => values.filter(Boolean).join(' '),
+}))
+vi.mock('@sim/emcn/icons', () => ({ Menu: () => null, X: () => null }))
+vi.mock('@/components/icons', () => ({ GithubOutlineIcon: () => null }))
+vi.mock('next/link', () => ({
+  default: ({
+    prefetch,
+    ...props
+  }: AnchorHTMLAttributes<HTMLAnchorElement> & { prefetch?: boolean | null }) => (
+    <a {...props} data-prefetch={prefetch === false ? 'disabled' : 'auto'} />
+  ),
+}))
+vi.mock('@/app/(landing)/components/landing-cta-link', () => ({
+  LandingCtaLink: ({ children, href, onClick }: AnchorHTMLAttributes<HTMLAnchorElement>) => (
+    <a href={href} onClick={onClick}>
+      {children}
+    </a>
+  ),
+}))
+vi.mock('@/app/(landing)/components/navbar/components/navbar-auth-pill', () => ({
+  NavbarAuthPill: ({ onNavigate }: { onNavigate?: () => void }) => (
+    <a href='/signup' onClick={onNavigate}>
+      Start building
+    </a>
+  ),
+}))
+vi.mock('@/app/(landing)/components/navbar/components/nav-menu-chip', () => ({
+  NAV_MENUS: [
+    {
+      label: 'Platform',
+      sections: [{ label: 'Platform', items: [{ title: 'Workflows', href: '/workflows' }] }],
+    },
+  ],
+}))
+vi.mock('@/app/(landing)/components/navbar/components/navbar-shell', () => ({
+  NAVBAR_GLASS_SURFACE: '',
+  useNavbarFrost: () => frost,
+}))
+
+let host: HTMLDivElement
+let root: Root
+let desktopMedia: EventTarget & { matches: boolean }
+
+beforeEach(() => {
+  setMenuOpen.mockClear()
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  desktopMedia = Object.assign(new EventTarget(), { matches: false })
+  vi.stubGlobal(
+    'matchMedia',
+    vi.fn(() => desktopMedia)
+  )
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+  act(() => root.render(<MobileNav stars='29.5k' />))
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.unstubAllGlobals()
+})
+
+function trigger(): HTMLButtonElement {
+  const button = host.querySelector<HTMLButtonElement>('button[aria-controls="mobile-nav-sheet"]')
+  if (!button) throw new Error('Missing mobile navigation trigger')
+  return button
+}
+
+describe('MobileNav dismissal', () => {
+  it('enables prefetch only while the sheet is open and closes on navigation', () => {
+    const link = host.querySelector<HTMLAnchorElement>('#mobile-nav-sheet a[href="/workflows"]')
+    if (!link) throw new Error('Missing workflow link')
+    expect(link.dataset.prefetch).toBe('disabled')
+
+    act(() => trigger().click())
+    expect(link.dataset.prefetch).toBe('auto')
+    link.addEventListener('click', (event) => event.preventDefault(), { once: true })
+    act(() => link.dispatchEvent(new MouseEvent('click', { bubbles: true, cancelable: true })))
+    expect(trigger().getAttribute('aria-expanded')).toBe('false')
+    expect(link.dataset.prefetch).toBe('disabled')
+    expect(setMenuOpen).toHaveBeenLastCalledWith('mobile', false)
+  })
+
+  it('releases its scroll lock when resizing to desktop and stays closed when returning', () => {
+    act(() => trigger().click())
+    expect(trigger().getAttribute('aria-expanded')).toBe('true')
+    setMenuOpen.mockClear()
+    act(() => {
+      desktopMedia.matches = true
+      desktopMedia.dispatchEvent(new Event('change'))
+    })
+    expect(trigger().getAttribute('aria-expanded')).toBe('false')
+    expect(setMenuOpen).toHaveBeenCalledExactlyOnceWith('mobile', false)
+    act(() => {
+      desktopMedia.matches = false
+      desktopMedia.dispatchEvent(new Event('change'))
+    })
+    expect(trigger().getAttribute('aria-expanded')).toBe('false')
+  })
+
+  it('returns focus to the trigger when Escape dismisses the sheet', () => {
+    act(() => trigger().click())
+    const link = host.querySelector<HTMLAnchorElement>('#mobile-nav-sheet a[href="/workflows"]')
+    if (!link) throw new Error('Missing workflow link')
+    act(() => link.focus())
+    act(() => link.dispatchEvent(new KeyboardEvent('keydown', { key: 'Escape', bubbles: true })))
+    expect(trigger().getAttribute('aria-expanded')).toBe('false')
+    expect(document.activeElement).toBe(trigger())
+    expect(setMenuOpen).toHaveBeenLastCalledWith('mobile', false)
+  })
+})
diff --git a/apps/sim/app/(landing)/components/navbar/components/mobile-nav/mobile-nav.tsx b/apps/sim/app/(landing)/components/navbar/components/mobile-nav/mobile-nav.tsx
index e91cf46677d..d778c8e2d87 100644
--- a/apps/sim/app/(landing)/components/navbar/components/mobile-nav/mobile-nav.tsx
+++ b/apps/sim/app/(landing)/components/navbar/components/mobile-nav/mobile-nav.tsx
@@ -1,35 +1,24 @@
 'use client'
 
-import { useEffect, useState } from 'react'
-import { ChipLink, cn } from '@sim/emcn'
+import { useEffect, useRef } from 'react'
+import { cn } from '@sim/emcn'
 import { Menu, X } from '@sim/emcn/icons'
 import Link from 'next/link'
 import { GithubOutlineIcon } from '@/components/icons'
+import { LandingCtaLink } from '@/app/(landing)/components/landing-cta-link'
 import { NAV_MENUS } from '@/app/(landing)/components/navbar/components/nav-menu-chip'
-import {
-  NAVBAR_GLASS_SURFACE,
-  useNavbarFrost,
-} from '@/app/(landing)/components/navbar/components/navbar-shell'
+import { NavbarAuthPill } from '@/app/(landing)/components/navbar/components/navbar-auth-pill'
+import { NAVBAR_GLASS_SURFACE } from '@/app/(landing)/components/navbar/components/navbar-shell'
+import { useNavbarMenu } from '@/app/(landing)/components/navbar/hooks/use-navbar-menu'
 import colorMixFallbacks from '@/app/(landing)/components/shared/color-mix-fallbacks/color-mix-fallbacks.module.css'
-import { DEMO_HREF, SIGNUP_HREF } from '@/app/(landing)/constants'
+import { DEMO_HREF } from '@/app/(landing)/constants'
 
 /**
- * Mobile navigation - the `< lg` counterpart to the desktop nav clusters.
- *
- * Renders an always-visible "Sign up" chip plus a hamburger that toggles a
- * full-width slide-down sheet anchored under the bar (`top-full`). The sheet
- * expands the desktop mega-menus into grouped link sections plus the auth CTAs,
- * stacked on the shared {@link NAVBAR_GLASS_SURFACE} so it reads as one frosted
- * panel with the bar (which frosts in sync via {@link useNavbarFrost}). Only this
- * leaf hydrates; the desktop nav stays server-rendered.
- *
- * The sheet locks body scroll while open and closes on route change intent
- * (any link tap) and on `Escape`. With all three mega-menus expanded the
- * sections outgrow a phone viewport, so the sheet caps its height at the
- * space under the bar (`100dvh` minus the bar's 62px) and scrolls internally
- * (`overscroll-contain` keeps the locked page from rubber-banding behind it).
- * Motion is a short token-driven transform/opacity that collapses under
- * `prefers-reduced-motion`.
+ * Navigation below `xl`. Tablets keep Log in, Start building, and the demo CTA
+ * in the bar; phones show only the wordmark and the menu button, since the
+ * actions no longer fit beside the wordmark at narrow widths. On phones,
+ * the sheet carries the actions above the product links. It closes on navigation or Escape.
+ * The navbar shell locks the page scroll and coordinates its frosted surface.
  */
 
 interface MobileNavProps {
@@ -50,100 +39,153 @@ const STANDALONE_LINKS = [{ label: 'Pricing', href: '/pricing' }] as const
 const SHEET_ROW =
   'rounded-lg px-3 py-2.5 text-[15px] text-[var(--text-body)] transition-colors hover:bg-[var(--surface-hover)]'
 
+const MENU_TRANSITION =
+  'transition-[opacity,translate,visibility] ease-[cubic-bezier(0.23,1,0.32,1)] motion-reduce:transition-none'
+
 export function MobileNav({ stars }: MobileNavProps) {
-  const frost = useNavbarFrost()
-  const [open, setOpen] = useState(false)
+  const triggerRef = useRef<HTMLButtonElement>(null)
+  const { open, updateOpen } = useNavbarMenu('mobile')
 
   useEffect(() => {
     if (!open) return
-    const onKey = (e: KeyboardEvent) => e.key === 'Escape' && setOpen(false)
-    document.body.style.overflow = 'hidden'
+    const onKey = (event: KeyboardEvent) => {
+      if (event.key !== 'Escape') return
+      event.preventDefault()
+      updateOpen(false)
+      triggerRef.current?.focus()
+    }
     document.addEventListener('keydown', onKey)
     return () => {
-      document.body.style.overflow = ''
       document.removeEventListener('keydown', onKey)
     }
-  }, [open])
-
-  // Report open state to the shell so the sticky bar frosts in sync with the
-  // sheet - the two then read as one continuous glass panel.
-  useEffect(() => {
-    frost?.setMenuOpen(open)
-  }, [open, frost])
+  }, [open, updateOpen])
 
   return (
-    <div className='ml-auto flex items-center gap-2 lg:hidden'>
-      <ChipLink variant='primary' href={SIGNUP_HREF} prefetch={false}>
-        Sign up
-      </ChipLink>
+    <div className='ml-auto flex items-center gap-2 xl:hidden'>
+      <NavbarAuthPill className='max-sm:hidden' onNavigate={() => updateOpen(false)} />
+      <LandingCtaLink
+        href={DEMO_HREF}
+        size='compact'
+        withArrow
+        className='max-sm:hidden'
+        onClick={() => updateOpen(false)}
+      >
+        Request a demo
+      </LandingCtaLink>
       <button
+        ref={triggerRef}
         type='button'
         aria-label={open ? 'Close menu' : 'Open menu'}
         aria-expanded={open}
         aria-controls='mobile-nav-sheet'
-        onClick={() => setOpen((v) => !v)}
+        onClick={() => updateOpen(!open)}
         className='flex size-[30px] items-center justify-center rounded-lg border border-[var(--border-1)] text-[var(--text-icon)] transition-colors hover:bg-[var(--surface-hover)]'
       >
-        {open ? <X className='size-[18px]' /> : <Menu className='size-[18px]' />}
+        <span aria-hidden='true' className='relative size-[18px]'>
+          <Menu
+            className={cn(
+              'absolute inset-0 size-full transition-[opacity,rotate] duration-150 ease-out motion-reduce:transition-none',
+              open ? 'rotate-45 opacity-0' : 'rotate-0 opacity-100'
+            )}
+          />
+          <X
+            className={cn(
+              'absolute inset-0 size-full transition-[opacity,rotate] duration-150 ease-out motion-reduce:transition-none',
+              open ? 'rotate-0 opacity-100' : '-rotate-45 opacity-0'
+            )}
+          />
+        </span>
       </button>
 
-      {open ? (
-        <button
-          type='button'
-          aria-hidden='true'
-          tabIndex={-1}
-          onClick={() => setOpen(false)}
-          className={cn(
-            'fixed inset-0 top-full z-40 cursor-default',
-            colorMixFallbacks.mobileBackdrop
-          )}
-        />
-      ) : null}
+      <button
+        type='button'
+        aria-hidden='true'
+        tabIndex={-1}
+        disabled={!open}
+        onClick={() => updateOpen(false)}
+        className={cn(
+          'fixed inset-0 top-[var(--landing-header-height)] z-40 cursor-default',
+          MENU_TRANSITION,
+          open
+            ? 'pointer-events-auto visible opacity-100 duration-[240ms]'
+            : 'pointer-events-none invisible opacity-0 duration-[180ms]'
+        )}
+      >
+        <span className={cn('absolute inset-0', colorMixFallbacks.mobileBackdrop)} />
+      </button>
 
       <div
         id='mobile-nav-sheet'
+        aria-hidden={!open}
+        inert={!open}
         className={cn(
-          'absolute top-full right-0 left-0 z-50 max-h-[calc(100dvh-62px)] origin-top overflow-y-auto overscroll-contain border-[var(--border)] border-b transition-[opacity,transform,visibility] duration-200 motion-reduce:transition-none',
+          'absolute top-full right-0 left-0 z-50 max-h-[calc(100dvh-var(--landing-header-height))] origin-top overflow-y-auto overscroll-contain border-[var(--border)] border-b motion-reduce:translate-y-0',
           NAVBAR_GLASS_SURFACE,
+          MENU_TRANSITION,
           open
-            ? 'pointer-events-auto visible translate-y-0 opacity-100'
-            : '-translate-y-2 pointer-events-none invisible opacity-0'
+            ? 'pointer-events-auto visible translate-y-0 opacity-100 duration-[240ms]'
+            : '-translate-y-2 pointer-events-none invisible opacity-0 duration-[180ms]'
         )}
       >
-        <div className='mx-auto flex w-full max-w-[1460px] flex-col gap-1 px-5 pt-2 pb-5'>
+        <div className='mx-auto flex w-full max-w-[1728px] flex-col gap-1 px-7 pt-2 pb-5'>
+          <div className='flex flex-col gap-2 pb-4 sm:hidden'>
+            <NavbarAuthPill size='default' onNavigate={() => updateOpen(false)} />
+            <LandingCtaLink
+              href={DEMO_HREF}
+              prefetch={open ? null : false}
+              withArrow
+              onClick={() => updateOpen(false)}
+            >
+              Request a demo
+            </LandingCtaLink>
+          </div>
+
           {NAV_MENUS.map((menu) => (
             <div key={menu.label} className='flex flex-col'>
               <span className='px-3 pt-2.5 pb-1 text-[13px] text-[var(--text-muted)]'>
                 {menu.label}
               </span>
-              {menu.items.map((item) =>
-                item.external ? (
-                  <a
-                    key={item.title}
-                    href={item.href}
-                    target='_blank'
-                    rel='noopener noreferrer'
-                    onClick={() => setOpen(false)}
-                    className={SHEET_ROW}
-                  >
-                    {item.title}
-                  </a>
-                ) : (
-                  <Link
-                    key={item.title}
-                    href={item.href}
-                    onClick={() => setOpen(false)}
-                    className={SHEET_ROW}
-                  >
-                    {item.title}
-                  </Link>
-                )
-              )}
+              {menu.sections.map((section) => (
+                <div key={section.label} className='flex flex-col'>
+                  {section.items.map((item) => {
+                    const label = item.brand ? `${item.brand} ${item.title}` : item.title
+
+                    return item.external ? (
+                      <a
+                        key={item.title}
+                        href={item.href}
+                        target='_blank'
+                        rel='noopener noreferrer'
+                        onClick={() => updateOpen(false)}
+                        className={SHEET_ROW}
+                      >
+                        {label}
+                      </a>
+                    ) : (
+                      <Link
+                        key={item.title}
+                        href={item.href}
+                        prefetch={open ? null : false}
+                        onClick={() => updateOpen(false)}
+                        className={SHEET_ROW}
+                      >
+                        {label}
+                      </Link>
+                    )
+                  })}
+                </div>
+              ))}
             </div>
           ))}
 
           {STANDALONE_LINKS.map(({ label, href }) => (
-            <Link key={label} href={href} onClick={() => setOpen(false)} className={SHEET_ROW}>
+            <Link
+              key={label}
+              href={href}
+              prefetch={open ? null : false}
+              onClick={() => updateOpen(false)}
+              className={SHEET_ROW}
+            >
               {label}
             </Link>
           ))}
@@ -152,35 +194,13 @@ export function MobileNav({ stars }: MobileNavProps) {
             href='https://github.com/simstudioai/sim'
             target='_blank'
             rel='noopener noreferrer'
-            onClick={() => setOpen(false)}
+            onClick={() => updateOpen(false)}
             className={cn('flex items-center gap-2', SHEET_ROW)}
           >
             <GithubOutlineIcon className='size-[16px] text-[var(--text-icon)]' />
             <span>GitHub</span>
             <span className='text-[var(--text-muted)]'>{stars}</span>
           </a>
-
-          <div className='mt-3 flex flex-col gap-2'>
-            <ChipLink
-              variant='border'
-              href='/login'
-              fullWidth
-              prefetch={false}
-              className='h-[40px] justify-center [&>span]:flex-none'
-              onClick={() => setOpen(false)}
-            >
-              Log in
-            </ChipLink>
-            <ChipLink
-              variant='primary'
-              href={DEMO_HREF}
-              fullWidth
-              className='h-[40px] justify-center [&>span]:flex-none'
-              onClick={() => setOpen(false)}
-            >
-              Contact sales
-            </ChipLink>
-          </div>
         </div>
       </div>
     </div>
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-card/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-card/index.ts
new file mode 100644
index 00000000000..95a579aacab
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-card/index.ts
@@ -0,0 +1 @@
+export { NavMenuCard } from './nav-menu-card'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-card/nav-menu-card.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-card/nav-menu-card.tsx
new file mode 100644
index 00000000000..ba151375f94
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-card/nav-menu-card.tsx
@@ -0,0 +1,95 @@
+import { cn } from '@sim/emcn'
+import { ArrowRight } from '@sim/emcn/icons'
+import Image from 'next/image'
+import Link from 'next/link'
+import type { NavMenuItemData } from '@/app/(landing)/components/navbar/components/nav-menu-chip/types'
+
+interface NavMenuCardProps {
+  item: NavMenuItemData
+  onSelect: () => void
+  prefetch?: boolean | null
+}
+
+/**
+ * Placement grounds standing in for real imagery. `dark` is the platform's
+ * dark grey (its inverted hover surface) with the mark flattened to white;
+ * `light` is its elevated light grey with the mark's own ink - flattened to
+ * white too once that grey goes dark.
+ */
+const TONE = {
+  dark: {
+    ground:
+      'border-transparent bg-[var(--surface-inverted-hover)] text-[var(--white)] hover:border-[var(--text-subtle)]',
+    mark: 'brightness-0 invert',
+  },
+  light: {
+    ground:
+      'border-[var(--border)] bg-[var(--surface-6)] text-[var(--text-primary)] hover:border-[var(--text-subtle)]',
+    mark: 'dark:brightness-0 dark:invert',
+  },
+} as const
+
+const HOVER_LABEL = 'Customer story'
+
+/**
+ * The picture eases in a touch on hover, under a slight tint - a 20% black
+ * scrim (the featured film's approach, an alpha no token carries) that
+ * steadies the white mark on the scene's light sky without dimming it much.
+ */
+const PICTURE =
+  'object-cover transition-transform duration-500 ease-[cubic-bezier(0.23,1,0.32,1)] group-hover:scale-[1.03]'
+const SCRIM = 'absolute inset-0 bg-black/20'
+
+/**
+ * One customer tile in a `floating` menu: the customer's mark centred on a
+ * toned placement - or on the customer's picture under a slight tint - and a
+ * "Customer story" arrow label that rises into the corner on hover or focus.
+ * The whole tile is the link.
+ */
+export function NavMenuCard({ item, onSelect, prefetch }: NavMenuCardProps) {
+  const { card } = item
+  const tone = TONE[card?.tone ?? 'light']
+  return (
+    <Link
+      href={item.href}
+      prefetch={prefetch}
+      onClick={onSelect}
+      aria-label={`${item.title} customer story`}
+      className={cn(
+        'group relative flex h-[180px] min-w-0 items-center justify-center overflow-hidden rounded-lg border px-6 transition-colors duration-150 focus-visible:outline focus-visible:outline-2 focus-visible:outline-[var(--text-secondary)] focus-visible:outline-offset-2',
+        tone.ground
+      )}
+    >
+      {card?.background && (
+        <>
+          <Image
+            src={card.background.src}
+            alt=''
+            fill
+            sizes='292px'
+            loading='lazy'
+            className={PICTURE}
+          />
+          <span aria-hidden='true' className={SCRIM} />
+        </>
+      )}
+      {card && (
+        <Image
+          src={card.imageSrc}
+          alt={card.imageAlt}
+          height={card.height}
+          width={Math.round(card.height * card.aspect)}
+          loading='lazy'
+          className={cn('relative h-auto max-w-full', tone.mark)}
+        />
+      )}
+      <span
+        aria-hidden='true'
+        className='pointer-events-none absolute bottom-3 left-3 flex translate-y-1 items-center gap-1 font-medium text-[13px] leading-5 opacity-0 transition-[opacity,transform] duration-150 ease-[cubic-bezier(0.23,1,0.32,1)] group-hover:translate-y-0 group-hover:opacity-100 group-focus-visible:translate-y-0 group-focus-visible:opacity-100 motion-reduce:translate-y-0 motion-reduce:transition-none'
+      >
+        {HOVER_LABEL}
+        <ArrowRight className='size-[14px]' />
+      </span>
+    </Link>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-item/nav-menu-item.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-item/nav-menu-item.tsx
index bc6fb5d301c..8d9f696df2f 100644
--- a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-item/nav-menu-item.tsx
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-item/nav-menu-item.tsx
@@ -1,15 +1,14 @@
-import { ArrowRight } from '@sim/emcn/icons'
+import { ChipTag, cn } from '@sim/emcn'
 import Link from 'next/link'
+import { ChevronArrow } from '@/app/(landing)/components/chevron-arrow'
 import type { NavMenuItemData } from '@/app/(landing)/components/navbar/components/nav-menu-chip/types'
+import { SimWordmark } from '@/app/(landing)/components/navbar/components/sim-wordmark'
 
 /**
- * One row inside a navbar mega-menu panel - a title, a one-line description, and
- * a right-arrow that slides in on hover.
+ * One destination inside the mega-menu's editorial link columns.
  *
- * The row is its own `group/item`, so the arrow reveal (`opacity-0
- * -translate-x-1` → visible on `group-hover/item` and `group-focus-visible/item`)
- * is pure CSS, scoped to the hovered or keyboard-focused row and never to the
- * whole panel. `onSelect` fires on click so the parent menu can close itself.
+ * Hover and keyboard focus update the dynamic preview through `onActivate`.
+ * `onSelect` fires on click so the parent menu can close itself.
  *
  * Internal routes render a crawlable Next {@link Link}; `external` items render
  * a new-tab `<a>` with `rel='noopener noreferrer'`.
@@ -17,36 +16,68 @@ import type { NavMenuItemData } from '@/app/(landing)/components/navbar/componen
 
 interface NavMenuItemProps {
   item: NavMenuItemData
+  /** Highlights the description of the previewed destination while the menu is open. */
+  active?: boolean
+  prefetch?: boolean | null
   /** Called when the row is activated, so the parent menu can close. */
   onSelect?: () => void
+  /** Called on hover or focus to update the menu's preview region. */
+  onActivate?: () => void
 }
 
 const ROW_CLASS =
-  'group/item flex items-center gap-2.5 rounded-lg p-2 text-left transition-colors hover-hover:bg-[var(--surface-active)] focus-visible:bg-[var(--surface-active)] focus-visible:outline-hidden'
-const TITLE_CLASS = 'truncate text-[14px] text-[var(--text-body)]'
-const DESC_CLASS = 'text-[12px] text-[var(--text-muted)] leading-snug'
-const ARROW_CLASS =
-  'size-4 shrink-0 -translate-x-1 text-[var(--text-icon)] opacity-0 transition-[opacity,transform] group-hover/item:translate-x-0 group-hover/item:opacity-100 group-focus-visible/item:translate-x-0 group-focus-visible/item:opacity-100 motion-reduce:transition-none'
+  'group/item group/link flex min-w-0 items-start text-left focus-visible:outline-none'
+const DESC_CLASS =
+  'mt-2 max-w-[32ch] text-pretty text-[13px] leading-[1.45] transition-colors group-hover/item:text-[var(--text-body)] group-focus-visible/item:text-[var(--text-body)]'
 
-export function NavMenuItem({ item, onSelect }: NavMenuItemProps) {
-  const { title, description, href, external } = item
+export function NavMenuItem({
+  item,
+  active = false,
+  prefetch,
+  onSelect,
+  onActivate,
+}: NavMenuItemProps) {
+  const { brand, title, description, href, external } = item
   const content = (
-    <>
-      <span className='flex min-w-0 flex-1 flex-col'>
-        <span className={TITLE_CLASS}>{title}</span>
-        <span className={DESC_CLASS}>{description}</span>
+    <span className='flex min-w-0 flex-1 flex-col'>
+      <span className='flex items-center gap-2 font-normal text-[15px]'>
+        {brand ? (
+          <ChipTag
+            variant='brand'
+            brandColor='var(--bg)'
+            brandStrokeColor='var(--surface-6)'
+            brandForeground='dark'
+            aria-label={brand}
+          >
+            <SimWordmark size='tag' tone='brand-muted' />
+          </ChipTag>
+        ) : null}
+        <span className='text-[var(--text-body)] transition-colors'>{title}</span>
+        <span className='flex size-3 shrink-0 items-center justify-center opacity-0 transition-opacity duration-200 ease-out group-hover/link:opacity-100 group-focus-visible/link:opacity-100 motion-reduce:transition-none'>
+          <ChevronArrow />
+        </span>
       </span>
-      <ArrowRight className={ARROW_CLASS} aria-hidden='true' />
-    </>
+      <span
+        className={cn(
+          DESC_CLASS,
+          active ? 'text-[var(--text-body)]' : 'text-[var(--text-secondary)]'
+        )}
+      >
+        {description}
+      </span>
+    </span>
   )
 
   if (external) {
     return (
       <a
         href={href}
+        data-active={active || undefined}
         target='_blank'
         rel='noopener noreferrer'
         onClick={onSelect}
+        onMouseEnter={onActivate}
+        onFocus={onActivate}
         className={ROW_CLASS}
       >
         {content}
@@ -55,7 +86,15 @@ export function NavMenuItem({ item, onSelect }: NavMenuItemProps) {
   }
 
   return (
-    <Link href={href} onClick={onSelect} className={ROW_CLASS}>
+    <Link
+      href={href}
+      prefetch={prefetch}
+      data-active={active || undefined}
+      onClick={onSelect}
+      onMouseEnter={onActivate}
+      onFocus={onActivate}
+      className={ROW_CLASS}
+    >
       {content}
     </Link>
   )
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/index.ts
new file mode 100644
index 00000000000..0606fe192d9
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/index.ts
@@ -0,0 +1 @@
+export { NavMenuLogoMarquee } from './nav-menu-logo-marquee'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/nav-menu-logo-marquee.module.css b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/nav-menu-logo-marquee.module.css
new file mode 100644
index 00000000000..1fa692be01d
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/nav-menu-logo-marquee.module.css
@@ -0,0 +1,24 @@
+.track {
+  animation: marquee 16s linear infinite;
+}
+
+.viewport:hover .track,
+.viewport:focus-visible .track,
+.viewport[data-dragging] .track {
+  animation-play-state: paused;
+}
+
+@media (prefers-reduced-motion: reduce) {
+  .track {
+    animation-play-state: paused;
+  }
+}
+
+@keyframes marquee {
+  from {
+    transform: translateX(0);
+  }
+  to {
+    transform: translateX(-50%);
+  }
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/nav-menu-logo-marquee.test.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/nav-menu-logo-marquee.test.tsx
new file mode 100644
index 00000000000..bbe2792fb1d
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/nav-menu-logo-marquee.test.tsx
@@ -0,0 +1,50 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot } from 'react-dom/client'
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+}))
+
+vi.mock('next/image', () => ({
+  default: ({ alt, className }: { alt: string; className?: string }) => (
+    <img alt={alt} className={className} />
+  ),
+}))
+
+import { LOGOS } from '@/app/(landing)/components/logos'
+import { NavMenuLogoMarquee } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee'
+
+afterEach(() => {
+  document.body.replaceChildren()
+})
+
+describe('NavMenuLogoMarquee', () => {
+  it('loops two copies of the shared logo row and hides the second from assistive technology', () => {
+    const host = document.createElement('div')
+    document.body.append(host)
+    act(() => {
+      createRoot(host).render(<NavMenuLogoMarquee />)
+    })
+
+    const rows = host.querySelectorAll('ul')
+    expect(rows).toHaveLength(2)
+    expect(rows[0].getAttribute('aria-label')).toBe(
+      'Companies building and governing AI agents with Sim'
+    )
+    expect(rows[0].getAttribute('aria-hidden')).toBeNull()
+    expect(rows[1].getAttribute('aria-hidden')).toBe('true')
+
+    const named = [...rows[0].querySelectorAll('img')].map((img) => img.getAttribute('alt'))
+    expect(named).toEqual(LOGOS.map((logo) => logo.name))
+    for (const img of rows[1].querySelectorAll('img')) {
+      expect(img.getAttribute('alt')).toBe('')
+    }
+
+    const track = rows[0].parentElement
+    expect(track?.parentElement?.className).toContain('mask-image')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/nav-menu-logo-marquee.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/nav-menu-logo-marquee.tsx
new file mode 100644
index 00000000000..c64f80051b6
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/nav-menu-logo-marquee.tsx
@@ -0,0 +1,153 @@
+'use client'
+
+import { type PointerEvent, useEffect, useRef } from 'react'
+import { cn } from '@sim/emcn'
+import Image from 'next/image'
+import { LOGOS, MUTED_MARK } from '@/app/(landing)/components/logos'
+import styles from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee/nav-menu-logo-marquee.module.css'
+
+/**
+ * The track holds two identical copies of the row and slides by half its
+ * width per cycle, so the seam lands exactly where the next copy begins and
+ * the loop never visibly restarts. Every copy is bounded to keep the cadence
+ * even: a copy is about 800px, so 16s is roughly 50px/s.
+ */
+const COPIES = [0, 1] as const
+const EDGE_FADE =
+  '[mask-image:linear-gradient(to_right,transparent,black_14%,black_86%,transparent)]'
+const LABEL = 'Companies building and governing AI agents with Sim'
+const KEYBOARD_STEP = 120
+
+interface MarqueeDrag {
+  pointerId: number
+  lastX: number
+}
+
+function moveTrack(track: HTMLDivElement | null, distance: number) {
+  const animation = track?.getAnimations()[0]
+  const duration = animation?.effect?.getComputedTiming().duration
+  const width = (track?.offsetWidth ?? 0) / COPIES.length
+  if (!animation || typeof duration !== 'number' || !duration || !width) return
+
+  const time = Number(animation.currentTime ?? 0) - (distance / width) * duration
+  animation.currentTime = ((time % duration) + duration) % duration
+}
+
+/**
+ * The customer wordmarks sliding in a muted band under a floating menu's
+ * blocs - the homepage's shared logo set at its optical sizes, the way the
+ * platform pages show them. The second copy of the row exists only for the
+ * seamless loop and is hidden from assistive technology; a reduced-motion
+ * preference leaves the row still. Dragging, trackpad scrolling, and arrow
+ * keys scrub the same animation timeline, preserving its position when
+ * autoplay resumes.
+ */
+export function NavMenuLogoMarquee() {
+  const viewportRef = useRef<HTMLDivElement>(null)
+  const trackRef = useRef<HTMLDivElement>(null)
+  const dragRef = useRef<MarqueeDrag | null>(null)
+
+  useEffect(() => {
+    const viewport = viewportRef.current
+    if (!viewport) return
+
+    const onWheel = (event: WheelEvent) => {
+      if (event.ctrlKey || dragRef.current) return
+      const delta = event.deltaX || (event.shiftKey ? event.deltaY : 0)
+      if (!delta || (!event.shiftKey && Math.abs(event.deltaY) > Math.abs(event.deltaX))) return
+
+      const unit =
+        event.deltaMode === WheelEvent.DOM_DELTA_LINE
+          ? 16
+          : event.deltaMode === WheelEvent.DOM_DELTA_PAGE
+            ? viewport.clientWidth
+            : 1
+      if (event.cancelable) event.preventDefault()
+      moveTrack(trackRef.current, -delta * unit)
+    }
+
+    /** Native wheel deltas include trackpad momentum; non-passive handling keeps horizontal swipes in the carousel. */
+    viewport.addEventListener('wheel', onWheel, { passive: false })
+    return () => viewport.removeEventListener('wheel', onWheel)
+  }, [])
+
+  const endDrag = (event: PointerEvent<HTMLDivElement>) => {
+    if (dragRef.current?.pointerId !== event.pointerId) return
+    dragRef.current = null
+    delete event.currentTarget.dataset.dragging
+    if (event.currentTarget.hasPointerCapture(event.pointerId)) {
+      event.currentTarget.releasePointerCapture(event.pointerId)
+    }
+  }
+
+  return (
+    <div
+      ref={viewportRef}
+      role='region'
+      aria-label='Customer logos'
+      aria-description='Drag, scroll horizontally, or use the left and right arrow keys to browse customer logos.'
+      /** biome-ignore lint/a11y/noNoninteractiveTabindex: Keyboard users can scrub this carousel with the arrow keys. */
+      tabIndex={0}
+      className={cn(
+        'cursor-grab touch-pan-y touch-pinch-zoom select-none overflow-hidden py-2 focus-visible:outline focus-visible:outline-2 focus-visible:outline-[var(--text-secondary)] focus-visible:outline-offset-[-2px] data-[dragging]:cursor-grabbing',
+        styles.viewport,
+        EDGE_FADE
+      )}
+      onPointerDown={(event) => {
+        if (!event.isPrimary || event.button !== 0) return
+        event.preventDefault()
+        dragRef.current = { pointerId: event.pointerId, lastX: event.clientX }
+        event.currentTarget.dataset.dragging = ''
+        event.currentTarget.setPointerCapture(event.pointerId)
+      }}
+      onPointerMove={(event) => {
+        const drag = dragRef.current
+        if (!drag || drag.pointerId !== event.pointerId) return
+        moveTrack(trackRef.current, event.clientX - drag.lastX)
+        drag.lastX = event.clientX
+      }}
+      onPointerUp={endDrag}
+      onPointerCancel={endDrag}
+      onLostPointerCapture={endDrag}
+      onKeyDown={(event) => {
+        if (event.key !== 'ArrowLeft' && event.key !== 'ArrowRight') return
+        event.preventDefault()
+        moveTrack(trackRef.current, event.key === 'ArrowLeft' ? KEYBOARD_STEP : -KEYBOARD_STEP)
+      }}
+    >
+      <div
+        ref={trackRef}
+        className={cn(
+          'flex w-max items-center will-change-transform [backface-visibility:hidden]',
+          styles.track
+        )}
+      >
+        {COPIES.map((copy) => {
+          const decorative = copy > 0
+          return (
+            <ul
+              key={copy}
+              aria-hidden={decorative || undefined}
+              aria-label={decorative ? undefined : LABEL}
+              className='flex w-max items-center'
+            >
+              {LOGOS.map((logo) => (
+                <li key={logo.name} className='flex shrink-0 items-center px-6'>
+                  <Image
+                    src={logo.src}
+                    alt={decorative ? '' : logo.name}
+                    height={logo.height}
+                    width={Math.round(logo.height * logo.aspect)}
+                    loading='lazy'
+                    draggable={false}
+                    className={cn('pointer-events-none', MUTED_MARK)}
+                  />
+                </li>
+              ))}
+            </ul>
+          )
+        })}
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/blog-menu-preview/blog-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/blog-menu-preview/blog-menu-preview.tsx
new file mode 100644
index 00000000000..fb6d528d75e
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/blog-menu-preview/blog-menu-preview.tsx
@@ -0,0 +1,25 @@
+import { FileText } from '@sim/emcn/icons'
+import Image from 'next/image'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+
+/** Cover of the latest published post, Tracking Secrets Through an Agent Run (August 8, 2026). */
+export function BlogMenuPreview() {
+  return (
+    <MenuPreviewFrame kind='blog'>
+      <div className='min-h-[400px] w-[620px] overflow-hidden rounded-[10px] border border-[var(--border)] bg-[var(--bg)] font-normal text-[var(--text-body)] text-small shadow-xs'>
+        <MenuPreviewHeader icon={FileText} title='Blog' />
+        <Image
+          src='/blog/secret-provenance/cover.jpg'
+          alt='Sim secret provenance technical overview'
+          width={1200}
+          height={675}
+          sizes='620px'
+          loading='lazy'
+          unoptimized
+          className='h-[260px] w-full object-cover'
+        />
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/blog-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/blog-menu-preview/index.ts
new file mode 100644
index 00000000000..90a0b6ff230
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/blog-menu-preview/index.ts
@@ -0,0 +1 @@
+export { BlogMenuPreview } from './blog-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/changelog-menu-preview/changelog-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/changelog-menu-preview/changelog-menu-preview.tsx
new file mode 100644
index 00000000000..48001f86b35
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/changelog-menu-preview/changelog-menu-preview.tsx
@@ -0,0 +1,48 @@
+import { Calendar } from '@sim/emcn/icons'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+
+/** Release dates and summaries come from the checked-in release announcements. */
+const RELEASES = [
+  {
+    date: 'Mar 17',
+    year: '2026',
+    title: 'Your agents, in one workspace',
+    description: 'One workspace for your agents, data, and tools.',
+  },
+  {
+    date: 'Jan 22',
+    year: '2026',
+    title: 'Copilot & MCP deployment',
+    description: 'Build with context. Deploy any workflow as a tool.',
+  },
+] as const
+
+/** An open release timeline with quiet separators and content extending past the cropped window. */
+export function ChangelogMenuPreview() {
+  return (
+    <MenuPreviewFrame kind='changelog'>
+      <div className='min-h-[400px] w-[620px] overflow-hidden rounded-[10px] border border-[var(--border)] bg-[var(--bg)] font-normal text-[var(--text-body)] text-small shadow-xs'>
+        <MenuPreviewHeader icon={Calendar} title='Changelog' />
+        <div className='relative p-4'>
+          <div className='absolute top-10 bottom-0 left-[91px] w-px bg-[var(--border)]' />
+          {RELEASES.map(({ date, year, title, description }) => (
+            <div key={title} className='relative grid min-h-36 grid-cols-[64px_1fr] gap-6'>
+              <div className='pt-4 text-[var(--text-muted)] text-small'>
+                <div className='text-[var(--text-secondary)]'>{date}</div>
+                <div className='mt-0.5'>{year}</div>
+              </div>
+              <span className='absolute top-[22px] left-[72px] size-[7px] rounded-full border border-[var(--text-icon)] bg-[var(--bg)]' />
+              <div className='border-[var(--border)] border-b pt-4 pb-8'>
+                <div className='text-[var(--text-primary)] text-base'>{title}</div>
+                <p className='mt-2 max-w-[350px] text-[var(--text-muted)] leading-relaxed'>
+                  {description}
+                </p>
+              </div>
+            </div>
+          ))}
+        </div>
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/changelog-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/changelog-menu-preview/index.ts
new file mode 100644
index 00000000000..cc923e6ee2c
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/changelog-menu-preview/index.ts
@@ -0,0 +1 @@
+export { ChangelogMenuPreview } from './changelog-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/docs-menu-preview/docs-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/docs-menu-preview/docs-menu-preview.tsx
new file mode 100644
index 00000000000..cfa31ee7f10
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/docs-menu-preview/docs-menu-preview.tsx
@@ -0,0 +1,48 @@
+import { Chip } from '@sim/emcn'
+import { BookOpen } from '@sim/emcn/icons'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+
+const BUILD_PAGES = ['Workflows', 'Agents', 'Knowledge Base'] as const
+
+/** A compact reading view of the Docs getting-started guide and its structured output. */
+export function DocsMenuPreview() {
+  return (
+    <MenuPreviewFrame kind='docs'>
+      <div className='min-h-[400px] w-[620px] overflow-hidden rounded-[10px] border border-[var(--border)] bg-[var(--bg)] font-normal text-[var(--text-body)] text-small shadow-xs'>
+        <MenuPreviewHeader icon={BookOpen} title='Documentation' />
+        <div className='flex min-h-[356px]'>
+          <div className='w-[148px] shrink-0 border-[var(--border)] border-r px-2 py-3'>
+            <p className='mb-1 px-2 text-[var(--text-muted)] text-caption'>Get started</p>
+            <Chip className='w-full justify-start' tabIndex={-1}>
+              Introduction
+            </Chip>
+            <Chip active className='w-full justify-start' tabIndex={-1}>
+              Getting started
+            </Chip>
+            <p className='mt-4 mb-1 px-2 text-[var(--text-muted)] text-caption'>Build</p>
+            {BUILD_PAGES.map((page) => (
+              <Chip key={page} className='w-full justify-start' tabIndex={-1}>
+                {page}
+              </Chip>
+            ))}
+          </div>
+          <div className='min-w-0 flex-1 p-4'>
+            <p className='text-[24px] text-[var(--text-primary)] leading-7 tracking-[-0.6px]'>
+              Getting started
+            </p>
+            <p className='mt-1.5 max-w-[340px] text-[var(--text-secondary)] leading-[18px]'>
+              Build your first agent with search tools and structured output.
+            </p>
+            <p className='mt-6 text-[var(--text-primary)] text-small'>Structured output</p>
+            <pre className='mt-2 rounded-md border border-[var(--border)] bg-[var(--surface-3)] px-3 py-3 font-mono text-[11px] text-[var(--text-secondary)] leading-5'>
+              <code>
+                {'{\n  "location": "San Francisco",\n  "profession": "Software engineer"\n}'}
+              </code>
+            </pre>
+          </div>
+        </div>
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/docs-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/docs-menu-preview/index.ts
new file mode 100644
index 00000000000..636c5390102
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/docs-menu-preview/index.ts
@@ -0,0 +1 @@
+export { DocsMenuPreview } from './docs-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/enterprise-menu-preview/enterprise-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/enterprise-menu-preview/enterprise-menu-preview.tsx
new file mode 100644
index 00000000000..5d187bb7345
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/enterprise-menu-preview/enterprise-menu-preview.tsx
@@ -0,0 +1,72 @@
+import { Chip, ChipDropdown, cn } from '@sim/emcn'
+import { Building, MoreHorizontal, Plus } from '@sim/emcn/icons'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+import { MemberRow } from '@/app/workspace/[workspaceId]/settings/components/member-list/member-list'
+import { SegmentedMeter } from '@/app/workspace/[workspaceId]/settings/components/segmented-meter/segmented-meter'
+
+const MEMBERS = [
+  { name: 'Morgan', email: 'morgan@example.com', role: 'Owner' },
+  { name: 'Alex', email: 'alex@example.com', role: 'Admin' },
+  { name: 'Jamie', email: 'jamie@example.com', role: 'Member' },
+] as const
+
+interface EnterpriseMenuPreviewProps {
+  layout?: 'menu' | 'hero'
+}
+
+/** Production member rows, role chips, and allowance meter make organization controls tangible. */
+export function EnterpriseMenuPreview({ layout = 'menu' }: EnterpriseMenuPreviewProps) {
+  return (
+    <MenuPreviewFrame kind='enterprise' layout={layout}>
+      <div
+        className={cn(
+          'w-[566px] overflow-hidden rounded-[10px] border border-[var(--border)] bg-[var(--bg)] shadow-xs',
+          layout === 'hero' && '@max-[640px]:w-[calc(100cqw-48px)] min-w-[340px]'
+        )}
+      >
+        <MenuPreviewHeader
+          icon={Building}
+          title='Organization'
+          actions={
+            <>
+              <Chip active>Members</Chip>
+              <Chip variant='outline' leftIcon={Plus}>
+                Invite
+              </Chip>
+            </>
+          }
+        />
+        <div className='px-4 pt-4 pb-5'>
+          <div className='-mx-2 flex flex-col gap-1'>
+            {MEMBERS.map((member) => (
+              <MemberRow
+                key={member.name}
+                name={member.name}
+                email={member.email}
+                image={null}
+                status=''
+                roleControl={
+                  <ChipDropdown
+                    value={member.role}
+                    options={[{ value: member.role, label: member.role }]}
+                    disabled={member.role === 'Owner'}
+                    matchTriggerWidth={false}
+                  />
+                }
+                menu={<MoreHorizontal className='size-[14px] text-[var(--text-icon)]' />}
+              />
+            ))}
+          </div>
+          <div className='mt-4 border-[var(--border)] border-t pt-4'>
+            <div className='mb-3 flex items-center justify-between text-[13px]'>
+              <span className='text-[var(--text-body)]'>Workspace usage</span>
+              <span className='text-[var(--text-muted)] tabular-nums'>$1,240 of $2,000</span>
+            </div>
+            <SegmentedMeter used={1240} total={2000} segments={28} />
+          </div>
+        </div>
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/enterprise-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/enterprise-menu-preview/index.ts
new file mode 100644
index 00000000000..ab7d40d20cb
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/enterprise-menu-preview/index.ts
@@ -0,0 +1 @@
+export { EnterpriseMenuPreview } from './enterprise-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/files-menu-preview/files-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/files-menu-preview/files-menu-preview.tsx
new file mode 100644
index 00000000000..61a40ccac3f
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/files-menu-preview/files-menu-preview.tsx
@@ -0,0 +1,124 @@
+import { Chip } from '@sim/emcn'
+import { ArrowUpDown, Files, Folder, ListFilter, Search } from '@sim/emcn/icons'
+import { CsvIcon, DocxIcon, PdfIcon } from '@/components/icons/document-icons'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import {
+  MenuPreviewHeader,
+  MenuPreviewToolbar,
+} from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+
+interface FilesMenuPreviewProps {
+  layout?: 'menu' | 'hero'
+}
+
+const FILES = [
+  {
+    name: 'Brand assets',
+    icon: Folder,
+    size: '24.6 MB',
+    type: 'Folder',
+    created: 'Sep 4',
+    owner: 'Morgan',
+  },
+  {
+    name: 'Weekly report.pdf',
+    icon: PdfIcon,
+    size: '1.8 MB',
+    type: 'PDF',
+    created: 'Sep 4',
+    owner: 'Morgan',
+  },
+  {
+    name: 'Qualified leads.csv',
+    icon: CsvIcon,
+    size: '96 KB',
+    type: 'CSV',
+    created: 'Sep 4',
+    owner: 'Alex',
+  },
+  {
+    name: 'Product brief.docx',
+    icon: DocxIcon,
+    size: '324 KB',
+    type: 'DOCX',
+    created: 'Sep 3',
+    owner: 'Jordan',
+  },
+  {
+    name: 'Brand guidelines.pdf',
+    icon: PdfIcon,
+    size: '5.1 MB',
+    type: 'PDF',
+    created: 'Sep 2',
+    owner: 'Morgan',
+  },
+] as const
+
+/** A native Files resource list with the product’s file types and columns, without creation actions. */
+export function FilesMenuPreview({ layout = 'menu' }: FilesMenuPreviewProps) {
+  return (
+    <MenuPreviewFrame kind='files' layout={layout}>
+      <div className='w-[660px] overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] font-normal text-[13px] text-[var(--text-body)] shadow-xs'>
+        <MenuPreviewHeader icon={Files} title='Files' />
+        <MenuPreviewToolbar>
+          <span className='mr-auto ml-2 flex items-center gap-2 text-[var(--text-muted)]'>
+            <Search className='size-[14px]' />
+            Search files...
+          </span>
+          <Chip leftIcon={ListFilter} tabIndex={-1}>
+            Filter
+          </Chip>
+          <Chip leftIcon={ArrowUpDown} tabIndex={-1}>
+            Sort
+          </Chip>
+        </MenuPreviewToolbar>
+        <table className='w-full table-fixed border-collapse whitespace-nowrap text-left'>
+          <colgroup>
+            <col className='w-[256px]' />
+            <col className='w-[78px]' />
+            <col className='w-[98px]' />
+            <col className='w-[94px]' />
+            <col className='w-[132px]' />
+          </colgroup>
+          <thead>
+            <tr className='h-9 border-[var(--border)] border-b text-[var(--text-muted)]'>
+              <th className='pl-4 font-normal'>Name</th>
+              <th className='font-normal'>Size</th>
+              <th className='font-normal'>Type</th>
+              <th className='font-normal'>Created</th>
+              <th className='font-normal'>Owner</th>
+            </tr>
+          </thead>
+          <tbody>
+            {FILES.map(({ name, icon: Icon, size, type, created, owner }) => (
+              <tr key={name} className='h-11 text-[var(--text-secondary)]'>
+                <td className='pl-4 text-[var(--text-body)]'>
+                  <span className='flex items-center gap-2.5'>
+                    <Icon className='size-[14px] shrink-0 text-[var(--text-icon)]' />
+                    <span className='truncate'>{name}</span>
+                  </span>
+                </td>
+                <td className='tabular-nums'>{size}</td>
+                <td>
+                  <span className='flex items-center gap-2'>
+                    <Icon className='size-[14px] shrink-0 text-[var(--text-icon)]' />
+                    {type}
+                  </span>
+                </td>
+                <td>{created}</td>
+                <td>
+                  <span className='flex items-center gap-2'>
+                    <span className='flex size-[18px] items-center justify-center rounded-full bg-[var(--surface-3)] text-[10px]'>
+                      {owner[0]}
+                    </span>
+                    {owner}
+                  </span>
+                </td>
+              </tr>
+            ))}
+          </tbody>
+        </table>
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/files-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/files-menu-preview/index.ts
new file mode 100644
index 00000000000..3bfd7476c8d
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/files-menu-preview/index.ts
@@ -0,0 +1 @@
+export { FilesMenuPreview } from './files-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/integrations-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/integrations-menu-preview/index.ts
new file mode 100644
index 00000000000..079ac769206
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/integrations-menu-preview/index.ts
@@ -0,0 +1 @@
+export { IntegrationsMenuPreview } from './integrations-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/integrations-menu-preview/integrations-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/integrations-menu-preview/integrations-menu-preview.tsx
new file mode 100644
index 00000000000..b902ad43cbf
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/integrations-menu-preview/integrations-menu-preview.tsx
@@ -0,0 +1,51 @@
+import { Integration, Search } from '@sim/emcn/icons'
+import {
+  GithubIcon,
+  GmailIcon,
+  GoogleDriveIcon,
+  LinearIcon,
+  NotionIcon,
+  SlackIcon,
+} from '@/components/icons'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import {
+  MenuPreviewHeader,
+  MenuPreviewToolbar,
+} from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+
+const INTEGRATIONS = [
+  { name: 'Slack', icon: SlackIcon },
+  { name: 'Notion', icon: NotionIcon },
+  { name: 'Google Drive', icon: GoogleDriveIcon },
+  { name: 'GitHub', icon: GithubIcon },
+  { name: 'Gmail', icon: GmailIcon },
+  { name: 'Linear', icon: LinearIcon },
+] as const
+
+/** Minimal app tiles in a native directory crop that continues beyond the preview edges. */
+export function IntegrationsMenuPreview() {
+  return (
+    <MenuPreviewFrame kind='integrations'>
+      <div className='min-h-[400px] w-[620px] overflow-hidden rounded-[10px] border border-[var(--border)] bg-[var(--bg)] font-normal text-[var(--text-body)] text-small shadow-xs'>
+        <MenuPreviewHeader icon={Integration} title='Integrations' />
+        <MenuPreviewToolbar>
+          <span className='ml-2 flex items-center gap-2 text-[var(--text-muted)]'>
+            <Search className='size-[14px]' />
+            Search integrations...
+          </span>
+        </MenuPreviewToolbar>
+        <div className='grid grid-cols-3 gap-3 p-4'>
+          {INTEGRATIONS.map(({ name, icon: Icon }) => (
+            <div
+              key={name}
+              className='flex h-[72px] min-w-0 items-center gap-3 rounded-lg border border-[var(--border)] bg-[var(--surface-1)] px-4'
+            >
+              <Icon className='size-7 shrink-0' />
+              <div className='truncate text-[var(--text-primary)] text-base'>{name}</div>
+            </div>
+          ))}
+        </div>
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/knowledge-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/knowledge-menu-preview/index.ts
new file mode 100644
index 00000000000..f49f26f20dd
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/knowledge-menu-preview/index.ts
@@ -0,0 +1 @@
+export { KnowledgeMenuPreview } from './knowledge-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/knowledge-menu-preview/knowledge-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/knowledge-menu-preview/knowledge-menu-preview.tsx
new file mode 100644
index 00000000000..d03ca17b04c
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/knowledge-menu-preview/knowledge-menu-preview.tsx
@@ -0,0 +1,128 @@
+import { Badge, Chip } from '@sim/emcn'
+import { ArrowUpDown, ChevronRight, Database, ListFilter, Search } from '@sim/emcn/icons'
+import { DocxIcon, PdfIcon } from '@/components/icons/document-icons'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import {
+  MenuPreviewHeader,
+  MenuPreviewToolbar,
+} from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+
+interface KnowledgeMenuPreviewProps {
+  layout?: 'menu' | 'hero'
+}
+
+const DOCUMENTS = [
+  {
+    name: 'Product handbook.pdf',
+    icon: PdfIcon,
+    size: '1.2 MB',
+    tokens: '24.8k',
+    chunks: '64',
+    uploaded: 'Sep 4',
+  },
+  {
+    name: 'Support playbook.docx',
+    icon: DocxIcon,
+    size: '428 KB',
+    tokens: '18.2k',
+    chunks: '42',
+    uploaded: 'Sep 3',
+  },
+  {
+    name: 'Getting started.pdf',
+    icon: PdfIcon,
+    size: '864 KB',
+    tokens: '12.6k',
+    chunks: '31',
+    uploaded: 'Sep 3',
+  },
+  {
+    name: 'Security overview.pdf',
+    icon: PdfIcon,
+    size: '640 KB',
+    tokens: '9.4k',
+    chunks: '26',
+    uploaded: 'Sep 2',
+  },
+  {
+    name: 'Release notes.docx',
+    icon: DocxIcon,
+    size: '218 KB',
+    tokens: '6.8k',
+    chunks: '18',
+    uploaded: 'Sep 1',
+  },
+] as const
+
+/** The production knowledge document list, cropped around its content and indexing metadata. */
+export function KnowledgeMenuPreview({ layout = 'menu' }: KnowledgeMenuPreviewProps) {
+  return (
+    <MenuPreviewFrame kind='knowledge' layout={layout}>
+      <div className='w-[624px] overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] font-normal text-[13px] text-[var(--text-body)] shadow-xs'>
+        <MenuPreviewHeader
+          icon={Database}
+          title={
+            <>
+              <span>Knowledge Base</span>
+              <ChevronRight className='size-3 text-[var(--text-muted)]' />
+              <span>Support</span>
+            </>
+          }
+        />
+        <MenuPreviewToolbar>
+          <span className='mr-auto ml-2 flex items-center gap-2 text-[var(--text-muted)]'>
+            <Search className='size-[14px]' />
+            Search documents...
+          </span>
+          <Chip leftIcon={ListFilter} tabIndex={-1}>
+            Filter
+          </Chip>
+          <Chip leftIcon={ArrowUpDown} tabIndex={-1}>
+            Sort
+          </Chip>
+        </MenuPreviewToolbar>
+        <table className='w-full table-fixed border-collapse whitespace-nowrap text-left'>
+          <colgroup>
+            <col className='w-[222px]' />
+            <col className='w-[70px]' />
+            <col className='w-[68px]' />
+            <col className='w-[68px]' />
+            <col className='w-[84px]' />
+            <col className='w-[110px]' />
+          </colgroup>
+          <thead>
+            <tr className='h-9 border-[var(--border)] border-b text-[var(--text-muted)]'>
+              <th className='pl-4 font-normal'>Name</th>
+              <th className='font-normal'>Size</th>
+              <th className='font-normal'>Tokens</th>
+              <th className='font-normal'>Chunks</th>
+              <th className='font-normal'>Uploaded</th>
+              <th className='font-normal'>Status</th>
+            </tr>
+          </thead>
+          <tbody>
+            {DOCUMENTS.map(({ name, icon: Icon, size, tokens, chunks, uploaded }) => (
+              <tr key={name} className='h-11 text-[var(--text-secondary)]'>
+                <td className='pl-4 text-[var(--text-body)]'>
+                  <span className='flex items-center gap-2.5'>
+                    <Icon className='size-[14px] shrink-0 text-[var(--text-icon)]' />
+                    <span className='truncate'>{name}</span>
+                  </span>
+                </td>
+                <td className='tabular-nums'>{size}</td>
+                <td className='tabular-nums'>{tokens}</td>
+                <td className='tabular-nums'>{chunks}</td>
+                <td>{uploaded}</td>
+                <td>
+                  <Badge variant='gray-secondary' size='sm'>
+                    Enabled
+                  </Badge>
+                </td>
+              </tr>
+            ))}
+          </tbody>
+        </table>
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/library-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/library-menu-preview/index.ts
new file mode 100644
index 00000000000..e8650a5b0fe
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/library-menu-preview/index.ts
@@ -0,0 +1 @@
+export { LibraryMenuPreview } from './library-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/library-menu-preview/library-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/library-menu-preview/library-menu-preview.tsx
new file mode 100644
index 00000000000..776d1508a92
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/library-menu-preview/library-menu-preview.tsx
@@ -0,0 +1,34 @@
+import { Library } from '@sim/emcn/icons'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+
+const GUIDES = [
+  { title: 'How to Build AI Agents With Sim', category: 'How-to' },
+  { title: 'AI Agent vs Chatbot: Understanding the Differences', category: 'Comparison' },
+  { title: 'How to Turn a Workflow Into a Reusable MCP Tool', category: 'How-to' },
+  { title: '10 AI Agent Ideas for Real Impact', category: 'Ideas' },
+] as const
+
+/** A minimal grid of published guides whose lower row continues beyond the preview crop. */
+export function LibraryMenuPreview() {
+  return (
+    <MenuPreviewFrame kind='library'>
+      <div className='min-h-[400px] w-[620px] overflow-hidden rounded-[10px] border border-[var(--border)] bg-[var(--bg)] font-normal text-[var(--text-body)] text-small shadow-xs'>
+        <MenuPreviewHeader icon={Library} title='Library' />
+        <div className='grid grid-cols-2 gap-3 p-4'>
+          {GUIDES.map(({ title, category }) => (
+            <div
+              key={title}
+              className='h-[140px] rounded-md border border-[var(--border)] bg-[var(--surface-2)] p-4'
+            >
+              <p className='text-[var(--text-muted)] text-small'>{category}</p>
+              <p className='mt-4 max-w-[230px] text-[var(--text-primary)] text-base leading-5'>
+                {title}
+              </p>
+            </div>
+          ))}
+        </div>
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview/components/logs-run-graph/logs-run-graph.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview/components/logs-run-graph/logs-run-graph.tsx
new file mode 100644
index 00000000000..bcbdc357cb2
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview/components/logs-run-graph/logs-run-graph.tsx
@@ -0,0 +1,84 @@
+'use client'
+
+import { useState } from 'react'
+import { cn, Tooltip } from '@sim/emcn'
+
+const BUCKET_HEIGHTS = {
+  3: 'h-[30%]',
+  4: 'h-[40%]',
+  5: 'h-1/2',
+  6: 'h-[60%]',
+  7: 'h-[70%]',
+  8: 'h-[80%]',
+  9: 'h-[90%]',
+  10: 'h-full',
+} as const
+
+interface LogsRunGraphProps {
+  buckets: readonly { hour: number; count: keyof typeof BUCKET_HEIGHTS }[]
+}
+
+/** One floating tooltip follows the pointer across static hourly bars. */
+export function LogsRunGraph({ buckets }: LogsRunGraphProps) {
+  const [activeIndex, setActiveIndex] = useState(0)
+  const bucket = buckets[activeIndex]
+  const timeRange =
+    bucket.hour === 23 ? 'Last hour' : `${24 - bucket.hour}–${23 - bucket.hour} hours ago`
+
+  return (
+    <Tooltip.Root preferAbove>
+      <Tooltip.Trigger
+        type='button'
+        data-run-overview-graph
+        aria-label={`Hourly successful runs. ${timeRange}: ${bucket.count} succeeded. Use left and right arrows to explore.`}
+        className='pointer-events-auto mt-3 flex h-12 w-full cursor-default items-end gap-0.5 rounded-sm outline-none focus-visible:outline-2 focus-visible:outline-[var(--text-icon)] focus-visible:outline-offset-4'
+        onMouseDown={(event) => event.preventDefault()}
+        onKeyDown={(event) => {
+          switch (event.key) {
+            case 'ArrowLeft':
+              setActiveIndex(Math.max(0, activeIndex - 1))
+              break
+            case 'ArrowRight':
+              setActiveIndex(Math.min(buckets.length - 1, activeIndex + 1))
+              break
+            case 'Home':
+              setActiveIndex(0)
+              break
+            case 'End':
+              setActiveIndex(buckets.length - 1)
+              break
+            default:
+              return
+          }
+          event.preventDefault()
+        }}
+      >
+        {buckets.map((item, index) => (
+          <span
+            key={item.hour}
+            aria-hidden='true'
+            data-run-count={item.count}
+            className='flex h-full min-w-0 flex-1 items-end'
+            onPointerEnter={() => setActiveIndex(index)}
+          >
+            <span
+              data-run-bar
+              className={cn('block w-full rounded-[2px] bg-[#525252]', BUCKET_HEIGHTS[item.count])}
+            />
+          </span>
+        ))}
+      </Tooltip.Trigger>
+      <Tooltip.Content offset={10}>
+        <div className='flex flex-col gap-1 whitespace-nowrap'>
+          <span className='text-[var(--text-secondary)]'>{timeRange}</span>
+          <span className='flex items-center gap-1.5 tabular-nums'>
+            <span className='size-1.5 rounded-full bg-[#525252]' />
+            {bucket.count} succeeded
+            <span className='text-[var(--text-secondary)]'>·</span>$
+            {(bucket.count * 0.11).toFixed(2)}
+          </span>
+        </div>
+      </Tooltip.Content>
+    </Tooltip.Root>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview/index.ts
new file mode 100644
index 00000000000..8454ba41927
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview/index.ts
@@ -0,0 +1 @@
+export { LogsMenuPreview } from './logs-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview/logs-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview/logs-menu-preview.tsx
new file mode 100644
index 00000000000..30402b531a6
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview/logs-menu-preview.tsx
@@ -0,0 +1,79 @@
+import { Chip, cn } from '@sim/emcn'
+import { ChevronDown, Search } from '@sim/emcn/icons'
+import { LogsRunGraph } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview/components/logs-run-graph/logs-run-graph'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+
+interface LogsMenuPreviewProps {
+  layout?: 'menu' | 'hero'
+}
+
+/** Successful runs grouped into hourly buckets, following the earlier RunHealth overview. */
+const RUN_COUNTS = [
+  3, 5, 4, 6, 4, 7, 5, 6, 8, 5, 7, 6, 9, 6, 8, 7, 10, 6, 8, 7, 9, 8, 6, 7,
+] as const
+const RUN_BUCKETS = RUN_COUNTS.map((count, hour) => ({ hour, count }))
+const COMPLETED_RUNS = RUN_COUNTS.reduce<number>((total, count) => total + count, 0)
+
+const SUMMARY_STATS = [
+  { label: 'Success rate', value: '100%' },
+  { label: 'Median run', value: '21.8s' },
+  { label: 'Completed', value: String(COMPLETED_RUNS) },
+  { label: 'Cost', value: `$${(COMPLETED_RUNS * 0.11).toFixed(2)}` },
+] as const
+
+/** A successful-only sample of the earlier high-level Logs overview and run-volume graph. */
+export function LogsMenuPreview({ layout = 'menu' }: LogsMenuPreviewProps) {
+  return (
+    <MenuPreviewFrame kind='logs' layout={layout} interactive>
+      <div
+        className={cn(
+          'w-[560px] overflow-hidden rounded-[10px] border border-[var(--border)] bg-[var(--bg)] font-normal text-[var(--text-body)] text-small shadow-xs',
+          layout === 'hero' && 'max-sm:w-[calc(100vw-48px)]'
+        )}
+      >
+        <div aria-hidden='true' inert>
+          <div className='flex h-11 items-center gap-1 px-2'>
+            <Chip leftIcon={Search} tabIndex={-1}>
+              Toolbar
+            </Chip>
+            <Chip tabIndex={-1}>Editor</Chip>
+            <Chip active tabIndex={-1}>
+              Logs
+            </Chip>
+          </div>
+          <MenuPreviewHeader
+            title='Run overview'
+            actions={
+              <Chip rightIcon={ChevronDown} tabIndex={-1}>
+                Last 24 hours
+              </Chip>
+            }
+          />
+        </div>
+        <div className='px-4 py-3'>
+          <div className='grid grid-cols-2 gap-1.5'>
+            {SUMMARY_STATS.map((stat) => (
+              <div
+                key={stat.label}
+                className='min-w-0 rounded-md border border-[var(--border)] bg-[var(--surface-2)] px-2 py-1.5'
+              >
+                <p className='text-[var(--text-tertiary)] text-caption'>{stat.label}</p>
+                <p className='text-[var(--text-primary)] text-base tabular-nums'>{stat.value}</p>
+              </div>
+            ))}
+          </div>
+          <LogsRunGraph buckets={RUN_BUCKETS} />
+          <div className='mt-1.5 flex justify-between text-[var(--text-secondary)] text-caption'>
+            <span>24 hours ago</span>
+            <span>Now</span>
+          </div>
+          <div className='mt-3 flex items-center gap-1.5 text-[var(--text-secondary)] text-caption'>
+            <span className='size-[6px] rounded-full bg-[var(--text-primary)]' />
+            All runs succeeded
+          </div>
+        </div>
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame/index.ts
new file mode 100644
index 00000000000..3757bea7f8c
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame/index.ts
@@ -0,0 +1 @@
+export { MenuPreviewFrame } from './menu-preview-frame'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame/menu-preview-frame.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame/menu-preview-frame.tsx
new file mode 100644
index 00000000000..16d2726f5ff
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame/menu-preview-frame.tsx
@@ -0,0 +1,45 @@
+import type { ReactNode } from 'react'
+import { cn } from '@sim/emcn'
+import type { NavMenuPreviewKind } from '@/app/(landing)/components/navbar/components/nav-menu-chip/types'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+
+interface MenuPreviewFrameProps {
+  kind: NavMenuPreviewKind
+  children: ReactNode
+  /** Opt in only when a preview contains real hover or keyboard interaction. */
+  interactive?: boolean
+  layout?: 'menu' | 'hero'
+}
+
+/** Navigation crops and open hero stages share the same product UI and edge treatment. */
+export function MenuPreviewFrame({
+  kind,
+  children,
+  interactive = false,
+  layout = 'menu',
+}: MenuPreviewFrameProps) {
+  const isHero = layout === 'hero'
+
+  return (
+    <div
+      aria-hidden={interactive ? undefined : true}
+      inert={!interactive}
+      data-menu-preview={kind}
+      className={cn(
+        'pointer-events-none absolute inset-0 isolate select-none overflow-hidden [container-type:inline-size]',
+        isHero ? 'bg-[var(--bg)]' : 'bg-[var(--surface-3)] [--preview-content-width:576px]'
+      )}
+    >
+      <div
+        className={cn(
+          isHero
+            ? '-translate-x-1/2 absolute top-20 @max-[640px]:left-6 left-1/2 w-max @max-[640px]:translate-x-0 max-sm:top-6'
+            : 'relative w-[640px] origin-top-left p-10 [scale:min(1,tan(atan2(100cqw,640px)))]'
+        )}
+      >
+        {children}
+      </div>
+      <EdgeFade ground={isHero ? 'canvas' : 'surface'} depth='preview' />
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header.tsx
new file mode 100644
index 00000000000..8de7b766812
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header.tsx
@@ -0,0 +1,54 @@
+import type { ComponentType, ReactNode } from 'react'
+import { cn } from '@sim/emcn'
+
+interface MenuPreviewHeaderProps {
+  icon?: ComponentType<{ className?: string }>
+  title: ReactNode
+  actions?: ReactNode
+  size?: 'default' | 'table'
+}
+
+interface MenuPreviewToolbarProps {
+  children: ReactNode
+}
+
+/** Preview frames can constrain header actions to their visible crop. */
+export function MenuPreviewHeader({
+  icon: Icon,
+  title,
+  actions,
+  size = 'default',
+}: MenuPreviewHeaderProps) {
+  return (
+    <div
+      data-menu-preview-header
+      className={cn(
+        'shrink-0 border-[var(--border)] border-b',
+        size === 'table' ? 'box-content h-10' : 'h-11'
+      )}
+    >
+      <div className='flex size-full max-w-[var(--preview-content-width,100%)] items-center gap-2 px-4'>
+        {Icon && <Icon className='size-[14px] shrink-0 text-[var(--text-icon)]' />}
+        <div className='flex min-w-0 flex-1 items-center gap-2 whitespace-nowrap text-[var(--text-primary)] text-base'>
+          {title}
+        </div>
+        {actions && (
+          <div className='ml-auto flex shrink-0 items-center gap-1 text-[var(--text-secondary)] text-small'>
+            {actions}
+          </div>
+        )}
+      </div>
+    </div>
+  )
+}
+
+/** Chip padding brings toolbar labels onto the title row's 16px inset. */
+export function MenuPreviewToolbar({ children }: MenuPreviewToolbarProps) {
+  return (
+    <div data-menu-preview-toolbar className='h-[38px] border-[var(--border)] border-b'>
+      <div className='flex size-full max-w-[var(--preview-content-width,100%)] items-center gap-1 px-2 text-small'>
+        {children}
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/models-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/models-menu-preview/index.ts
new file mode 100644
index 00000000000..cf1079e9ea5
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/models-menu-preview/index.ts
@@ -0,0 +1 @@
+export { ModelsMenuPreview } from './models-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/models-menu-preview/models-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/models-menu-preview/models-menu-preview.tsx
new file mode 100644
index 00000000000..eb422972338
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/models-menu-preview/models-menu-preview.tsx
@@ -0,0 +1,48 @@
+import 'server-only'
+
+import { BrainCircuit, Search } from '@sim/emcn/icons'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import {
+  MenuPreviewHeader,
+  MenuPreviewToolbar,
+} from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+import { MODEL_CATALOG_PROVIDERS } from '@/app/(landing)/models/utils'
+
+const FEATURED_MODELS = MODEL_CATALOG_PROVIDERS.flatMap((provider) =>
+  provider.models
+    .filter((model) => model.featured)
+    .map((model) => ({
+      id: model.id,
+      name: model.displayName,
+      provider: provider.name,
+      icon: provider.icon ?? BrainCircuit,
+    }))
+)
+
+/** A quiet model directory extending past the preview's right and bottom edges. */
+export function ModelsMenuPreview() {
+  return (
+    <MenuPreviewFrame kind='models'>
+      <div className='min-h-[400px] w-[620px] overflow-hidden rounded-[10px] border border-[var(--border)] bg-[var(--bg)] font-normal text-[var(--text-body)] text-small shadow-xs'>
+        <MenuPreviewHeader icon={BrainCircuit} title='Models' />
+        <MenuPreviewToolbar>
+          <span className='ml-2 flex items-center gap-2 text-[var(--text-muted)]'>
+            <Search className='size-[14px]' />
+            Search models...
+          </span>
+        </MenuPreviewToolbar>
+        <div className='divide-y divide-[var(--border)]'>
+          {FEATURED_MODELS.map(({ id, name, provider, icon: Icon }) => (
+            <div key={id} className='flex h-[76px] items-center gap-3 px-4'>
+              <Icon className='size-7 shrink-0 text-[var(--text-primary)]' />
+              <div>
+                <p className='text-[var(--text-primary)] text-base'>{name}</p>
+                <p className='mt-1 text-[var(--text-muted)]'>{provider}</p>
+              </div>
+            </div>
+          ))}
+        </div>
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview/index.ts
new file mode 100644
index 00000000000..0420fe2cd29
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview/index.ts
@@ -0,0 +1 @@
+export { OverviewMenuPreview } from './overview-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview/overview-menu-preview.module.css b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview/overview-menu-preview.module.css
new file mode 100644
index 00000000000..742b65b184a
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview/overview-menu-preview.module.css
@@ -0,0 +1,53 @@
+/** Normalized paths keep the draw speed consistent across both marks. */
+.mark path {
+  stroke-dasharray: 1;
+  stroke-dashoffset: 0;
+}
+
+.second {
+  --overview-mark-delay: 680ms;
+}
+
+.mark [data-integrate-layer="middle-plane"],
+.mark [data-integrate-layer="middle-port"],
+.mark [data-monitor-layer="base-bar"] {
+  --overview-layer-delay: 160ms;
+}
+
+.mark [data-integrate-layer="top-plane"],
+.mark [data-monitor-layer="inner-low"],
+.mark [data-monitor-layer="inner-high"] {
+  --overview-layer-delay: 320ms;
+}
+
+.mark [data-integrate-layer="top-socket"],
+.mark [data-monitor-layer="left-panel"],
+.mark [data-monitor-layer="right-panel"] {
+  --overview-layer-delay: 480ms;
+}
+
+.mark [data-monitor-layer="top-lid"] {
+  --overview-layer-delay: 640ms;
+}
+
+/** The menu stays mounted while closed; opening it restarts the reveal. */
+@media (prefers-reduced-motion: no-preference) {
+  :global(#primary-navigation-mega-menu[aria-hidden="false"]) .mark path {
+    animation: contour-draw 1400ms cubic-bezier(0.4, 0, 0.2, 1) both;
+    animation-delay: calc(var(--overview-mark-delay, 0ms) + var(--overview-layer-delay, 0ms));
+  }
+}
+
+@keyframes contour-draw {
+  0% {
+    opacity: 0;
+    stroke-dashoffset: 1;
+  }
+  3% {
+    opacity: 1;
+  }
+  100% {
+    opacity: 1;
+    stroke-dashoffset: 0;
+  }
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview/overview-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview/overview-menu-preview.tsx
new file mode 100644
index 00000000000..ec222c7484f
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview/overview-menu-preview.tsx
@@ -0,0 +1,40 @@
+import { cn } from '@sim/emcn'
+import styles from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview/overview-menu-preview.module.css'
+import {
+  IsoIntegrateIllustration,
+  IsoMonitorIllustration,
+} from '@/app/(landing)/components/platform-suite/components/iso-marks'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+
+interface OverviewMenuPreviewProps {
+  layout?: 'menu' | 'hero'
+}
+
+/** The homepage's Build and Govern marks, reduced to a quiet row of drawn contours. */
+export function OverviewMenuPreview({ layout = 'menu' }: OverviewMenuPreviewProps) {
+  const isHero = layout === 'hero'
+
+  return (
+    <div
+      aria-hidden='true'
+      inert
+      data-menu-preview='overview'
+      className={cn(
+        'pointer-events-none absolute inset-0 flex select-none items-center justify-center overflow-hidden px-10 [container-type:inline-size]',
+        isHero ? 'gap-24 bg-[var(--bg)] max-sm:gap-10 max-sm:px-6' : 'gap-10 bg-[var(--surface-3)]'
+      )}
+    >
+      <IsoIntegrateIllustration
+        size={212}
+        variant='outline'
+        className={cn('size-[min(33cqw,212px)]', styles.mark)}
+      />
+      <IsoMonitorIllustration
+        size={212}
+        variant='outline'
+        className={cn('size-[min(33cqw,212px)]', styles.mark, styles.second)}
+      />
+      {isHero && <EdgeFade ground='canvas' depth='preview' />}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/tables-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/tables-menu-preview/index.ts
new file mode 100644
index 00000000000..64a068a337b
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/tables-menu-preview/index.ts
@@ -0,0 +1 @@
+export { TablesMenuPreview } from './tables-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/tables-menu-preview/tables-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/tables-menu-preview/tables-menu-preview.tsx
new file mode 100644
index 00000000000..42d4666e039
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/tables-menu-preview/tables-menu-preview.tsx
@@ -0,0 +1,103 @@
+import { Badge, Chip } from '@sim/emcn'
+import {
+  ChevronDown,
+  Columns3,
+  ListFilter,
+  Plus,
+  Table,
+  TagIcon,
+  TypeNumber,
+  TypeText,
+} from '@sim/emcn/icons'
+import { MenuPreviewFrame } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-frame'
+import {
+  MenuPreviewHeader,
+  MenuPreviewToolbar,
+} from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+
+interface TablesMenuPreviewProps {
+  layout?: 'menu' | 'hero'
+}
+
+const LEADS = [
+  { company: 'Acme Corp', score: 94, status: 'Qualified', contact: 'Alice Johnson' },
+  { company: 'Northstar', score: 88, status: 'Qualified', contact: 'Daniel Park' },
+  { company: 'Meridian', score: 72, status: 'Review', contact: 'Eva Chen' },
+  { company: 'Forma', score: 91, status: 'Qualified', contact: 'Sam Rivera' },
+  { company: 'Brightwave', score: 86, status: 'Qualified', contact: 'Morgan Lee' },
+] as const
+
+const COLUMNS = [
+  { name: 'Company', icon: TypeText },
+  { name: 'Score', icon: TypeNumber },
+  { name: 'Status', icon: TagIcon },
+  { name: 'Contact', icon: TypeText },
+] as const
+
+/** A cropped Tables editor with production column types, ruled cells, and neutral select values. */
+export function TablesMenuPreview({ layout = 'menu' }: TablesMenuPreviewProps) {
+  return (
+    <MenuPreviewFrame kind='tables' layout={layout}>
+      <div className='w-[620px] overflow-hidden rounded-[10px] border border-[var(--border)] bg-[var(--bg)] text-[var(--text-body)] text-small shadow-xs'>
+        <MenuPreviewHeader icon={Table} title='Qualified leads' actions='5 rows' />
+        <MenuPreviewToolbar>
+          <Chip rightIcon={ChevronDown}>All records</Chip>
+          <Chip leftIcon={ListFilter}>Filter</Chip>
+          <span className='ml-auto'>
+            <Chip leftIcon={Columns3}>Columns</Chip>
+          </span>
+        </MenuPreviewToolbar>
+        <table className='w-full table-fixed border-collapse text-left'>
+          <colgroup>
+            <col className='w-10' />
+            <col className='w-[174px]' />
+            <col className='w-[82px]' />
+            <col className='w-[138px]' />
+            <col className='w-[184px]' />
+          </colgroup>
+          <thead>
+            <tr className='h-[34px] border-[var(--border)] border-b'>
+              <th className='border-[var(--border)] border-r text-center font-normal text-[var(--text-muted)]'>
+                #
+              </th>
+              {COLUMNS.map(({ name, icon: Icon }) => (
+                <th
+                  key={name}
+                  className='border-[var(--border)] border-r px-2.5 font-normal last:border-r-0'
+                >
+                  <span className='flex items-center gap-1.5'>
+                    <Icon className='size-[14px] text-[var(--text-icon)]' />
+                    {name}
+                  </span>
+                </th>
+              ))}
+            </tr>
+          </thead>
+          <tbody>
+            {LEADS.map((lead, index) => (
+              <tr key={lead.company} className='h-[37px] border-[var(--border)] border-b'>
+                <td className='border-[var(--border)] border-r text-center text-[var(--text-muted)] tabular-nums'>
+                  {index + 1}
+                </td>
+                <td className='border-[var(--border)] border-r px-2.5'>{lead.company}</td>
+                <td className='border-[var(--border)] border-r px-2.5 tabular-nums'>
+                  {lead.score}
+                </td>
+                <td className='border-[var(--border)] border-r px-2.5'>
+                  <Badge variant='gray-secondary' size='sm'>
+                    {lead.status}
+                  </Badge>
+                </td>
+                <td className='truncate px-2.5 text-[var(--text-secondary)]'>{lead.contact}</td>
+              </tr>
+            ))}
+          </tbody>
+        </table>
+        <div className='flex h-9 items-center gap-2 px-3 text-[var(--text-muted)]'>
+          <Plus className='size-[14px]' />
+          <span>New row</span>
+        </div>
+      </div>
+    </MenuPreviewFrame>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview/index.ts
new file mode 100644
index 00000000000..9fed3e20d03
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview/index.ts
@@ -0,0 +1 @@
+export { WorkflowMenuPreview } from './workflow-menu-preview'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview/workflow-menu-preview.test.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview/workflow-menu-preview.test.tsx
new file mode 100644
index 00000000000..aa7ac68b06d
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview/workflow-menu-preview.test.tsx
@@ -0,0 +1,135 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, type ComponentProps, type ReactNode } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { WorkflowMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview/workflow-menu-preview'
+
+const { paintedCards, toolbarCallbacks } = vi.hoisted(() => ({
+  paintedCards: new Set<string>(),
+  toolbarCallbacks: new Map<string, (ready: boolean) => void>(),
+}))
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+  Button: (props: ComponentProps<'button'>) => <button {...props} />,
+  Check: () => null,
+  Duplicate: () => null,
+  handleKeyboardActivation: () => undefined,
+  PlayOutline: () => null,
+  Switch: () => null,
+  Trash: () => null,
+  Tooltip: {
+    Root: ({ children }: { children: ReactNode }) => children,
+    Trigger: ({ children }: { children: ReactNode }) => children,
+    Content: () => null,
+  },
+}))
+
+vi.mock('@sim/emcn/icons', () => ({
+  Circle: () => null,
+  Square: () => null,
+  Unlock: () => null,
+}))
+
+vi.mock('@sim/workflow-renderer', () => ({
+  BLOCK_DIMENSIONS: { MIN_PAINTED_HEIGHT: 48 },
+  CanvasSentenceView: () => null,
+  HANDLE_POSITIONS: { CONDITION_START_Y: 58, CONDITION_ROW_HEIGHT: 24 },
+  InlineChip: ({ children }: { children: ReactNode }) => children,
+  SubBlockRowView: () => null,
+  WorkflowTypeTag: () => null,
+  WorkflowBlockBorder: ({
+    nodeId,
+    onActionMenuReadyChange,
+  }: {
+    nodeId: string
+    onActionMenuReadyChange?: (ready: boolean) => void
+  }) => {
+    if (onActionMenuReadyChange) toolbarCallbacks.set(nodeId, onActionMenuReadyChange)
+    return (
+      <svg>
+        {paintedCards.has(nodeId) ? <path d='M0 0H250V100H0Z' fill='white' stroke='gray' /> : null}
+      </svg>
+    )
+  },
+}))
+
+vi.mock('@/app/(landing)/components/hero/components/hero-platform-loop/stage-data', () => ({
+  STAGE_BLOCKS: [
+    { id: 'start', name: 'Start', isTrigger: true, rows: [] },
+    { id: 'enrich', name: 'Enrich lead', rows: [] },
+    { id: 'score', name: 'Score company fit', rows: [] },
+  ],
+}))
+
+vi.mock('@/app/(landing)/components/hero/components/hero-visual/workflow-data', () => ({
+  blockHeight: () => 100,
+  horizontalHandleAnchors: () => ({ in: { x: 0, y: 0 }, out: { x: 250, y: 50 } }),
+  smoothStep: () => 'M0 0H250',
+}))
+
+vi.mock('@/app/(landing)/components/shared/edge-fade', () => ({ EdgeFade: () => null }))
+
+let host: HTMLDivElement
+let root: Root
+
+beforeEach(() => {
+  paintedCards.clear()
+  toolbarCallbacks.clear()
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.unstubAllGlobals()
+})
+
+describe('Workflow hero readiness', () => {
+  it('waits for every silhouette and the selected toolbar, then reports only once', () => {
+    const onReady = vi.fn()
+    act(() => root.render(<WorkflowMenuPreview layout='hero' onReady={onReady} />))
+    expect(onReady).not.toHaveBeenCalled()
+
+    paintedCards.add('start')
+    paintedCards.add('enrich')
+    act(() => root.render(<WorkflowMenuPreview layout='hero' onReady={onReady} />))
+    act(() => toolbarCallbacks.get('enrich')?.(true))
+    expect(onReady).not.toHaveBeenCalled()
+
+    paintedCards.add('score')
+    act(() => root.render(<WorkflowMenuPreview layout='hero' onReady={onReady} />))
+    expect(onReady).toHaveBeenCalledTimes(1)
+
+    act(() => toolbarCallbacks.get('enrich')?.(false))
+    act(() => toolbarCallbacks.get('enrich')?.(true))
+    act(() => root.render(<WorkflowMenuPreview layout='hero' onReady={onReady} />))
+    expect(onReady).toHaveBeenCalledTimes(1)
+  })
+
+  it('keeps the graphic pending when the frames exist but the toolbar is still opening', () => {
+    const onReady = vi.fn()
+    for (const id of ['start', 'enrich', 'score']) paintedCards.add(id)
+    act(() => root.render(<WorkflowMenuPreview layout='hero' onReady={onReady} />))
+    expect(onReady).not.toHaveBeenCalled()
+
+    act(() => toolbarCallbacks.get('enrich')?.(true))
+    expect(onReady).toHaveBeenCalledTimes(1)
+  })
+
+  it('leaves the nav preview independent of hero readiness', () => {
+    const onReady = vi.fn()
+    for (const id of ['start', 'enrich', 'score']) paintedCards.add(id)
+    act(() => root.render(<WorkflowMenuPreview onReady={onReady} />))
+    act(() => toolbarCallbacks.get('enrich')?.(true))
+    expect(onReady).not.toHaveBeenCalled()
+    expect(host.querySelector('[data-preview-layout]')?.getAttribute('data-preview-layout')).toBe(
+      'menu'
+    )
+  })
+})
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview/workflow-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview/workflow-menu-preview.tsx
new file mode 100644
index 00000000000..699e664ff05
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview/workflow-menu-preview.tsx
@@ -0,0 +1,113 @@
+'use client'
+
+import { useRef } from 'react'
+import { cn } from '@sim/emcn'
+import { StageBlockCard } from '@/app/(landing)/components/hero/components/hero-platform-loop/stage-block-card'
+import { STAGE_BLOCKS } from '@/app/(landing)/components/hero/components/hero-platform-loop/stage-data'
+import {
+  horizontalHandleAnchors,
+  smoothStep,
+} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+
+const PLACEMENTS = [
+  { x: -52, y: 244, className: '-left-[52px] top-[244px]' },
+  { x: 268, y: 94, className: 'left-[268px] top-[94px]' },
+  { x: 566, y: 202, className: 'left-[566px] top-[202px]' },
+] as const
+
+/** The same Start, Agent, and Function blocks as the production lead-enrichment demo. */
+const BLOCKS = STAGE_BLOCKS.slice(0, 3).map((block, index) => ({
+  ...block,
+  ...PLACEMENTS[index],
+}))
+
+const CONTINUATION = horizontalHandleAnchors(BLOCKS[2]).out
+
+interface WorkflowMenuPreviewProps {
+  layout?: 'menu' | 'hero'
+  onReady?: () => void
+}
+
+/** A cropped production canvas with a clear center and progressively softened inner edges. */
+export function WorkflowMenuPreview({ layout = 'menu', onReady }: WorkflowMenuPreviewProps) {
+  const readyBlocksRef = useRef(new Set<string>())
+
+  const handleBlockReady = (blockId: string) => {
+    if (readyBlocksRef.current.has(blockId)) return
+    readyBlocksRef.current.add(blockId)
+    if (readyBlocksRef.current.size === BLOCKS.length) onReady?.()
+  }
+
+  return (
+    <div
+      aria-hidden='true'
+      inert
+      data-workflow-menu-preview
+      data-preview-layout={layout}
+      className={cn(
+        'pointer-events-none absolute inset-0 isolate flex select-none items-center justify-center overflow-hidden [container-type:inline-size]',
+        layout === 'hero' ? 'bg-[var(--bg)]' : 'bg-[var(--surface-3)]'
+      )}
+    >
+      <div
+        className={cn(
+          'relative h-[360px] w-[900px] shrink-0',
+          layout === 'hero'
+            ? '@max-[640px]:translate-x-[51px] [scale:clamp(0.9,tan(atan2(100cqw,900px)),1)]'
+            : '[scale:min(0.9,tan(atan2(100cqw,800px)))]'
+        )}
+      >
+        <svg
+          className='absolute inset-0 size-full overflow-visible text-[var(--text-secondary)]'
+          viewBox='0 0 900 360'
+          fill='none'
+        >
+          {BLOCKS.slice(1).map((block, index) => {
+            const source = horizontalHandleAnchors(BLOCKS[index]).out
+            const target = horizontalHandleAnchors(block).in
+            return (
+              <path
+                key={block.id}
+                d={smoothStep(source.x, source.y, target.x, target.y)}
+                stroke='currentColor'
+                strokeWidth={1.5}
+              />
+            )
+          })}
+          <path
+            d={`M${CONTINUATION.x} ${CONTINUATION.y}H${layout === 'hero' ? 1000 : 980}`}
+            stroke='var(--border)'
+            strokeWidth={1.5}
+          />
+        </svg>
+
+        {BLOCKS.map((block) => (
+          <div
+            key={block.id}
+            data-workflow-menu-node={block.id}
+            className={cn('absolute', block.className)}
+          >
+            <StageBlockCard
+              block={block}
+              orientation='horizontal'
+              selected={block.id === 'enrich'}
+              decorative
+              onReady={layout === 'hero' && onReady ? handleBlockReady : undefined}
+            />
+          </div>
+        ))}
+      </div>
+      {layout === 'hero' ? (
+        <>
+          <div className='-translate-x-1/2 pointer-events-none absolute inset-y-0 left-1/2 w-[1100px] max-w-full'>
+            <EdgeFade ground='canvas' edges={['left', 'right']} depth='stage' />
+          </div>
+          <EdgeFade ground='canvas' edges={['top', 'bottom']} depth='preview' />
+        </>
+      ) : (
+        <EdgeFade ground='surface' depth='preview' />
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/nav-menu-preview.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/nav-menu-preview.tsx
new file mode 100644
index 00000000000..52d7193703c
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/nav-menu-preview.tsx
@@ -0,0 +1,117 @@
+import type { ReactNode } from 'react'
+import { ArrowRight, BookOpen } from '@sim/emcn/icons'
+import { BlogMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/blog-menu-preview'
+import { ChangelogMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/changelog-menu-preview'
+import { DocsMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/docs-menu-preview'
+import { EnterpriseMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/enterprise-menu-preview'
+import { FilesMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/files-menu-preview'
+import { IntegrationsMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/integrations-menu-preview'
+import { KnowledgeMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/knowledge-menu-preview'
+import { LibraryMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/library-menu-preview'
+import { LogsMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview'
+import { OverviewMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview'
+import { TablesMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/tables-menu-preview'
+import { WorkflowMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview'
+import type {
+  NavMenuItemData,
+  NavMenuPreviewKind,
+} from '@/app/(landing)/components/navbar/components/nav-menu-chip/types'
+
+interface NavMenuPreviewProps {
+  item: NavMenuItemData
+  modelsPreview: ReactNode
+}
+
+interface PreviewGraphicProps {
+  details: readonly [string, string, string]
+}
+
+interface ProductGraphicProps extends PreviewGraphicProps {
+  kind: Exclude<NavMenuPreviewKind, 'models'>
+}
+
+const PREVIEW_ROW =
+  'flex items-center gap-3 rounded-md border border-[var(--border)] bg-[var(--bg)] px-3 py-2.5'
+
+function TeamGraphic({ details }: PreviewGraphicProps) {
+  return (
+    <div className='flex h-full flex-col justify-center gap-2 p-4'>
+      {details.map((detail, index) => (
+        <div key={detail} className={PREVIEW_ROW}>
+          <span className='flex size-7 items-center justify-center rounded-md bg-[var(--surface-3)] text-[10px] text-[var(--text-muted)]'>
+            0{index + 1}
+          </span>
+          <span className='flex-1 text-[12px] text-[var(--text-body)]'>{detail}</span>
+          <ArrowRight className='size-[14px] text-[var(--text-icon)]' />
+        </div>
+      ))}
+    </div>
+  )
+}
+
+function ResourceGraphic({ details }: PreviewGraphicProps) {
+  return (
+    <div className='flex h-full flex-col p-4'>
+      <div className='mb-3 flex items-center gap-2 rounded-md border border-[var(--border)] bg-[var(--bg)] px-3 py-2.5'>
+        <BookOpen className='size-[14px] text-[var(--text-icon)]' />
+        <span className='text-[12px] text-[var(--text-body)]'>Browse resources</span>
+      </div>
+      <div className='flex flex-1 flex-col justify-center divide-y divide-[var(--border)] rounded-lg border border-[var(--border)] bg-[var(--bg)] px-3'>
+        {details.map((detail) => (
+          <div key={detail} className='flex flex-1 items-center justify-between'>
+            <span className='text-[12px] text-[var(--text-body)]'>{detail}</span>
+            <ArrowRight className='size-[14px] text-[var(--text-icon)]' />
+          </div>
+        ))}
+      </div>
+    </div>
+  )
+}
+
+function PreviewGraphic({ kind, details }: ProductGraphicProps) {
+  switch (kind) {
+    case 'blog':
+      return <BlogMenuPreview />
+    case 'changelog':
+      return <ChangelogMenuPreview />
+    case 'docs':
+      return <DocsMenuPreview />
+    case 'integrations':
+      return <IntegrationsMenuPreview />
+    case 'library':
+      return <LibraryMenuPreview />
+    case 'overview':
+      return <OverviewMenuPreview />
+    case 'workflows':
+      return <WorkflowMenuPreview />
+    case 'knowledge':
+      return <KnowledgeMenuPreview />
+    case 'tables':
+      return <TablesMenuPreview />
+    case 'files':
+      return <FilesMenuPreview />
+    case 'logs':
+      return <LogsMenuPreview />
+    case 'enterprise':
+      return <EnterpriseMenuPreview />
+    case 'team':
+      return <TeamGraphic details={details} />
+    case 'resource':
+      return <ResourceGraphic details={details} />
+  }
+}
+
+export function NavMenuPreview({ item, modelsPreview }: NavMenuPreviewProps) {
+  return (
+    <div
+      data-nav-menu-preview
+      className='relative min-h-[340px] w-full self-stretch overflow-hidden rounded-[10px] bg-[var(--surface-3)]'
+    >
+      {item.preview.kind === 'models' ? (
+        modelsPreview
+      ) : (
+        <PreviewGraphic kind={item.preview.kind} details={item.preview.details} />
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/constants.test.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/constants.test.ts
new file mode 100644
index 00000000000..16b798da8bd
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/constants.test.ts
@@ -0,0 +1,38 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  CUSTOMERS_MENU,
+  NAV_MENUS,
+} from '@/app/(landing)/components/navbar/components/nav-menu-chip/constants'
+
+describe('navbar customers menu', () => {
+  it('floats the featured customers as blocs, each with its mark', () => {
+    expect(CUSTOMERS_MENU.label).toBe('Customers')
+    expect(CUSTOMERS_MENU.layout).toBe('floating')
+    expect(CUSTOMERS_MENU.marquee).toBe('customers')
+    expect(CUSTOMERS_MENU.sections.map((section) => section.label)).toEqual(['Featured customers'])
+    expect(CUSTOMERS_MENU.sections[0].items.map((item) => item.title)).toEqual([
+      'Rivian',
+      'eXp Realty',
+    ])
+    expect(CUSTOMERS_MENU.sections[0].items.map((item) => item.card?.tone)).toEqual([
+      'dark',
+      'dark',
+    ])
+    expect(CUSTOMERS_MENU.sections[0].items.map((item) => item.href)).toEqual([
+      '/customers/rivian',
+      '/customers/exp-realty',
+    ])
+    for (const item of CUSTOMERS_MENU.sections[0].items) {
+      expect(item.card?.background?.src).toMatch(/^\/landing\/customers\/.+\.jpg$/)
+      expect(item.card?.imageSrc).toMatch(/^\/landing\/logos\/.+\.svg$/)
+      expect(item.card?.aspect).toBeGreaterThan(0)
+    }
+  })
+
+  it('keeps customers between platform and resources', () => {
+    expect(NAV_MENUS.map((menu) => menu.label)).toEqual(['Platform', 'Customers', 'Resources'])
+  })
+})
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/constants.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/constants.ts
index 4b49af2d50b..a5ef78efab1 100644
--- a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/constants.ts
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/constants.ts
@@ -1,126 +1,272 @@
 import type { NavMenu } from '@/app/(landing)/components/navbar/components/nav-menu-chip/types'
 
 /**
- * The Platform menu - Sim's modules. Five items in a three-column grid, so the
- * bottom-right cell is empty. Each description names the outcome the module
- * unlocks for your agents.
+ * Sim's product system, grouped around the two questions an enterprise buyer
+ * brings to the platform: how teams build agents and how the organization
+ * operates them. The muted `Sim` prefix makes each module read as part of one
+ * governed workspace instead of a collection of unrelated tools.
  */
 export const PLATFORM_MENU: NavMenu = {
   label: 'Platform',
-  items: [
+  eyebrow: 'The Sim platform',
+  heading: 'One system for agent work',
+  description:
+    'Build, deploy, and govern agents with company context, shared data, and execution history in one place.',
+  sections: [
     {
-      title: 'Workflows',
-      description: 'Design agent logic visually',
-      href: '/workflows',
+      label: 'Platform overview',
+      items: [
+        {
+          title: 'Overview',
+          description:
+            'See how Sim’s products work together to build, run, and govern agent systems.',
+          href: '/platform',
+          preview: {
+            kind: 'overview',
+            eyebrow: 'Overview',
+            title: 'One system for agent work',
+            details: ['Knowledge', 'Workflows', 'Logs'],
+          },
+        },
+        {
+          brand: 'Sim',
+          title: 'Enterprise',
+          description: 'Control access, spend, data, and deployment across the workspace.',
+          href: '/enterprise',
+          preview: {
+            kind: 'enterprise',
+            eyebrow: 'Govern',
+            title: 'Set the rules once',
+            details: ['Workspace roles', 'Usage limits', 'Deployment controls'],
+          },
+        },
+        {
+          brand: 'Sim',
+          title: 'Workflows',
+          description: 'Design repeatable agent systems visually, through Chat, or with code.',
+          href: '/workflows',
+          preview: {
+            kind: 'workflows',
+            eyebrow: 'Build',
+            title: 'Design agent logic visually',
+            details: ['Trigger', 'Agent', 'Action'],
+          },
+        },
+      ],
     },
     {
-      title: 'Knowledge Base',
-      description: 'Give agents memory of your data',
-      href: '/knowledge',
-    },
-    {
-      title: 'Tables',
-      description: 'Power agents with structured data',
-      href: '/tables',
-    },
-    {
-      title: 'Files',
-      description: 'One file store for team and agents',
-      href: '/files',
-    },
-    {
-      title: 'Logs',
-      description: 'Trace every agent decision',
-      href: '/logs',
+      label: 'Operations and control',
+      items: [
+        {
+          brand: 'Sim',
+          title: 'Knowledge Base',
+          description: 'Ground every agent in trusted knowledge from across your company.',
+          href: '/knowledge',
+          preview: {
+            kind: 'knowledge',
+            eyebrow: 'Ground',
+            title: 'Connect company knowledge',
+            details: ['Notion', 'Google Drive', 'Confluence'],
+          },
+        },
+        {
+          brand: 'Sim',
+          title: 'Files',
+          description: 'Keep agent inputs, outputs, and shared artifacts organized in one place.',
+          href: '/files',
+          preview: {
+            kind: 'files',
+            eyebrow: 'Share',
+            title: 'One file store for agents',
+            details: ['research.pdf', 'brief.docx', 'accounts.csv'],
+          },
+        },
+        {
+          brand: 'Sim',
+          title: 'Tables',
+          description: 'Give agents structured data they can read and update while they work.',
+          href: '/tables',
+          preview: {
+            kind: 'tables',
+            eyebrow: 'Structure',
+            title: 'Keep working data close',
+            details: ['Company', 'Owner', 'Status'],
+          },
+        },
+        {
+          brand: 'Sim',
+          title: 'Logs',
+          description:
+            'Trace every agent run block by block, including actions, cost, and failures.',
+          href: '/logs',
+          preview: {
+            kind: 'logs',
+            eyebrow: 'Observe',
+            title: 'Trace every run block by block',
+            details: ['Run started', 'Agent completed', 'Action completed'],
+          },
+        },
+      ],
     },
   ],
 }
 
 /**
- * The Resources menu - learning and reference surfaces plus the Enterprise
- * page. Six items in a three-column grid. Docs is the one off-site link.
+ * Learning and evaluation surfaces. Enterprise now lives with the platform
+ * products, while Library fills the resource taxonomy with the existing
+ * comparisons, how-tos, and roundups.
  */
 export const RESOURCES_MENU: NavMenu = {
   label: 'Resources',
-  items: [
-    {
-      title: 'Docs',
-      description: 'Guides and API reference',
-      href: 'https://docs.sim.ai',
-      external: true,
-    },
-    {
-      title: 'Blog',
-      description: 'Ideas, news, and deep dives',
-      href: '/blog',
-    },
-    {
-      title: 'Enterprise',
-      description: 'Govern AI agents at enterprise scale',
-      href: '/enterprise',
-    },
+  eyebrow: 'Resources',
+  heading: 'Learn, evaluate, and build with Sim',
+  description:
+    'Go from first workflow to production with technical references, product updates, and practical guidance.',
+  sections: [
     {
-      title: 'Changelog',
-      description: 'Everything we just shipped',
-      href: '/changelog',
+      label: 'Build with Sim',
+      items: [
+        {
+          title: 'Docs',
+          description: 'Guides, SDKs, and API reference',
+          href: 'https://docs.sim.ai',
+          external: true,
+          preview: {
+            kind: 'docs',
+            eyebrow: 'Documentation',
+            title: 'Build with Sim',
+            details: ['Quickstart', 'SDKs', 'API reference'],
+          },
+        },
+        {
+          title: 'Models',
+          description: 'Compare supported AI models',
+          href: '/models',
+          preview: {
+            kind: 'models',
+            eyebrow: 'Models',
+            title: 'Choose the right model',
+            details: ['Providers', 'Capabilities', 'Pricing'],
+          },
+        },
+        {
+          title: 'Integrations',
+          description: 'Connect apps, tools, and triggers',
+          href: '/integrations',
+          preview: {
+            kind: 'integrations',
+            eyebrow: 'Integrations',
+            title: 'Connect the systems you use',
+            details: ['Apps', 'Tools', 'Triggers'],
+          },
+        },
+      ],
     },
     {
-      title: 'Models',
-      description: 'Run on every major LLM',
-      href: '/models',
-    },
-    {
-      title: 'Integrations',
-      description: 'Connect 1,000+ apps and tools',
-      href: '/integrations',
+      label: 'Stay current',
+      items: [
+        {
+          title: 'Changelog',
+          description: 'See everything we just shipped',
+          href: '/changelog',
+          preview: {
+            kind: 'changelog',
+            eyebrow: 'Changelog',
+            title: 'Follow product updates',
+            details: ['New', 'Improved', 'Fixed'],
+          },
+        },
+        {
+          title: 'Blog',
+          description: 'Read ideas, news, and deep dives',
+          href: '/blog',
+          preview: {
+            kind: 'blog',
+            eyebrow: 'Blog',
+            title: 'Read the latest from Sim',
+            details: ['Product', 'Engineering', 'Company'],
+          },
+        },
+        {
+          title: 'Library',
+          description: 'Browse comparisons, how-tos, and roundups',
+          href: '/library',
+          preview: {
+            kind: 'library',
+            eyebrow: 'Library',
+            title: 'Make informed AI decisions',
+            details: ['Comparisons', 'How-tos', 'Roundups'],
+          },
+        },
+      ],
     },
   ],
 }
 
 /**
- * The Solutions menu - agent use cases by team, Sales first. Six items in a
- * three-column grid.
+ * The customers who build with Sim, each a card with the customer's mark on a
+ * white placement. Each card opens its dedicated customer-story page.
  */
-export const SOLUTIONS_MENU: NavMenu = {
-  label: 'Solutions',
-  items: [
-    {
-      title: 'Sales',
-      description: 'Automate outreach and CRM upkeep',
-      href: '/solutions/sales',
-    },
-    {
-      title: 'Engineering',
-      description: 'Let agents handle the busywork',
-      href: '/solutions/engineering',
-    },
-    {
-      title: 'IT',
-      description: 'Resolve tickets and access requests',
-      href: '/solutions/it',
-    },
-    {
-      title: 'Compliance',
-      description: 'Stay audit-ready around the clock',
-      href: '/solutions/compliance',
-    },
-    {
-      title: 'Finance',
-      description: 'Close the books faster',
-      href: '/solutions/finance',
-    },
+export const CUSTOMERS_MENU: NavMenu = {
+  label: 'Customers',
+  eyebrow: 'Customers',
+  heading: 'Teams building with Sim',
+  description: 'How enterprise teams build, govern, and operate AI agents with Sim.',
+  layout: 'floating',
+  marquee: 'customers',
+  sections: [
     {
-      title: 'HR',
-      description: 'Onboard and support every employee',
-      href: '/solutions/hr',
+      label: 'Featured customers',
+      items: [
+        {
+          title: 'Rivian',
+          description:
+            'One place to connect systems and build, govern, and operate AI agents across Rivian.',
+          href: '/customers/rivian',
+          card: {
+            imageSrc: '/landing/logos/rivian-vw.svg',
+            imageAlt: 'Rivian | Volkswagen Group Technologies',
+            aspect: 10.72,
+            height: 22,
+            tone: 'dark',
+            background: { src: '/landing/customers/rivian-trail.jpg' },
+          },
+          preview: {
+            kind: 'resource',
+            eyebrow: 'Customer story',
+            title: 'Rivian builds with Sim',
+            details: ['Enterprise systems', 'Governed agents', 'One workspace'],
+          },
+        },
+        {
+          title: 'eXp Realty',
+          description:
+            'Complex real estate operations turned into governed AI workflows that scale across eXp Realty.',
+          href: '/customers/exp-realty',
+          card: {
+            imageSrc: '/landing/logos/exp-realty.svg',
+            imageAlt: 'eXp Realty',
+            aspect: 1.84,
+            height: 44,
+            tone: 'dark',
+            background: { src: '/landing/customers/exp-beach-house.jpg' },
+          },
+          preview: {
+            kind: 'resource',
+            eyebrow: 'Customer story',
+            title: 'eXp Realty builds with Sim',
+            details: ['Real estate operations', 'Governed workflows', 'Scale'],
+          },
+        },
+      ],
     },
   ],
 }
 
 /**
  * Navbar mega-menus in trigger order - shared by desktop and mobile nav (the
- * desktop bar maps this list; mobile nav derives its visible sections from
- * these labels). Platform leads with the product modules, Solutions follows
- * with the per-team pages, and Resources closes with learning surfaces.
+ * desktop bar maps this list; mobile nav mirrors its sections). Platform leads
+ * with products and governance, Customers follows with the teams building on
+ * it, and Resources closes with learning surfaces.
  */
-export const NAV_MENUS = [PLATFORM_MENU, SOLUTIONS_MENU, RESOURCES_MENU] as const
+export const NAV_MENUS = [PLATFORM_MENU, CUSTOMERS_MENU, RESOURCES_MENU] as const
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/index.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/index.ts
index 58cd09c8f10..9719780f652 100644
--- a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/index.ts
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/index.ts
@@ -1,3 +1,3 @@
-export { NAV_MENUS, PLATFORM_MENU, RESOURCES_MENU, SOLUTIONS_MENU } from './constants'
-export { NavMenuChip } from './nav-menu-chip'
+export { CUSTOMERS_MENU, NAV_MENUS, PLATFORM_MENU, RESOURCES_MENU } from './constants'
+export { NavMenuCluster } from './nav-menu-chip'
 export type { NavMenu, NavMenuItemData } from './types'
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/nav-menu-chip.test.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/nav-menu-chip.test.tsx
new file mode 100644
index 00000000000..1d6352e9652
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/nav-menu-chip.test.tsx
@@ -0,0 +1,311 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, type ComponentProps, type ReactNode } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { NAV_MENUS } from '@/app/(landing)/components/navbar/components/nav-menu-chip/constants'
+import { NavMenuCluster } from '@/app/(landing)/components/navbar/components/nav-menu-chip/nav-menu-chip'
+import type { NavMenuItemData } from '@/app/(landing)/components/navbar/components/nav-menu-chip/types'
+
+const { frost, setMenuOpen } = vi.hoisted(() => {
+  const setMenuOpen = vi.fn()
+  return { frost: { setMenuOpen }, setMenuOpen }
+})
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+  chipVariants: () => '',
+  chipContentLabelClass: '',
+  ChipChevronDown: () => null,
+  ChipTag: ({ children }: { children: ReactNode }) => <span>{children}</span>,
+}))
+vi.mock('next/link', () => ({
+  default: ({ prefetch, ...props }: ComponentProps<'a'> & { prefetch?: boolean | null }) => (
+    <a {...props} data-prefetch={prefetch === false ? 'disabled' : 'auto'} />
+  ),
+}))
+vi.mock('@/app/(landing)/components/chevron-arrow', () => ({
+  ChevronArrow: () => null,
+}))
+vi.mock('@/app/(landing)/components/navbar/components/sim-wordmark', () => ({
+  SimWordmark: () => null,
+}))
+vi.mock('@/app/(landing)/components/navbar/components/navbar-shell', () => ({
+  NAVBAR_GLASS_SURFACE: '',
+  useNavbarFrost: () => frost,
+}))
+vi.mock(
+  '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-card',
+  () => ({
+    NavMenuCard: ({ item, prefetch }: { item: NavMenuItemData; prefetch?: boolean | null }) => (
+      <a href={item.href} data-prefetch={prefetch === false ? 'disabled' : 'auto'}>
+        {item.title}
+      </a>
+    ),
+  })
+)
+vi.mock(
+  '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee',
+  () => ({ NavMenuLogoMarquee: () => null })
+)
+vi.mock(
+  '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/nav-menu-preview',
+  () => ({
+    NavMenuPreview: ({ item }: { item: NavMenuItemData }) => (
+      <output aria-label='Feature preview'>{item.preview.kind}</output>
+    ),
+  })
+)
+
+let host: HTMLDivElement
+let root: Root
+let desktopMedia: EventTarget & { matches: boolean }
+
+beforeEach(() => {
+  setMenuOpen.mockClear()
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  desktopMedia = Object.assign(new EventTarget(), { matches: true })
+  vi.stubGlobal(
+    'matchMedia',
+    vi.fn(() => desktopMedia)
+  )
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+  act(() => root.render(<NavMenuCluster menus={NAV_MENUS} modelsPreview={<div>Models</div>} />))
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.unstubAllGlobals()
+})
+
+function element(selector: string): HTMLElement {
+  const result = host.querySelector<HTMLElement>(selector)
+  if (!result) throw new Error(`Missing navigation element: ${selector}`)
+  return result
+}
+
+function hover(target: HTMLElement) {
+  act(() => {
+    target.dispatchEvent(new MouseEvent('mouseover', { bubbles: true }))
+  })
+}
+
+function expectSelected(href: string, kind: string) {
+  const panel = element('#primary-navigation-mega-menu')
+  expect(panel.getAttribute('aria-hidden')).toBe('false')
+  const activeLinks = panel.querySelectorAll('a[data-active="true"]')
+  expect(activeLinks).toHaveLength(1)
+  expect(activeLinks[0].getAttribute('href')).toBe(href)
+  expect(panel.querySelector('output')?.textContent).toBe(kind)
+}
+
+describe('NavMenuCluster feature selection', () => {
+  it('prefetches destinations only while their menu is open', () => {
+    const overview = element('a[href="/platform"]')
+    const customers = element('#nav-customers-menu a[href="/customers/rivian"]')
+    expect(overview.dataset.prefetch).toBe('disabled')
+    expect(customers.dataset.prefetch).toBe('disabled')
+
+    hover(element('#nav-platform-menu-trigger'))
+    expect(overview.dataset.prefetch).toBe('auto')
+    expect(customers.dataset.prefetch).toBe('disabled')
+
+    hover(element('#nav-customers-menu-trigger'))
+    expect(overview.dataset.prefetch).toBe('disabled')
+    expect(customers.dataset.prefetch).toBe('auto')
+
+    act(() => {
+      customers.dispatchEvent(new KeyboardEvent('keydown', { key: 'Escape', bubbles: true }))
+    })
+    expect(customers.dataset.prefetch).toBe('disabled')
+  })
+
+  it('lets Tab enter Platform links, return to its trigger, and continue to Customers', () => {
+    const platform = element('#nav-platform-menu-trigger')
+    act(() => platform.focus())
+    act(() => {
+      platform.dispatchEvent(new KeyboardEvent('keydown', { key: 'Tab', bubbles: true }))
+    })
+    const overview = element('a[href="/platform"]')
+    expect(document.activeElement).toBe(overview)
+    expectSelected('/platform', 'overview')
+
+    act(() => {
+      overview.dispatchEvent(
+        new KeyboardEvent('keydown', { key: 'Tab', shiftKey: true, bubbles: true })
+      )
+    })
+    expect(document.activeElement).toBe(platform)
+
+    const logs = element('a[href="/logs"]')
+    act(() => logs.focus())
+    act(() => {
+      logs.dispatchEvent(new KeyboardEvent('keydown', { key: 'Tab', bubbles: true }))
+    })
+    expect(document.activeElement).toBe(element('#nav-customers-menu-trigger'))
+    expect(element('#nav-customers-menu').getAttribute('aria-hidden')).toBe('false')
+  })
+
+  it('supports arrow entry and Escape returns focus without reopening the menu', () => {
+    const platform = element('#nav-platform-menu-trigger')
+    act(() => platform.focus())
+    act(() => {
+      platform.dispatchEvent(new KeyboardEvent('keydown', { key: 'ArrowUp', bubbles: true }))
+    })
+    expect(document.activeElement).toBe(element('a[href="/logs"]'))
+
+    act(() => {
+      document.activeElement?.dispatchEvent(
+        new KeyboardEvent('keydown', { key: 'Escape', bubbles: true })
+      )
+    })
+    expect(document.activeElement).toBe(platform)
+    expect(platform.getAttribute('aria-expanded')).toBe('false')
+
+    act(() => platform.click())
+    expect(document.activeElement).toBe(element('a[href="/platform"]'))
+  })
+
+  it('releases the desktop scroll lock when resized below the visible breakpoint', () => {
+    hover(element('#nav-platform-menu-trigger'))
+    setMenuOpen.mockClear()
+    act(() => {
+      desktopMedia.matches = false
+      desktopMedia.dispatchEvent(new Event('change'))
+    })
+    expect(element('#nav-platform-menu-trigger').getAttribute('aria-expanded')).toBe('false')
+    expect(setMenuOpen).toHaveBeenCalledExactlyOnceWith('desktop', false)
+  })
+
+  it('reports opening and pointer-exit closure during the event before effects flush', () => {
+    const platform = element('#nav-platform-menu-trigger')
+
+    act(() => {
+      platform.dispatchEvent(new MouseEvent('mouseover', { bubbles: true }))
+      expect(setMenuOpen).toHaveBeenCalledExactlyOnceWith('desktop', true)
+    })
+
+    setMenuOpen.mockClear()
+
+    act(() => {
+      platform.dispatchEvent(
+        new MouseEvent('mouseout', { bubbles: true, relatedTarget: document.body })
+      )
+      expect(setMenuOpen).toHaveBeenCalledExactlyOnceWith('desktop', false)
+    })
+  })
+
+  it('stays open while the pointer crosses the header corridor into a menu link', () => {
+    const platform = element('#nav-platform-menu-trigger')
+    hover(platform)
+    const bridge = element('[data-navigation-hover-bridge]')
+    const overview = element('a[href="/platform"]')
+    setMenuOpen.mockClear()
+
+    act(() => {
+      platform.dispatchEvent(new MouseEvent('mouseout', { bubbles: true, relatedTarget: bridge }))
+      bridge.dispatchEvent(new MouseEvent('mouseover', { bubbles: true, relatedTarget: platform }))
+      bridge.dispatchEvent(new MouseEvent('mouseout', { bubbles: true, relatedTarget: overview }))
+      overview.dispatchEvent(new MouseEvent('mouseover', { bubbles: true, relatedTarget: bridge }))
+    })
+
+    expectSelected('/platform', 'overview')
+    expect(setMenuOpen).not.toHaveBeenCalled()
+
+    act(() => {
+      overview.dispatchEvent(
+        new MouseEvent('mouseout', { bubbles: true, relatedTarget: document.body })
+      )
+    })
+
+    expect(platform.getAttribute('aria-expanded')).toBe('false')
+    expect(host.querySelector('[data-navigation-hover-bridge]')).toBeNull()
+    expect(setMenuOpen).toHaveBeenCalledExactlyOnceWith('desktop', false)
+  })
+
+  it('only bridges the full header for an open surface menu', () => {
+    expect(host.querySelector('[data-navigation-hover-bridge]')).toBeNull()
+
+    hover(element('#nav-platform-menu-trigger'))
+    expect(host.querySelector('[data-navigation-hover-bridge]')).not.toBeNull()
+
+    hover(element('#nav-customers-menu-trigger'))
+    expect(host.querySelector('[data-navigation-hover-bridge]')).toBeNull()
+    expect(element('#nav-customers-menu').getAttribute('aria-hidden')).toBe('false')
+
+    hover(element('#nav-resources-menu-trigger'))
+    expect(host.querySelector('[data-navigation-hover-bridge]')).not.toBeNull()
+  })
+
+  it('opens on Overview and keeps the selected feature highlighted while viewing its preview', () => {
+    hover(element('#nav-platform-menu-trigger'))
+    expectSelected('/platform', 'overview')
+
+    const workflows = element('a[href="/workflows"]')
+    hover(workflows)
+    expectSelected('/workflows', 'workflows')
+
+    act(() => {
+      workflows.dispatchEvent(
+        new MouseEvent('mouseout', {
+          bubbles: true,
+          relatedTarget: element('output'),
+        })
+      )
+    })
+    expectSelected('/workflows', 'workflows')
+  })
+
+  it('returns to Overview when the pointer returns to the open Platform trigger', () => {
+    const platform = element('#nav-platform-menu-trigger')
+    hover(platform)
+    hover(element('a[href="/tables"]'))
+    expectSelected('/tables', 'tables')
+
+    hover(platform)
+    expect(platform.getAttribute('aria-expanded')).toBe('true')
+    expectSelected('/platform', 'overview')
+  })
+
+  it('starts with Overview again after closing and reopening Platform', () => {
+    const platform = element('#nav-platform-menu-trigger')
+    hover(platform)
+    const logs = element('a[href="/logs"]')
+    hover(logs)
+    expectSelected('/logs', 'logs')
+
+    act(() => {
+      logs.dispatchEvent(
+        new MouseEvent('mouseout', { bubbles: true, relatedTarget: document.body })
+      )
+    })
+    expect(platform.getAttribute('aria-expanded')).toBe('false')
+    expect(element('#primary-navigation-mega-menu').getAttribute('aria-hidden')).toBe('true')
+
+    hover(platform)
+    expectSelected('/platform', 'overview')
+  })
+
+  it('keeps keyboard selection and previews together when returning to a trigger or changing menus', () => {
+    const platform = element('#nav-platform-menu-trigger')
+    act(() => platform.focus())
+    expectSelected('/platform', 'overview')
+
+    act(() => element('a[href="/knowledge"]').focus())
+    expectSelected('/knowledge', 'knowledge')
+
+    act(() => platform.focus())
+    expectSelected('/platform', 'overview')
+
+    act(() => element('#nav-resources-menu-trigger').focus())
+    expect(platform.getAttribute('aria-expanded')).toBe('false')
+    expectSelected('https://docs.sim.ai', 'docs')
+
+    act(() => platform.focus())
+    expectSelected('/platform', 'overview')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/nav-menu-chip.tsx b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/nav-menu-chip.tsx
index 2af512f5813..80afd4e6fc2 100644
--- a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/nav-menu-chip.tsx
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/nav-menu-chip.tsx
@@ -1,88 +1,276 @@
 'use client'
 
-import { useState } from 'react'
+import { type ReactNode, useEffect, useRef, useState } from 'react'
 import { ChipChevronDown, chipContentLabelClass, chipVariants, cn } from '@sim/emcn'
+import { flushSync } from 'react-dom'
+import {
+  HOME_INSET,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+} from '@/app/(landing)/components/landing-layout'
+import { NavMenuCard } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-card'
 import { NavMenuItem } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-item'
+import { NavMenuLogoMarquee } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-logo-marquee'
+import { NavMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/nav-menu-preview'
 import type { NavMenu } from '@/app/(landing)/components/navbar/components/nav-menu-chip/types'
+import { NAVBAR_GLASS_SURFACE } from '@/app/(landing)/components/navbar/components/navbar-shell'
+import { useNavbarMenu } from '@/app/(landing)/components/navbar/hooks/use-navbar-menu'
+
+interface NavMenuClusterProps {
+  /** Non-empty group of mega-menus that share one stable panel. */
+  menus: readonly [NavMenu, ...NavMenu[]]
+  modelsPreview: ReactNode
+}
+
+const PANEL_BASE =
+  'pointer-events-none invisible fixed top-[var(--landing-header-height)] right-0 left-0 z-50 translate-y-0.5 opacity-0 transition-[opacity,transform,visibility] duration-[180ms] ease-[cubic-bezier(0.23,1,0.32,1)] motion-reduce:translate-y-0 motion-reduce:transition-none'
+/** Make links focusable immediately on entry; visibility transitions only during exit. */
+const PANEL_OPEN =
+  'pointer-events-auto visible translate-y-0 opacity-100 transition-[opacity,transform]'
+const MENU_ID = 'primary-navigation-mega-menu'
+
+/** Balances the hidden 16px chevron, 2px gap, and asymmetric pill padding at rest. */
+const RESTING_LABEL_POSITION = 'translate-x-[7px]'
+const TRIGGER_CONTENT_TRANSITION =
+  'transition-[opacity,transform,translate] duration-150 ease-out motion-reduce:transition-none'
 
 /**
- * Navbar mega-menu - a chip trigger and the framed panel it reveals.
- *
- * Open is CSS-first. The trigger and panel share a `group/navmenu` wrapper; the
- * panel sits behind `invisible opacity-0` and is revealed on
- * `group-hover/navmenu` (pointer) and `group-focus-within/navmenu` (keyboard and
- * touch-focus). The reveal classes ship in the initial HTML, so the menu opens
- * with zero JS even before hydration.
- *
- * The one thing CSS can't do is force the panel shut while the pointer still
- * rests on a just-clicked link (the navbar persists across client navigations,
- * so `:hover`/`:focus-within` keep matching on the new page). A single `closed`
- * flag handles that: selecting a row drops the reveal classes (closing the panel
- * regardless of hover/focus) and blurs the link so focus-within clears;
- * `onMouseLeave` and the trigger's `onFocus` re-arm it for the next open.
- *
- * Accessibility: `visibility: hidden` keeps the panel's links out of the tab
- * order while closed, so Tab order is trigger → (panel opens on focus) → links →
- * next nav item. The 8px `pt-2` bridge keeps the trigger and the framed card in
- * one contiguous hover area so the pointer never crosses a dead gap. Motion
- * collapses under `prefers-reduced-motion`.
- *
- * The panel chrome replicates the `ChipModal` framed-card look exactly: an outer
- * `--surface-4` ring (`p-[3px]`, overlay shadow) wrapping an inner `--bg`
- * surface, with the item grid padded inside.
- *
- * The grid is a plain three-column grid filled in reading order, so a menu with
- * a non-multiple-of-three item count leaves its gap in the bottom-right corner
- * rather than centering the short row.
+ * A floating menu hangs from its own trigger, centred under it. The 12px top
+ * padding is the hover bridge from the chip's bottom edge to the surface,
+ * which lands level with the full-width surface's top.
  */
+const FLOATING_BASE =
+  'pointer-events-none invisible absolute top-full left-1/2 z-50 -translate-x-1/2 translate-y-0.5 pt-3 opacity-0 transition-[opacity,transform,visibility] duration-[180ms] ease-[cubic-bezier(0.23,1,0.32,1)] motion-reduce:translate-y-0 motion-reduce:transition-none'
+const FLOATING_OPEN =
+  'pointer-events-auto visible translate-y-0 opacity-100 transition-[opacity,transform]'
 
-interface NavMenuChipProps {
-  /** The menu to render - trigger label and item grid. */
-  menu: NavMenu
-}
+const isFloating = (menu: NavMenu) => menu.layout === 'floating'
+const triggerIdFor = (menu: NavMenu) => `nav-${menu.label.toLowerCase()}-menu-trigger`
+const floatingPanelIdFor = (menu: NavMenu) => `nav-${menu.label.toLowerCase()}-menu`
 
-const PANEL_BASE =
-  'pointer-events-none invisible absolute top-full left-0 z-50 translate-y-1 pt-2 opacity-0 transition-[opacity,transform] duration-150 motion-reduce:transition-none'
+/**
+ * Desktop mega-menu cluster with one continuous hover and focus boundary.
+ * The triggers, the full-width panel, and any floating panel are descendants
+ * of the same root. Its padded hit area spans the navbar’s bottom gutter and
+ * overlaps the panel’s short entrance motion without moving the triggers. An
+ * open surface also bridges the header width for diagonal travel to far-side links. Switching
+ * triggers updates content inside the already-open surface instead of
+ * unmounting one panel and opening another, eliminating the close/open
+ * flicker during lateral movement. A `floating` menu opens its own compact
+ * panel under its trigger instead of the shared surface, which keeps the
+ * last surface menu so it can fade out with its content intact.
+ */
+export function NavMenuCluster({ menus, modelsPreview }: NavMenuClusterProps) {
+  const rootRef = useRef<HTMLDivElement>(null)
+  const { open, updateOpen } = useNavbarMenu('desktop')
+  const [activeMenu, setActiveMenu] = useState<NavMenu>(menus[0])
+  const [surfaceMenu, setSurfaceMenu] = useState<NavMenu>(
+    () => menus.find((menu) => !isFloating(menu)) ?? menus[0]
+  )
+  const [activeItem, setActiveItem] = useState(surfaceMenu.sections[0].items[0])
 
-/** Reveal-on-open classes, omitted while `closed` so a selected menu stays shut. */
-const PANEL_REVEAL =
-  'group-hover/navmenu:pointer-events-auto group-hover/navmenu:visible group-hover/navmenu:translate-y-0 group-hover/navmenu:opacity-100 group-focus-within/navmenu:pointer-events-auto group-focus-within/navmenu:visible group-focus-within/navmenu:translate-y-0 group-focus-within/navmenu:opacity-100'
+  useEffect(() => {
+    if (!open) return
+    const onEscape = (event: KeyboardEvent) => {
+      if (event.key !== 'Escape') return
+      event.preventDefault()
+      if (rootRef.current?.contains(document.activeElement)) {
+        document.getElementById(triggerIdFor(activeMenu))?.focus()
+      }
+      updateOpen(false)
+    }
+    document.addEventListener('keydown', onEscape)
+    return () => document.removeEventListener('keydown', onEscape)
+  }, [activeMenu, open, updateOpen])
 
-export function NavMenuChip({ menu }: NavMenuChipProps) {
-  const { label, items } = menu
-  const [closed, setClosed] = useState(false)
+  const activateMenu = (menu: NavMenu) => {
+    setActiveMenu(menu)
+    if (!isFloating(menu)) {
+      setSurfaceMenu(menu)
+      setActiveItem(menu.sections[0].items[0])
+    }
+    updateOpen(true)
+  }
 
-  const reArm = () => setClosed(false)
+  const enterMenu = (menu: NavMenu, last = false) => {
+    flushSync(() => activateMenu(menu))
+    const panel = document.getElementById(isFloating(menu) ? floatingPanelIdFor(menu) : MENU_ID)
+    const links = panel?.querySelectorAll<HTMLAnchorElement>('a[href]')
+    ;(last ? links?.[links.length - 1] : links?.[0])?.focus()
+  }
+
+  const closeFromPointer = () => {
+    if (rootRef.current?.contains(document.activeElement)) return
+    updateOpen(false)
+  }
 
   const handleSelect = () => {
-    setClosed(true)
+    updateOpen(false)
     if (document.activeElement instanceof HTMLElement) document.activeElement.blur()
   }
 
+  const surfaceOpen = open && !isFloating(activeMenu)
+
   return (
-    <div className='group/navmenu relative' onMouseLeave={reArm}>
-      <button
-        type='button'
-        aria-label={`${label} menu`}
-        onFocus={reArm}
-        className={cn(
-          chipVariants(),
-          /* Held open by the wrapper's state, not the button's own hover, so the
-             panel and its trigger light together. */
-          'group-focus-within/navmenu:bg-[var(--surface-active)] group-hover/navmenu:bg-[var(--surface-active)]'
-        )}
+    <div
+      ref={rootRef}
+      className='-mb-5 relative pb-5'
+      onMouseLeave={closeFromPointer}
+      onBlurCapture={(event) => {
+        if (!event.currentTarget.contains(event.relatedTarget as Node | null)) updateOpen(false)
+      }}
+    >
+      {surfaceOpen && (
+        <div
+          aria-hidden='true'
+          data-navigation-hover-bridge
+          className='fixed inset-x-0 top-[calc(var(--landing-header-height)-62px)] z-0 h-[66px]'
+        />
+      )}
+      <div className='relative z-10 flex items-center gap-1'>
+        {menus.map((menu) => {
+          const active = open && menu.label === activeMenu.label
+          const floating = isFloating(menu)
+          const triggerId = triggerIdFor(menu)
+          const panelId = floating ? floatingPanelIdFor(menu) : MENU_ID
+
+          return (
+            <div key={menu.label} className='relative'>
+              <button
+                id={triggerId}
+                type='button'
+                aria-label={`${menu.label} menu`}
+                aria-controls={panelId}
+                aria-haspopup='true'
+                aria-expanded={active}
+                onMouseEnter={() => activateMenu(menu)}
+                onFocus={() => activateMenu(menu)}
+                onClick={() => enterMenu(menu)}
+                onKeyDown={(event) => {
+                  if (
+                    event.key === 'ArrowDown' ||
+                    event.key === 'ArrowUp' ||
+                    (event.key === 'Tab' && !event.shiftKey && active && !floating)
+                  ) {
+                    event.preventDefault()
+                    enterMenu(menu, event.key === 'ArrowUp')
+                  }
+                }}
+                className={cn(
+                  chipVariants({ active }),
+                  'gap-0.5 rounded-full pr-3 pl-4 transition-[background-color] duration-150 ease-[cubic-bezier(0.23,1,0.32,1)]'
+                )}
+              >
+                <span
+                  className={cn(
+                    chipContentLabelClass,
+                    TRIGGER_CONTENT_TRANSITION,
+                    active ? 'translate-x-0' : RESTING_LABEL_POSITION
+                  )}
+                >
+                  {menu.label}
+                </span>
+                <ChipChevronDown
+                  className={cn(
+                    TRIGGER_CONTENT_TRANSITION,
+                    active ? 'translate-x-0 opacity-100' : '-translate-x-1 opacity-0'
+                  )}
+                />
+              </button>
+
+              {floating && (
+                <div
+                  id={panelId}
+                  aria-labelledby={triggerId}
+                  aria-hidden={!active}
+                  className={cn(FLOATING_BASE, active && FLOATING_OPEN)}
+                >
+                  <div
+                    className={cn(
+                      'flex w-[620px] flex-col gap-3 rounded-2xl border border-[var(--border)] p-3 shadow-xs',
+                      NAVBAR_GLASS_SURFACE
+                    )}
+                  >
+                    <div
+                      role='group'
+                      aria-label={menu.sections[0].label}
+                      className='grid grid-cols-2 gap-3'
+                    >
+                      {menu.sections.flatMap((section) =>
+                        section.items.map((item) => (
+                          <NavMenuCard
+                            key={item.title}
+                            item={item}
+                            prefetch={active ? null : false}
+                            onSelect={handleSelect}
+                          />
+                        ))
+                      )}
+                    </div>
+                    {menu.marquee === 'customers' && <NavMenuLogoMarquee />}
+                  </div>
+                </div>
+              )}
+            </div>
+          )
+        })}
+      </div>
+
+      <div
+        id={MENU_ID}
+        aria-labelledby={triggerIdFor(surfaceMenu)}
+        aria-hidden={!surfaceOpen}
+        className={cn(PANEL_BASE, surfaceOpen && PANEL_OPEN)}
+        onKeyDown={(event) => {
+          if (event.key !== 'Tab') return
+          const controls = Array.from(
+            event.currentTarget.querySelectorAll<HTMLElement>(
+              'a[href], button:not([disabled]):not([tabindex="-1"])'
+            )
+          ).filter((control) => !control.closest('[inert], [aria-hidden="true"]'))
+          if (event.shiftKey && event.target === controls[0]) {
+            event.preventDefault()
+            document.getElementById(triggerIdFor(surfaceMenu))?.focus()
+          } else if (!event.shiftKey && event.target === controls[controls.length - 1]) {
+            const nextMenu = menus[menus.indexOf(surfaceMenu) + 1]
+            if (nextMenu) {
+              event.preventDefault()
+              document.getElementById(triggerIdFor(nextMenu))?.focus()
+            }
+          }
+        }}
       >
-        <span className={chipContentLabelClass}>{label}</span>
-        <ChipChevronDown />
-      </button>
-
-      <div className={cn(PANEL_BASE, !closed && PANEL_REVEAL)}>
-        <div className='w-[840px] rounded-xl border border-[var(--border-muted)] bg-[var(--surface-4)] p-[3px]'>
-          <div className='rounded-lg border border-[var(--border-1)] bg-[var(--bg)] p-2'>
-            <div className='grid grid-cols-3 gap-1' role='group' aria-label={label}>
-              {items.map((item) => (
-                <NavMenuItem key={item.title} item={item} onSelect={handleSelect} />
-              ))}
+        <div className={cn('border-[var(--border)] border-y', NAVBAR_GLASS_SURFACE)}>
+          <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+            <div
+              className={cn(
+                'grid grid-cols-[minmax(0,1fr)_minmax(0,min(48%,640px))] gap-10 py-10 max-xl:gap-9 max-xl:py-9',
+                HOME_INSET
+              )}
+            >
+              <div className='grid min-w-0 grid-cols-2 gap-x-10 self-start'>
+                {surfaceMenu.sections.map((section) => (
+                  <div
+                    key={section.label}
+                    role='group'
+                    aria-label={section.label}
+                    className='flex min-w-0 flex-col gap-9'
+                  >
+                    {section.items.map((item) => (
+                      <NavMenuItem
+                        key={item.title}
+                        item={item}
+                        active={surfaceOpen && activeItem.href === item.href}
+                        prefetch={surfaceOpen ? null : false}
+                        onActivate={() => setActiveItem(item)}
+                        onSelect={handleSelect}
+                      />
+                    ))}
+                  </div>
+                ))}
+              </div>
+
+              <NavMenuPreview item={activeItem} modelsPreview={modelsPreview} />
             </div>
           </div>
         </div>
diff --git a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/types.ts b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/types.ts
index d9c9006d99c..cf8a1f3561e 100644
--- a/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/types.ts
+++ b/apps/sim/app/(landing)/components/navbar/components/nav-menu-chip/types.ts
@@ -1,3 +1,31 @@
+export type NavMenuPreviewKind =
+  | 'blog'
+  | 'changelog'
+  | 'docs'
+  | 'integrations'
+  | 'library'
+  | 'models'
+  | 'overview'
+  | 'enterprise'
+  | 'files'
+  | 'knowledge'
+  | 'logs'
+  | 'resource'
+  | 'tables'
+  | 'team'
+  | 'workflows'
+
+export interface NavMenuPreview {
+  /** Visual grammar used by the code-native product preview. */
+  kind: NavMenuPreviewKind
+  /** Small context label above the preview title. */
+  eyebrow: string
+  /** Preview headline. */
+  title: string
+  /** Three real product details rendered inside the preview surface. */
+  details: readonly [string, string, string]
+}
+
 /**
  * One destination inside a navbar mega-menu - a title, a one-line description,
  * and a crawlable href. {@link external} routes render as a plain
@@ -5,7 +33,9 @@
  * `<Link>`.
  */
 export interface NavMenuItemData {
-  /** Item heading (e.g. "Mothership"). */
+  /** Muted product prefix, used by Sim modules. */
+  brand?: string
+  /** Item heading (e.g. "Knowledge Base"). */
   title: string
   /** One-line description shown under the title. */
   description: string
@@ -13,15 +43,63 @@ export interface NavMenuItemData {
   href: string
   /** When true, the row is an off-site link opened in a new tab. */
   external?: boolean
+  /** Content and graphic shown when this item is hovered or focused. */
+  preview: NavMenuPreview
+  /** For a `floating` menu: the wordmark shown centred on the bloc's white placement. */
+  card?: NavMenuCard
+}
+
+/** The image placement on a customer bloc - a wordmark sized by optical height at its own aspect. */
+export interface NavMenuCard {
+  imageSrc: string
+  imageAlt: string
+  /** Intrinsic width ÷ height, so the mark scales without distortion. */
+  aspect: number
+  /** Display height in px, tuned by eye for the placement. */
+  height: number
+  /**
+   * The placement's ground: `dark` flattens the mark to white on dark grey,
+   * `light` keeps its ink on light grey. With a {@link background} the tone
+   * is the ground behind the picture while it loads.
+   */
+  tone: 'dark' | 'light'
+  /** A picture filling the placement under the mark, for a `dark` tone. */
+  background?: {
+    /** Path under `/public`; the tile shows it cropped to cover. */
+    src: string
+  }
+}
+
+/** One labeled column of destinations inside a mega-menu. */
+export interface NavMenuSection {
+  /** Section label, e.g. "Build" or "Operate". */
+  label: string
+  /** Destinations in reading order. */
+  items: readonly [NavMenuItemData, ...NavMenuItemData[]]
 }
 
 /**
- * A single navbar dropdown: its trigger label and the flat three-column grid of
- * items it reveals.
+ * A single navbar dropdown with an editorial introduction, grouped destinations,
+ * and one dynamic preview region.
  */
 export interface NavMenu {
-  /** Trigger label and accessible name of the panel (e.g. "Platform"). */
+  /** Trigger label and accessible name of the panel. */
   label: string
-  /** The destinations rendered in the panel, in display order. */
-  items: readonly NavMenuItemData[]
+  /** Small label above the menu heading. */
+  eyebrow: string
+  /** Menu-level positioning statement. */
+  heading: string
+  /** Supporting menu-level copy. */
+  description: string
+  /** Grouped destinations rendered in the panel. */
+  sections: readonly [NavMenuSection, ...NavMenuSection[]]
+  /**
+   * How the desktop menu presents its destinations. The default is the
+   * full-width surface with columns and a preview region; `floating` renders
+   * every item as an image bloc inside a compact panel that floats under the
+   * menu's own trigger (customer stories).
+   */
+  layout?: 'floating'
+  /** Slide the shared customer wordmarks under a `floating` menu's blocs. */
+  marquee?: 'customers'
 }
diff --git a/apps/sim/app/(landing)/components/navbar/components/navbar-auth-pill/index.ts b/apps/sim/app/(landing)/components/navbar/components/navbar-auth-pill/index.ts
new file mode 100644
index 00000000000..7e3d78811ad
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/navbar-auth-pill/index.ts
@@ -0,0 +1 @@
+export { NavbarAuthPill } from './navbar-auth-pill'
diff --git a/apps/sim/app/(landing)/components/navbar/components/navbar-auth-pill/navbar-auth-pill.tsx b/apps/sim/app/(landing)/components/navbar/components/navbar-auth-pill/navbar-auth-pill.tsx
new file mode 100644
index 00000000000..7897c759384
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/navbar-auth-pill/navbar-auth-pill.tsx
@@ -0,0 +1,50 @@
+import { cn } from '@sim/emcn'
+import Link from 'next/link'
+import { LOGIN_HREF, SIGNUP_HREF } from '@/app/(landing)/constants'
+
+interface NavbarAuthPillProps {
+  size?: 'compact' | 'default'
+  className?: string
+  onNavigate?: () => void
+}
+
+const SEGMENT_CLASSES =
+  'relative inline-flex min-w-0 items-center justify-center whitespace-nowrap text-[var(--text-body)] transition-colors duration-150 hover:bg-[var(--surface-hover)] hover:text-[var(--text-primary)] focus-visible:z-10 focus-visible:outline focus-visible:outline-1 focus-visible:outline-[var(--text-primary)] focus-visible:outline-offset-[-3px] motion-reduce:transition-none'
+
+/** Two independent account links share one pill and a short inset divider. */
+export function NavbarAuthPill({ size = 'compact', className, onNavigate }: NavbarAuthPillProps) {
+  const compact = size === 'compact'
+
+  return (
+    <div
+      role='group'
+      aria-label='Account actions'
+      className={cn(
+        'inline-flex shrink-0 items-stretch rounded-full border border-[var(--border)]',
+        compact ? 'h-[26px] text-[13px]' : 'h-9 text-[14px]',
+        className
+      )}
+    >
+      <Link
+        href={LOGIN_HREF}
+        prefetch={false}
+        onClick={onNavigate}
+        className={cn(SEGMENT_CLASSES, 'rounded-l-full', compact ? 'px-3' : 'flex-auto px-2')}
+      >
+        Log in
+      </Link>
+      <span
+        aria-hidden='true'
+        className={cn('w-px shrink-0 self-center bg-[var(--border)]', compact ? 'h-3' : 'h-3.5')}
+      />
+      <Link
+        href={SIGNUP_HREF}
+        prefetch={false}
+        onClick={onNavigate}
+        className={cn(SEGMENT_CLASSES, 'rounded-r-full', compact ? 'px-3' : 'flex-auto px-2')}
+      >
+        Start building
+      </Link>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/navbar/components/navbar-shell/navbar-shell.test.tsx b/apps/sim/app/(landing)/components/navbar/components/navbar-shell/navbar-shell.test.tsx
new file mode 100644
index 00000000000..580f7484de2
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/components/navbar-shell/navbar-shell.test.tsx
@@ -0,0 +1,198 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import {
+  NavbarShell,
+  useNavbarFrost,
+} from '@/app/(landing)/components/navbar/components/navbar-shell/navbar-shell'
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+}))
+
+let resizeObservers: ControlledResizeObserver[]
+let intersectionObservers: ControlledIntersectionObserver[]
+
+class ControlledResizeObserver implements ResizeObserver {
+  observe = vi.fn<(target: Element) => void>()
+  unobserve = vi.fn<(target: Element) => void>()
+  disconnect = vi.fn()
+
+  constructor(private readonly callback: ResizeObserverCallback) {
+    resizeObservers.push(this)
+  }
+
+  resize(target: Element) {
+    const entry: ResizeObserverEntry = {
+      target,
+      contentRect: target.getBoundingClientRect(),
+      borderBoxSize: [],
+      contentBoxSize: [],
+      devicePixelContentBoxSize: [],
+    }
+    this.callback([entry], this)
+  }
+}
+
+class ControlledIntersectionObserver {
+  observe = vi.fn<(target: Element) => void>()
+  disconnect = vi.fn()
+
+  constructor(
+    readonly callback: IntersectionObserverCallback,
+    readonly options?: IntersectionObserverInit
+  ) {
+    intersectionObservers.push(this)
+  }
+}
+
+function MenuControls() {
+  const frost = useNavbarFrost()
+  if (!frost) throw new Error('Menu controls require the actual navbar context')
+
+  return (
+    <>
+      <button type='button' onClick={() => frost.setMenuOpen('desktop', true)}>
+        Open desktop
+      </button>
+      <button type='button' onClick={() => frost.setMenuOpen('desktop', false)}>
+        Close desktop
+      </button>
+      <button type='button' onClick={() => frost.setMenuOpen('mobile', true)}>
+        Open mobile
+      </button>
+      <button type='button' onClick={() => frost.setMenuOpen('mobile', false)}>
+        Close mobile
+      </button>
+    </>
+  )
+}
+
+let host: HTMLDivElement
+let root: Root
+let mounted: boolean
+let headerHeight: number
+
+function header(): HTMLElement {
+  const element = host.querySelector<HTMLElement>('[data-landing-header]')
+  if (!element) throw new Error('Missing landing header')
+  return element
+}
+
+function click(label: string) {
+  const button = Array.from(host.querySelectorAll('button')).find(
+    (candidate) => candidate.textContent === label
+  )
+  if (!button) throw new Error(`Missing menu control: ${label}`)
+  act(() => button.dispatchEvent(new MouseEvent('click', { bubbles: true })))
+}
+
+function unmount() {
+  act(() => root.unmount())
+  mounted = false
+}
+
+beforeEach(() => {
+  resizeObservers = []
+  intersectionObservers = []
+  headerHeight = 104
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  vi.stubGlobal('ResizeObserver', ControlledResizeObserver)
+  vi.stubGlobal('IntersectionObserver', ControlledIntersectionObserver)
+  vi.spyOn(HTMLElement.prototype, 'getBoundingClientRect').mockImplementation(function () {
+    return new DOMRect(0, 0, 1440, this.tagName === 'HEADER' ? headerHeight : 0)
+  })
+
+  host = document.createElement('div')
+  host.style.overflowY = 'scroll'
+  host.style.paddingRight = '12px'
+  host.style.scrollPaddingTop = '8px'
+  host.scrollTop = 320
+  Object.defineProperties(host, {
+    offsetWidth: { value: 1440 },
+    clientWidth: { value: 1420 },
+  })
+  document.body.append(host)
+  root = createRoot(host)
+  mounted = true
+  act(() => {
+    root.render(
+      <NavbarShell>
+        <MenuControls />
+      </NavbarShell>
+    )
+  })
+})
+
+afterEach(() => {
+  if (mounted) unmount()
+  host.remove()
+  vi.restoreAllMocks()
+  vi.unstubAllGlobals()
+})
+
+describe('NavbarShell menu positioning and scroll containment', () => {
+  it('publishes the current header height before a resize and updates it when header content changes', () => {
+    expect(header().style.getPropertyValue('--landing-header-height')).toBe('104px')
+    expect(host.style.scrollPaddingTop).toBe('104px')
+    expect(resizeObservers).toHaveLength(1)
+    expect(resizeObservers[0].observe).toHaveBeenCalledWith(header())
+
+    headerHeight = 76
+    act(() => resizeObservers[0].resize(header()))
+
+    expect(header().style.getPropertyValue('--landing-header-height')).toBe('76px')
+    expect(host.style.scrollPaddingTop).toBe('76px')
+    expect(host.scrollTop).toBe(320)
+  })
+
+  it('disconnects header and scroll-sentinel observations when the shell unmounts', () => {
+    expect(resizeObservers).toHaveLength(1)
+    expect(intersectionObservers).toHaveLength(1)
+    expect(intersectionObservers[0].options?.root).toBe(host)
+
+    unmount()
+
+    expect(resizeObservers[0].disconnect).toHaveBeenCalledOnce()
+    expect(intersectionObservers[0].disconnect).toHaveBeenCalledOnce()
+    expect(host.style.scrollPaddingTop).toBe('8px')
+  })
+
+  it('locks its actual parent scroll port and restores existing styles without changing its position', () => {
+    const bodyOverflow = document.body.style.overflowY
+    const bodyPadding = document.body.style.paddingRight
+
+    click('Open desktop')
+
+    expect(host.style.overflowY).toBe('hidden')
+    expect(host.style.paddingRight).toBe('20px')
+    expect(host.scrollTop).toBe(320)
+    expect(document.documentElement.style.overscrollBehaviorY).toBe('none')
+    expect(document.body.style.overflowY).toBe(bodyOverflow)
+    expect(document.body.style.paddingRight).toBe(bodyPadding)
+
+    click('Close desktop')
+
+    expect(host.style.overflowY).toBe('scroll')
+    expect(host.style.paddingRight).toBe('12px')
+    expect(host.scrollTop).toBe(320)
+    expect(document.documentElement.style.overscrollBehaviorY).toBe('')
+  })
+
+  it('keeps the scroll port locked until desktop and mobile menus have both closed', () => {
+    click('Open desktop')
+    click('Open mobile')
+    click('Close desktop')
+
+    expect(host.style.overflowY).toBe('hidden')
+    expect(host.style.paddingRight).toBe('20px')
+
+    click('Close mobile')
+
+    expect(host.style.overflowY).toBe('scroll')
+    expect(host.style.paddingRight).toBe('12px')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/navbar/components/navbar-shell/navbar-shell.tsx b/apps/sim/app/(landing)/components/navbar/components/navbar-shell/navbar-shell.tsx
index b2eb549f1ba..dff811a914d 100644
--- a/apps/sim/app/(landing)/components/navbar/components/navbar-shell/navbar-shell.tsx
+++ b/apps/sim/app/(landing)/components/navbar/components/navbar-shell/navbar-shell.tsx
@@ -15,16 +15,15 @@ export const NAVBAR_GLASS_SURFACE = cn(colorMixFallbacks.navbarGlass, 'backdrop-
 
 interface NavbarFrostContextValue {
   /**
-   * Reported by the mobile sheet as it opens/closes so the bar frosts to glass
-   * while the menu is open - the bar and the dropdown then read as one continuous
-   * frosted panel instead of a transparent bar over a separate sheet.
+   * Reported independently by the desktop and mobile menus so shared shell
+   * effects remain active until every open navigation surface has closed.
    */
-  setMenuOpen: (open: boolean) => void
+  setMenuOpen: (source: 'desktop' | 'mobile', open: boolean) => void
 }
 
 const NavbarFrostContext = createContext<NavbarFrostContextValue | null>(null)
 
-/** Lets the mobile nav report its open state up to the shell so the bar can frost in sync. */
+/** Lets each nav surface report its open state so the shell can coordinate shared effects. */
 export function useNavbarFrost(): NavbarFrostContextValue | null {
   return use(NavbarFrostContext)
 }
@@ -34,8 +33,8 @@ interface NavbarShellProps {
 }
 
 /**
- * Sticky navbar chrome that frosts to glass once the page scrolls (or, on mobile,
- * while the dropdown menu is open).
+ * Sticky navbar chrome that frosts to glass once the page scrolls or while a
+ * desktop or mobile navigation menu is open.
  *
  * At the very top the bar uses the same solid canvas token as the hero, so it is
  * visually seamless while still preventing route content from painting through
@@ -51,9 +50,14 @@ interface NavbarShellProps {
  * vertical wobble of the bar's text as you scroll near the top. The blur snaps in
  * while the fill still fades, so the frost appears smoothly without the jitter.
  *
- * The mobile sheet reports its open state through {@link NavbarFrostContext}, so
- * opening the menu also frosts the bar - the bar and the dropdown then form one
- * continuous glass panel with no transparent seam between them.
+ * The measured header height anchors the desktop panel and bounds the mobile
+ * sheet, including changes to the announcement strip or text sizing. The same
+ * height offsets native page and hash scrolling inside the landing scroll port.
+ *
+ * Both navigation surfaces report open state through {@link NavbarFrostContext}.
+ * While either is open, the shell locks its actual scroll port, preserves the
+ * scrollbar gutter, frosts the header, and fades page content beneath a fixed
+ * veil. The sticky bar, trigger, and menu remain one stationary foreground layer.
  *
  * The frost lives on a separate sibling layer (`absolute inset-0 -z-10`) behind
  * the nav content rather than on the `<header>` element itself. This is
@@ -73,8 +77,34 @@ interface NavbarShellProps {
  */
 export function NavbarShell({ children }: NavbarShellProps) {
   const sentinelRef = useRef<HTMLDivElement>(null)
+  const headerRef = useRef<HTMLElement>(null)
   const [scrolled, setScrolled] = useState(false)
-  const [menuOpen, setMenuOpen] = useState(false)
+  const [menuOpenBySource, setMenuOpenBySource] = useState({ desktop: false, mobile: false })
+  const menuOpen = menuOpenBySource.desktop || menuOpenBySource.mobile
+
+  useEffect(() => {
+    const header = headerRef.current
+    const scrollPort = sentinelRef.current?.parentElement
+    if (!header || !scrollPort) return
+
+    const previousScrollPaddingTop = scrollPort.style.scrollPaddingTop
+    let previousHeight = 0
+    const updateHeight = () => {
+      const height = header.getBoundingClientRect().height
+      if (height === previousHeight) return
+      previousHeight = height
+      header.style.setProperty('--landing-header-height', `${height}px`)
+      scrollPort.style.scrollPaddingTop = `${height}px`
+    }
+
+    updateHeight()
+    const observer = new ResizeObserver(updateHeight)
+    observer.observe(header)
+    return () => {
+      observer.disconnect()
+      scrollPort.style.scrollPaddingTop = previousScrollPaddingTop
+    }
+  }, [])
 
   useEffect(() => {
     const sentinel = sentinelRef.current
@@ -89,12 +119,55 @@ export function NavbarShell({ children }: NavbarShellProps) {
     return () => observer.disconnect()
   }, [])
 
-  const frost = useMemo<NavbarFrostContextValue>(() => ({ setMenuOpen }), [])
+  useEffect(() => {
+    if (!menuOpen) return
+
+    const scrollPort = sentinelRef.current?.parentElement
+    if (!scrollPort) return
+
+    const root = document.documentElement
+    const previousOverflowY = scrollPort.style.overflowY
+    const previousPaddingRight = scrollPort.style.paddingRight
+    const previousRootOverscrollY = root.style.overscrollBehaviorY
+    const scrollbarWidth = scrollPort.offsetWidth - scrollPort.clientWidth
+
+    scrollPort.style.overflowY = 'hidden'
+    if (scrollbarWidth > 0) scrollPort.style.paddingRight = `${scrollbarWidth}px`
+    /**
+     * A hidden-overflow port is no longer a scroll target, so wheel gestures
+     * over the open menu chain to the viewport and rubber-band the document
+     * past the top, carrying the sticky bar away from the fixed panel. The
+     * root's overscroll setting is what the viewport consults, so pin it for
+     * the lock's lifetime.
+     */
+    root.style.overscrollBehaviorY = 'none'
+
+    return () => {
+      scrollPort.style.overflowY = previousOverflowY
+      scrollPort.style.paddingRight = previousPaddingRight
+      root.style.overscrollBehaviorY = previousRootOverscrollY
+    }
+  }, [menuOpen])
+
+  const frost = useMemo<NavbarFrostContextValue>(
+    () => ({
+      setMenuOpen: (source, open) => {
+        setMenuOpenBySource((current) =>
+          current[source] === open ? current : { ...current, [source]: open }
+        )
+      },
+    }),
+    []
+  )
 
   return (
     <NavbarFrostContext value={frost}>
       <div ref={sentinelRef} aria-hidden='true' className='-mb-px h-px' />
-      <header className='sticky top-0 z-50'>
+      <header
+        ref={headerRef}
+        data-landing-header
+        className='sticky top-0 z-50 [--landing-header-height:calc(1.95rem_+_62px)]'
+      >
         <div
           aria-hidden='true'
           className={cn(
@@ -104,6 +177,14 @@ export function NavbarShell({ children }: NavbarShellProps) {
         />
         {children}
       </header>
+      <div
+        aria-hidden='true'
+        data-navigation-backdrop
+        className={cn(
+          'pointer-events-none fixed inset-0 z-40 bg-[var(--bg)] transition-opacity duration-[180ms] ease-[cubic-bezier(0.23,1,0.32,1)] motion-reduce:transition-none',
+          menuOpen ? 'opacity-75' : 'opacity-0'
+        )}
+      />
     </NavbarFrostContext>
   )
 }
diff --git a/apps/sim/app/(landing)/components/navbar/components/sim-wordmark/sim-wordmark.tsx b/apps/sim/app/(landing)/components/navbar/components/sim-wordmark/sim-wordmark.tsx
index 37c883552dd..13632778416 100644
--- a/apps/sim/app/(landing)/components/navbar/components/sim-wordmark/sim-wordmark.tsx
+++ b/apps/sim/app/(landing)/components/navbar/components/sim-wordmark/sim-wordmark.tsx
@@ -1,5 +1,19 @@
 import { WORDMARK_PATHS, WORDMARK_VIEW_BOX } from '@/lib/branding/wordmark'
 
+const WORDMARK_FILLS = {
+  body: 'var(--text-body)',
+  'brand-muted': 'var(--text-tertiary)',
+  inherit: 'currentColor',
+  'muted-inverse': 'var(--text-muted-inverse)',
+} as const
+
+interface SimWordmarkProps {
+  /** Navbar mark or compact mark sized for a 20px ChipTag. */
+  size?: 'nav' | 'tag'
+  /** Body ink, inherited foreground, muted brand ink, or light ink for inverse surfaces. */
+  tone?: keyof typeof WORDMARK_FILLS
+}
+
 /**
  * Inline "sim" brand logotype (wordmark, no separate icon mark) - the paths
  * from the v1.0 brand guide's `simLogotype--dark.svg`, inlined so the logo
@@ -7,25 +21,30 @@ import { WORDMARK_PATHS, WORDMARK_VIEW_BOX } from '@/lib/branding/wordmark'
  * `@/lib/branding/wordmark` because the email header rasterizes the same
  * outlines.
  *
- * Filled with a single solid `var(--text-body)` - the navbar's own text color
- * (the same token its nav-link chips use) - so the wordmark reads as one solid
- * ink that matches the surrounding nav text, with no gradient or glow.
+ * Filled with the navbar's `var(--text-body)` by default. Compact marks can
+ * inherit the surrounding foreground or use the platform's muted inverse ink,
+ * without duplicating surface chrome here.
  *
- * Drawn at 18px tall - the chip's 14px label plus 2px above/below; the parent
- * slot centers it in a chip-height (30px) box. Nudged up 1.5px: the glyph mass
- * sits below the i-dot's headroom, so true geometric centering reads low.
+ * The navbar mark is 18px tall and nudged up 1.5px because the glyph mass sits
+ * below the i-dot's headroom. The tag mark is 10px tall and remains centered in
+ * the 20px tag.
  */
-export function SimWordmark() {
+export function SimWordmark({ size = 'nav', tone = 'body' }: SimWordmarkProps) {
+  const compact = size === 'tag'
+  const width = compact ? 21 : 37
+  const height = compact ? 10 : 18
+  const fill = WORDMARK_FILLS[tone]
+
   return (
     <svg
       viewBox={`0 0 ${WORDMARK_VIEW_BOX.width} ${WORDMARK_VIEW_BOX.height}`}
-      width={37}
-      height={18}
+      width={width}
+      height={height}
       fill='none'
       aria-hidden='true'
-      className='-translate-y-[1.5px] h-[18px] w-auto'
+      className={compact ? 'h-[10px] w-auto' : '-translate-y-[1.5px] h-[18px] w-auto'}
     >
-      <g fill='var(--text-body)'>
+      <g fill={fill}>
         {WORDMARK_PATHS.map((d) => (
           <path key={d} d={d} />
         ))}
diff --git a/apps/sim/app/(landing)/components/navbar/hooks/use-navbar-menu.ts b/apps/sim/app/(landing)/components/navbar/hooks/use-navbar-menu.ts
new file mode 100644
index 00000000000..132ddaf5e93
--- /dev/null
+++ b/apps/sim/app/(landing)/components/navbar/hooks/use-navbar-menu.ts
@@ -0,0 +1,34 @@
+'use client'
+
+import { useCallback, useEffect, useState } from 'react'
+import { useNavbarFrost } from '@/app/(landing)/components/navbar/components/navbar-shell'
+
+/** Matches the navbar's `xl` visibility boundary. */
+const DESKTOP_QUERY = '(min-width: 1280px)'
+
+/** Releases the shared scroll lock whenever a navigation surface becomes hidden. */
+export function useNavbarMenu(source: 'desktop' | 'mobile') {
+  const frost = useNavbarFrost()
+  const [open, setOpen] = useState(false)
+  const updateOpen = useCallback(
+    (nextOpen: boolean) => {
+      setOpen(nextOpen)
+      frost?.setMenuOpen(source, nextOpen)
+    },
+    [frost, source]
+  )
+
+  useEffect(() => {
+    const media = window.matchMedia(DESKTOP_QUERY)
+    const onBreakpointChange = () => {
+      if (media.matches !== (source === 'desktop')) updateOpen(false)
+    }
+    media.addEventListener('change', onBreakpointChange)
+    return () => {
+      media.removeEventListener('change', onBreakpointChange)
+      frost?.setMenuOpen(source, false)
+    }
+  }, [frost, source, updateOpen])
+
+  return { open, updateOpen }
+}
diff --git a/apps/sim/app/(landing)/components/navbar/navbar.tsx b/apps/sim/app/(landing)/components/navbar/navbar.tsx
index 19a67772f3a..3bd927b3160 100644
--- a/apps/sim/app/(landing)/components/navbar/navbar.tsx
+++ b/apps/sim/app/(landing)/components/navbar/navbar.tsx
@@ -1,40 +1,26 @@
-import { ChipLink } from '@sim/emcn'
+import { ChipLink, cn } from '@sim/emcn'
 import Link from 'next/link'
+import { LandingCtaLink } from '@/app/(landing)/components/landing-cta-link'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
 import {
+  AnnouncementBanner,
   GitHubChip,
   LogoMark,
   MobileNav,
   NAV_MENUS,
+  NavbarAuthPill,
   NavbarShell,
-  NavMenuChip,
+  NavMenuCluster,
   SimWordmark,
 } from '@/app/(landing)/components/navbar/components'
-import { DEMO_HREF, SIGNUP_HREF } from '@/app/(landing)/constants'
+import { ModelsMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/models-menu-preview'
+import { DEMO_HREF } from '@/app/(landing)/constants'
 
 /**
- * Landing navbar.
- *
- * Sticky `<header><nav>` landmark with `SiteNavigationElement` schema.org
- * markup. Server Component - the dropdown triggers, GitHub chip, and the
- * {@link NavbarShell} (which frosts the bar to glass on scroll) are isolated
- * client leaves, so the wordmark and links stay zero-hydration, crawlable HTML.
- *
- * Every item is a bare emcn chip. Chips carry no margin of their own, so both
- * clusters' `gap-1` is the full 4px between pills, and the nav's own `gap-4`
- * is the full 16px between the wordmark and the first menu chip - twice the
- * inter-chip gap. Only that first gap is live: the trailing cluster is `ml-auto`.
- * Horizontal padding (`px-20`, 48px) matches every section's edge gutter,
- * and the bar content is capped and centered at the shared
- * `max-w-[1460px]` (1300px content + the two 80px gutters) so the wordmark
- * aligns with the contained section content on wide screens - the frosted
- * `<header>` shell stays full-bleed. Slightly taller vertical padding. Text
- * weight is the platform default (400).
- *
- * Layout (left → right): Sim wordmark (18px glyph centered in a
- * chip-height slot, chip-text color) → the {@link NAV_MENUS} mega-menus
- * (pure-CSS hover/focus dropdowns) → Pricing → GitHub stars. Right side: Log in
- * (default chip), Contact sales (outline chip), Sign up (filled chip).
- * Enterprise lives inside the Resources mega-menu, not as a standalone chip.
+ * Shared landing navigation with centered product links, a divided account pill
+ * for Log in and Start building, and the filled demo CTA.
+ * Below `xl`, the mobile sheet keeps the wider auth cluster clear of navigation
+ * links. The shell owns sticky positioning, menu state, and the frosted surface.
  */
 
 interface NavbarProps {
@@ -44,24 +30,28 @@ interface NavbarProps {
    * navbar without a stars fetch (the GitHub chip is hidden when absent).
    */
   stars?: string
-  /**
-   * Render only the Sim wordmark - no nav menus, GitHub chip, auth chips, or
-   * mobile sheet. Used by non-marketing shells (resume, public-file auth) that
-   * want the brand header without the full marketing navigation.
-   */
-  logoOnly?: boolean
 }
 
-export function Navbar({ stars, logoOnly = false }: NavbarProps) {
+export function Navbar({ stars }: NavbarProps) {
   return (
     <NavbarShell>
+      <AnnouncementBanner />
       <nav
         aria-label='Primary navigation'
         itemScope
         itemType='https://schema.org/SiteNavigationElement'
-        className='relative mx-auto flex w-full max-w-[1460px] items-center gap-4 px-20 py-4 max-sm:px-5 max-lg:px-8'
+        className={cn(
+          'relative flex items-center justify-between py-4',
+          LANDING_CONTENT_WIDTH,
+          LANDING_GUTTER
+        )}
       >
-        <Link href='/' aria-label='Sim home' itemProp='url' className='flex h-[30px] items-center'>
+        <Link
+          href='/'
+          aria-label='Sim home'
+          itemProp='url'
+          className='relative z-10 flex h-[30px] shrink-0 items-center'
+        >
           <span itemProp='name' className='sr-only'>
             Sim
           </span>
@@ -70,33 +60,24 @@ export function Navbar({ stars, logoOnly = false }: NavbarProps) {
           </LogoMark>
         </Link>
 
-        {!logoOnly && (
-          <>
-            <div className='hidden items-center gap-1 lg:flex'>
-              {NAV_MENUS.map((menu) => (
-                <NavMenuChip key={menu.label} menu={menu} />
-              ))}
-              <ChipLink href='/pricing' itemProp='url'>
-                Pricing
-              </ChipLink>
-              {stars !== undefined && <GitHubChip stars={stars} />}
-            </div>
+        <div className='absolute inset-x-0 hidden items-center justify-center gap-1 xl:flex'>
+          <NavMenuCluster menus={NAV_MENUS} modelsPreview={<ModelsMenuPreview />} />
+          <div className='relative z-10 flex items-center gap-1'>
+            <ChipLink href='/pricing' itemProp='url' shape='round' className='px-3'>
+              Pricing
+            </ChipLink>
+            {stars !== undefined && <GitHubChip stars={stars} />}
+          </div>
+        </div>
 
-            <div className='ml-auto hidden items-center gap-1 lg:flex'>
-              <ChipLink href='/login' prefetch={false}>
-                Log in
-              </ChipLink>
-              <ChipLink variant='border' href={DEMO_HREF}>
-                Contact sales
-              </ChipLink>
-              <ChipLink variant='primary' href={SIGNUP_HREF} prefetch={false}>
-                Sign up
-              </ChipLink>
-            </div>
+        <div className='relative z-10 hidden shrink-0 items-center gap-2 xl:flex'>
+          <NavbarAuthPill />
+          <LandingCtaLink href={DEMO_HREF} size='compact' withArrow>
+            Request a demo
+          </LandingCtaLink>
+        </div>
 
-            <MobileNav stars={stars ?? '0'} />
-          </>
-        )}
+        <MobileNav stars={stars ?? '0'} />
       </nav>
     </NavbarShell>
   )
diff --git a/apps/sim/app/(landing)/components/placement-frame/index.ts b/apps/sim/app/(landing)/components/placement-frame/index.ts
new file mode 100644
index 00000000000..e01f9191dcb
--- /dev/null
+++ b/apps/sim/app/(landing)/components/placement-frame/index.ts
@@ -0,0 +1 @@
+export { PlacementFrame } from './placement-frame'
diff --git a/apps/sim/app/(landing)/components/placement-frame/placement-frame.tsx b/apps/sim/app/(landing)/components/placement-frame/placement-frame.tsx
new file mode 100644
index 00000000000..f26dc035e9f
--- /dev/null
+++ b/apps/sim/app/(landing)/components/placement-frame/placement-frame.tsx
@@ -0,0 +1,43 @@
+import { cn } from '@sim/emcn'
+import {
+  LANDING_STAGE_RADIUS,
+  LANDING_WINDOW_SHADOW,
+} from '@/app/(landing)/components/landing-layout'
+
+type PlacementTone = 'light' | 'mid' | 'dark'
+
+interface PlacementFrameProps {
+  /**
+   * Grayscale token. At most one `dark` bloc per section. It stays the darker
+   * bloc in the dark theme too - `--surface-3` under the `mid` bloc's
+   * `--surface-5` - rather than inverting with its token.
+   */
+  tone: PlacementTone
+  /** Layout/sizing classes. Never chrome. */
+  className?: string
+}
+
+const TONE = {
+  light: 'bg-[var(--surface-3)]',
+  mid: 'bg-[var(--surface-5)]',
+  dark: 'bg-[var(--text-secondary)] dark:bg-[var(--surface-3)]',
+} as const satisfies Record<PlacementTone, string>
+
+/**
+ * Grayscale placement bloc occupying Harvey's product-image slots: the ground
+ * behind a live product island - typically a `ProductWindow` offset over it so
+ * the window bleeds past the frame's clip.
+ */
+export function PlacementFrame({ tone, className }: PlacementFrameProps) {
+  return (
+    <div
+      className={cn(
+        'relative overflow-hidden',
+        LANDING_STAGE_RADIUS,
+        TONE[tone],
+        LANDING_WINDOW_SHADOW,
+        className
+      )}
+    />
+  )
+}
diff --git a/apps/sim/app/(landing)/components/platform-suite/components/build-agents-loop/build-agents-loop.tsx b/apps/sim/app/(landing)/components/platform-suite/components/build-agents-loop/build-agents-loop.tsx
new file mode 100644
index 00000000000..30246679f95
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/components/build-agents-loop/build-agents-loop.tsx
@@ -0,0 +1,132 @@
+'use client'
+
+import { useState } from 'react'
+import { cn } from '@sim/emcn'
+import { noop } from '@sim/utils/helpers'
+import {
+  HeroChatLoop,
+  type HeroChatPhase,
+} from '@/app/(landing)/components/hero/components/hero-chat-loop'
+import { HeroResourcePanel } from '@/app/(landing)/components/hero/components/hero-platform-loop/hero-resource-panel'
+import { PREVIEW_BUILD_TIMING } from '@/app/(landing)/components/hero/components/hero-platform-loop/preview-build-timing'
+import {
+  DEFAULT_REPLY_MESSAGE,
+  DEFAULT_USER_MESSAGE,
+} from '@/app/(landing)/components/hero/components/hero-platform-loop/preview-chat-content'
+import { STAGE_BLOCKS } from '@/app/(landing)/components/hero/components/hero-platform-loop/stage-data'
+import { HeroLoopShell } from '@/app/(landing)/components/shared/hero-loop-shell'
+import { PLATFORM_LOOP_RESET_FADE_MS } from '@/app/(landing)/components/shared/platform-loop-constants'
+import {
+  PREVIEW_SIDEBAR_CHATS,
+  PREVIEW_SIDEBAR_WORKFLOWS,
+} from '@/app/(landing)/components/shared/sidebar-preview-content'
+import { useMotionSafeCycle } from '@/app/(landing)/hooks/use-motion-safe-cycle'
+
+/** The cycle, in ms from its start. */
+const REPLY_AT =
+  PREVIEW_BUILD_TIMING.blockStartAt +
+  STAGE_BLOCKS.length * PREVIEW_BUILD_TIMING.blockStepMs +
+  PREVIEW_BUILD_TIMING.replyPauseMs
+const HOLD_MS = 3_600
+
+const OPEN_RESOURCES = ['workflow'] as const
+
+/**
+ * The platform suite's "Build agents" preview: Sim's real chat presentation
+ * building a workflow on the real workflow stage, the way the hero's live
+ * preview does, but on its own loop - the request posts, Sim thinks, the
+ * resource pane opens and the blocks land one by one, Sim replies, the frame
+ * holds and fades back to the start. Every piece is the hero's own
+ * ({@link HeroChatLoop}, {@link HeroResourcePanel}, the lead-enrichment
+ * `STAGE_BLOCKS`); only the driver differs, and nothing here takes input -
+ * the host window is `pointer-events-none`. Reduced motion shows the finished
+ * build.
+ */
+export function BuildAgentsLoop() {
+  const [phase, setPhase] = useState<HeroChatPhase>('reply')
+  const [stageOpen, setStageOpen] = useState(true)
+  const [builtCount, setBuiltCount] = useState(STAGE_BLOCKS.length)
+  const [fading, setFading] = useState(false)
+  const [cycleId, setCycleId] = useState(0)
+
+  useMotionSafeCycle({
+    scheduleCycle: () => {
+      setFading(false)
+      setPhase('user')
+      setStageOpen(false)
+      setBuiltCount(0)
+      setCycleId((id) => id + 1)
+      const totalMs = REPLY_AT + HOLD_MS
+      return {
+        timers: [
+          setTimeout(() => setPhase('thinking'), PREVIEW_BUILD_TIMING.thinkingAt),
+          setTimeout(() => setPhase('dispatching'), PREVIEW_BUILD_TIMING.dispatchAt),
+          setTimeout(() => setPhase('building'), PREVIEW_BUILD_TIMING.agentAt),
+          setTimeout(() => setStageOpen(true), PREVIEW_BUILD_TIMING.stageOpenAt),
+          ...STAGE_BLOCKS.map((_, index) =>
+            setTimeout(
+              () => setBuiltCount(index + 1),
+              PREVIEW_BUILD_TIMING.blockStartAt + index * PREVIEW_BUILD_TIMING.blockStepMs
+            )
+          ),
+          setTimeout(() => setPhase('reply'), REPLY_AT),
+          setTimeout(() => setFading(true), totalMs - PLATFORM_LOOP_RESET_FADE_MS),
+        ],
+        totalMs,
+      }
+    },
+    showFinished: () => {
+      setFading(false)
+      setPhase('reply')
+      setStageOpen(true)
+      setBuiltCount(STAGE_BLOCKS.length)
+    },
+  })
+
+  return (
+    <HeroLoopShell chats={PREVIEW_SIDEBAR_CHATS} workflows={PREVIEW_SIDEBAR_WORKFLOWS}>
+      <div
+        className={cn(
+          'relative flex h-full w-full overflow-hidden rounded-[6px] border border-[var(--border)] bg-[var(--bg)] transition-opacity duration-300 ease-out',
+          fading ? 'opacity-0' : 'opacity-100'
+        )}
+      >
+        <div className='relative h-full min-w-0 flex-1'>
+          <HeroChatLoop
+            phase={phase}
+            fading={fading}
+            userMessage={DEFAULT_USER_MESSAGE}
+            replyMessage={DEFAULT_REPLY_MESSAGE}
+            composerValue=''
+            isSending={phase !== 'reply'}
+            onComposerValueChange={noop}
+            onOpenWorkflowResource={noop}
+            onFollowUpSelect={noop}
+            onSubmit={noop}
+            onStopGeneration={noop}
+          />
+        </div>
+        <div
+          className={cn(
+            'h-full shrink-0 overflow-hidden border-[var(--border)] bg-[var(--bg)] transition-[width,border-width] duration-200 [transition-timing-function:cubic-bezier(0.25,0.1,0.25,1)]',
+            stageOpen ? 'w-1/2 border-l' : 'w-0 border-l-0'
+          )}
+        >
+          <div className='h-full w-full'>
+            <HeroResourcePanel
+              activeId='workflow'
+              builtCount={builtCount}
+              openIds={OPEN_RESOURCES}
+              workflowKey={cycleId}
+              onActiveChange={noop}
+              onClose={noop}
+              onCloseResource={noop}
+              onOpenResource={noop}
+              onRunWorkflow={noop}
+            />
+          </div>
+        </div>
+      </div>
+    </HeroLoopShell>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/platform-suite/components/build-agents-loop/index.ts b/apps/sim/app/(landing)/components/platform-suite/components/build-agents-loop/index.ts
new file mode 100644
index 00000000000..7d48b85e537
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/components/build-agents-loop/index.ts
@@ -0,0 +1 @@
+export { BuildAgentsLoop } from './build-agents-loop'
diff --git a/apps/sim/app/(landing)/components/platform-suite/components/governance-loop/governance-loop.test.tsx b/apps/sim/app/(landing)/components/platform-suite/components/governance-loop/governance-loop.test.tsx
new file mode 100644
index 00000000000..67d543939de
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/components/governance-loop/governance-loop.test.tsx
@@ -0,0 +1,70 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, type ReactNode } from 'react'
+import { createRoot } from 'react-dom/client'
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  Badge: ({ children }: { children: ReactNode }) => <span data-badge=''>{children}</span>,
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+}))
+
+vi.mock('@sim/emcn/icons', () => ({
+  Building: () => <svg aria-hidden='true' />,
+  Download: () => <svg aria-hidden='true' />,
+}))
+
+vi.mock('@/app/(landing)/components/shared/responsive-design-stage', () => ({
+  ResponsiveDesignStage: ({ children }: { children: ReactNode }) => <div>{children}</div>,
+}))
+
+vi.mock('@/app/(landing)/hooks/use-motion-safe-cycle', async () => {
+  const React = await import('react')
+  return {
+    useMotionSafeCycle: ({
+      scheduleCycle,
+    }: {
+      scheduleCycle: () => { timers: ReturnType<typeof setTimeout>[]; totalMs: number }
+    }) => {
+      React.useEffect(() => {
+        const cycle = scheduleCycle()
+        return () => cycle.timers.forEach(clearTimeout)
+      }, [])
+    },
+  }
+})
+
+import { GovernanceLoop } from '@/app/(landing)/components/platform-suite/components/governance-loop'
+
+afterEach(() => {
+  vi.useRealTimers()
+  document.body.replaceChildren()
+})
+
+describe('GovernanceLoop', () => {
+  it('lands the workspaces, fills spend against the budget, and trips the near-limit status', () => {
+    vi.useFakeTimers()
+    const host = document.createElement('div')
+    document.body.append(host)
+    act(() => {
+      createRoot(host).render(<GovernanceLoop />)
+    })
+
+    expect(host.textContent).toContain('Organization')
+    expect(host.textContent).toContain('Spend this month')
+    const rows = () => [...host.querySelectorAll('tbody tr')]
+    expect(rows()).toHaveLength(5)
+    expect(rows().every((row) => row.className.includes('opacity-0'))).toBe(true)
+    expect(host.textContent).toContain('$0 of $6,000')
+    expect(host.textContent).not.toContain('Near limit')
+
+    act(() => {
+      vi.advanceTimersByTime(3_000)
+    })
+    expect(rows().every((row) => row.className.includes('opacity-100'))).toBe(true)
+    expect(host.textContent).toContain('$3,480 of $6,000')
+    expect(host.textContent).toContain('58% of the org budget')
+    expect(host.textContent).toContain('Near limit')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/platform-suite/components/governance-loop/governance-loop.tsx b/apps/sim/app/(landing)/components/platform-suite/components/governance-loop/governance-loop.tsx
new file mode 100644
index 00000000000..dbd088fe127
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/components/governance-loop/governance-loop.tsx
@@ -0,0 +1,237 @@
+'use client'
+
+import { useState } from 'react'
+import { Badge, cn } from '@sim/emcn'
+import { Building, Download } from '@sim/emcn/icons'
+import {
+  PLATFORM_LOOP_DESIGN,
+  PLATFORM_LOOP_RESET_FADE_MS,
+} from '@/app/(landing)/components/shared/platform-loop-constants'
+import { ResponsiveDesignStage } from '@/app/(landing)/components/shared/responsive-design-stage'
+import { useMotionSafeCycle } from '@/app/(landing)/hooks/use-motion-safe-cycle'
+import { SegmentedMeter } from '@/app/workspace/[workspaceId]/settings/components/segmented-meter/segmented-meter'
+
+/** The organization's monthly budget and where spend stands against it. */
+const BUDGET = 6_000
+const SPEND = 3_480
+const METER_SEGMENTS = 24
+
+interface WorkspaceRow {
+  name: string
+  agents: number
+  runs: string
+  spend: string
+  limit: string
+  /** Spend against the workspace's own cap; `near` trips the amber status. */
+  status: 'under' | 'near'
+}
+
+const WORKSPACE_ROWS: readonly WorkspaceRow[] = [
+  { name: 'Support', agents: 12, runs: '6,410', spend: '$1,240', limit: '$2,000', status: 'under' },
+  { name: 'Sales', agents: 9, runs: '4,120', spend: '$860', limit: '$1,500', status: 'under' },
+  { name: 'Finance', agents: 6, runs: '2,980', spend: '$720', limit: '$800', status: 'near' },
+  { name: 'Operations', agents: 8, runs: '2,760', spend: '$410', limit: '$1,000', status: 'under' },
+  { name: 'Research', agents: 7, runs: '1,934', spend: '$250', limit: '$500', status: 'under' },
+] as const
+
+const COL_WIDTHS = ['24%', '12%', '15%', '13%', '14%', '22%'] as const
+const COL_HEADERS = ['Workspace', 'Agents', 'Runs (30d)', 'Spend', 'Limit', 'Status'] as const
+
+/** The cycle, in ms from its start. */
+const ROWS_START_MS = 500
+const ROW_STEP_MS = 160
+const METER_START_MS = 900
+const METER_STEPS = 24
+const METER_STEP_MS = 45
+const NEAR_LIMIT_AT_MS = METER_START_MS + METER_STEPS * METER_STEP_MS + 500
+const HOLD_MS = 3_600
+
+/** Stat card chrome, the settings panel's card on the product's bg. */
+const STAT_CARD = 'flex flex-col gap-2 rounded-[8px] border border-[var(--border)] px-4 py-3.5'
+
+/**
+ * The platform suite's "Govern at scale" preview: the organization's
+ * overview, where an admin sees and controls every agent - spend this month
+ * against the org budget on the settings meter, active agents and runs, and
+ * each workspace's spend against its own limit. On each cycle the workspace
+ * rows land one by one, the budget meter fills to this month's spend, and
+ * Finance trips its near-limit status; the frame holds and fades back.
+ * Decorative; the host window takes no input. Reduced motion shows the
+ * finished state.
+ */
+export function GovernanceLoop() {
+  const [rowCount, setRowCount] = useState(WORKSPACE_ROWS.length)
+  const [meterStep, setMeterStep] = useState(METER_STEPS)
+  const [nearLimit, setNearLimit] = useState(true)
+  const [fading, setFading] = useState(false)
+  const [cycleId, setCycleId] = useState(0)
+
+  useMotionSafeCycle({
+    scheduleCycle: () => {
+      setFading(false)
+      setRowCount(0)
+      setMeterStep(0)
+      setNearLimit(false)
+      setCycleId((id) => id + 1)
+      const totalMs = NEAR_LIMIT_AT_MS + HOLD_MS
+      return {
+        timers: [
+          ...WORKSPACE_ROWS.map((_, index) =>
+            setTimeout(() => setRowCount(index + 1), ROWS_START_MS + index * ROW_STEP_MS)
+          ),
+          ...Array.from({ length: METER_STEPS }, (_, index) =>
+            setTimeout(() => setMeterStep(index + 1), METER_START_MS + index * METER_STEP_MS)
+          ),
+          setTimeout(() => setNearLimit(true), NEAR_LIMIT_AT_MS),
+          setTimeout(() => setFading(true), totalMs - PLATFORM_LOOP_RESET_FADE_MS),
+        ],
+        totalMs,
+      }
+    },
+    showFinished: () => {
+      setFading(false)
+      setRowCount(WORKSPACE_ROWS.length)
+      setMeterStep(METER_STEPS)
+      setNearLimit(true)
+    },
+  })
+
+  const spendShown = Math.round((SPEND * meterStep) / METER_STEPS)
+  const percent = Math.round((spendShown / BUDGET) * 100)
+
+  return (
+    <ResponsiveDesignStage
+      width={PLATFORM_LOOP_DESIGN.width}
+      height={PLATFORM_LOOP_DESIGN.height}
+      align='start'
+      className='pointer-events-none absolute inset-0'
+      contentClassName='bg-[var(--surface-1)] p-2'
+    >
+      <div className='h-full w-full overflow-hidden rounded-[6px] border border-[var(--border)] bg-[var(--bg)]'>
+        <div
+          key={cycleId}
+          className={cn(
+            'flex h-full w-full flex-col transition-opacity duration-300 ease-out',
+            fading ? 'opacity-0' : 'opacity-100'
+          )}
+        >
+          <div className='flex h-[44px] shrink-0 items-center border-[var(--border)] border-b px-6'>
+            <div className='flex w-full items-center justify-between'>
+              <div className='flex items-center gap-3'>
+                <Building className='size-[14px] text-[var(--text-icon)]' />
+                <span className='text-[var(--text-body)] text-sm'>Organization</span>
+              </div>
+              <div className='flex items-center gap-1'>
+                <span className='flex items-center rounded-md px-2 py-1 text-[var(--text-secondary)] text-caption'>
+                  <Download className='mr-1.5 size-[14px] text-[var(--text-icon)]' />
+                  Export
+                </span>
+                <span className='rounded-md bg-[var(--surface-active)] px-2 py-1 text-[var(--text-body)] text-caption'>
+                  Overview
+                </span>
+                <span className='rounded-md px-2 py-1 text-[var(--text-secondary)] text-caption'>
+                  Members
+                </span>
+                <span className='rounded-md px-2 py-1 text-[var(--text-secondary)] text-caption'>
+                  Usage
+                </span>
+              </div>
+            </div>
+          </div>
+
+          <div className='grid shrink-0 grid-cols-3 gap-4 px-6 pt-5 pb-4'>
+            <div className={STAT_CARD}>
+              <span className='text-[var(--text-muted)] text-caption'>Spend this month</span>
+              <span className='text-[var(--text-primary)] text-lg leading-none'>
+                ${spendShown.toLocaleString('en-US')}
+                <span className='text-[var(--text-muted)] text-caption'>
+                  {' '}
+                  of ${BUDGET.toLocaleString('en-US')}
+                </span>
+              </span>
+              <SegmentedMeter used={spendShown} total={BUDGET} segments={METER_SEGMENTS} />
+              <span className='text-[var(--text-muted)] text-caption'>
+                {percent}% of the org budget · resets Aug 1
+              </span>
+            </div>
+            <div className={STAT_CARD}>
+              <span className='text-[var(--text-muted)] text-caption'>Active agents</span>
+              <span className='text-[var(--text-primary)] text-lg leading-none'>42</span>
+              <span className='text-[var(--text-muted)] text-caption'>Across 5 workspaces</span>
+            </div>
+            <div className={STAT_CARD}>
+              <span className='text-[var(--text-muted)] text-caption'>Runs (30d)</span>
+              <span className='text-[var(--text-primary)] text-lg leading-none'>18,204</span>
+              <span className='text-[var(--text-muted)] text-caption'>99.2% completed</span>
+            </div>
+          </div>
+
+          <div className='min-h-0 flex-1 overflow-hidden'>
+            <div className='flex items-center justify-between px-6 pt-1 pb-2'>
+              <span className='text-[var(--text-body)] text-sm'>Workspaces</span>
+              <span className='rounded-md border border-[var(--border)] px-2 py-1 text-[var(--text-secondary)] text-caption'>
+                Set limits
+              </span>
+            </div>
+            <table className='w-full table-fixed text-sm'>
+              <colgroup>
+                {COL_WIDTHS.map((width, index) => (
+                  <col key={index} style={{ width }} />
+                ))}
+              </colgroup>
+              <thead className='border-[var(--border)] border-y'>
+                <tr>
+                  {COL_HEADERS.map((label) => (
+                    <th
+                      key={label}
+                      className='h-9 px-6 py-1 text-left align-middle font-normal text-[var(--text-muted)] text-caption'
+                    >
+                      {label}
+                    </th>
+                  ))}
+                </tr>
+              </thead>
+              <tbody>
+                {WORKSPACE_ROWS.map((row, index) => {
+                  const near = row.status === 'near' && nearLimit
+                  return (
+                    <tr
+                      key={row.name}
+                      className={cn(
+                        'h-[42px] border-[var(--border)] border-b transition-opacity duration-300 ease-out',
+                        index < rowCount ? 'opacity-100' : 'opacity-0'
+                      )}
+                    >
+                      <td className='px-6 align-middle text-[var(--text-primary)] text-caption'>
+                        {row.name}
+                      </td>
+                      <td className='px-6 align-middle text-[var(--text-secondary)] text-caption'>
+                        {row.agents}
+                      </td>
+                      <td className='px-6 align-middle text-[var(--text-secondary)] text-caption'>
+                        {row.runs}
+                      </td>
+                      <td className='px-6 align-middle text-[var(--text-secondary)] text-caption'>
+                        {row.spend}
+                      </td>
+                      <td className='px-6 align-middle'>
+                        <Badge variant='gray-secondary' size='sm'>
+                          {row.limit} cap
+                        </Badge>
+                      </td>
+                      <td className='px-6 align-middle'>
+                        <Badge variant='gray-secondary' size='sm' dot>
+                          {near ? 'Near limit' : 'Under limit'}
+                        </Badge>
+                      </td>
+                    </tr>
+                  )
+                })}
+              </tbody>
+            </table>
+          </div>
+        </div>
+      </div>
+    </ResponsiveDesignStage>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/platform-suite/components/governance-loop/index.ts b/apps/sim/app/(landing)/components/platform-suite/components/governance-loop/index.ts
new file mode 100644
index 00000000000..e836fbaf744
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/components/governance-loop/index.ts
@@ -0,0 +1 @@
+export { GovernanceLoop } from './governance-loop'
diff --git a/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/index.ts b/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/index.ts
new file mode 100644
index 00000000000..22f2b2dae6c
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/index.ts
@@ -0,0 +1,9 @@
+export type { IsoTone } from '@/app/(landing)/components/platform-suite/components/iso-marks/iso-illustration-style'
+export {
+  IsoIntegrateIllustration,
+  type IsoIntegrateIllustrationProps,
+} from '@/app/(landing)/components/platform-suite/components/iso-marks/iso-integrate-illustration'
+export {
+  IsoMonitorIllustration,
+  type IsoMonitorIllustrationProps,
+} from '@/app/(landing)/components/platform-suite/components/iso-marks/iso-monitor-illustration'
diff --git a/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-illustration-style.ts b/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-illustration-style.ts
new file mode 100644
index 00000000000..e06dc8f9394
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-illustration-style.ts
@@ -0,0 +1,63 @@
+import type { CSSProperties, SVGProps } from 'react'
+import styles from '@/app/(landing)/components/platform-suite/components/iso-marks/iso-marks.module.css'
+
+/**
+ * The ground a mark sits on, named for the light theme: `light` is the pair's
+ * lighter tile, `dark` its darker one. The names hold in the dark theme too -
+ * the darker tile stays the darker of the two rather than inverting - and
+ * `iso-marks.module.css` gives each tone explicit inks for both themes, so a
+ * mark's contours never land on the wrong contrast.
+ */
+export type IsoTone = 'light' | 'dark'
+
+const ISO_VIEWBOX_SIZE = 526.5434455009386
+
+/**
+ * The four custom properties the stylesheet sets per tone and theme: the
+ * contour ink and the three face fills, low to high.
+ */
+export const ISO_PALETTE = {
+  stroke: 'var(--iso-stroke)',
+  low: 'var(--iso-low)',
+  mid: 'var(--iso-mid)',
+  high: 'var(--iso-high)',
+} as const
+
+/** The class that binds a tone's palette to a mark's root. */
+export const ISO_TONE_CLASS: Readonly<Record<IsoTone, string>> = {
+  light: styles.onLight,
+  dark: styles.onDark,
+}
+
+/**
+ * Contour props shared by every path in a mark. The ink goes through `style`,
+ * where `var()` resolves unambiguously, rather than a presentation attribute.
+ * Filled card marks keep a one-pixel contour even at small sizes; the larger
+ * outline previews retain their proportional stroke. Size compensation keeps
+ * stroke dashes in the same coordinate space as the normalized path length.
+ */
+export function createIsoLineProps(
+  className: string,
+  variant: 'filled' | 'outline',
+  size: number
+): SVGProps<SVGPathElement> {
+  return {
+    className,
+    fill: 'none',
+    pathLength: 1,
+    pointerEvents: 'none',
+    opacity: 1,
+    style: { stroke: ISO_PALETTE.stroke },
+    strokeWidth: variant === 'filled' ? ISO_VIEWBOX_SIZE / size : 3.2,
+    strokeLinecap: 'round',
+    strokeLinejoin: 'round',
+  }
+}
+
+/** The contour props plus a face fill. */
+export function withIsoFace(
+  lineProps: SVGProps<SVGPathElement>,
+  fill: string
+): SVGProps<SVGPathElement> {
+  return { ...lineProps, style: { ...(lineProps.style as CSSProperties | undefined), fill } }
+}
diff --git a/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-integrate-illustration.tsx b/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-integrate-illustration.tsx
new file mode 100644
index 00000000000..7a2e5aea7d9
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-integrate-illustration.tsx
@@ -0,0 +1,136 @@
+import { cn } from '@sim/emcn'
+import {
+  createIsoLineProps,
+  ISO_PALETTE,
+  ISO_TONE_CLASS,
+  type IsoTone,
+  withIsoFace,
+} from '@/app/(landing)/components/platform-suite/components/iso-marks/iso-illustration-style'
+import styles from '@/app/(landing)/components/platform-suite/components/iso-marks/iso-marks.module.css'
+
+export interface IsoIntegrateIllustrationProps {
+  size?: number
+  /** The ground the mark sits on - the pair's lighter or darker tile, in either theme. */
+  tone?: IsoTone
+  /** Contours only, without face fills, for decorative previews. */
+  variant?: 'filled' | 'outline'
+  className?: string
+}
+
+/**
+ * The Integrate mark from the main branch's iso-mark family - a three-tier
+ * isometric stack (a socket node up top, a connector port on each of the lower
+ * tiers). Ported for the platform suite without the family's idle float: it
+ * rests still, and hovering the bloc that holds it (`data-iso-hover`) redraws
+ * every contour from zero, bottom tier first. Paths render directly, keeping
+ * their contours sharp at the small card size.
+ */
+export function IsoIntegrateIllustration({
+  size = 172,
+  tone = 'light',
+  variant = 'filled',
+  className,
+}: IsoIntegrateIllustrationProps) {
+  const lineProps = createIsoLineProps('iso-integrate-illustration-line', variant, size)
+  return (
+    <svg
+      viewBox='-263.2717227504693 -263.2717227504693 526.5434455009386 526.5434455009386'
+      fill='none'
+      shapeRendering='geometricPrecision'
+      xmlns='http://www.w3.org/2000/svg'
+      width={size}
+      height={size}
+      aria-hidden={true}
+      focusable='false'
+      className={cn(
+        'iso-integrate-illustration block max-w-none shrink-0',
+        variant === 'outline' ? styles.outline : ISO_TONE_CLASS[tone],
+        className
+      )}
+    >
+      {variant === 'filled' && (
+        <style>
+          {`
+          .iso-integrate-illustration-line {
+            stroke-dasharray: 1;
+            stroke-dashoffset: 0;
+          }
+
+          [data-iso-hover]:hover .iso-integrate-illustration-line {
+            animation: iso-integrate-illustration-line-draw 900ms cubic-bezier(0.23, 1, 0.32, 1) both;
+          }
+
+          [data-iso-hover]:hover [data-integrate-layer='bottom-plane'] .iso-integrate-illustration-line,
+          [data-iso-hover]:hover [data-integrate-layer='bottom-port'] .iso-integrate-illustration-line {
+            animation-delay: 0ms;
+          }
+
+          [data-iso-hover]:hover [data-integrate-layer='middle-plane'] .iso-integrate-illustration-line,
+          [data-iso-hover]:hover [data-integrate-layer='middle-port'] .iso-integrate-illustration-line {
+            animation-delay: 75ms;
+          }
+
+          [data-iso-hover]:hover [data-integrate-layer='top-plane'] .iso-integrate-illustration-line,
+          [data-iso-hover]:hover [data-integrate-layer='top-socket'] .iso-integrate-illustration-line {
+            animation-delay: 150ms;
+          }
+
+          @keyframes iso-integrate-illustration-line-draw {
+            from {
+              stroke-dashoffset: 1;
+            }
+
+            to {
+              stroke-dashoffset: 0;
+            }
+          }
+
+          @media (prefers-reduced-motion: reduce) {
+            [data-iso-hover]:hover .iso-integrate-illustration-line {
+              animation: none;
+            }
+          }
+        `}
+        </style>
+      )}
+      <g>
+        <g data-integrate-layer='bottom-plane' pointerEvents='none'>
+          <path
+            d='M32.91 19.00 L157.09 90.70 Q190.00 109.70 157.09 128.70 L32.91 200.39 Q0.00 219.39 -32.91 200.39 L-157.09 128.70 Q-190.00 109.70 -157.09 90.70 L-32.91 19.00 Q0.00 -0.00 32.91 19.00 Z'
+            {...lineProps}
+          />
+        </g>
+        <g data-integrate-layer='middle-plane' pointerEvents='none'>
+          <path
+            d='M32.91 -90.70 L157.09 -19.00 Q190.00 -0.00 157.09 19.00 L32.91 90.70 Q0.00 109.70 -32.91 90.70 L-157.09 19.00 Q-190.00 -0.00 -157.09 -19.00 L-32.91 -90.70 Q0.00 -109.70 32.91 -90.70 Z'
+            {...withIsoFace(lineProps, ISO_PALETTE.low)}
+          />
+        </g>
+        <g data-integrate-layer='middle-port' pointerEvents='none'>
+          <path
+            d='M111.45 -23.41 L135.55 -9.50 Q152.00 0.00 135.55 9.50 L120.95 17.92 Q104.50 27.42 88.05 17.92 L63.95 4.02 Q47.50 -5.48 63.95 -14.98 L78.55 -23.41 Q95.00 -32.91 111.45 -23.41 Z'
+            {...withIsoFace(lineProps, ISO_PALETTE.mid)}
+          />
+        </g>
+        <g data-integrate-layer='bottom-port' pointerEvents='none'>
+          <path
+            d='M-34.01 129.57 L28.08 165.42 Q44.53 174.92 28.08 184.42 L19.42 189.41 Q2.97 198.91 -13.49 189.41 L-75.58 153.56 Q-92.03 144.06 -75.58 134.56 L-66.92 129.57 Q-50.47 120.07 -34.01 129.57 Z'
+            {...withIsoFace(lineProps, ISO_PALETTE.low)}
+          />
+        </g>
+        <g data-integrate-layer='top-plane' pointerEvents='none'>
+          <path
+            d='M32.91 -200.39 L157.09 -128.70 Q190.00 -109.70 157.09 -90.70 L32.91 -19.00 Q0.00 -0.00 -32.91 -19.00 L-157.09 -90.70 Q-190.00 -109.70 -157.09 -128.70 L-32.91 -200.39 Q0.00 -219.39 32.91 -200.39 Z'
+            {...withIsoFace(lineProps, ISO_PALETTE.mid)}
+          />
+        </g>
+        <g data-integrate-layer='top-socket' pointerEvents='none'>
+          <path
+            d='M37.70 -129.63 C16.71 -117.51 -17.31 -117.51 -38.30 -129.63 C-59.29 -141.74 -59.29 -161.39 -38.30 -173.50 C-17.31 -185.62 16.71 -185.62 37.70 -173.50 C58.69 -161.39 58.69 -141.74 37.70 -129.63 Z'
+            {...withIsoFace(lineProps, ISO_PALETTE.high)}
+          />
+        </g>
+      </g>
+    </svg>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-marks.module.css b/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-marks.module.css
new file mode 100644
index 00000000000..f4f41a427fa
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-marks.module.css
@@ -0,0 +1,31 @@
+/** Face and contour palettes for the two platform illustrations. */
+.onLight {
+  --iso-stroke: color-mix(in srgb, var(--text-subtle) 76%, var(--text-muted));
+  --iso-low: var(--surface-6);
+  --iso-mid: color-mix(in srgb, var(--surface-3) 58%, var(--surface-6));
+  --iso-high: var(--surface-3);
+}
+
+.onDark {
+  --iso-stroke: color-mix(in srgb, var(--surface-6) 72%, var(--text-secondary));
+  --iso-low: color-mix(in srgb, var(--text-secondary) 82%, var(--surface-6));
+  --iso-mid: color-mix(in srgb, var(--text-secondary) 64%, var(--surface-6));
+  --iso-high: color-mix(in srgb, var(--text-secondary) 46%, var(--surface-6));
+}
+
+/** Soft gray faces keep the layers distinct without bright highlights on dark cards. */
+:global(.dark) .onLight,
+:global(.dark) .onDark {
+  --iso-stroke: var(--text-primary);
+  --iso-low: color-mix(in srgb, var(--text-icon) 80%, var(--surface-6));
+  --iso-mid: var(--text-icon);
+  --iso-high: color-mix(in srgb, var(--text-icon) 70%, var(--text-secondary));
+}
+
+/** Quiet, unfilled contours on the solid menu-preview surface in either theme. */
+.outline {
+  --iso-stroke: var(--text-icon);
+  --iso-low: none;
+  --iso-mid: none;
+  --iso-high: none;
+}
diff --git a/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-monitor-illustration.tsx b/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-monitor-illustration.tsx
new file mode 100644
index 00000000000..011a8ee171c
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/components/iso-marks/iso-monitor-illustration.tsx
@@ -0,0 +1,154 @@
+import { cn } from '@sim/emcn'
+import {
+  createIsoLineProps,
+  ISO_PALETTE,
+  ISO_TONE_CLASS,
+  type IsoTone,
+  withIsoFace,
+} from '@/app/(landing)/components/platform-suite/components/iso-marks/iso-illustration-style'
+import styles from '@/app/(landing)/components/platform-suite/components/iso-marks/iso-marks.module.css'
+
+export interface IsoMonitorIllustrationProps {
+  size?: number
+  /** The ground the mark sits on - the pair's lighter or darker tile, in either theme. */
+  tone?: IsoTone
+  /** Contours only, without face fills, for decorative previews. */
+  variant?: 'filled' | 'outline'
+  className?: string
+}
+
+/**
+ * The Monitor mark from the main branch's iso-mark family - an isometric
+ * housing whose lid and side panels stand open around the stacked inner
+ * plates (the "look inside every run" read). Ported for the platform suite
+ * without the family's idle drift: it rests still, and hovering the bloc that
+ * holds it (`data-iso-hover`) redraws every contour from zero, base first. Paths
+ * render directly, keeping their contours sharp at the small card size.
+ */
+export function IsoMonitorIllustration({
+  size = 176,
+  tone = 'light',
+  variant = 'filled',
+  className,
+}: IsoMonitorIllustrationProps) {
+  const lineProps = createIsoLineProps('iso-monitor-illustration-line', variant, size)
+  return (
+    <svg
+      viewBox='-263.2717227504693 -263.2717227504693 526.5434455009386 526.5434455009386'
+      fill='none'
+      shapeRendering='geometricPrecision'
+      xmlns='http://www.w3.org/2000/svg'
+      width={size}
+      height={size}
+      aria-hidden={true}
+      focusable='false'
+      className={cn(
+        'iso-monitor-illustration block max-w-none shrink-0',
+        variant === 'outline' ? styles.outline : ISO_TONE_CLASS[tone],
+        className
+      )}
+    >
+      {variant === 'filled' && (
+        <style>
+          {`
+          .iso-monitor-illustration-line {
+            stroke-dasharray: 1;
+            stroke-dashoffset: 0;
+          }
+
+          [data-iso-hover]:hover .iso-monitor-illustration-line {
+            animation: iso-monitor-illustration-line-draw 900ms cubic-bezier(0.23, 1, 0.32, 1) both;
+          }
+
+          [data-iso-hover]:hover [data-monitor-layer='shadow-plane'] .iso-monitor-illustration-line,
+          [data-iso-hover]:hover [data-monitor-layer='base-bar'] .iso-monitor-illustration-line {
+            animation-delay: 0ms;
+          }
+
+          [data-iso-hover]:hover [data-monitor-layer='inner-low'] .iso-monitor-illustration-line,
+          [data-iso-hover]:hover [data-monitor-layer='inner-high'] .iso-monitor-illustration-line {
+            animation-delay: 70ms;
+          }
+
+          [data-iso-hover]:hover [data-monitor-layer='left-panel'] .iso-monitor-illustration-line,
+          [data-iso-hover]:hover [data-monitor-layer='right-panel'] .iso-monitor-illustration-line {
+            animation-delay: 140ms;
+          }
+
+          [data-iso-hover]:hover [data-monitor-layer='top-lid'] .iso-monitor-illustration-line {
+            animation-delay: 210ms;
+          }
+
+          @keyframes iso-monitor-illustration-line-draw {
+            from {
+              stroke-dashoffset: 1;
+            }
+
+            to {
+              stroke-dashoffset: 0;
+            }
+          }
+
+          @media (prefers-reduced-motion: reduce) {
+            [data-iso-hover]:hover .iso-monitor-illustration-line {
+              animation: none;
+            }
+          }
+        `}
+        </style>
+      )}
+      <g>
+        <g data-monitor-layer='shadow-plane' pointerEvents='none'>
+          <path
+            d='M16.45 -34.38 L211.55 78.26 Q228.00 87.76 211.55 97.26 L16.45 209.89 Q0.00 219.39 -16.45 209.89 L-211.55 97.26 Q-228.00 87.76 -211.55 78.26 L-16.45 -34.38 Q0.00 -43.88 16.45 -34.38 Z'
+            {...lineProps}
+          />
+        </g>
+        <g data-monitor-layer='base-bar' pointerEvents='none'>
+          <path
+            d='M-186.71 89.66 L-3.29 195.55 Q0.00 197.45 0.00 193.65 L0.00 179.31 Q0.00 175.51 -3.29 173.61 L-186.71 67.72 Q-190.00 65.82 -190.00 69.62 L-190.00 83.96 Q-190.00 87.76 -186.71 89.66 Z'
+            {...withIsoFace(lineProps, ISO_PALETTE.low)}
+          />
+          <path
+            d='M186.71 89.66 L3.29 195.55 Q0.00 197.45 0.00 193.65 L0.00 179.31 Q0.00 175.51 3.29 173.61 L186.71 67.72 Q190.00 65.82 190.00 69.62 L190.00 83.96 Q190.00 87.76 186.71 89.66 Z'
+            {...withIsoFace(lineProps, ISO_PALETTE.mid)}
+          />
+          <path
+            d='M3.29 -41.98 L186.71 63.92 Q190.00 65.82 186.71 67.72 L3.29 173.61 Q0.00 175.51 -3.29 173.61 L-186.71 67.72 Q-190.00 65.82 -186.71 63.92 L-3.29 -41.98 Q0.00 -43.88 3.29 -41.98 Z'
+            {...withIsoFace(lineProps, ISO_PALETTE.high)}
+          />
+        </g>
+        <g data-monitor-layer='right-panel' pointerEvents='none'>
+          <path
+            d='M32.91 -68.76 L128.59 -13.52 Q161.50 5.48 161.50 -32.52 L161.50 -88.15 Q161.50 -126.15 128.59 -145.15 L32.91 -200.39 Q0.00 -219.39 0.00 -181.39 L0.00 -125.76 Q0.00 -87.76 32.91 -68.76 Z'
+            {...lineProps}
+          />
+        </g>
+        <g data-monitor-layer='inner-low' pointerEvents='none'>
+          <path
+            d='M32.91 -2.94 L119.09 46.82 Q152.00 65.82 119.09 84.82 L32.91 134.58 Q0.00 153.58 -32.91 134.58 L-119.09 84.82 Q-152.00 65.82 -119.09 46.82 L-32.91 -2.94 Q0.00 -21.94 32.91 -2.94 Z'
+            {...withIsoFace(lineProps, ISO_PALETTE.low)}
+          />
+        </g>
+        <g data-monitor-layer='inner-high' pointerEvents='none'>
+          <path
+            d='M32.91 -46.82 L119.09 2.94 Q152.00 21.94 119.09 40.94 L32.91 90.70 Q0.00 109.70 -32.91 90.70 L-119.09 40.94 Q-152.00 21.94 -119.09 2.94 L-32.91 -46.82 Q0.00 -65.82 32.91 -46.82 Z'
+            {...withIsoFace(lineProps, ISO_PALETTE.mid)}
+          />
+        </g>
+        <g data-monitor-layer='left-panel' pointerEvents='none'>
+          <path
+            d='M-157.09 62.88 L-32.91 134.58 Q0.00 153.58 0.00 115.58 L0.00 38.00 Q0.00 0.00 -32.91 -19.00 L-157.09 -90.70 Q-190.00 -109.70 -190.00 -71.70 L-190.00 5.88 Q-190.00 43.88 -157.09 62.88 Z'
+            {...lineProps}
+          />
+        </g>
+        <g data-monitor-layer='top-lid' pointerEvents='none'>
+          <path
+            d='M32.91 -200.39 L81.09 -172.58 Q114.00 -153.58 81.09 -134.58 L-43.09 -62.88 Q-76.00 -43.88 -108.91 -62.88 L-157.09 -90.70 Q-190.00 -109.70 -157.09 -128.70 L-32.91 -200.39 Q0.00 -219.39 32.91 -200.39 Z'
+            {...lineProps}
+          />
+        </g>
+      </g>
+    </svg>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/platform-suite/index.ts b/apps/sim/app/(landing)/components/platform-suite/index.ts
new file mode 100644
index 00000000000..262fe216992
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/index.ts
@@ -0,0 +1 @@
+export { PlatformSuite } from './platform-suite'
diff --git a/apps/sim/app/(landing)/components/platform-suite/platform-suite.test.tsx b/apps/sim/app/(landing)/components/platform-suite/platform-suite.test.tsx
new file mode 100644
index 00000000000..e78064b277f
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/platform-suite.test.tsx
@@ -0,0 +1,102 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { type AnchorHTMLAttributes, act, type ReactNode } from 'react'
+import { createRoot } from 'react-dom/client'
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+}))
+
+vi.mock('next/link', () => ({
+  default: ({
+    children,
+    href,
+    ...props
+  }: { children: ReactNode; href: string } & Omit<
+    AnchorHTMLAttributes<HTMLAnchorElement>,
+    'href'
+  >) => (
+    <a href={href} {...props}>
+      {children}
+    </a>
+  ),
+}))
+
+vi.mock('@/app/(landing)/components/placement-frame', () => ({
+  PlacementFrame: ({ className }: { className?: string }) => <div className={className} />,
+}))
+
+vi.mock('@/app/(landing)/components/shared/product-window', () => ({
+  ProductWindow: ({ kind }: { kind: string }) => <div data-preview-kind={kind} />,
+}))
+
+import { PlatformSuite } from '@/app/(landing)/components/platform-suite/platform-suite'
+
+afterEach(() => {
+  document.body.replaceChildren()
+})
+
+describe('PlatformSuite', () => {
+  it('balances the card copy and redistributes card width on hover', () => {
+    ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+    const host = document.createElement('div')
+    document.body.appendChild(host)
+    const root = createRoot(host)
+
+    act(() => {
+      root.render(<PlatformSuite />)
+    })
+
+    expect(host.textContent).toContain('One Platform for every AI Agent')
+    expect(host.textContent).toContain(
+      'Build and deploy agents in one collaborative workspace, with centralized control over access, spend, data, and performance.'
+    )
+    expect(host.textContent).toContain('Build agents')
+    expect(host.textContent).toContain('Govern at scale')
+
+    const buildCard = host.querySelector('[data-platform-card="0"]') as HTMLElement
+    const governCard = host.querySelector('[data-platform-card="1"]') as HTMLElement
+    expect(buildCard.tagName).toBe('DIV')
+    expect(buildCard.querySelector('h3 a')?.getAttribute('href')).toBe('/workflows')
+    expect(buildCard.querySelector('h3 a')?.className).toContain('after:absolute after:inset-0')
+    expect(governCard.querySelector('h3 a')?.getAttribute('href')).toBe('/enterprise')
+    expect(buildCard.querySelector('svg.iso-integrate-illustration')).not.toBeNull()
+    expect(governCard.querySelector('svg.iso-monitor-illustration')).not.toBeNull()
+    const buildMark = buildCard.querySelector('svg') as SVGElement
+    const buildTitle = buildCard.querySelector('h3') as HTMLElement
+    expect(
+      buildMark.compareDocumentPosition(buildTitle) & Node.DOCUMENT_POSITION_FOLLOWING
+    ).toBeTruthy()
+    const governContent = governCard.querySelector('[data-platform-card-content]') as HTMLElement
+    expect(governContent.className).not.toContain('opacity-40')
+
+    expect(buildCard.className).toContain('md:grow')
+    expect(governCard.className).toContain('md:grow')
+
+    act(() => {
+      buildCard.dispatchEvent(new MouseEvent('mouseover', { bubbles: true }))
+    })
+
+    expect(buildCard.className).toContain('md:grow-[1.25]')
+    expect(governCard.className).toContain('md:grow-[0.75]')
+    expect(governContent.className).toContain('opacity-40')
+    expect(
+      (buildCard.querySelector('[data-platform-card-content]') as HTMLElement).className
+    ).not.toContain('opacity-40')
+
+    act(() => {
+      buildCard.dispatchEvent(
+        new MouseEvent('mouseout', { bubbles: true, relatedTarget: document.body })
+      )
+    })
+
+    expect(buildCard.className).toContain('md:grow')
+    expect(governCard.className).toContain('md:grow')
+
+    act(() => {
+      root.unmount()
+    })
+  })
+})
diff --git a/apps/sim/app/(landing)/components/platform-suite/platform-suite.tsx b/apps/sim/app/(landing)/components/platform-suite/platform-suite.tsx
new file mode 100644
index 00000000000..5bae17a9583
--- /dev/null
+++ b/apps/sim/app/(landing)/components/platform-suite/platform-suite.tsx
@@ -0,0 +1,186 @@
+'use client'
+
+import { type ComponentType, useState } from 'react'
+import { cn } from '@sim/emcn'
+import Link from 'next/link'
+import {
+  HOME_INSET,
+  HOME_TYPE,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+} from '@/app/(landing)/components/landing-layout'
+import { PlacementFrame } from '@/app/(landing)/components/placement-frame'
+import {
+  IsoIntegrateIllustration,
+  IsoMonitorIllustration,
+  type IsoTone,
+} from '@/app/(landing)/components/platform-suite/components/iso-marks'
+import type { ProductPreviewKind } from '@/app/(landing)/components/shared/product-preview'
+import { ProductWindow } from '@/app/(landing)/components/shared/product-window'
+
+/**
+ * Enterprise platform section pairing agent creation with centralized
+ * governance. Each card opens with an iso mark above its copy - Integrate on
+ * the build card, Monitor on the govern card, toned to the card's ground -
+ * and carries its own product scene anchored under the copy (Sim's chat
+ * building a workflow on the real stage; the organization's overview with
+ * spend against budget), so the two never meet whatever the card's height. Hovering a card widens it and
+ * fades the other card's content back. The card is a block, not a link: the
+ * title's link stretches over the whole card, so the card stays one click
+ * while the scene inside it - whose chat reply links its workflow - never
+ * nests an anchor in an anchor.
+ *
+ * The pair never inverts. In the dark theme the build card stays the darker
+ * of the two (`--surface-3` under the govern card's `--surface-5`), its copy
+ * takes the page's light inks, and both marks keep light contours.
+ */
+
+/** The marks' size in the cards, a step under the 180px they had on the main branch's overview. */
+const MARK_SIZE = 112
+/**
+ * The marks' drawings sit inside a padded box; this pulls the box left so the
+ * drawing's edge lands on the copy's left edge.
+ */
+const MARK_PLACEMENT = 'pointer-events-none -ml-2'
+/** Hover: the hovered card takes this share of the row's grow, the other card fades. */
+const GROW_HOVERED = 'md:grow-[1.25]'
+const GROW_IDLE = 'md:grow-[0.75]'
+const CONTENT_IDLE = 'opacity-40'
+/**
+ * The window is sized from the ROW (the cards' container), not its card:
+ * 135% of a resting half-width card, so it stays one size while the cards
+ * trade width on hover and always bleeds past its card's right and bottom
+ * edges - an aspect-locked window sized from a narrowing card would shrink
+ * and leave the card's ground showing under it. Stacked below `md`, a card
+ * is the row, so the same 135% applies.
+ */
+const WINDOW_PLACEMENT = 'top-0 left-8 w-[135cqw] max-sm:left-5 md:w-[67.5cqw]'
+
+interface PlatformSuiteCard {
+  href: string
+  headingId: string
+  name: string
+  description: string
+  tone: 'mid' | 'dark'
+  preview: ProductPreviewKind
+  /** Decorative iso mark above the copy. */
+  Mark: ComponentType<{ size?: number; tone?: IsoTone; className?: string }>
+}
+
+const CARDS: readonly PlatformSuiteCard[] = [
+  {
+    href: '/workflows',
+    headingId: 'platform-build',
+    name: 'Build agents',
+    description: 'Create and deploy agents through chat, a visual canvas, or code.',
+    tone: 'dark',
+    preview: 'agents',
+    Mark: IsoIntegrateIllustration,
+  },
+  {
+    href: '/enterprise',
+    headingId: 'platform-govern',
+    name: 'Govern at scale',
+    description: 'Control access, models, spend, and performance from one place.',
+    tone: 'mid',
+    preview: 'governance',
+    Mark: IsoMonitorIllustration,
+  },
+] as const
+
+export function PlatformSuite() {
+  const [hoveredCard, setHoveredCard] = useState<number | null>(null)
+
+  return (
+    <section
+      id='platform'
+      aria-labelledby='platform-heading'
+      className={cn('flex flex-col', LANDING_CONTENT_WIDTH, LANDING_GUTTER)}
+    >
+      <div className={cn(HOME_INSET, 'flex flex-col gap-20 max-sm:gap-10 max-lg:gap-14')}>
+        <div className='flex flex-col items-center gap-8 text-center max-sm:gap-5'>
+          <h2
+            id='platform-heading'
+            className={cn('text-balance text-[var(--text-primary)]', HOME_TYPE.h2Display)}
+          >
+            One Platform for every AI Agent
+          </h2>
+          <p className={cn('max-w-[48rem] text-balance text-[var(--text-body)]', HOME_TYPE.body)}>
+            Build and deploy agents in one collaborative workspace, with centralized control over
+            access, spend, data, and performance.
+          </p>
+        </div>
+
+        <div className='flex flex-col gap-4 overflow-hidden [container-type:inline-size] md:flex-row lg:aspect-[2/1]'>
+          {CARDS.map((card, index) => {
+            const dark = card.tone === 'dark'
+            const idle = hoveredCard !== null && hoveredCard !== index
+            return (
+              <div
+                key={card.name}
+                data-platform-card={index}
+                data-iso-hover=''
+                onMouseEnter={() => setHoveredCard(index)}
+                onMouseLeave={() => setHoveredCard(null)}
+                onFocus={() => setHoveredCard(index)}
+                onBlur={() => setHoveredCard(null)}
+                className={cn(
+                  'relative flex min-h-[420px] flex-col overflow-hidden rounded-[12px] motion-reduce:transition-none max-sm:min-h-[360px] md:basis-0 md:transition-[flex-grow] lg:min-h-0 md:[transition-duration:280ms] md:[transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
+                  hoveredCard === null && 'md:grow',
+                  hoveredCard === index && GROW_HOVERED,
+                  idle && GROW_IDLE
+                )}
+              >
+                <PlacementFrame tone={card.tone} className='absolute inset-0' />
+                <div
+                  data-platform-card-content=''
+                  className={cn(
+                    'relative flex flex-1 flex-col transition-opacity duration-[280ms] ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
+                    idle && CONTENT_IDLE
+                  )}
+                >
+                  <div className='flex max-w-[20rem] flex-col gap-3 px-8 pt-8'>
+                    <card.Mark
+                      size={MARK_SIZE}
+                      tone={dark ? 'dark' : 'light'}
+                      className={MARK_PLACEMENT}
+                    />
+                    <h3
+                      id={card.headingId}
+                      className={cn(
+                        HOME_TYPE.h3,
+                        dark
+                          ? 'text-[var(--text-inverse)] dark:text-[var(--text-primary)]'
+                          : 'text-[var(--text-primary)]'
+                      )}
+                    >
+                      <Link
+                        href={card.href}
+                        className='outline-none after:absolute after:inset-0 after:z-10 after:rounded-[12px] after:content-[""] focus-visible:after:outline focus-visible:after:outline-2 focus-visible:after:outline-[var(--text-secondary)] focus-visible:after:outline-offset-[-2px]'
+                      >
+                        {card.name}
+                      </Link>
+                    </h3>
+                    <p
+                      className={cn(
+                        HOME_TYPE.body,
+                        dark
+                          ? 'text-[var(--surface-6)] dark:text-[var(--text-body)]'
+                          : 'text-[var(--text-body)]'
+                      )}
+                    >
+                      {card.description}
+                    </p>
+                  </div>
+                  <div className='relative mt-8 flex-1'>
+                    <ProductWindow kind={card.preview} className={WINDOW_PLACEMENT} />
+                  </div>
+                </div>
+              </div>
+            )
+          })}
+        </div>
+      </div>
+    </section>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/product-demo/components/composer-loop/composer-loop.test.tsx b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/composer-loop.test.tsx
new file mode 100644
index 00000000000..fca3d17c585
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/composer-loop.test.tsx
@@ -0,0 +1,123 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, type ReactNode } from 'react'
+import { usePrefersReducedMotion } from '@sim/emcn/hooks/use-prefers-reduced-motion'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | undefined>) => values.filter(Boolean).join(' '),
+  usePrefersReducedMotion,
+}))
+vi.mock('@sim/emcn/icons', () => ({ Blimp: () => null, Table: () => null }))
+vi.mock('@/components/ui', () => ({ ThinkingLoader: () => null }))
+vi.mock('framer-motion', () => ({
+  AnimatePresence: ({ children }: { children: ReactNode }) => children,
+  MotionConfig: ({ children }: { children: ReactNode }) => children,
+  motion: {
+    div: ({ children }: { children: ReactNode }) => <div>{children}</div>,
+    span: ({ children }: { children: ReactNode }) => <span>{children}</span>,
+  },
+}))
+vi.mock(
+  '@/app/(landing)/components/hero/components/hero-platform-loop/production-workflow-stage',
+  () => ({
+    ProductionWorkflowStage: ({ builtCount }: { builtCount: number }) => (
+      <div data-workflow-blocks={builtCount} />
+    ),
+  })
+)
+vi.mock('@/app/(landing)/components/product-demo/components/composer-loop/demo-composer', () => ({
+  DemoComposer: ({ prompt }: { prompt: string }) => <div data-composer>{prompt}</div>,
+}))
+
+import { ComposerLoop } from '@/app/(landing)/components/product-demo/components/composer-loop/composer-loop'
+import { DEMO_BLOCKS } from '@/app/(landing)/components/product-demo/components/composer-loop/demo-workflow-data'
+
+let root: Root
+let host: HTMLDivElement
+let reducedMotion: boolean
+let motionListeners: Set<() => void>
+
+beforeEach(() => {
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  vi.useFakeTimers({ toFake: ['setTimeout', 'clearTimeout'] })
+  reducedMotion = false
+  motionListeners = new Set()
+  vi.stubGlobal('matchMedia', () => ({
+    get matches() {
+      return reducedMotion
+    },
+    addEventListener: (_event: string, callback: () => void) => motionListeners.add(callback),
+    removeEventListener: (_event: string, callback: () => void) => motionListeners.delete(callback),
+  }))
+  vi.stubGlobal('IntersectionObserver', undefined)
+  vi.stubGlobal('ResizeObserver', undefined)
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.useRealTimers()
+  vi.unstubAllGlobals()
+})
+
+function setReducedMotion(value: boolean) {
+  act(() => {
+    reducedMotion = value
+    motionListeners.forEach((listener) => listener())
+  })
+}
+
+describe('ComposerLoop motion preference', () => {
+  it('shows the completed workflow without starting decorative timers when motion is reduced', () => {
+    reducedMotion = true
+    const onBeat = vi.fn()
+    act(() => root.render(<ComposerLoop onBeat={onBeat} />))
+
+    expect(host.querySelector('[data-workflow-blocks]')?.getAttribute('data-workflow-blocks')).toBe(
+      String(DEMO_BLOCKS.length)
+    )
+    expect(host.querySelector('[data-composer]')).toBeNull()
+    expect(onBeat).toHaveBeenLastCalledWith('build')
+    expect(vi.getTimerCount()).toBe(0)
+
+    act(() => vi.advanceTimersByTime(60_000))
+    expect(host.querySelector('[data-composer]')).toBeNull()
+    expect(vi.getTimerCount()).toBe(0)
+  })
+
+  it('cancels an active pass immediately when reduced motion is enabled', () => {
+    const onBeat = vi.fn()
+    act(() => root.render(<ComposerLoop onBeat={onBeat} />))
+    act(() => vi.advanceTimersByTime(1_100))
+    expect(host.querySelector('[data-composer]')?.textContent).not.toBe('')
+    expect(vi.getTimerCount()).toBeGreaterThan(0)
+
+    setReducedMotion(true)
+    expect(host.querySelector('[data-composer]')).toBeNull()
+    expect(host.querySelector('[data-workflow-blocks]')?.getAttribute('data-workflow-blocks')).toBe(
+      String(DEMO_BLOCKS.length)
+    )
+    expect(vi.getTimerCount()).toBe(0)
+    act(() => vi.advanceTimersByTime(60_000))
+    expect(onBeat).toHaveBeenLastCalledWith('build')
+  })
+
+  it('starts a fresh pass when motion is enabled again and unsubscribes on unmount', () => {
+    reducedMotion = true
+    act(() => root.render(<ComposerLoop />))
+    setReducedMotion(false)
+    expect(host.querySelector('[data-composer]')?.textContent).toBe('')
+    act(() => vi.advanceTimersByTime(1_100))
+    expect(host.querySelector('[data-composer]')?.textContent).not.toBe('')
+
+    act(() => root.unmount())
+    expect(vi.getTimerCount()).toBe(0)
+    expect(motionListeners.size).toBe(0)
+  })
+})
diff --git a/apps/sim/app/(landing)/components/product-demo/components/composer-loop/composer-loop.tsx b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/composer-loop.tsx
new file mode 100644
index 00000000000..9f0235b688a
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/composer-loop.tsx
@@ -0,0 +1,833 @@
+'use client'
+
+import { useEffect, useId, useRef, useState } from 'react'
+import { cn, usePrefersReducedMotion } from '@sim/emcn'
+import { Blimp } from '@sim/emcn/icons'
+import { AnimatePresence, MotionConfig, motion } from 'framer-motion'
+import { ThinkingLoader } from '@/components/ui'
+import {
+  ProductionWorkflowStage,
+  type ScriptedWorkflowState,
+} from '@/app/(landing)/components/hero/components/hero-platform-loop/production-workflow-stage'
+import { DemoComposer } from '@/app/(landing)/components/product-demo/components/composer-loop/demo-composer'
+import {
+  DEMO_BLOCKS,
+  DEMO_CANVAS,
+  DEMO_EDGES,
+} from '@/app/(landing)/components/product-demo/components/composer-loop/demo-workflow-data'
+import type { DemoBeatId } from '@/app/(landing)/components/product-demo/components/product-demo-caption'
+
+/**
+ * The composer loop from the design studio's "Mothership input" iteration,
+ * ported for the homepage stage, light theme.
+ *
+ * The interaction: after a beat, a prompt types itself into the composer and
+ * sends, and a chat box rises out of the composer:
+ * born narrow and tucked behind the composer's top edge, it lifts clear and
+ * flares to full width on critically damped springs, wearing the product's
+ * chrome (hairline, radius, white fill). For the first beat that chrome is
+ * liquid: a goo filter fuses the box with the composer's body and draws the
+ * box - white fill, hairline rim, and the meniscus where it pours out of the
+ * composer - so its edges go gooey and settle crisp. The composer keeps its
+ * own chrome throughout, and the box's CSS chrome takes over only once the
+ * blur is gone, when the two are identical, so the handover is never seen.
+ * Sim thinks with the goo cycle loader, streams a reply beside it, hands off to the Blimp, and holds. Then the chat
+ * hands over to the product: the composer group fades away, and only once it
+ * is gone the real workflow canvas fades in on its Start block at full size, and the workflow
+ * the prompt described builds out node by node - each card landing already
+ * selected, ring and action-menu swell on the newest one, the camera easing
+ * out to keep the growing graph in view - then the whole graph holds before
+ * the stage resets to the resting composer for the next pass.
+ *
+ * The composer group is stage-centred: as the chat box opens the composer
+ * pushes down and the combined UI stays centred to the frame. Each pass is a
+ * fresh mount, so its springs and keyframes always start from rest, and passes
+ * only run while the stage is in view. Frames narrower than 1024px skip the
+ * workflow act - seven cards cannot fit legibly - and loop the chat alone.
+ */
+
+/** The composer's design width; the stage scales the whole group from here. */
+const WIDTH = 560
+/**
+ * On wide frames the composer spans this share of the frame's width by scaling
+ * the whole design, so type, radii, and motion all grow together - large
+ * enough to read as the section's subject, well short of filling the stage.
+ */
+const STAGE_FILL = 0.36
+const MAX_SCALE = 1.15
+const MIN_SCALE = 0.8
+/**
+ * The open group's design height (chat box, gap, composer) plus breathing
+ * room. The scale also fits this into the frame's height - less any clearance
+ * the frame owes to copy overlaid on it - so a short viewport never clips the
+ * open chat or runs it into the heading.
+ */
+const GROUP_FIT_HEIGHT = 360
+/** Below this frame width the design is not scaled; the composer shrinks to fit instead. */
+const NARROW_FRAME = 640
+/** Below this frame width the workflow act is skipped: seven cards cannot fit legibly. */
+const WORKFLOW_MIN_FRAME = 1024
+/** Breathing room the composer keeps from the frame's sides on narrow frames. */
+const FRAME_INSET = 32
+const MIN_WIDTH = 260
+/** The product composer's radius (`rounded-2xl`), shared by the chat bloc that emerges from it. */
+const BOX_RADIUS = 16
+/** The sent prompt's bubble, on the platform's standard radius. */
+const BUBBLE_RADIUS = 16
+/** The hairline both surfaces carry; the chat box's height compensates for it. */
+const HAIRLINE_PX = 1
+/** Resting gap between the chat box and the composer. */
+const GAP = 10
+/** How far the chat box starts tucked behind the composer's top edge. */
+const BIRTH_Y = 20
+/**
+ * How much narrower than the composer the chat box is born - well inside the
+ * composer's footprint, so it reads as squeezed out of the composer rather
+ * than dropped onto it. It flares to full width only after lifting clear.
+ */
+const BIRTH_INSET = 108
+/**
+ * The opening window: the box's lift and flare springs have settled enough by
+ * here that later content growth (the thinking row, the wrapping reply) rides
+ * the quick grow spring instead.
+ */
+const OPEN_MS = 850
+/**
+ * The goo: the blur that fuses the two blocs' silhouettes while the box is
+ * born. It rises as the box's lip emerges, holds through the narrow touch
+ * window, then clears as the box flares wide and lifts clear - by which point
+ * the springs have carried the box past the blur's reach, so the neck thins
+ * and snaps. It runs over the opening window.
+ */
+const GOO_MS = OPEN_MS
+const GOO_MAX = 16
+const openGooAt = (t: number) => {
+  if (t < 0.16) return GOO_MAX * (t / 0.16) ** 2
+  if (t < 0.36) return GOO_MAX
+  if (t < 0.58) return GOO_MAX * (1 - (t - 0.36) / 0.22) ** 2
+  return 0
+}
+/**
+ * The alpha threshold that turns the blur back into a silhouette. Steep, so
+ * edges stay crisp (the studio's gentle slope was the feather), but sitting
+ * at 42% coverage like the studio's, so the bodies swell a hair under the
+ * blur and merge generously - that swell and the early merge are what read
+ * as liquid.
+ */
+const GOO_THRESHOLD = '1 0 0 0 0  0 1 0 0 0  0 0 1 0 0  0 0 0 60 -25'
+/**
+ * How far the composer's goo body is inset from the real composer. Under the
+ * blur a thresholded silhouette swells by a few px per side; keeping the body
+ * this much inside means the swell lands under the crisp composer painted
+ * over it, so no white lip escapes any edge - only the top, where the box
+ * pours in, is reached by the neck.
+ */
+const GHOST_INSET = { x: 24, y: 6 } as const
+/**
+ * The composer's top hairline would cut across the neck, so for as long as
+ * the goo is live a white bar the box's width (plus the fillets' reach, which
+ * grows with the blur) covers it, fading with the blur so it is gone the
+ * moment the neck is.
+ */
+const FILLET_REACH = 1.1
+const BAR_FADE_SIGMA = 6
+/** The meniscus outline: one device pixel, like the surfaces' hairline. */
+const hairlineRadius = () =>
+  typeof window === 'undefined' ? 0.5 : Math.max(0.5, 1 / (window.devicePixelRatio || 1))
+/** Cycle-loader glyph size in the chat (thinking + reply rows, and the Blimp). */
+const LOADER_SIZE = 26
+/** The answer row reserves one glyph line so the box holds steady while thinking. */
+const ROW_MIN = LOADER_SIZE
+/** Resting height of the one-line composer before it is measured. */
+const COMPOSER_BASE_HEIGHT = 78
+/** The reply text size, expressed for the loader's phase label. */
+const THINKING_LABEL_RATIO = 15 / LOADER_SIZE
+
+/**
+ * Every geometry property rides a critically damped spring - bounce 0 - so
+ * the box eases in and settles like a viscous blob instead of overshooting.
+ */
+const OPEN_SPRING = { type: 'spring', duration: 0.9, bounce: 0 } as const
+/** Height spring for content growth after the box has opened (a wrapping reply). */
+const GROW_SPRING = { type: 'spring', duration: 0.35, bounce: 0 } as const
+const MORPH_SPRING = { type: 'spring', duration: 0.3, bounce: 0 } as const
+/**
+ * Width shapes the emergence: opening holds the narrow birth width while the
+ * box is still tucked, then flares quickly once it lifts clear.
+ */
+const WIDTH_OPEN = { type: 'spring', duration: 0.42, bounce: 0, delay: 0.26 } as const
+const EASE_OUT_STRONG = [0.23, 1, 0.32, 1] as const
+const EASE_ENTRANCE = [0.25, 0.46, 0.45, 0.94] as const
+const EASE_EXIT = [0.45, 0, 0.55, 1] as const
+
+/** The product composer's resting `shadow-xs`; it drops once the conversation opens. */
+const SHELL_SHADOW = '0 1px 2px 0 rgba(0,0,0,0.05)'
+
+/**
+ * The chat surface - the box, the seam bar, the goo bodies, and the goo
+ * filter's flood all read this one property, so the liquid opening beat fuses
+ * bodies of exactly the surface's colour. White on the light ground, the
+ * product's elevated dark surface (the same one the composer takes) on the
+ * dark ground. It is set on both the scene root and the filter's `<svg>`,
+ * which are siblings, so the flood inherits it too.
+ */
+const CHAT_SURFACE_VARS = '[--chat-surface:var(--white)] dark:[--chat-surface:var(--surface-4)]'
+const EMPTY_SHELL_SHADOW = '0 1px 2px 0 rgba(0,0,0,0)'
+
+const TYPED =
+  'Triage new Zendesk tickets: pull the runbook, classify severity, page on-call for P1s, and draft replies for approval.'
+const REPLY =
+  'On it — I’ll search your runbooks for each new ticket, classify its severity, page on-call and open a Jira incident for P1s, and route every other reply through approval before it posts back to Zendesk.'
+const REPLY_WORDS = REPLY.split(' ')
+
+/** Timeline beats (ms). */
+const T = {
+  typeStep: 34,
+  /** Let the cycle loader + status phrase breathe before the answer types. */
+  streamDelay: 1400,
+  streamStep: 95,
+} as const
+/** Send → reply: how long Sim thinks. */
+const THINK_MS = 2200
+/**
+ * How long after send the thinking loader appears - just past the box's
+ * open-spring settle, so it never mounts under a still-growing (clipping) box
+ * and starts its shape cycle from the top once visible.
+ */
+const THINK_APPEAR = 900
+/** The composer rests for a beat before the prompt starts typing. */
+const TYPE_START_MS = 900
+const SEND_AT = TYPE_START_MS + TYPED.length * T.typeStep + 340
+const RESPOND_AT = SEND_AT + THINK_MS
+const STREAM_DONE_AT = RESPOND_AT + T.streamDelay + REPLY_WORDS.length * T.streamStep
+/** Hold on the finished reply before the chat hands over to the workflow. */
+const HANDOFF_AT = STREAM_DONE_AT + 1450
+
+/**
+ * The workflow act, in ms from its start: the canvas fades in, cards land one
+ * by one, each landing selected, then the whole graph holds.
+ */
+const WORKFLOW_FADE_MS = 500
+/**
+ * The composer group's fade-out. The workflow canvas mounts only after it, so
+ * the two never share a frame - no canvas flashing in behind a still-visible
+ * composer.
+ */
+const COMPOSER_FADE_MS = 500
+const BUILD_START_MS = 600
+const BUILD_STEP_MS = 640
+/**
+ * Cards on the canvas before Sim builds anything: the Start block every new
+ * workflow opens with, which is why it leads `DEMO_BLOCKS`.
+ */
+const PREBUILT_COUNT = 1
+/** The last card stays selected for a beat before the selection clears. */
+const BUILD_SETTLE_MS = 900
+/** The finished graph holds in view before the stage resets. */
+const BUILD_HOLD_MS = 2_000
+
+type DemoPhase = 'chat' | 'handoff' | 'workflow' | 'reset'
+
+interface DemoScript extends ScriptedWorkflowState {
+  builtCount: number
+}
+
+const IDLE_SCRIPT: DemoScript = {
+  builtCount: 0,
+  selectedId: null,
+  isWorkflowRunning: false,
+  runningId: null,
+  completedIds: new Set(),
+}
+
+const FINISHED_SCRIPT: DemoScript = { ...IDLE_SCRIPT, builtCount: DEMO_BLOCKS.length }
+
+interface ComposerPassProps {
+  /** The composer's design width for this frame. */
+  width: number
+  /** Uniform scale the stage applies to the whole group. */
+  scale: number
+  /** Called the instant the prompt is sent, when Sim starts to think. */
+  onSend: () => void
+  /** Called once the reply has finished and held, so the parent can hand over to the workflow. */
+  onReplyHold: () => void
+}
+
+/** The chat act. Mounted fresh per pass so every spring starts at rest. */
+function ComposerPass({ width, scale, onSend, onReplyHold }: ComposerPassProps) {
+  const birthWidth = Math.max(160, width - BIRTH_INSET)
+  const gooFilterId = `${useId().replace(/[^a-zA-Z0-9-]/g, '')}-goo`
+  const blurRef = useRef<SVGFEGaussianBlurElement>(null)
+  const [ringRadius] = useState(hairlineRadius)
+  const barRef = useRef<HTMLDivElement>(null)
+
+  const [prompt, setPrompt] = useState('')
+  const [isSending, setIsSending] = useState(false)
+  const [messages, setMessages] = useState<string[]>([])
+  const [thinking, setThinking] = useState(false)
+  const [replying, setReplying] = useState(false)
+  const [replyDone, setReplyDone] = useState(false)
+  const [streamed, setStreamed] = useState('')
+  const [opening, setOpening] = useState(false)
+  const [gooLive, setGooLive] = useState(false)
+  /**
+   * The timeline runs exactly once per pass. The parent recreates its callback
+   * on every render (build steps, layout fits), so it is read through a ref:
+   * a dependency on it would restart the whole timeline mid-flight - retyping
+   * the prompt and re-firing the send against an already-open box.
+   */
+  const onSendRef = useRef(onSend)
+  const onReplyHoldRef = useRef(onReplyHold)
+  useEffect(() => {
+    onSendRef.current = onSend
+    onReplyHoldRef.current = onReplyHold
+  }, [onSend, onReplyHold])
+  const [composerH, setComposerH] = useState(COMPOSER_BASE_HEIGHT)
+  const [chatH, setChatH] = useState(0)
+  const composerWrapRef = useRef<HTMLDivElement>(null)
+  const chatContentRef = useRef<HTMLDivElement>(null)
+
+  const expanded = messages.length > 0
+
+  useEffect(() => {
+    const el = composerWrapRef.current?.firstElementChild as HTMLElement | null
+    if (!el) return
+    const measure = () => setComposerH(el.offsetHeight)
+    measure()
+    if (typeof ResizeObserver === 'undefined') return
+    const observer = new ResizeObserver(measure)
+    observer.observe(el)
+    return () => observer.disconnect()
+  }, [])
+
+  useEffect(() => {
+    const el = chatContentRef.current
+    if (!el) return
+    const measure = () => setChatH(el.offsetHeight)
+    measure()
+    if (typeof ResizeObserver === 'undefined') return
+    const observer = new ResizeObserver(measure)
+    observer.observe(el)
+    return () => observer.disconnect()
+  }, [])
+
+  useEffect(() => {
+    if (!opening) return
+    const timer = setTimeout(() => setOpening(false), OPEN_MS)
+    return () => clearTimeout(timer)
+  }, [opening])
+
+  useEffect(() => {
+    if (!opening) return
+    const blur = blurRef.current
+    if (!blur) return
+    setGooLive(true)
+    const start = performance.now()
+    let frame = requestAnimationFrame(function tick(now) {
+      const t = Math.min((now - start) / GOO_MS, 1)
+      const goo = openGooAt(t)
+      blur.setAttribute('stdDeviation', String(goo))
+      const bar = barRef.current
+      if (bar) {
+        bar.style.setProperty('--fillet', `${FILLET_REACH * goo}px`)
+        bar.style.opacity = String(Math.min(1, goo / BAR_FADE_SIGMA))
+      }
+      if (goo === 0 && t > 0.5) {
+        setGooLive(false)
+        return
+      }
+      frame = requestAnimationFrame(tick)
+    })
+    return () => {
+      cancelAnimationFrame(frame)
+      blur.setAttribute('stdDeviation', '0')
+      setGooLive(false)
+    }
+  }, [opening])
+
+  useEffect(() => {
+    const timers: ReturnType<typeof setTimeout>[] = []
+    const at = (ms: number, fn: () => void) => timers.push(setTimeout(fn, ms))
+
+    for (let i = 0; i < TYPED.length; i++) {
+      at(TYPE_START_MS + i * T.typeStep, () => setPrompt(TYPED.slice(0, i + 1)))
+    }
+    at(SEND_AT, () => {
+      setPrompt('')
+      setMessages([TYPED])
+      setIsSending(true)
+      setOpening(true)
+      onSendRef.current()
+    })
+    at(SEND_AT + THINK_APPEAR, () => setThinking(true))
+    const streamStart = RESPOND_AT + T.streamDelay
+    at(streamStart, () => {
+      setThinking(false)
+      setReplying(true)
+    })
+    for (let i = 1; i <= REPLY_WORDS.length; i++) {
+      at(streamStart + (i - 1) * T.streamStep, () => setStreamed(REPLY_WORDS.slice(0, i).join(' ')))
+    }
+    at(STREAM_DONE_AT, () => {
+      setReplyDone(true)
+      setIsSending(false)
+    })
+    at(HANDOFF_AT, () => onReplyHoldRef.current())
+
+    return () => {
+      for (const timer of timers) clearTimeout(timer)
+    }
+  }, [])
+
+  return (
+    <MotionConfig reducedMotion='user'>
+      <svg width='0' height='0' aria-hidden='true' className={cn('absolute', CHAT_SURFACE_VARS)}>
+        <defs>
+          {/* The studio's goo, crisp: blur the bodies, threshold them back
+              into one swollen silhouette, then fill it in the surfaces' own
+              colour and rim it with their hairline at one device pixel. */}
+          <filter
+            id={gooFilterId}
+            colorInterpolationFilters='sRGB'
+            x='-10%'
+            y='-10%'
+            width='120%'
+            height='120%'
+          >
+            <feGaussianBlur ref={blurRef} in='SourceGraphic' stdDeviation='0' result='blur' />
+            <feColorMatrix in='blur' type='matrix' values={GOO_THRESHOLD} result='body' />
+            <feMorphology in='body' operator='erode' radius={ringRadius} result='inner' />
+            <feComposite in='body' in2='inner' operator='out' result='rim' />
+            <feFlood style={{ floodColor: 'var(--chat-surface)' }} result='white' />
+            <feComposite in='white' in2='body' operator='in' result='fill' />
+            <feFlood style={{ floodColor: 'var(--border)' }} result='ink' />
+            <feComposite in='ink' in2='rim' operator='in' result='outline' />
+            <feMerge>
+              <feMergeNode in='fill' />
+              <feMergeNode in='outline' />
+            </feMerge>
+          </filter>
+        </defs>
+      </svg>
+      <div
+        className={cn('relative', CHAT_SURFACE_VARS)}
+        style={{ width, transform: `scale(${scale})`, transformOrigin: 'center' }}
+      >
+        <div className='relative isolate w-full'>
+          {/* CHAT BOX - born tucked behind the composer's top edge, it rises
+              clear. For the opening beat its chrome is the goo body beneath
+              it (see GOO) and its own is transparent; the two coincide exactly
+              whenever the blur is zero, which is the only time they swap, so
+              the swap is never seen. */}
+          <motion.div
+            initial={false}
+            className='relative z-20'
+            animate={{
+              y: expanded ? 0 : BIRTH_Y,
+              marginBottom: expanded ? GAP : 0,
+              opacity: messages.length > 0 ? 1 : 0,
+            }}
+            transition={{
+              y: OPEN_SPRING,
+              marginBottom: OPEN_SPRING,
+              opacity: { duration: 0.2, ease: EASE_OUT_STRONG },
+            }}
+          >
+            <motion.div
+              initial={false}
+              animate={{
+                width: expanded ? width : birthWidth,
+                height: expanded ? chatH + 2 * HAIRLINE_PX : 0,
+              }}
+              transition={{
+                width: WIDTH_OPEN,
+                height: opening ? OPEN_SPRING : GROW_SPRING,
+              }}
+              className={cn(
+                'mx-auto flex flex-col overflow-hidden border',
+                gooLive
+                  ? 'border-transparent bg-transparent'
+                  : 'border-[var(--border)] bg-[var(--chat-surface)]'
+              )}
+              style={{ borderRadius: BOX_RADIUS }}
+            >
+              <div
+                ref={chatContentRef}
+                className='box-border flex flex-col gap-4 p-4'
+                style={{ width }}
+              >
+                {messages.map((text) => (
+                  <div key={text} className='flex justify-end'>
+                    <motion.div
+                      initial={{ opacity: 0, y: 10, filter: 'blur(3px)' }}
+                      animate={{ opacity: 1, y: 0, filter: 'blur(0px)' }}
+                      transition={{ duration: 0.4, delay: 0.15, ease: EASE_OUT_STRONG }}
+                      className='max-w-[70%] overflow-hidden bg-[var(--surface-5)] px-3.5 py-2 text-[15px] text-[var(--text-primary)] leading-[22px]'
+                      style={{ borderRadius: BUBBLE_RADIUS }}
+                    >
+                      {text}
+                    </motion.div>
+                  </div>
+                ))}
+                <div style={{ minHeight: ROW_MIN }}>
+                  <AnimatePresence initial={false}>
+                    {(thinking || replying) && (
+                      <motion.div
+                        key='answer'
+                        initial={{ opacity: 0, y: 6 }}
+                        animate={{ opacity: 1, y: 0 }}
+                        exit={{ opacity: 0, transition: { duration: 0.25, ease: EASE_OUT_STRONG } }}
+                        transition={{ duration: 0.3, ease: EASE_OUT_STRONG }}
+                        className='relative z-[2] flex min-h-[24px] items-start gap-2.5'
+                      >
+                        {/* ONE persistent cycle loader from thinking through the
+                            reply; it hands off to the Blimp once the answer completes. */}
+                        <span
+                          className='relative shrink-0'
+                          style={{ width: LOADER_SIZE, height: LOADER_SIZE }}
+                        >
+                          <AnimatePresence mode='popLayout' initial={false}>
+                            {replyDone ? (
+                              <motion.span
+                                key='blimp'
+                                initial={{ opacity: 0, scale: 0.25, filter: 'blur(4px)' }}
+                                animate={{ opacity: 1, scale: 1, filter: 'blur(0px)' }}
+                                transition={MORPH_SPRING}
+                                className='absolute inset-0 grid place-items-center'
+                              >
+                                <Blimp
+                                  className='text-[var(--text-icon)]'
+                                  style={{ width: LOADER_SIZE, height: LOADER_SIZE }}
+                                />
+                              </motion.span>
+                            ) : (
+                              <motion.span
+                                key='goo'
+                                exit={{ opacity: 0, filter: 'blur(3px)' }}
+                                transition={{ duration: 0.3, ease: EASE_OUT_STRONG }}
+                                className='absolute inset-0'
+                              >
+                                <ThinkingLoader size={LOADER_SIZE} startVariant='corners' />
+                              </motion.span>
+                            )}
+                          </AnimatePresence>
+                        </span>
+                        <span className='relative z-[2] block min-h-[24px] min-w-0 flex-1 text-[15px] leading-[24px]'>
+                          {streamed.length > 0 ? (
+                            <span className='block text-[var(--text-primary)]'>{streamed}</span>
+                          ) : (
+                            <ThinkingLoader
+                              size={LOADER_SIZE}
+                              startVariant='corners'
+                              phase
+                              labelRatio={THINKING_LABEL_RATIO}
+                              className='h-[24px] [&>svg]:hidden [&_*]:leading-[24px]'
+                            />
+                          )}
+                        </span>
+                      </motion.div>
+                    )}
+                  </AnimatePresence>
+                </div>
+              </div>
+            </motion.div>
+          </motion.div>
+
+          {/* COMPOSER - the product's own chrome, unchanged through the
+              emergence; its resting shadow-xs fades once the conversation
+              opens, as in the product. */}
+          <div className='relative'>
+            <motion.div
+              ref={composerWrapRef}
+              initial={false}
+              animate={{
+                height: composerH,
+                boxShadow: expanded ? EMPTY_SHELL_SHADOW : SHELL_SHADOW,
+              }}
+              transition={{
+                height: GROW_SPRING,
+                boxShadow: {
+                  duration: opening ? 0.3 : 0.7,
+                  ease: opening ? EASE_EXIT : EASE_ENTRANCE,
+                },
+              }}
+              className='relative z-30 overflow-hidden rounded-2xl [&>div]:shadow-none'
+            >
+              <DemoComposer prompt={prompt} isSending={isSending} isInitialView={!expanded} />
+              {opening && (
+                <motion.div
+                  aria-hidden='true'
+                  initial={{ width: birthWidth, x: '-50%' }}
+                  animate={{ width: expanded ? width : birthWidth, x: '-50%' }}
+                  transition={{ width: WIDTH_OPEN }}
+                  className='pointer-events-none absolute top-0 left-1/2 z-10 h-px'
+                >
+                  <div
+                    ref={barRef}
+                    className='absolute inset-y-0 bg-[var(--chat-surface)] opacity-0'
+                    style={{
+                      left: 'calc(-1 * var(--fillet, 0px))',
+                      right: 'calc(-1 * var(--fillet, 0px))',
+                    }}
+                  />
+                </motion.div>
+              )}
+            </motion.div>
+          </div>
+
+          {/* GOO - the studio's arrangement: beneath the content, this layer
+              IS the chat box's body for the opening beat. It holds a copy of
+              the box on the same springs (tuck included) and the composer's
+              body inset from the real one, both in the chat surface; the filter
+              fuses them into one swollen silhouette with a hairline rim, so
+              the box's edges go liquid and it pours out of the composer with
+              a neck that thins and snaps as it lifts clear. The column is
+              anchored to the top, like the real one, so the copies track the
+              visible surfaces while the composer wrap's height springs. */}
+          {opening && (
+            <div
+              className='pointer-events-none absolute inset-0 z-10 flex flex-col items-center justify-start'
+              style={{ filter: `url(#${gooFilterId})` }}
+            >
+              <motion.div
+                initial={{ width: birthWidth, height: 0, y: BIRTH_Y, marginBottom: 0 }}
+                animate={{
+                  width: expanded ? width : birthWidth,
+                  height: expanded ? chatH + 2 * HAIRLINE_PX : 0,
+                  y: expanded ? 0 : BIRTH_Y,
+                  marginBottom: expanded ? GAP : 0,
+                }}
+                transition={{
+                  height: OPEN_SPRING,
+                  y: OPEN_SPRING,
+                  marginBottom: OPEN_SPRING,
+                  width: WIDTH_OPEN,
+                }}
+                className='bg-[var(--chat-surface)]'
+                style={{ borderRadius: BOX_RADIUS }}
+              />
+              <div
+                className='bg-[var(--chat-surface)]'
+                style={{
+                  width: width - 2 * GHOST_INSET.x,
+                  height: composerH - 2 * GHOST_INSET.y,
+                  marginTop: GHOST_INSET.y,
+                  borderRadius: BOX_RADIUS,
+                }}
+              />
+            </div>
+          )}
+        </div>
+      </div>
+    </MotionConfig>
+  )
+}
+
+interface ComposerLoopProps {
+  /**
+   * Px at the top of the frame that copy overlays, mirrored at the bottom so
+   * the group stays centred: the height fit subtracts both.
+   */
+  clearance?: number
+  /**
+   * Reports the act the scene is in - the prompt being described, Sim
+   * planning its reply, the workflow being built - so the section's caption
+   * can follow it.
+   */
+  onBeat?: (beat: DemoBeatId) => void
+}
+
+/**
+ * The stage: fills the product-demo frame, centres the composer group, sizes
+ * it to the frame, and runs the two acts - chat, then the workflow building,
+ * each card landing selected - in a loop while the frame is in
+ * view. Decorative and `aria-hidden`; nothing here is interactive.
+ */
+export function ComposerLoop({ clearance = 0, onBeat }: ComposerLoopProps) {
+  const reducedMotion = usePrefersReducedMotion()
+
+  useEffect(() => {
+    if (reducedMotion) onBeat?.('build')
+  }, [reducedMotion, onBeat])
+
+  if (reducedMotion) {
+    return (
+      <div
+        aria-hidden='true'
+        inert
+        className='pointer-events-none absolute inset-0 overflow-hidden'
+      >
+        <ProductionWorkflowStage
+          builtCount={FINISHED_SCRIPT.builtCount}
+          blocks={DEMO_BLOCKS}
+          edges={DEMO_EDGES}
+          canvas={DEMO_CANVAS}
+          scripted={FINISHED_SCRIPT}
+          viewportInset={{ top: clearance, bottom: clearance }}
+        />
+      </div>
+    )
+  }
+
+  return <AnimatedComposerLoop clearance={clearance} onBeat={onBeat} />
+}
+
+/** Mounted only while motion is allowed, so preference changes cancel every pending act. */
+function AnimatedComposerLoop({ clearance = 0, onBeat }: ComposerLoopProps) {
+  const stageRef = useRef<HTMLDivElement>(null)
+  const onBeatRef = useRef(onBeat)
+  const [layout, setLayout] = useState({ width: WIDTH, scale: 1, workflow: true })
+  const [visible, setVisible] = useState(false)
+  const [passKey, setPassKey] = useState(0)
+  const [phase, setPhase] = useState<DemoPhase>('chat')
+  const [script, setScript] = useState<DemoScript>(IDLE_SCRIPT)
+
+  useEffect(() => {
+    onBeatRef.current = onBeat
+  }, [onBeat])
+
+  useEffect(() => {
+    if (phase === 'chat') onBeatRef.current?.('describe')
+    else if (phase === 'workflow') onBeatRef.current?.('build')
+  }, [phase])
+
+  useEffect(() => {
+    if (phase !== 'workflow') return
+    const timers: ReturnType<typeof setTimeout>[] = []
+    const at = (ms: number, fn: () => void) => timers.push(setTimeout(fn, ms))
+
+    setScript({ ...IDLE_SCRIPT, builtCount: PREBUILT_COUNT, selectedId: DEMO_BLOCKS[0].id })
+    DEMO_BLOCKS.slice(PREBUILT_COUNT).forEach((block, index) => {
+      at(BUILD_START_MS + index * BUILD_STEP_MS, () =>
+        setScript((current) => ({
+          ...current,
+          builtCount: PREBUILT_COUNT + index + 1,
+          selectedId: block.id,
+        }))
+      )
+    })
+    const buildEnd = BUILD_START_MS + (DEMO_BLOCKS.length - PREBUILT_COUNT) * BUILD_STEP_MS
+    const settled = buildEnd + BUILD_SETTLE_MS
+    at(settled, () => setScript((current) => ({ ...current, selectedId: null })))
+    at(settled + BUILD_HOLD_MS, () => setPhase('reset'))
+
+    return () => {
+      for (const timer of timers) clearTimeout(timer)
+    }
+  }, [phase])
+
+  useEffect(() => {
+    if (phase !== 'handoff') return
+    const timer = setTimeout(() => setPhase('workflow'), COMPOSER_FADE_MS)
+    return () => clearTimeout(timer)
+  }, [phase])
+
+  useEffect(() => {
+    if (phase !== 'reset') return
+    const timer = setTimeout(() => {
+      setScript(IDLE_SCRIPT)
+      setPassKey((key) => key + 1)
+      setPhase('chat')
+    }, WORKFLOW_FADE_MS + 100)
+    return () => clearTimeout(timer)
+  }, [phase])
+
+  useEffect(() => {
+    const stage = stageRef.current
+    if (!stage) return
+
+    const fitStage = () => {
+      const frame = stage.clientWidth
+      const room = stage.clientHeight - 2 * clearance
+      const byHeight = stage.clientHeight > 0 ? Math.max(0, room) / GROUP_FIT_HEIGHT : MAX_SCALE
+      const workflow = frame >= WORKFLOW_MIN_FRAME
+      if (frame < NARROW_FRAME) {
+        const width = Math.max(MIN_WIDTH, Math.min(WIDTH, frame - FRAME_INSET * 2))
+        const scale = Math.min(1, Math.max(MIN_SCALE, byHeight))
+        setLayout((current) =>
+          current.width === width && current.scale === scale && current.workflow === workflow
+            ? current
+            : { width, scale, workflow }
+        )
+        return
+      }
+      const byWidth = (frame * STAGE_FILL) / WIDTH
+      const scale = Math.min(MAX_SCALE, Math.max(MIN_SCALE, Math.min(byWidth, byHeight)))
+      setLayout((current) =>
+        current.width === WIDTH && current.scale === scale && current.workflow === workflow
+          ? current
+          : { width: WIDTH, scale, workflow }
+      )
+    }
+    fitStage()
+    const resize = typeof ResizeObserver === 'undefined' ? undefined : new ResizeObserver(fitStage)
+    resize?.observe(stage)
+
+    let intersection: IntersectionObserver | undefined
+    if (typeof IntersectionObserver === 'undefined') {
+      setVisible(true)
+    } else {
+      intersection = new IntersectionObserver(([entry]) => {
+        setVisible(entry.isIntersecting)
+        if (!entry.isIntersecting) {
+          setScript(IDLE_SCRIPT)
+          setPhase('chat')
+          setPassKey((key) => key + 1)
+        }
+      })
+      intersection.observe(stage)
+    }
+
+    return () => {
+      resize?.disconnect()
+      intersection?.disconnect()
+    }
+  }, [clearance])
+
+  return (
+    <div
+      ref={stageRef}
+      aria-hidden='true'
+      className={cn(
+        'absolute inset-0 grid place-items-center overflow-hidden',
+        'pointer-events-none'
+      )}
+    >
+      {visible && (
+        <>
+          <div
+            className={cn(
+              'col-start-1 row-start-1 transition-[opacity,transform] duration-500 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
+              phase === 'chat' ? 'scale-100 opacity-100' : 'scale-[0.97] opacity-0'
+            )}
+          >
+            <ComposerPass
+              key={passKey}
+              width={layout.width}
+              scale={layout.scale}
+              onSend={() => onBeatRef.current?.('plan')}
+              onReplyHold={() => setPhase(layout.workflow ? 'handoff' : 'reset')}
+            />
+          </div>
+          {(phase === 'workflow' || phase === 'reset') && (
+            <div
+              className={cn(
+                'absolute inset-0 animate-[hero-stage-fade_500ms_cubic-bezier(0.23,1,0.32,1)_both] transition-opacity duration-500',
+                phase === 'workflow' ? 'opacity-100' : 'opacity-0'
+              )}
+            >
+              <ProductionWorkflowStage
+                builtCount={script.builtCount}
+                blocks={DEMO_BLOCKS}
+                edges={DEMO_EDGES}
+                canvas={DEMO_CANVAS}
+                scripted={script}
+                viewportInset={{ top: clearance, bottom: clearance }}
+              />
+            </div>
+          )}
+        </>
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-composer.test.tsx b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-composer.test.tsx
new file mode 100644
index 00000000000..a0d1896cfa4
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-composer.test.tsx
@@ -0,0 +1,56 @@
+/**
+ * @vitest-environment node
+ */
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it } from 'vitest'
+import {
+  COMPOSER_ACTIONS,
+  DemoComposer,
+} from '@/app/(landing)/components/product-demo/components/composer-loop/demo-composer'
+
+describe('DemoComposer', () => {
+  it('rests on the initial placeholder with the product toolbar', () => {
+    const html = renderToStaticMarkup(<DemoComposer prompt='' isSending={false} isInitialView />)
+
+    expect(html).toContain('Ask Sim to')
+    for (const action of COMPOSER_ACTIONS) {
+      expect(html).toContain(`data-action="${action}"`)
+    }
+    expect(html).toContain('bg-[#808080]')
+  })
+
+  it('shows the typed prompt and arms the send disc', () => {
+    const html = renderToStaticMarkup(
+      <DemoComposer prompt='Turn my launch notes' isSending={false} isInitialView />
+    )
+
+    expect(html).toContain('Turn my launch notes')
+    expect(html).toContain('bg-[#383838]')
+    expect(html).not.toContain('fill-white')
+  })
+
+  it('switches to the conversation placeholder and the stop square while sending', () => {
+    const html = renderToStaticMarkup(<DemoComposer prompt='' isSending isInitialView={false} />)
+
+    expect(html).toContain('Send message to Sim')
+    expect(html).toContain('fill-white')
+  })
+
+  it('separates the placeholder and the typed prompt by token', () => {
+    const resting = renderToStaticMarkup(<DemoComposer prompt='' isSending={false} isInitialView />)
+    const typed = renderToStaticMarkup(
+      <DemoComposer prompt='Enrich every new lead' isSending={false} isInitialView />
+    )
+
+    expect(resting).toContain('text-[var(--text-muted)]')
+    expect(typed).toContain('text-[var(--text-primary)]')
+    expect(typed).not.toContain('text-[var(--text-muted)]')
+  })
+
+  it('keeps every control out of the tab order', () => {
+    const html = renderToStaticMarkup(<DemoComposer prompt='' isSending={false} isInitialView />)
+
+    expect(html).not.toContain('<button')
+    expect(html).not.toContain('tabindex')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-composer.tsx b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-composer.tsx
new file mode 100644
index 00000000000..1e0268b843b
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-composer.tsx
@@ -0,0 +1,120 @@
+'use client'
+
+import { ArrowUp, cn, Tooltip } from '@sim/emcn'
+import { Mic, Paperclip, Plus, Slash } from '@sim/emcn/icons'
+
+/** Icon controls, in the product's order, each labelled as the product labels it. */
+export const COMPOSER_ACTIONS = ['Add resources', 'Attach file', 'Skills'] as const
+
+export type DemoComposerAction = (typeof COMPOSER_ACTIONS)[number]
+
+const ACTION_ICONS = {
+  'Add resources': Plus,
+  'Attach file': Paperclip,
+  Skills: Slash,
+} as const satisfies Record<DemoComposerAction, typeof Plus>
+
+/**
+ * The product's resting placeholder - the first phrase its animated placeholder
+ * types (`useAnimatedPlaceholder`); the first message swaps it for the
+ * conversation one.
+ */
+const INITIAL_PLACEHOLDER = 'Ask Sim to respond to my emails...'
+const CONVERSATION_PLACEHOLDER = 'Send message to Sim'
+
+interface DemoComposerProps {
+  /** The prompt as typed so far; empty rests on the placeholder. */
+  prompt: string
+  /** Swaps the send disc for the stop square while Sim works. */
+  isSending: boolean
+  /** Resting placeholder before the first message; the conversation one after. */
+  isInitialView: boolean
+}
+
+/**
+ * The Mothership composer's chrome, drawn for the landing: the product
+ * `UserInput`'s white 16px-radius field with its hairline and resting shadow,
+ * its prompt line (the real editor's box and tokens - typed text in
+ * `--text-primary`, the placeholder in `--text-muted`), and its icon rail -
+ * add / attach / skills on the left, the mic and the send disc that becomes a
+ * stop square on the right.
+ *
+ * Presentational only, so the marketing page never loads the real composer's
+ * data graph. Nothing here is focusable: every control is a `span`, and the
+ * product's own {@link Tooltip} is projected onto it, so the icons name
+ * themselves on hover exactly as they do in the app without putting five inert
+ * buttons in the page's tab order. Callers own `aria-hidden`.
+ */
+export function DemoComposer({ prompt, isSending, isInitialView }: DemoComposerProps) {
+  const written = prompt.length > 0
+  const armed = isSending || written
+
+  return (
+    <div
+      className={cn(
+        'relative w-full rounded-2xl border border-[var(--border)] bg-[var(--white)] px-2.5 py-2 dark:bg-[var(--surface-4)]',
+        isInitialView && 'shadow-xs'
+      )}
+    >
+      <p className='m-0 min-h-[24px] whitespace-pre-wrap break-words px-1 py-1 font-body text-[15px] leading-[24px] tracking-[-0.015em] [overflow-wrap:anywhere]'>
+        {written ? (
+          <span className='text-[var(--text-primary)]'>{prompt}</span>
+        ) : (
+          <span className='text-[var(--text-muted)]'>
+            {isInitialView ? INITIAL_PLACEHOLDER : CONVERSATION_PLACEHOLDER}
+          </span>
+        )}
+      </p>
+
+      <div className='flex items-center justify-between'>
+        <div className='flex items-center gap-1'>
+          {COMPOSER_ACTIONS.map((action) => {
+            const Icon = ACTION_ICONS[action]
+            return (
+              <Tooltip.Root key={action}>
+                <Tooltip.Trigger asChild>
+                  <span
+                    data-action={action}
+                    className='flex size-[28px] items-center justify-center rounded-full'
+                  >
+                    <Icon className='size-[16px] text-[var(--text-icon)]' />
+                  </span>
+                </Tooltip.Trigger>
+                <Tooltip.Content side='top'>{action}</Tooltip.Content>
+              </Tooltip.Root>
+            )
+          })}
+        </div>
+        <div className='flex items-center gap-1.5'>
+          <Tooltip.Root>
+            <Tooltip.Trigger asChild>
+              <span className='flex size-[28px] items-center justify-center rounded-full'>
+                <Mic className='size-[16px] text-[var(--text-icon)]' />
+              </span>
+            </Tooltip.Trigger>
+            <Tooltip.Content side='top'>Voice input</Tooltip.Content>
+          </Tooltip.Root>
+          <span
+            data-send
+            className={cn(
+              'flex size-[28px] items-center justify-center rounded-full transition-colors duration-150',
+              armed ? 'bg-[#383838] dark:bg-[#E0E0E0]' : 'bg-[#808080] dark:bg-[#808080]'
+            )}
+          >
+            {isSending ? (
+              <svg
+                viewBox='0 0 24 24'
+                className='block size-[14px] fill-white dark:fill-black'
+                aria-hidden='true'
+              >
+                <rect x='4' y='4' width='16' height='16' rx='3' ry='3' />
+              </svg>
+            ) : (
+              <ArrowUp className='block size-[16px] text-white dark:text-black' />
+            )}
+          </span>
+        </div>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-workflow-data.test.ts b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-workflow-data.test.ts
new file mode 100644
index 00000000000..079ef53505a
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-workflow-data.test.ts
@@ -0,0 +1,51 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  DEMO_BLOCKS,
+  DEMO_CANVAS,
+  DEMO_EDGES,
+} from '@/app/(landing)/components/product-demo/components/composer-loop/demo-workflow-data'
+
+describe('demo workflow data', () => {
+  const ids = new Set(DEMO_BLOCKS.map((block) => block.id))
+
+  it('wires every edge between known blocks, escalation branch first out of the condition', () => {
+    for (const [source, target] of DEMO_EDGES) {
+      expect(ids.has(source)).toBe(true)
+      expect(ids.has(target)).toBe(true)
+    }
+    const conditionTargets = DEMO_EDGES.filter(([source]) => source === 'severity').map(
+      ([, target]) => target
+    )
+    expect(conditionTargets).toEqual(['page', 'draft'])
+  })
+
+  it('opens with the Start block, then a trigger, and ends on terminals', () => {
+    expect(DEMO_BLOCKS[0].id).toBe('start')
+    expect(DEMO_BLOCKS[0].isTrigger).toBe(true)
+    expect(DEMO_BLOCKS[1].isTrigger).toBe(true)
+    for (const id of ['log', 'alert']) {
+      expect(DEMO_BLOCKS.find((block) => block.id === id)?.isTerminal).toBe(true)
+    }
+  })
+
+  it('never stacks two cards on top of each other', () => {
+    for (const a of DEMO_BLOCKS) {
+      for (const b of DEMO_BLOCKS) {
+        if (a === b || a.x !== b.x) continue
+        expect(Math.abs(a.y - b.y)).toBeGreaterThanOrEqual(150)
+      }
+    }
+  })
+
+  it('keeps every card inside the design canvas', () => {
+    for (const block of DEMO_BLOCKS) {
+      expect(block.x).toBeGreaterThanOrEqual(0)
+      expect(block.x + 250).toBeLessThanOrEqual(DEMO_CANVAS.width)
+      expect(block.y).toBeGreaterThanOrEqual(0)
+      expect(block.y).toBeLessThan(DEMO_CANVAS.height)
+    }
+  })
+})
diff --git a/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-workflow-data.ts b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-workflow-data.ts
new file mode 100644
index 00000000000..9feed6b82e3
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/demo-workflow-data.ts
@@ -0,0 +1,275 @@
+import { Table as TableIcon } from '@sim/emcn/icons'
+import {
+  AgentIcon,
+  ConditionalIcon,
+  HumanInTheLoopIcon,
+  JiraIcon,
+  PackageSearchIcon,
+  PagerDutyIcon,
+  SlackIcon,
+  StartIcon,
+  ZendeskIcon,
+} from '@/components/icons'
+import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+
+/** Column pitch: production's 250px card plus a 100px run of edge. */
+const COLUMN = 350
+const col = (index: number) => 40 + index * COLUMN
+/** Row pitch: room for the tallest card plus a clear gap. */
+const ROW = 200
+const row = (index: number) => index * ROW
+
+/**
+ * The workflow Sim builds from the composer prompt - "Triage new Zendesk
+ * tickets: pull the runbook, classify severity, page on-call for P1s, and
+ * draft replies for approval" - in build order, which is also the order the
+ * selection walk visits the cards. The Start block every new workflow opens
+ * with leads the list and is on the canvas before Sim builds anything; it and
+ * a Zendesk ticket trigger both feed the first step, so the workflow runs by
+ * hand from Start and in production on each new ticket. A Knowledge search
+ * pulls the matching runbook, an agent classifies severity,
+ * and a condition splits the ticket: P1s page on-call in PagerDuty, open a Jira
+ * incident, and alert the incident channel in Slack; everything else gets a
+ * drafted reply that a human approves before it posts back to Zendesk and the
+ * outcome lands in a Tables audit log. Production block types, tags, colours,
+ * and card sentences throughout, laid out left to right on production's
+ * left-input / right-output topology, and staggered on a five-row grid so the
+ * graph reads as a laid-out canvas rather than a strip: the ticket trigger
+ * sits above Start, the escalation lane climbs away from the condition, and
+ * the standard lane steps down from it. The Start card carries no sentence,
+ * as in production: its header already says what it is.
+ */
+export const DEMO_BLOCKS: BlockDef[] = [
+  {
+    id: 'start',
+    name: 'Start',
+    type: 'start_trigger',
+    icon: StartIcon,
+    bgColor: '#34B5FF',
+    isTrigger: true,
+    rows: [],
+    x: col(0),
+    /* Header-only, so it is short: this puts its handle level with the first step's. */
+    y: row(2) + 44,
+  },
+  {
+    id: 'ticket',
+    name: 'New Zendesk ticket',
+    type: 'zendesk',
+    typeLabel: 'Zendesk',
+    isIntegration: true,
+    icon: ZendeskIcon,
+    bgColor: '#03363D',
+    isTrigger: true,
+    sentence: {
+      segments: ['Run on', { subBlockId: 'selectedTriggerId', noun: 'an event' }],
+      values: { selectedTriggerId: 'Ticket Created' },
+    },
+    rows: [],
+    x: col(0),
+    y: row(1),
+  },
+  {
+    id: 'runbook',
+    name: 'Find the runbook',
+    type: 'knowledge',
+    typeLabel: 'Knowledge',
+    icon: PackageSearchIcon,
+    bgColor: '#00B0B0',
+    sentence: {
+      segments: [
+        'Search',
+        { subBlockId: 'knowledgeBaseId', noun: 'a knowledge base' },
+        'for',
+        { subBlockId: 'query', noun: 'a query' },
+      ],
+      values: { knowledgeBaseId: 'Support runbooks', query: 'ticket summary' },
+    },
+    rows: [],
+    x: col(1),
+    y: row(2),
+  },
+  {
+    id: 'classify',
+    name: 'Classify severity',
+    type: 'agent',
+    typeLabel: 'Agent',
+    icon: AgentIcon,
+    bgColor: 'var(--text-primary)',
+    sentence: {
+      segments: ['Prompt', { subBlockId: 'model', noun: 'a model' }],
+      values: { model: 'claude-sonnet-5' },
+    },
+    rows: [],
+    x: col(2),
+    y: row(2),
+  },
+  {
+    id: 'severity',
+    name: 'P1 incident?',
+    type: 'condition',
+    typeLabel: 'Condition',
+    icon: ConditionalIcon,
+    bgColor: '#FF752F',
+    rows: [
+      { title: 'If', value: 'P1 severity' },
+      { title: 'Else', value: 'everything else' },
+    ],
+    x: col(3),
+    y: row(2),
+  },
+  {
+    id: 'draft',
+    name: 'Draft the reply',
+    type: 'agent',
+    typeLabel: 'Agent',
+    icon: AgentIcon,
+    bgColor: 'var(--text-primary)',
+    sentence: {
+      segments: ['Prompt', { subBlockId: 'model', noun: 'a model' }],
+      values: { model: 'claude-sonnet-5' },
+    },
+    rows: [],
+    x: col(4),
+    y: row(3),
+  },
+  {
+    id: 'approve',
+    name: 'Approve the reply',
+    type: 'human_in_the_loop',
+    typeLabel: 'Human',
+    icon: HumanInTheLoopIcon,
+    bgColor: '#10B981',
+    sentence: {
+      segments: ['Pause execution until a human responds'],
+      values: {},
+    },
+    rows: [],
+    x: col(5),
+    y: row(4),
+  },
+  {
+    id: 'reply',
+    name: 'Reply in Zendesk',
+    type: 'zendesk',
+    typeLabel: 'Zendesk',
+    isIntegration: true,
+    icon: ZendeskIcon,
+    bgColor: '#03363D',
+    sentence: {
+      segments: [
+        'Update ticket',
+        { subBlockId: 'ticketId', noun: 'a ticket' },
+        ', setting status to',
+        { subBlockId: 'status', noun: 'a status' },
+      ],
+      values: { ticketId: 'the new ticket', status: 'pending' },
+    },
+    rows: [],
+    x: col(6),
+    y: row(4),
+  },
+  {
+    id: 'log',
+    name: 'Log the outcome',
+    type: 'table',
+    typeLabel: 'Table',
+    icon: TableIcon,
+    bgColor: '#10B981',
+    isTerminal: true,
+    sentence: {
+      segments: ['Insert a row into', { subBlockId: 'tableId', noun: 'a table' }],
+      values: { tableId: 'Ticket triage' },
+    },
+    rows: [],
+    x: col(7),
+    y: row(4),
+  },
+  {
+    id: 'page',
+    name: 'Page on-call',
+    type: 'pagerduty',
+    typeLabel: 'PagerDuty',
+    isIntegration: true,
+    icon: PagerDutyIcon,
+    bgColor: '#06AC38',
+    sentence: {
+      segments: [
+        'Open incident',
+        { subBlockId: 'title', noun: 'a title' },
+        'on service',
+        { subBlockId: 'createServiceId', noun: 'a service' },
+      ],
+      values: { title: 'P1 ticket', createServiceId: 'Customer Support' },
+    },
+    rows: [],
+    x: col(4),
+    y: row(1),
+  },
+  {
+    id: 'incident',
+    name: 'Open the incident',
+    type: 'jira',
+    typeLabel: 'Jira',
+    isIntegration: true,
+    icon: JiraIcon,
+    bgColor: '#FFFFFF',
+    tileBorder: true,
+    sentence: {
+      segments: [
+        'Create',
+        { subBlockId: 'issueType', noun: 'an issue type' },
+        'in',
+        { subBlockId: 'projectId', noun: 'a project' },
+      ],
+      values: { issueType: 'Incident', projectId: 'OPS' },
+    },
+    rows: [],
+    x: col(5),
+    y: row(0),
+  },
+  {
+    id: 'alert',
+    name: 'Alert #incidents',
+    type: 'slack',
+    typeLabel: 'Slack',
+    isIntegration: true,
+    icon: SlackIcon,
+    bgColor: '#611F69',
+    isTerminal: true,
+    sentence: {
+      segments: [
+        'Post',
+        { subBlockId: 'message', noun: 'a message' },
+        'to',
+        { subBlockId: 'channel', noun: 'a channel' },
+      ],
+      values: { message: 'incident summary', channel: '#incidents' },
+    },
+    rows: [],
+    x: col(6),
+    y: row(0),
+  },
+]
+
+/**
+ * Source → target pairs. The first edge out of the condition is its `If`
+ * branch (the P1 escalation) and the second its `Else` (the standard path),
+ * which is how the stage assigns branch handles.
+ */
+export const DEMO_EDGES: ReadonlyArray<readonly [string, string]> = [
+  ['start', 'runbook'],
+  ['ticket', 'runbook'],
+  ['runbook', 'classify'],
+  ['classify', 'severity'],
+  ['severity', 'page'],
+  ['severity', 'draft'],
+  ['draft', 'approve'],
+  ['approve', 'reply'],
+  ['reply', 'log'],
+  ['page', 'incident'],
+  ['incident', 'alert'],
+]
+
+/** Design-space box the stage geometry was laid out in. */
+export const DEMO_CANVAS = { width: col(7) + 250 + 40, height: row(4) + 140 + 40 } as const
diff --git a/apps/sim/app/(landing)/components/product-demo/components/composer-loop/index.ts b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/index.ts
new file mode 100644
index 00000000000..110c71ebd3b
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/composer-loop/index.ts
@@ -0,0 +1 @@
+export { ComposerLoop } from './composer-loop'
diff --git a/apps/sim/app/(landing)/components/product-demo/components/loader-marks/index.ts b/apps/sim/app/(landing)/components/product-demo/components/loader-marks/index.ts
deleted file mode 100644
index 94349fc7346..00000000000
--- a/apps/sim/app/(landing)/components/product-demo/components/loader-marks/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { LoaderMarks } from './loader-marks'
diff --git a/apps/sim/app/(landing)/components/product-demo/components/loader-marks/loader-marks.module.css b/apps/sim/app/(landing)/components/product-demo/components/loader-marks/loader-marks.module.css
deleted file mode 100644
index 2c47be74489..00000000000
--- a/apps/sim/app/(landing)/components/product-demo/components/loader-marks/loader-marks.module.css
+++ /dev/null
@@ -1,40 +0,0 @@
-/*
- * Line-draw reveal for the loader marks: each path is dash-normalized to its
- * full length (pathLength=1 on the path + dasharray 1), hidden by a full
- * dashoffset, then drawn to 0 when the row scrolls into view (.drawn),
- * staggered left to right. Reduced-motion renders every mark fully drawn.
- */
-.row path {
-  stroke-dasharray: 1;
-  stroke-dashoffset: 1;
-}
-
-.drawn svg:nth-child(1) path {
-  animation: draw 1600ms cubic-bezier(0.33, 1, 0.68, 1) 0ms forwards;
-}
-
-.drawn svg:nth-child(2) path {
-  animation: draw 1600ms cubic-bezier(0.33, 1, 0.68, 1) 450ms forwards;
-}
-
-.drawn svg:nth-child(3) path {
-  animation: draw 1600ms cubic-bezier(0.33, 1, 0.68, 1) 900ms forwards;
-}
-
-.drawn svg:nth-child(4) path {
-  animation: draw 1600ms cubic-bezier(0.33, 1, 0.68, 1) 1350ms forwards;
-}
-
-@keyframes draw {
-  to {
-    stroke-dashoffset: 0;
-  }
-}
-
-@media (prefers-reduced-motion: reduce) {
-  .row path {
-    stroke-dasharray: none;
-    stroke-dashoffset: 0;
-    animation: none !important;
-  }
-}
diff --git a/apps/sim/app/(landing)/components/product-demo/components/loader-marks/loader-marks.tsx b/apps/sim/app/(landing)/components/product-demo/components/loader-marks/loader-marks.tsx
deleted file mode 100644
index 78ed29bd6c5..00000000000
--- a/apps/sim/app/(landing)/components/product-demo/components/loader-marks/loader-marks.tsx
+++ /dev/null
@@ -1,70 +0,0 @@
-'use client'
-
-import { useEffect, useRef, useState } from 'react'
-import { cn } from '@sim/emcn'
-import styles from '@/app/(landing)/components/product-demo/components/loader-marks/loader-marks.module.css'
-import { LOADER_MARK_PATHS } from './paths'
-
-/**
- * A quiet horizontal row of four of the ThinkingLoader's cycle shapes as
- * STATIC outline drawings - `fill='none'`, grey `--text-muted` stroke -
- * left-aligned on an even gap. Each mark carries its own hand-tuned display
- * size (see paths.ts) so the collection reads as one optical weight, and the
- * stroke uses `non-scaling-stroke` so every line renders at the same 1.2px
- * regardless of each mark's scale.
- *
- * On first scroll into view the marks DRAW themselves in, staggered left to
- * right (dash-normalized line drawing, see loader-marks.module.css); under
- * `prefers-reduced-motion` they render fully drawn immediately. Decorative.
- */
-export function LoaderMarks() {
-  const containerRef = useRef<HTMLDivElement>(null)
-  const [drawn, setDrawn] = useState(false)
-
-  useEffect(() => {
-    const el = containerRef.current
-    if (!el) return
-    if (window.matchMedia('(prefers-reduced-motion: reduce)').matches) {
-      setDrawn(true)
-      return
-    }
-    const observer = new IntersectionObserver(
-      (entries) => {
-        if (entries.some((entry) => entry.isIntersecting)) {
-          setDrawn(true)
-          observer.disconnect()
-        }
-      },
-      { threshold: 0.5 }
-    )
-    observer.observe(el)
-    return () => observer.disconnect()
-  }, [])
-
-  return (
-    <div
-      ref={containerRef}
-      aria-hidden='true'
-      className={cn(
-        'flex items-center gap-6 text-[var(--text-muted)]',
-        styles.row,
-        drawn && styles.drawn
-      )}
-    >
-      {LOADER_MARK_PATHS.map(({ name, d, sizeClassName }) => (
-        <svg
-          key={name}
-          viewBox='0 0 100 100'
-          fill='none'
-          stroke='currentColor'
-          strokeWidth={1.2}
-          strokeLinecap='round'
-          strokeLinejoin='round'
-          className={sizeClassName}
-        >
-          <path d={d} pathLength={1} vectorEffect='non-scaling-stroke' />
-        </svg>
-      ))}
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/components/product-demo/components/loader-marks/paths.ts b/apps/sim/app/(landing)/components/product-demo/components/loader-marks/paths.ts
deleted file mode 100644
index 76b1ce19d98..00000000000
--- a/apps/sim/app/(landing)/components/product-demo/components/loader-marks/paths.ts
+++ /dev/null
@@ -1,43 +0,0 @@
-/**
- * A curated four of the ThinkingLoader's cycle shapes as static outline
- * paths, traced from the real loader by exports/loader-sprites/render.mjs
- * (each variant's -main pose, 100x100 viewBox), in the loader's cycle order:
- * corners, burst, compass, thinking. The rest of the cycle (metaballs, relay,
- * squeeze, orb) is omitted - those read as pills and rings at this size.
- * Regenerate the sprites and re-extract if the loader's shapes change.
- *
- * `sizeClassName` is a hand-tuned per-mark display size: the glyphs occupy
- * different footprints inside the shared viewBox (thinking spans 51x46 units,
- * compass 80x80), so a uniform display size makes some read tiny; these
- * equalize the marks' optical weight (geometric-mean footprint ~22px). The
- * literal class strings live here so Tailwind's content scan picks them up.
- */
-export interface LoaderMarkPath {
-  name: string
-  /** Static Tailwind size class (see above - optical-weight equalization). */
-  sizeClassName: string
-  d: string
-}
-
-export const LOADER_MARK_PATHS: LoaderMarkPath[] = [
-  {
-    name: 'corners',
-    sizeClassName: 'size-[38px]',
-    d: 'M 23.92 14.06 C 25.29 13.79 27.03 13.66 28.52 13.85 C 30 14.04 31.54 14.58 32.81 15.2 C 34.09 15.82 34.53 16.05 36.16 17.58 C 37.78 19.11 40.53 22.89 42.58 24.36 C 44.63 25.84 46.74 26.11 48.44 26.41 C 50.13 26.72 51.43 26.45 52.73 26.2 C 54.04 25.94 54.3 26.46 56.25 24.88 C 58.2 23.3 62.17 18.52 64.45 16.71 C 66.73 14.91 67.84 14.44 69.92 14.06 C 72.01 13.68 74.8 13.69 76.95 14.42 C 79.1 15.14 81.37 16.78 82.81 18.41 C 84.26 20.05 85.21 22.14 85.61 24.22 C 86.01 26.29 85.73 28.97 85.23 30.86 C 84.72 32.75 84.28 33.53 82.57 35.55 C 80.87 37.57 76.55 40.69 74.98 42.97 C 73.41 45.25 73.39 47.53 73.15 49.22 C 72.9 50.91 73.23 51.95 73.5 53.13 C 73.76 54.3 73.17 54.36 74.73 56.25 C 76.3 58.14 81.09 62.17 82.89 64.45 C 84.7 66.73 85.17 67.84 85.55 69.92 C 85.93 72.01 85.92 74.8 85.19 76.95 C 84.47 79.1 82.83 81.37 81.2 82.81 C 79.56 84.26 77.47 85.21 75.39 85.61 C 73.32 86.01 70.64 85.73 68.75 85.23 C 66.86 84.72 66.08 84.28 64.06 82.57 C 62.04 80.87 58.92 76.55 56.64 74.98 C 54.36 73.41 52.08 73.39 50.39 73.15 C 48.7 72.9 47.66 73.23 46.48 73.5 C 45.31 73.76 45.25 73.17 43.36 74.73 C 41.47 76.3 37.43 81.09 35.16 82.89 C 32.88 84.7 31.77 85.17 29.69 85.55 C 27.6 85.93 24.8 85.92 22.66 85.19 C 20.51 84.47 18.24 82.83 16.8 81.2 C 15.35 79.56 14.42 77.4 14 75.39 C 13.57 73.38 13.8 70.98 14.26 69.14 C 14.73 67.3 15.03 66.5 16.8 64.35 C 18.57 62.2 23.31 58.19 24.88 56.25 C 26.44 54.31 25.93 53.97 26.2 52.73 C 26.46 51.5 26.75 50.52 26.44 48.83 C 26.14 47.14 26.2 45.18 24.36 42.58 C 22.52 39.97 17.14 35.42 15.41 33.2 C 13.68 30.99 14.24 30.6 13.98 29.3 C 13.71 27.99 13.67 26.69 13.82 25.39 C 13.96 24.09 14.31 22.72 14.87 21.48 C 15.44 20.25 16.28 18.97 17.19 17.97 C 18.09 16.97 19.19 16.12 20.31 15.47 C 21.43 14.82 22.55 14.33 23.92 14.06 Z',
-  },
-  {
-    name: 'burst',
-    sizeClassName: 'size-[42px]',
-    d: 'M 48.26 14.06 C 49.3 13.86 50.81 13.8 51.95 14.26 C 53.1 14.72 53.05 13.29 55.13 16.8 C 57.21 20.3 59.92 30.73 64.45 35.28 C 68.99 39.84 78.96 42.27 82.35 44.14 C 85.73 46.01 84.2 45.61 84.77 46.52 C 85.33 47.43 85.72 48.57 85.75 49.61 C 85.79 50.64 85.55 51.76 84.98 52.73 C 84.41 53.71 85.79 53.52 82.35 55.47 C 78.9 57.42 68.81 59.97 64.33 64.45 C 59.85 68.93 57.34 78.96 55.47 82.35 C 53.6 85.73 54 84.2 53.09 84.77 C 52.18 85.33 51.04 85.72 50 85.75 C 48.96 85.79 47.85 85.55 46.88 84.98 C 45.9 84.41 46.09 85.79 44.14 82.35 C 42.19 78.9 39.64 68.81 35.16 64.33 C 30.68 59.85 20.65 57.34 17.26 55.47 C 13.88 53.6 15.41 54 14.84 53.09 C 14.28 52.18 13.89 51.04 13.86 50 C 13.82 48.96 14.06 47.85 14.63 46.88 C 15.2 45.9 13.82 46.09 17.26 44.14 C 20.7 42.19 30.88 39.52 35.28 35.16 C 39.69 30.79 41.94 21.25 43.68 17.97 C 45.42 14.69 44.94 16.12 45.7 15.47 C 46.47 14.82 47.22 14.26 48.26 14.06 Z',
-  },
-  {
-    name: 'compass',
-    sizeClassName: 'size-[37px]',
-    d: 'M 48.98 9.77 C 50.61 9.66 52.35 9.88 53.91 10.4 C 55.46 10.92 57.06 11.82 58.31 12.89 C 59.56 13.96 60.65 15.3 61.4 16.8 C 62.16 18.29 62.7 20.18 62.84 21.88 C 62.98 23.57 62.74 25.36 62.23 26.95 C 61.72 28.55 60.83 30.19 59.77 31.44 C 58.7 32.69 57.36 33.73 55.86 34.46 C 54.36 35.19 52.47 35.71 50.78 35.84 C 49.09 35.97 47.3 35.75 45.7 35.24 C 44.11 34.74 42.48 33.87 41.23 32.81 C 39.97 31.76 38.92 30.4 38.17 28.91 C 37.43 27.41 36.9 25.52 36.77 23.83 C 36.64 22.14 36.87 20.33 37.38 18.75 C 37.9 17.17 38.72 15.64 39.84 14.36 C 40.97 13.07 42.62 11.8 44.14 11.03 C 45.66 10.27 47.35 9.87 48.98 9.77 Z M 19.72 37.11 C 21.35 36.73 23.34 36.66 25 36.91 C 26.66 37.16 28.31 37.78 29.69 38.6 C 31.06 39.41 32.3 40.48 33.26 41.8 C 34.23 43.11 35.05 44.86 35.47 46.48 C 35.88 48.11 36 49.87 35.76 51.56 C 35.52 53.26 34.86 55.2 34.04 56.64 C 33.22 58.09 32.17 59.26 30.86 60.23 C 29.55 61.2 27.8 62.03 26.17 62.45 C 24.54 62.88 22.72 62.97 21.09 62.76 C 19.47 62.55 17.84 62.02 16.41 61.19 C 14.97 60.37 13.53 59.16 12.49 57.81 C 11.45 56.47 10.61 54.75 10.17 53.13 C 9.73 51.5 9.61 49.74 9.86 48.05 C 10.11 46.35 10.78 44.45 11.67 42.97 C 12.57 41.49 13.89 40.14 15.23 39.16 C 16.58 38.18 18.09 37.48 19.72 37.11 Z M 73.63 37.11 C 75.32 36.7 77.25 36.65 78.91 36.91 C 80.57 37.16 82.18 37.77 83.59 38.64 C 85.01 39.52 86.44 40.88 87.42 42.19 C 88.39 43.49 89.05 44.92 89.44 46.48 C 89.83 48.05 89.96 49.93 89.75 51.56 C 89.54 53.19 89 54.82 88.17 56.25 C 87.34 57.68 86.11 59.13 84.77 60.16 C 83.42 61.19 81.71 62.02 80.08 62.45 C 78.45 62.89 76.69 63 75 62.76 C 73.31 62.51 71.36 61.84 69.92 61.01 C 68.48 60.19 67.31 59.13 66.35 57.81 C 65.38 56.5 64.56 54.75 64.14 53.13 C 63.73 51.5 63.61 49.74 63.85 48.05 C 64.09 46.35 64.75 44.41 65.57 42.97 C 66.39 41.52 67.41 40.36 68.75 39.38 C 70.09 38.4 71.94 37.52 73.63 37.11 Z M 46.83 64.06 C 48.46 63.7 50.25 63.61 51.95 63.9 C 53.65 64.2 55.6 64.94 57.03 65.81 C 58.46 66.68 59.59 67.8 60.51 69.14 C 61.43 70.48 62.18 72.2 62.55 73.83 C 62.91 75.46 62.97 77.27 62.7 78.91 C 62.43 80.54 61.82 82.22 60.94 83.64 C 60.06 85.06 58.79 86.43 57.42 87.42 C 56.05 88.4 54.36 89.16 52.73 89.54 C 51.11 89.92 49.3 89.97 47.66 89.69 C 46.02 89.42 44.31 88.78 42.9 87.89 C 41.48 87 40.13 85.74 39.16 84.38 C 38.19 83.01 37.44 81.32 37.06 79.69 C 36.69 78.06 36.62 76.3 36.91 74.61 C 37.21 72.92 37.96 70.96 38.84 69.53 C 39.72 68.11 40.86 66.98 42.19 66.07 C 43.52 65.15 45.2 64.42 46.83 64.06 Z',
-  },
-  {
-    name: 'thinking',
-    sizeClassName: 'size-[56px]',
-    d: 'M 33.85 29.3 C 35.55 29.02 36.57 28.83 39.45 29.64 C 42.34 30.45 48.57 33.45 51.17 34.18 C 53.78 34.9 53.06 34.34 55.08 33.98 C 57.1 33.61 61.2 32.27 63.28 31.97 C 65.36 31.67 66.15 31.8 67.58 32.17 C 69.01 32.55 70.64 33.23 71.88 34.21 C 73.11 35.19 74.3 36.61 75 38.07 C 75.7 39.53 76.13 41.31 76.08 42.97 C 76.04 44.63 75.39 46.67 74.75 48.05 C 74.12 49.42 74.02 49.6 72.27 51.23 C 70.52 52.86 66.29 54.76 64.25 57.81 C 62.21 60.86 61.08 67.12 60.03 69.53 C 58.98 71.94 58.71 71.52 57.95 72.27 C 57.19 73.01 56.86 73.55 55.47 73.98 C 54.08 74.41 51.5 75.16 49.61 74.83 C 47.72 74.5 45.44 73 44.14 71.99 C 42.85 70.97 43.13 71.31 41.84 68.75 C 40.54 66.19 39.01 60.61 36.38 56.64 C 33.75 52.67 27.97 47.72 26.06 44.92 C 24.15 42.12 24.92 41.47 24.92 39.84 C 24.92 38.22 25.34 36.58 26.06 35.16 C 26.79 33.73 28 32.26 29.3 31.29 C 30.6 30.31 32.16 29.57 33.85 29.3 Z',
-  },
-]
diff --git a/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/beats.ts b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/beats.ts
new file mode 100644
index 00000000000..9fc405761b1
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/beats.ts
@@ -0,0 +1,13 @@
+export type DemoBeatId = 'describe' | 'plan' | 'build'
+
+/**
+ * The section's title, one per act of the scene: the agent being described,
+ * Sim planning the work, then the workflow being built and governed.
+ * `describe` is the server-rendered heading, so the section reads before the
+ * loop mounts.
+ */
+export const DEMO_BEATS: Readonly<Record<DemoBeatId, string>> = {
+  describe: 'Describe the agent.',
+  plan: 'Sim plans the work.',
+  build: 'Watch the workflow build.',
+}
diff --git a/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/context.tsx b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/context.tsx
new file mode 100644
index 00000000000..07187f876c3
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/context.tsx
@@ -0,0 +1,28 @@
+'use client'
+
+import { createContext, type ReactNode, useContext, useMemo, useState } from 'react'
+import type { DemoBeatId } from '@/app/(landing)/components/product-demo/components/product-demo-caption/beats'
+
+interface ProductDemoBeatContextValue {
+  /** The act the scene is in, which the caption's copy follows. */
+  beat: DemoBeatId
+  setBeat: (beat: DemoBeatId) => void
+}
+
+const ProductDemoBeatContext = createContext<ProductDemoBeatContextValue | null>(null)
+
+/**
+ * Shares the scene's current act between the loop, which drives it, and the
+ * caption, which reads it. Starts on `describe`, the pair the server renders.
+ */
+export function ProductDemoBeatProvider({ children }: { children: ReactNode }) {
+  const [beat, setBeat] = useState<DemoBeatId>('describe')
+  const value = useMemo(() => ({ beat, setBeat }), [beat])
+  return <ProductDemoBeatContext.Provider value={value}>{children}</ProductDemoBeatContext.Provider>
+}
+
+export function useProductDemoBeat(): ProductDemoBeatContextValue {
+  const value = useContext(ProductDemoBeatContext)
+  if (!value) throw new Error('useProductDemoBeat needs a ProductDemoBeatProvider above it')
+  return value
+}
diff --git a/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/index.ts b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/index.ts
new file mode 100644
index 00000000000..b8acdb8f302
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/index.ts
@@ -0,0 +1,3 @@
+export { DEMO_BEATS, type DemoBeatId } from './beats'
+export { ProductDemoBeatProvider, useProductDemoBeat } from './context'
+export { ProductDemoCaption } from './product-demo-caption'
diff --git a/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.module.css b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.module.css
new file mode 100644
index 00000000000..9c15277a599
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.module.css
@@ -0,0 +1,16 @@
+@media (prefers-reduced-motion: no-preference) {
+  .enter {
+    animation: caption-in 600ms cubic-bezier(0.23, 1, 0.32, 1);
+  }
+}
+
+@keyframes caption-in {
+  from {
+    opacity: 0;
+    transform: translateY(8px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
diff --git a/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.test.tsx b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.test.tsx
new file mode 100644
index 00000000000..82cfdf5059a
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.test.tsx
@@ -0,0 +1,70 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot } from 'react-dom/client'
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+}))
+
+import {
+  ProductDemoBeatProvider,
+  ProductDemoCaption,
+  useProductDemoBeat,
+} from '@/app/(landing)/components/product-demo/components/product-demo-caption'
+import styles from '@/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.module.css'
+
+function BuildButton() {
+  const { setBeat } = useProductDemoBeat()
+  return (
+    <button type='button' onClick={() => setBeat('build')}>
+      build
+    </button>
+  )
+}
+
+afterEach(() => {
+  vi.useRealTimers()
+  document.body.replaceChildren()
+})
+
+describe('ProductDemoCaption', () => {
+  it('opens still on the describe title, then crossfades to the next beat', () => {
+    vi.useFakeTimers()
+    const host = document.createElement('div')
+    document.body.append(host)
+    act(() => {
+      createRoot(host).render(
+        <ProductDemoBeatProvider>
+          <ProductDemoCaption />
+          <BuildButton />
+        </ProductDemoBeatProvider>
+      )
+    })
+
+    const heading = () => host.querySelector('h2#product-demo-heading')
+    const titles = () => host.querySelectorAll('[data-product-demo-caption] > *')
+    expect(heading()?.textContent).toBe('Describe the agent.')
+    expect(heading()?.className).not.toContain(styles.enter)
+    expect(titles()).toHaveLength(1)
+
+    act(() => {
+      host.querySelector('button')?.click()
+    })
+    expect(heading()?.textContent).toBe('Watch the workflow build.')
+    expect(heading()?.className).toContain(styles.enter)
+    const stacked = titles()
+    expect(stacked).toHaveLength(2)
+    expect(stacked[0].getAttribute('aria-hidden')).toBe('true')
+    expect(stacked[0].className).toContain('opacity-0')
+    expect(stacked[0].textContent).toBe('Describe the agent.')
+
+    act(() => {
+      vi.advanceTimersByTime(320)
+    })
+    expect(titles()).toHaveLength(1)
+    expect(heading()?.textContent).toBe('Watch the workflow build.')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.tsx b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.tsx
new file mode 100644
index 00000000000..ac12a300765
--- /dev/null
+++ b/apps/sim/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.tsx
@@ -0,0 +1,87 @@
+'use client'
+
+import { useEffect, useState } from 'react'
+import { cn } from '@sim/emcn'
+import { HOME_TYPE } from '@/app/(landing)/components/landing-layout'
+import {
+  DEMO_BEATS,
+  type DemoBeatId,
+} from '@/app/(landing)/components/product-demo/components/product-demo-caption/beats'
+import { useProductDemoBeat } from '@/app/(landing)/components/product-demo/components/product-demo-caption/context'
+import styles from '@/app/(landing)/components/product-demo/components/product-demo-caption/product-demo-caption.module.css'
+
+/** How long the outgoing title takes to dissolve under the incoming one. */
+const EXIT_MS = 320
+/**
+ * The incoming title rises in. No fill after the end, so the title's resting
+ * styles - the keyframe's end - are what the exit transition later takes over.
+ */
+const ENTER = styles.enter
+const TITLE =
+  'col-start-1 row-start-1 mx-auto max-w-[26ch] text-balance text-[#3B3B3B] dark:text-[var(--text-secondary)]'
+const EXIT = 'pointer-events-none opacity-0'
+
+interface ProductDemoCaptionProps {
+  /** Placement within the frame; the block itself is a centred title. */
+  className?: string
+}
+
+/**
+ * The section's heading, following the scene act by act. When the loop moves
+ * to the next beat the title on show dissolves in place while the next one
+ * rises in over it, so the copy never blinks out to an empty frame. The first
+ * title is server-rendered and arrives still; only changes animate. The `h2`
+ * keeps its id across titles, so the band's accessible name follows the copy.
+ * The wrapper is what the visual mount measures to keep the scene clear of
+ * the copy.
+ */
+export function ProductDemoCaption({ className }: ProductDemoCaptionProps) {
+  const { beat } = useProductDemoBeat()
+  const [shown, setShown] = useState<DemoBeatId>(beat)
+  const [leaving, setLeaving] = useState<DemoBeatId | null>(null)
+  const [changed, setChanged] = useState(false)
+
+  if (beat !== shown) {
+    setLeaving(shown)
+    setShown(beat)
+    setChanged(true)
+  }
+
+  useEffect(() => {
+    if (!leaving) return
+    const timer = setTimeout(() => setLeaving(null), EXIT_MS)
+    return () => clearTimeout(timer)
+  }, [leaving])
+
+  return (
+    <div
+      data-product-demo-caption
+      className={cn(
+        'relative z-10 mx-auto grid w-full max-w-[40rem] shrink-0 text-center',
+        className
+      )}
+    >
+      {leaving && (
+        <p
+          key={leaving}
+          aria-hidden='true'
+          className={cn(
+            TITLE,
+            HOME_TYPE.h3,
+            'transition-opacity duration-300 ease-out motion-reduce:transition-none',
+            EXIT
+          )}
+        >
+          {DEMO_BEATS[leaving]}
+        </p>
+      )}
+      <h2
+        key={shown}
+        id='product-demo-heading'
+        className={cn(TITLE, HOME_TYPE.h3, changed && ENTER)}
+      >
+        {DEMO_BEATS[shown]}
+      </h2>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/product-demo/components/product-demo-visual-mount/product-demo-visual-mount.tsx b/apps/sim/app/(landing)/components/product-demo/components/product-demo-visual-mount/product-demo-visual-mount.tsx
index b5d3f3a4ca3..f4cca1aea23 100644
--- a/apps/sim/app/(landing)/components/product-demo/components/product-demo-visual-mount/product-demo-visual-mount.tsx
+++ b/apps/sim/app/(landing)/components/product-demo/components/product-demo-visual-mount/product-demo-visual-mount.tsx
@@ -1,38 +1,72 @@
 'use client'
 
+import { useEffect, useState } from 'react'
 import dynamic from 'next/dynamic'
+import { useProductDemoBeat } from '@/app/(landing)/components/product-demo/components/product-demo-caption'
 import { useLazyMount } from '@/app/(landing)/hooks/use-lazy-mount'
 
 /**
- * `ssr: false` so the animation's client bundle never ships in the
- * server-rendered HTML for a section that starts below the fold.
+ * Air kept between the overlaid caption's last line and the scene: with the
+ * title 37px tall this puts the scene 81px under the copy's inset, one pixel
+ * past the frame's top copy band (`CopyBands`), so the scene never sits in
+ * the blur's taper.
  */
-const HeroVisual = dynamic(
+const CAPTION_CLEARANCE_GAP = 44
+
+/**
+ * `ssr: false` so the loop's client bundle (framer-motion included) never
+ * ships in the server-rendered HTML for a section that starts below the fold.
+ */
+const ComposerLoop = dynamic(
   () =>
-    import('@/app/(landing)/components/hero/components/hero-visual/hero-visual').then(
-      (mod) => mod.HeroVisual
+    import('@/app/(landing)/components/product-demo/components/composer-loop').then(
+      (mod) => mod.ComposerLoop
     ),
   { ssr: false }
 )
 
 /**
- * Client mount for the {@link HeroVisual} island reused in the Product Demo
- * section. Isolated here so `ProductDemo` stays a Server Component: only this
- * leaf is `'use client'`.
+ * Client mount for the {@link ComposerLoop} island in the Product Demo
+ * section - the gooey composer loop. Isolated here so `ProductDemo` stays a
+ * Server Component: only this leaf is `'use client'`.
  *
  * Gated on viewport proximity via {@link useLazyMount} so the below-the-fold
- * section doesn't pull the animation's JS - or start its
- * `requestAnimationFrame` loop - into the initial homepage load. The parent
- * frame (`product-demo.tsx`) already reserves fixed pixel dimensions for this
- * slot, so there is no placeholder to size - an empty div holds the spot with
- * zero layout shift.
+ * section doesn't pull the loop's JS - or start its timers - into the
+ * initial homepage load. The parent frame reserves the stage's box, so an
+ * empty div holds the spot with zero layout shift.
+ *
+ * It also measures how far the section's caption reaches down into the stage
+ * (from `lg` the caption overlays the top of a stage that fills the frame;
+ * below, it sits above the stage and the clearance is zero) and passes that
+ * to the loop, so the scene stays centred in the frame and clear of the copy
+ * at every size. The loop's beats go the other way, to the caption.
  */
 export function ProductDemoVisualMount() {
   const { ref, inView } = useLazyMount('400px')
+  const { setBeat } = useProductDemoBeat()
+  const [clearance, setClearance] = useState(0)
+
+  useEffect(() => {
+    const stage = ref.current
+    const caption = stage
+      ?.closest('section')
+      ?.querySelector<HTMLElement>('[data-product-demo-caption]')
+    if (!stage || !caption) return
+    const measure = () => {
+      const reach = caption.getBoundingClientRect().bottom - stage.getBoundingClientRect().top
+      setClearance(Math.max(0, Math.round(reach) + CAPTION_CLEARANCE_GAP))
+    }
+    measure()
+    if (typeof ResizeObserver === 'undefined') return
+    const observer = new ResizeObserver(measure)
+    observer.observe(stage)
+    observer.observe(caption)
+    return () => observer.disconnect()
+  }, [ref])
 
   return (
     <div ref={ref} className='absolute inset-0'>
-      {inView && <HeroVisual />}
+      {inView && <ComposerLoop clearance={clearance} onBeat={setBeat} />}
     </div>
   )
 }
diff --git a/apps/sim/app/(landing)/components/product-demo/product-demo.tsx b/apps/sim/app/(landing)/components/product-demo/product-demo.tsx
index 30d350b806b..31d434078b4 100644
--- a/apps/sim/app/(landing)/components/product-demo/product-demo.tsx
+++ b/apps/sim/app/(landing)/components/product-demo/product-demo.tsx
@@ -1,54 +1,174 @@
-import { LoaderMarks } from '@/app/(landing)/components/product-demo/components/loader-marks'
+import { cn } from '@sim/emcn'
+import { LandingCtaLink } from '@/app/(landing)/components/landing-cta-link'
+import {
+  HOME_INSET,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+  LANDING_STAGE_RADIUS,
+} from '@/app/(landing)/components/landing-layout'
+import {
+  ProductDemoBeatProvider,
+  ProductDemoCaption,
+} from '@/app/(landing)/components/product-demo/components/product-demo-caption'
 import { ProductDemoVisualMount } from '@/app/(landing)/components/product-demo/components/product-demo-visual-mount'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+import { SIGNUP_HREF } from '@/app/(landing)/constants'
 
 /**
- * Product-demo band - the looping animated platform walkthrough, promoted out of
- * the hero into its own section between the hero and the Mothership section,
- * dressed in the same card chrome as the {@link Features} cards: one large
- * OUTLINED container (`--border` hairline, 10px radius, 1rem padding) holding
- * the media stage on the left - here the animation itself fills the stage
- * (4px inner radius, solid light-grey `--surface-5` ground) instead of a
- * backdrop + floating callout - and a vertically-centered title + subtitle in the cards' 386px
- * copy column on the right. Below `lg` it stacks media-over-copy like the
- * cards do.
+ * The product demo as a player: a framed stage on the page ground, on the
+ * platform cards' inset ({@link HOME_INSET}) inside the content column so it
+ * lines up with the two cards it follows, on the `#F8F8F8` paper Andrew set
+ * for it (no greyscale token lands on it) with a hairline and the stage
+ * radius. From `lg` the frame holds a 2:1 aspect and its width is also
+ * capped by the screen's height, so the whole frame - scene and caption -
+ * fits below the sticky navbar with air above and below, and nothing inside
+ * can change its size: the scene runs like a video. Below `lg` the frame is
+ * content-sized, the stage over the caption.
  *
- * The visual is the same `HeroVisual` client island the hero used to host
- * (decorative, `aria-hidden`), lazy-mounted via {@link ProductDemoVisualMount}
- * so its bundle and animation loop only load once this below-the-fold section
- * nears the viewport. The section carries the shared
- * `px-20 max-lg:px-8 max-sm:px-5` gutter and the `max-w-[1460px]` cap so the
- * card aligns with the hero's media frame above and the feature cards below.
+ * The caption ({@link ProductDemoCaption}) is the section's heading, overlaid
+ * top-centre from `lg` (72px in, so it is not pressed to the edge) and above
+ * the stage in flow below it, and it follows the scene: one title per act,
+ * crossfading as its act begins. The shared secondary outline pill, "Start
+ * building with Sim", mirrors it at the bottom centre with the same inset
+ * and the landing's animated chevron. The title is the `#3B3B3B`
+ * Andrew set for this ground. The stage itself
+ * is transparent, so the white composer and the workflow cards float straight
+ * on the paper.
+ *
+ * The stage's four edges blur and fade into the paper through the shared
+ * {@link EdgeFade} - the same progressive ramp the features rail wears, so a
+ * card the scene carries to an edge softens away instead of being cut. Over
+ * it, {@link CopyBands} adds the two strong bands the player needs and the
+ * shared strips do not carry: one under the overlaid title and one under the
+ * link, so the copy stays legible with the scene running beneath it.
+ *
+ * The stage carries the gooey composer loop - a prompt is typed and sent, the
+ * reply box goo-morphs out of the composer, Sim thinks and streams a reply,
+ * and the workflow builds - lazy-mounted via {@link ProductDemoVisualMount}
+ * so its bundle and timers only load once this below-the-fold section nears
+ * the viewport. The mount measures how far the overlaid caption reaches into
+ * the stage and hands that clearance to the loop, which keeps the scene
+ * centred in the frame yet clear of the copy, and it relays the loop's beats
+ * to the caption through {@link ProductDemoBeatProvider}.
  */
-export function ProductDemo() {
+
+/** The paper ground, the one literal on this page, paired with its dark value. */
+const PAPER = 'bg-[#F8F8F8] dark:bg-[var(--surface-2)]'
+
+/**
+ * From `lg` the frame is a player: a 2:1 aspect, a step shorter than the
+ * hero's 1648/898 stage so the section does not tower, and a width cap that
+ * keeps its height inside the screen below the 88px navbar with 40px of air
+ * above and below, so scrolling the section up under the navbar shows the
+ * whole frame at once. The cap's multiplier is the aspect.
+ */
+const FRAME_PLAYER = 'lg:aspect-[2/1] lg:max-w-[calc((100svh-168px)*2)]'
+
+/**
+ * From `lg` the title sits this far inside the frame's top edge and the link
+ * the same distance inside its bottom edge - a share of the frame's height,
+ * so both keep their distance from the edges and from the scene whatever the
+ * screen makes of the frame (107px on the 824px frame at the content cap,
+ * 82px on the 632px frame an 800px-tall screen allows). Below `lg` both are
+ * in flow with their own padding. The copy bands ({@link CopyBands}) are
+ * built on the same 13%.
+ */
+const TITLE_INSET = 'lg:top-[13%]'
+const LINK_INSET = 'lg:bottom-[13%]'
+
+const EDGE_STRIP =
+  'pointer-events-none absolute z-[5] [--paper:#F8F8F8] dark:[--paper:var(--surface-2)]'
+
+/**
+ * The strong bands, and the reason this file still draws bands of its own: the
+ * shared {@link EdgeFade} softens the scene into the ground at every edge, but
+ * it is deliberately even all the way along an edge, and the player overlays
+ * copy on two of them. From `lg` each band runs the copy's 13% inset plus 80px
+ * down from the top (the title) or up from the bottom (the link), solid at
+ * 8px of blur through the copy (its inset plus 40px) and tapering over the
+ * last 40px, and a second mask fades it out sideways, so it covers the centre
+ * where the title and the link sit and leaves the corners to the shared strip
+ * - a card passing a corner is not blurred for no reason. The bands end where
+ * the scene begins ({@link ProductDemoVisualMount} keeps the scene 81px under
+ * the copy's inset), so the composer never sits in the taper.
+ */
+const COPY_BAND =
+  'inset-x-0 h-[96px] lg:h-[calc(13%+80px)] [mask-image:linear-gradient(to_right,transparent_15%,black_34%,black_66%,transparent_85%)]'
+const COPY_BLUR = 'absolute inset-0 backdrop-blur-[8px]'
+const COPY_TOP_MASK = '[mask-image:linear-gradient(to_bottom,black_calc(100%-40px),transparent)]'
+const COPY_BOTTOM_MASK = '[mask-image:linear-gradient(to_top,black_calc(100%-40px),transparent)]'
+
+/**
+ * The two blurred bands that sit under the player's overlaid copy, above the
+ * scene and below the copy itself. The `--paper` they dissolve into is the
+ * frame's own ground.
+ */
+function CopyBands() {
   return (
-    <section
-      id='product-demo'
-      aria-labelledby='product-demo-heading'
-      className='mx-auto w-full max-w-[1460px] px-20 max-sm:px-5 max-lg:px-8'
-    >
-      <div className='grid grid-cols-[1fr_386px] gap-10 rounded-[10px] border border-[var(--border)] p-4 max-lg:grid-cols-1 max-lg:gap-6'>
+    <>
+      <div data-copy-band='top' className={cn(EDGE_STRIP, COPY_BAND, 'top-0')}>
         <div
-          aria-hidden='true'
-          className='relative h-[650px] overflow-hidden rounded-[4px] bg-[var(--surface-5)] max-sm:h-[280px] max-lg:h-[360px]'
-        >
-          <ProductDemoVisualMount />
-        </div>
+          className={cn(
+            COPY_BLUR,
+            COPY_TOP_MASK,
+            'bg-gradient-to-b from-[var(--paper)] to-transparent'
+          )}
+        />
+      </div>
+      <div data-copy-band='bottom' className={cn(EDGE_STRIP, COPY_BAND, 'bottom-0')}>
+        <div
+          className={cn(
+            COPY_BLUR,
+            COPY_BOTTOM_MASK,
+            'bg-gradient-to-t from-[var(--paper)] to-transparent'
+          )}
+        />
+      </div>
+    </>
+  )
+}
+
+export function ProductDemo() {
+  return (
+    <section id='product-demo' aria-labelledby='product-demo-heading' className='w-full'>
+      <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+        <div className={HOME_INSET}>
+          <ProductDemoBeatProvider>
+            <div
+              className={cn(
+                'relative mx-auto flex w-full flex-col overflow-hidden border border-[var(--border)]',
+                PAPER,
+                LANDING_STAGE_RADIUS,
+                FRAME_PLAYER
+              )}
+            >
+              <ProductDemoCaption
+                className={cn('px-6 pt-10 pb-6 lg:absolute lg:inset-x-0 lg:p-0', TITLE_INSET)}
+              />
+
+              {/* The scene is a picture, not a control: nothing in it takes the pointer. */}
+              <div
+                aria-hidden='true'
+                inert
+                className='pointer-events-none relative min-h-[300px] w-full flex-1 select-none overflow-hidden lg:absolute lg:inset-0 lg:min-h-0'
+              >
+                <ProductDemoVisualMount />
+                <EdgeFade ground='paper' />
+                <CopyBands />
+              </div>
 
-        <div className='flex flex-col justify-center pr-4 max-lg:pr-0 max-lg:pb-2'>
-          <div className='mb-8'>
-            <LoaderMarks />
-          </div>
-          <h2
-            id='product-demo-heading'
-            className='text-balance text-[22px] text-[var(--text-primary)] leading-[1.3] max-sm:text-[20px]'
-          >
-            Describe it. Sim builds it.
-          </h2>
-          <p className='mt-3 text-pretty text-[15px] text-[var(--text-muted)] leading-[1.6]'>
-            Describe what you want to automate in plain English. Sim acts as an AI agent builder,
-            connecting the right blocks, models, tools, and data into a working workflow that you
-            can review, customize, test, and deploy.
-          </p>
+              <div
+                className={cn(
+                  'relative z-10 mx-auto w-fit pt-4 pb-10 lg:absolute lg:inset-x-0 lg:p-0',
+                  LINK_INSET
+                )}
+              >
+                <LandingCtaLink variant='outline' href={SIGNUP_HREF} prefetch={false} withArrow>
+                  Start building with Sim
+                </LandingCtaLink>
+              </div>
+            </div>
+          </ProductDemoBeatProvider>
         </div>
       </div>
     </section>
diff --git a/apps/sim/app/(landing)/components/proof/index.ts b/apps/sim/app/(landing)/components/proof/index.ts
new file mode 100644
index 00000000000..79305c43484
--- /dev/null
+++ b/apps/sim/app/(landing)/components/proof/index.ts
@@ -0,0 +1 @@
+export { Proof } from './proof'
diff --git a/apps/sim/app/(landing)/components/proof/proof.tsx b/apps/sim/app/(landing)/components/proof/proof.tsx
new file mode 100644
index 00000000000..231c6ea7812
--- /dev/null
+++ b/apps/sim/app/(landing)/components/proof/proof.tsx
@@ -0,0 +1,22 @@
+import { cn } from '@sim/emcn'
+import {
+  HOME_INSET,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+} from '@/app/(landing)/components/landing-layout'
+import { Logos } from '@/app/(landing)/components/logos'
+
+/** Homepage customer logos between the hero preview and featured customer film. */
+export function Proof() {
+  return (
+    <section
+      id='proof'
+      aria-label='Customer logos'
+      className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}
+    >
+      <div className={cn(HOME_INSET, 'flex justify-center')}>
+        <Logos layout='row' size='proof' tone='muted' />
+      </div>
+    </section>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/prose-page/constants.ts b/apps/sim/app/(landing)/components/prose-page/constants.ts
index 4fda51fc303..8637f947204 100644
--- a/apps/sim/app/(landing)/components/prose-page/constants.ts
+++ b/apps/sim/app/(landing)/components/prose-page/constants.ts
@@ -1,3 +1,5 @@
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
+
 /**
  * Prose-layout spacing and type - the single source of truth for every gutter,
  * gap, reading-column width, and text token used across the legal pages
@@ -17,9 +19,9 @@ export const PROSE_SPACING = {
    * The one horizontal gutter, matching the navbar and footer so content starts
    * on the wordmark's vertical line at every width.
    */
-  gutter: 'px-20 max-lg:px-8 max-sm:px-5',
-  /** Outer content cap, matching navbar/footer (`mx-auto w-full max-w-[1460px]`). */
-  outerCap: 'mx-auto w-full max-w-[1460px]',
+  gutter: LANDING_GUTTER,
+  /** Outer content cap, matching navbar/footer. */
+  outerCap: LANDING_CONTENT_WIDTH,
   /** Top padding that clears the sticky navbar, matching the platform hero. */
   heroTopPadding: 'pt-[112px] max-sm:pt-20',
   /** Vertical rhythm of the content column - hero → body and section → section. */
diff --git a/apps/sim/app/(landing)/components/security/components/cert-blocs/cert-blocs.module.css b/apps/sim/app/(landing)/components/security/components/cert-blocs/cert-blocs.module.css
new file mode 100644
index 00000000000..94ac97fe582
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/components/cert-blocs/cert-blocs.module.css
@@ -0,0 +1,48 @@
+/** Unitless milliseconds keep CSS optimization from changing the replay timing units. */
+.list {
+  --draw-duration-ms: 900;
+  --detail-delay-ms: 120;
+  --entry-delay: 0ms;
+}
+
+.mark [pathLength] {
+  stroke-dasharray: 1;
+  stroke-dashoffset: 0;
+}
+
+.list:not(.drawn) .mark [pathLength] {
+  stroke-dashoffset: 1;
+}
+
+.drawn .mark [pathLength] {
+  animation: draw calc(var(--draw-duration-ms) * 1ms) ease-out var(--entry-delay) backwards;
+}
+
+.drawn .mark [data-cert-detail] [pathLength] {
+  animation-delay: calc(var(--entry-delay) + var(--detail-delay-ms) * 1ms);
+}
+
+.drawn li:nth-child(2) {
+  --entry-delay: 100ms;
+}
+
+.drawn li:nth-child(3) {
+  --entry-delay: 200ms;
+}
+
+@keyframes draw {
+  from {
+    stroke-dashoffset: 1;
+  }
+  to {
+    stroke-dashoffset: 0;
+  }
+}
+
+@media (prefers-reduced-motion: reduce) {
+  .list .mark [pathLength] {
+    stroke-dasharray: none;
+    stroke-dashoffset: 0;
+    animation: none !important;
+  }
+}
diff --git a/apps/sim/app/(landing)/components/security/components/cert-blocs/cert-blocs.test.tsx b/apps/sim/app/(landing)/components/security/components/cert-blocs/cert-blocs.test.tsx
new file mode 100644
index 00000000000..496ac9767df
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/components/cert-blocs/cert-blocs.test.tsx
@@ -0,0 +1,196 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { renderToStaticMarkup } from 'react-dom/server'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { CertBlocs } from '@/app/(landing)/components/security/components/cert-blocs'
+
+function renderCerts() {
+  return <CertBlocs href='https://trust.sim.ai/' />
+}
+
+describe('CertBlocs', () => {
+  it('matches the Features stage aspect on white card chrome with dash-normalized strokes', () => {
+    const html = renderToStaticMarkup(renderCerts())
+
+    expect(html).toContain('aspect-[5/6]')
+    expect(html).toContain('rounded-[10px]')
+    expect(html).toContain('w-[56%]')
+    expect(html).toContain('bg-[var(--surface-2)]')
+    expect(html).toContain('border-[var(--border)]')
+    expect(html).not.toContain('rounded-[12px]')
+    expect(html).toContain('href="https://trust.sim.ai/"')
+    expect(html).toContain('pathLength="1"')
+    expect(html).not.toContain('<text')
+  })
+
+  it('keeps the small privacy stars part of the normalized stroke drawing', () => {
+    const html = renderToStaticMarkup(renderCerts())
+
+    const document = new DOMParser().parseFromString(html, 'text/html')
+    const stars = document.querySelectorAll('[data-cert-stars] path')
+    expect(stars).toHaveLength(12)
+    expect([...stars].every((star) => star.getAttribute('pathLength') === '1')).toBe(true)
+    expect(html).toContain('in the Sim Trust Center')
+  })
+})
+
+describe('CertBlocs draw trigger', () => {
+  let observe: ReturnType<typeof vi.fn>
+  let disconnect: ReturnType<typeof vi.fn>
+  let observerCallback: IntersectionObserverCallback | undefined
+  let observerRoot: Element | Document | null | undefined
+  let root: Root | null
+  let host: HTMLDivElement | null
+  let port: HTMLDivElement | null
+
+  beforeEach(() => {
+    observe = vi.fn()
+    disconnect = vi.fn()
+    observerCallback = undefined
+    observerRoot = undefined
+    ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+
+    vi.stubGlobal(
+      'IntersectionObserver',
+      class {
+        constructor(callback: IntersectionObserverCallback, options?: IntersectionObserverInit) {
+          observerCallback = callback
+          observerRoot = options?.root
+        }
+        observe = observe
+        disconnect = disconnect
+        unobserve = vi.fn()
+        takeRecords = () => []
+        root = null
+        rootMargin = ''
+        thresholds = []
+      }
+    )
+
+    port = document.createElement('div')
+    port.className = 'h-screen overflow-y-auto'
+    document.body.append(port)
+    host = document.createElement('div')
+    port.append(host)
+    root = createRoot(host)
+    vi.stubGlobal('matchMedia', () => ({
+      matches: false,
+      addEventListener: () => {},
+      removeEventListener: () => {},
+    }))
+  })
+
+  afterEach(() => {
+    act(() => root?.unmount())
+    root = null
+    host?.remove()
+    host = null
+    port?.remove()
+    port = null
+    vi.unstubAllGlobals()
+  })
+
+  it('draws once when the row enters the inner landing scroll port', () => {
+    vi.stubGlobal('matchMedia', () => ({
+      matches: false,
+      addEventListener: () => {},
+      removeEventListener: () => {},
+    }))
+
+    act(() => {
+      root?.render(renderCerts())
+    })
+
+    expect(observerRoot).toBe(port)
+    expect(observe).toHaveBeenCalledTimes(1)
+
+    act(() => {
+      observerCallback?.(
+        [{ isIntersecting: true } as IntersectionObserverEntry],
+        {} as IntersectionObserver
+      )
+    })
+
+    expect(disconnect).toHaveBeenCalled()
+    expect(host?.querySelector('ul')?.className).toMatch(/drawn/)
+  })
+
+  it('shows marks fully drawn when the user prefers reduced motion', () => {
+    vi.stubGlobal('matchMedia', () => ({
+      matches: true,
+      addEventListener: () => {},
+      removeEventListener: () => {},
+    }))
+
+    act(() => {
+      root?.render(renderCerts())
+    })
+
+    expect(observe).not.toHaveBeenCalled()
+    expect(host?.querySelector('ul')?.className).toMatch(/drawn/)
+  })
+
+  it('replays the hovered GDPR mark and stars on every entry and cancels unfinished strokes', () => {
+    act(() => root?.render(renderCerts()))
+    const card = Array.from(host?.querySelectorAll('a') ?? []).find((link) =>
+      link.textContent?.startsWith('GDPR')
+    )
+    expect(card).toBeTruthy()
+    /** JSDOM does not inherit the CSS module's custom properties. */
+    card?.style.setProperty('--draw-duration-ms', '900')
+    card?.style.setProperty('--detail-delay-ms', '120')
+    const cancel = vi.fn()
+    const strokes = Array.from(host?.querySelectorAll('[pathLength]') ?? []).map((stroke) => {
+      const animate = vi.fn()
+      Object.assign(stroke, { animate, getAnimations: () => [{ cancel }] })
+      return { stroke, animate }
+    })
+
+    for (let entry = 1; entry <= 2; entry += 1) {
+      act(() => {
+        card?.dispatchEvent(new MouseEvent('pointerover', { bubbles: true }))
+      })
+
+      for (const { stroke, animate } of strokes) {
+        expect(animate).toHaveBeenCalledTimes(card?.contains(stroke) ? entry : 0)
+        if (card?.contains(stroke)) {
+          expect(animate).toHaveBeenLastCalledWith(
+            expect.any(Array),
+            expect.objectContaining({ duration: 900 })
+          )
+        }
+      }
+
+      act(() => {
+        card?.dispatchEvent(new MouseEvent('pointerout', { bubbles: true }))
+      })
+    }
+
+    expect(cancel).toHaveBeenCalledTimes((card?.querySelectorAll('[pathLength]').length ?? 0) * 2)
+  })
+
+  it('does not replay for touch entry or reduced motion', () => {
+    act(() => root?.render(renderCerts()))
+    const card = host?.querySelector('a')
+    const animate = vi.fn()
+    for (const stroke of host?.querySelectorAll('[pathLength]') ?? []) {
+      Object.assign(stroke, { animate, getAnimations: () => [] })
+    }
+
+    const touch = new MouseEvent('pointerover', { bubbles: true })
+    Object.defineProperty(touch, 'pointerType', { value: 'touch' })
+    act(() => card?.dispatchEvent(touch))
+    expect(animate).not.toHaveBeenCalled()
+
+    vi.stubGlobal('matchMedia', () => ({
+      matches: true,
+      addEventListener: () => {},
+      removeEventListener: () => {},
+    }))
+    act(() => card?.dispatchEvent(new MouseEvent('pointerover', { bubbles: true })))
+    expect(animate).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/(landing)/components/security/components/cert-blocs/cert-blocs.tsx b/apps/sim/app/(landing)/components/security/components/cert-blocs/cert-blocs.tsx
new file mode 100644
index 00000000000..75b48705b90
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/components/cert-blocs/cert-blocs.tsx
@@ -0,0 +1,160 @@
+'use client'
+
+import { useEffect, useRef, useState } from 'react'
+import { cn } from '@sim/emcn'
+import { HOME_TYPE } from '@/app/(landing)/components/landing-layout'
+import styles from '@/app/(landing)/components/security/components/cert-blocs/cert-blocs.module.css'
+import {
+  DetailsArrow,
+  GdprMark,
+  Iso27001Mark,
+  Soc2TypeIiMark,
+} from '@/app/(landing)/components/security/icons'
+
+const SCROLL_PORT_SELECTOR = '.overflow-y-auto'
+const MARK_STROKES = '[pathLength]'
+const CERT_MUTED = 'text-[var(--text-muted)]'
+
+const CERTIFICATIONS = [
+  { title: 'SOC 2 Type II', Mark: Soc2TypeIiMark },
+  { title: 'ISO 27001', Mark: Iso27001Mark },
+  { title: 'GDPR', Mark: GdprMark },
+] as const
+
+interface CertBlocsProps {
+  href: string
+}
+
+const OUTBOUND_LINK = {
+  target: '_blank',
+  rel: 'noopener noreferrer',
+} as const
+
+/** Cancel only the mark's stroke animations, leaving the card's color transitions alone. */
+function cancelDraws(scope: Element) {
+  for (const stroke of scope.querySelectorAll<SVGGeometryElement>(MARK_STROKES)) {
+    for (const animation of stroke.getAnimations?.() ?? []) animation.cancel()
+  }
+}
+
+/** Replay from the first stroke without remounting the SVG or changing the card's geometry. */
+function replayMark(card: HTMLAnchorElement) {
+  if (window.matchMedia('(prefers-reduced-motion: reduce)').matches) return
+
+  const computed = getComputedStyle(card)
+  const duration = Number(computed.getPropertyValue('--draw-duration-ms'))
+  const detailDelay = Number(computed.getPropertyValue('--detail-delay-ms'))
+  cancelDraws(card)
+
+  for (const stroke of card.querySelectorAll<SVGGeometryElement>(MARK_STROKES)) {
+    stroke.animate?.([{ strokeDashoffset: '1' }, { strokeDashoffset: '0' }], {
+      duration,
+      delay: stroke.closest('[data-cert-detail]') ? detailDelay : 0,
+      easing: 'ease-out',
+      fill: 'backwards',
+    })
+  }
+}
+
+/**
+ * Certification cards with a one-time entrance draw and independent hover or
+ * keyboard-focus replays. Reduced motion keeps every mark fully drawn.
+ */
+export function CertBlocs({ href }: CertBlocsProps) {
+  const listRef = useRef<HTMLUListElement>(null)
+  const [drawn, setDrawn] = useState(false)
+
+  useEffect(() => {
+    const list = listRef.current
+    if (!list) return
+
+    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
+    const root = list.closest(SCROLL_PORT_SELECTOR)
+    let observer: IntersectionObserver | null = null
+
+    const handleMotionPreference = () => {
+      if (!media.matches) return
+      observer?.disconnect()
+      cancelDraws(list)
+      setDrawn(true)
+    }
+
+    if (media.matches || typeof IntersectionObserver === 'undefined' || !root) {
+      setDrawn(true)
+    } else {
+      observer = new IntersectionObserver(
+        ([entry]) => {
+          if (!entry?.isIntersecting) return
+          observer?.disconnect()
+          setDrawn(true)
+        },
+        { root, threshold: 0.3 }
+      )
+      observer.observe(list)
+    }
+
+    media.addEventListener('change', handleMotionPreference)
+    return () => {
+      observer?.disconnect()
+      media.removeEventListener('change', handleMotionPreference)
+      cancelDraws(list)
+    }
+  }, [])
+
+  return (
+    <ul
+      ref={listRef}
+      className={cn(
+        'grid grid-cols-3 gap-6 max-sm:grid-cols-1 max-sm:gap-4',
+        styles.list,
+        drawn && styles.drawn
+      )}
+    >
+      {CERTIFICATIONS.map(({ title, Mark }) => (
+        <li key={title}>
+          <a
+            href={href}
+            {...OUTBOUND_LINK}
+            onPointerEnter={(event) => {
+              if (event.pointerType === 'touch') return
+              setDrawn(true)
+              replayMark(event.currentTarget)
+            }}
+            onFocus={(event) => {
+              if (!event.currentTarget.matches(':focus-visible')) return
+              setDrawn(true)
+              replayMark(event.currentTarget)
+            }}
+            className={cn(
+              'group flex aspect-[5/6] flex-col items-center bg-[var(--surface-2)] px-8 pt-10 pb-10 text-center',
+              'rounded-[10px] border border-[var(--border)] max-sm:px-6 max-sm:pb-8',
+              'transition-[border-color] duration-200 ease-out hover-hover:hover:border-[var(--text-muted)] motion-reduce:transition-none',
+              'focus-visible:outline focus-visible:outline-1 focus-visible:outline-[var(--text-primary)] focus-visible:outline-offset-4'
+            )}
+          >
+            <span className='flex w-full flex-1 items-center justify-center'>
+              <Mark
+                className={cn(
+                  'w-[56%] transition-colors duration-200 ease-out hover-hover:group-hover:text-[var(--text-secondary)] group-focus-visible:text-[var(--text-secondary)] motion-reduce:transition-none',
+                  CERT_MUTED,
+                  styles.mark
+                )}
+              />
+            </span>
+            <span className='text-[18px] text-[var(--text-primary)] leading-[1.3]'>{title}</span>
+            <span
+              className={cn(
+                'mt-2 inline-flex items-center gap-1 text-[var(--text-secondary)]',
+                'transition-colors duration-150 ease-out hover-hover:group-hover:text-[var(--text-primary)]',
+                HOME_TYPE.meta
+              )}
+            >
+              Details<span className='sr-only'> in the Sim Trust Center</span>
+              <DetailsArrow className='size-[12px]' />
+            </span>
+          </a>
+        </li>
+      ))}
+    </ul>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/security/components/cert-blocs/index.ts b/apps/sim/app/(landing)/components/security/components/cert-blocs/index.ts
new file mode 100644
index 00000000000..148dcd666db
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/components/cert-blocs/index.ts
@@ -0,0 +1 @@
+export { CertBlocs } from './cert-blocs'
diff --git a/apps/sim/app/(landing)/components/security/components/workspace-controls/index.ts b/apps/sim/app/(landing)/components/security/components/workspace-controls/index.ts
new file mode 100644
index 00000000000..7eb41c7a8da
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/components/workspace-controls/index.ts
@@ -0,0 +1 @@
+export { WorkspaceControls } from './workspace-controls'
diff --git a/apps/sim/app/(landing)/components/security/components/workspace-controls/workspace-controls.test.tsx b/apps/sim/app/(landing)/components/security/components/workspace-controls/workspace-controls.test.tsx
new file mode 100644
index 00000000000..38dd5c8e826
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/components/workspace-controls/workspace-controls.test.tsx
@@ -0,0 +1,45 @@
+/**
+ * @vitest-environment node
+ */
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+}))
+
+import { WorkspaceControls } from '@/app/(landing)/components/security/components/workspace-controls/workspace-controls'
+
+describe('WorkspaceControls', () => {
+  it('renders six untitled controls on an even three-column grid', () => {
+    const html = renderToStaticMarkup(<WorkspaceControls />)
+
+    expect(html).toContain('id="controls"')
+    expect(html).toContain('aria-label="Workspace controls"')
+    expect(html).toContain('grid-cols-3')
+    expect(html).toContain('max-lg:grid-cols-2')
+    expect(html).toContain('max-sm:grid-cols-1')
+    expect(html.match(/<li /g)).toHaveLength(6)
+    expect(html).toContain('>SSO &amp; SCIM</h3>')
+    expect(html).toContain('>Self-hosting</h3>')
+    expect(html).not.toContain('Open source')
+  })
+
+  it('shifts every mark off the 64-grid origin so its stroke sits flush with the text', () => {
+    const html = renderToStaticMarkup(<WorkspaceControls />)
+    const viewBoxes = [...html.matchAll(/viewBox="([^"]+)"/g)].map(([, value]) => value)
+
+    expect(viewBoxes).toHaveLength(6)
+    for (const viewBox of viewBoxes) {
+      const [minX] = viewBox.split(' ').map(Number)
+      expect(minX).toBeGreaterThan(12)
+    }
+  })
+
+  it('carries no heading of its own', () => {
+    const html = renderToStaticMarkup(<WorkspaceControls />)
+
+    expect(html).not.toContain('How the workspace runs')
+    expect(html).not.toContain('<h2')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/security/components/workspace-controls/workspace-controls.tsx b/apps/sim/app/(landing)/components/security/components/workspace-controls/workspace-controls.tsx
new file mode 100644
index 00000000000..8f5a2fbb589
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/components/workspace-controls/workspace-controls.tsx
@@ -0,0 +1,101 @@
+import type { ComponentType } from 'react'
+import { cn } from '@sim/emcn'
+import {
+  HOME_INSET,
+  HOME_TYPE,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+} from '@/app/(landing)/components/landing-layout'
+import type { SecurityMarkProps } from '@/app/(landing)/components/security/icons'
+import {
+  AuditRecordsMark,
+  DataRetentionMark,
+  PermissionGroupsMark,
+  SelfHostingMark,
+  SpendControlsMark,
+  SsoMark,
+} from '@/app/(landing)/components/security/icons'
+
+/**
+ * Everything under the title — the mark and the description — drops to the
+ * page's lightest text tier, so each cell reads title first and the outline
+ * mark never competes with it.
+ */
+const CONTROL_QUIET = 'text-[var(--text-secondary)]'
+
+/**
+ * The feature rail's caption measure (15px/1.45), so a control reads as the
+ * same kind of copy as the card captions directly above it. Not in
+ * {@link HOME_TYPE}, whose scale steps 14 → 16 straight past the caption size
+ * the rail and the lifecycle grid both set by hand.
+ */
+const CONTROL_COPY = 'text-[15px] leading-[1.45]'
+
+interface Control {
+  title: string
+  description: string
+  Mark: ComponentType<SecurityMarkProps>
+}
+
+const CONTROLS: readonly Control[] = [
+  {
+    title: 'SSO & SCIM',
+    description: 'Connect your identity provider for sign-in and automatic member provisioning.',
+    Mark: SsoMark,
+  },
+  {
+    title: 'Permission groups',
+    description: 'Control which models, integrations, and tools each group can use.',
+    Mark: PermissionGroupsMark,
+  },
+  {
+    title: 'Spend controls',
+    description: 'Set organization and per-member usage limits, with cost tracked by workspace.',
+    Mark: SpendControlsMark,
+  },
+  {
+    title: 'Audit records',
+    description: 'Sim records security-relevant changes and traces every run.',
+    Mark: AuditRecordsMark,
+  },
+  {
+    title: 'Data retention',
+    description: 'Sim lets each workspace set how long run data is kept.',
+    Mark: DataRetentionMark,
+  },
+  {
+    title: 'Self-hosting',
+    description: 'Run Sim in your own cloud with Docker or Kubernetes.',
+    Mark: SelfHostingMark,
+  },
+] as const
+
+/** Six workspace capabilities grouped in a shared panel below the product rail. */
+export function WorkspaceControls() {
+  return (
+    <section
+      id='controls'
+      aria-label='Workspace controls'
+      className={cn('flex w-full flex-col', LANDING_CONTENT_WIDTH, LANDING_GUTTER)}
+    >
+      <div className={cn(HOME_INSET, 'pt-12 max-sm:pt-8')}>
+        <ul className='grid grid-cols-3 gap-px overflow-hidden rounded-xl border border-[var(--border)] bg-[var(--border)] max-sm:grid-cols-1 max-lg:grid-cols-2'>
+          {CONTROLS.map(({ title, description, Mark }) => (
+            <li
+              key={title}
+              className='flex flex-col items-start gap-3 bg-[var(--surface-2)] p-7 max-sm:p-6'
+            >
+              <Mark className={cn('size-[56px]', CONTROL_QUIET)} />
+              <div>
+                <h3 className={cn('text-[var(--text-primary)]', HOME_TYPE.body)}>{title}</h3>
+                <p className={cn('mt-1.5 max-w-[30ch] text-pretty', CONTROL_QUIET, CONTROL_COPY)}>
+                  {description}
+                </p>
+              </div>
+            </li>
+          ))}
+        </ul>
+      </div>
+    </section>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/security/icons.tsx b/apps/sim/app/(landing)/components/security/icons.tsx
new file mode 100644
index 00000000000..88d042da201
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/icons.tsx
@@ -0,0 +1,216 @@
+import type { ReactNode } from 'react'
+
+export interface SecurityMarkProps {
+  className?: string
+}
+
+const FEATURE_STROKE = {
+  fill: 'none',
+  stroke: 'currentColor',
+  strokeWidth: 1.55,
+  strokeLinecap: 'round',
+  strokeLinejoin: 'round',
+} as const
+
+const CERT_STROKE = {
+  fill: 'none',
+  stroke: 'currentColor',
+  strokeWidth: 1,
+  strokeLinecap: 'round',
+  strokeLinejoin: 'round',
+  pathLength: 1,
+} as const
+
+/**
+ * A feature mark's viewBox, shifted so the drawing starts at the box's left
+ * edge.
+ *
+ * The marks are drawn centred on the 64-unit grid, which leaves ~14 units of
+ * air before the first stroke. Stacked above its label in a flex column that
+ * reads as the icon being indented from the text, and the air differs per mark
+ * (a circle's leftmost point sits further in than a rect's edge), so the six
+ * do not even indent alike. Moving the viewBox origin to the mark's own stroke
+ * edge slides the drawing flush left at the same scale, without redrawing
+ * geometry or cropping it — the box keeps its 64-unit width, so the freed
+ * space falls on the right where nothing is anchored.
+ *
+ * `geometryLeft` is the mark's leftmost path coordinate; half the stroke sits
+ * outside it, and that outer edge is what has to land on the text's left edge.
+ */
+function flushLeftBox(geometryLeft: number): string {
+  return `${geometryLeft - FEATURE_STROKE.strokeWidth / 2} 0 64 64`
+}
+
+interface MarkSvgProps {
+  className?: string
+  viewBox: string
+  children: ReactNode
+}
+
+function MarkSvg({ className, viewBox, children }: MarkSvgProps) {
+  return (
+    <svg
+      className={className}
+      viewBox={viewBox}
+      fill='none'
+      overflow='visible'
+      xmlns='http://www.w3.org/2000/svg'
+      aria-hidden='true'
+    >
+      {children}
+    </svg>
+  )
+}
+
+export function SsoMark({ className }: SecurityMarkProps) {
+  return (
+    <MarkSvg className={className} viewBox={flushLeftBox(14)}>
+      <rect x='14' y='18' width='36' height='28' rx='4' {...FEATURE_STROKE} />
+      <circle cx='26' cy='32' r='5' {...FEATURE_STROKE} />
+      <path d='M21 41c1.4-3.2 3.6-4.8 5-4.8s3.6 1.6 5 4.8' {...FEATURE_STROKE} />
+      <circle cx='42' cy='30' r='3.2' {...FEATURE_STROKE} />
+      <path d='M42 33.2v5.3l1.8 1.2' {...FEATURE_STROKE} />
+    </MarkSvg>
+  )
+}
+
+export function PermissionGroupsMark({ className }: SecurityMarkProps) {
+  return (
+    <MarkSvg className={className} viewBox={flushLeftBox(26 - 11)}>
+      <circle cx='26' cy='28' r='11' {...FEATURE_STROKE} />
+      <circle cx='38' cy='28' r='11' {...FEATURE_STROKE} />
+      <circle cx='32' cy='40' r='11' {...FEATURE_STROKE} />
+    </MarkSvg>
+  )
+}
+
+export function SpendControlsMark({ className }: SecurityMarkProps) {
+  return (
+    <MarkSvg className={className} viewBox={flushLeftBox(32 - 18)}>
+      <circle cx='32' cy='32' r='18' {...FEATURE_STROKE} />
+      <path d='M32 18v4M32 42v4M18 32h4M42 32h4' {...FEATURE_STROKE} />
+      <path d='M32 32 42 24' {...FEATURE_STROKE} />
+      <circle cx='32' cy='32' r='2.2' {...FEATURE_STROKE} />
+    </MarkSvg>
+  )
+}
+
+export function AuditRecordsMark({ className }: SecurityMarkProps) {
+  return (
+    <MarkSvg className={className} viewBox={flushLeftBox(18 - 2.2)}>
+      <path d='M18 16v32' {...FEATURE_STROKE} />
+      <circle cx='18' cy='22' r='2.2' {...FEATURE_STROKE} />
+      <circle cx='18' cy='32' r='2.2' {...FEATURE_STROKE} />
+      <circle cx='18' cy='42' r='2.2' {...FEATURE_STROKE} />
+      <path d='M24 22h22M24 32h16M24 42h20' {...FEATURE_STROKE} />
+    </MarkSvg>
+  )
+}
+
+export function DataRetentionMark({ className }: SecurityMarkProps) {
+  return (
+    <MarkSvg className={className} viewBox={flushLeftBox(32 - 16)}>
+      <circle cx='32' cy='34' r='16' {...FEATURE_STROKE} />
+      <path d='M32 22v12l8 5' {...FEATURE_STROKE} />
+      <path d='M28 12h8M32 12v6' {...FEATURE_STROKE} />
+      <path d='M44.5 23.5a16 16 0 0 1 3.5 10.5' {...FEATURE_STROKE} />
+    </MarkSvg>
+  )
+}
+
+export function SelfHostingMark({ className }: SecurityMarkProps) {
+  return (
+    <MarkSvg className={className} viewBox={flushLeftBox(14)}>
+      <rect x='14' y='16' width='36' height='14' rx='3' {...FEATURE_STROKE} />
+      <rect x='14' y='34' width='36' height='14' rx='3' {...FEATURE_STROKE} />
+      <circle cx='20' cy='23' r='1.5' {...FEATURE_STROKE} />
+      <circle cx='20' cy='41' r='1.5' {...FEATURE_STROKE} />
+      <path d='M28 23h16M28 41h16' {...FEATURE_STROKE} />
+    </MarkSvg>
+  )
+}
+
+/** A softly shouldered shield and a centered check, drawn on the shared 96-unit grid. */
+export function Soc2TypeIiMark({ className }: SecurityMarkProps) {
+  return (
+    <MarkSvg className={className} viewBox='0 0 96 96'>
+      <path
+        d='M48 16 73 25q4 1.5 4 6v18c0 14-11 24-29 31-18-7-29-17-29-31V31q0-4.5 4-6Z'
+        {...CERT_STROKE}
+      />
+      <g data-cert-detail=''>
+        <path d='m35 48 9 9 17-18' {...CERT_STROKE} />
+      </g>
+    </MarkSvg>
+  )
+}
+
+/** An airy globe with a single elliptical meridian and three balanced latitude lines. */
+export function Iso27001Mark({ className }: SecurityMarkProps) {
+  return (
+    <MarkSvg className={className} viewBox='0 0 96 96'>
+      <circle cx='48' cy='48' r='31' {...CERT_STROKE} />
+      <g data-cert-detail=''>
+        <ellipse cx='48' cy='48' rx='13' ry='31' {...CERT_STROKE} />
+        <path d='M17 48h62' {...CERT_STROKE} />
+        <path d='M21.45 32h53.1M21.45 64h53.1' {...CERT_STROKE} />
+      </g>
+    </MarkSvg>
+  )
+}
+
+const GDPR_STAR_CENTERS = [
+  [48, 24],
+  [60, 27.2],
+  [68.8, 36],
+  [72, 48],
+  [68.8, 60],
+  [60, 68.8],
+  [48, 72],
+  [36, 68.8],
+  [27.2, 60],
+  [24, 48],
+  [27.2, 36],
+  [36, 27.2],
+] as const
+
+/** A compact privacy lock surrounded by twelve fine stars inside the circular boundary. */
+export function GdprMark({ className }: SecurityMarkProps) {
+  return (
+    <MarkSvg className={className} viewBox='0 0 96 96'>
+      <circle cx='48' cy='48' r='31' {...CERT_STROKE} />
+      <g data-cert-detail=''>
+        <g data-cert-stars=''>
+          {GDPR_STAR_CENTERS.map(([x, y]) => (
+            <path
+              key={`${x}-${y}`}
+              transform={`translate(${x} ${y})`}
+              d='M0-2.5 .65-.89 2.38-.77 1.05.34 1.47 2.02 0 1.1-1.47 2.02-1.05.34-2.38-.77-.65-.89Z'
+              {...CERT_STROKE}
+              strokeWidth={0.65}
+            />
+          ))}
+        </g>
+        <path d='M41 44v-6a7 7 0 0 1 14 0v6' {...CERT_STROKE} />
+        <rect x='36' y='44' width='24' height='20' rx='4' {...CERT_STROKE} />
+        <circle cx='48' cy='53' r='1.8' {...CERT_STROKE} />
+        <path d='M48 54.8v3.7' {...CERT_STROKE} />
+      </g>
+    </MarkSvg>
+  )
+}
+
+export function DetailsArrow({ className }: SecurityMarkProps) {
+  return (
+    <MarkSvg className={className} viewBox='0 0 12 12'>
+      <path
+        d='M3.2 8.8 8.8 3.2M4.2 3.2h4.6V7.8'
+        fill='none'
+        stroke='currentColor'
+        strokeWidth='1.2'
+        strokeLinecap='round'
+        strokeLinejoin='round'
+      />
+    </MarkSvg>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/security/index.ts b/apps/sim/app/(landing)/components/security/index.ts
new file mode 100644
index 00000000000..e5ab1184de7
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/index.ts
@@ -0,0 +1,2 @@
+export { WorkspaceControls } from './components/workspace-controls'
+export { Security } from './security'
diff --git a/apps/sim/app/(landing)/components/security/security.test.tsx b/apps/sim/app/(landing)/components/security/security.test.tsx
new file mode 100644
index 00000000000..dcaa8d50768
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/security.test.tsx
@@ -0,0 +1,42 @@
+/**
+ * @vitest-environment node
+ */
+import type { AnchorHTMLAttributes } from 'react'
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  ChipLink: ({
+    variant: _variant,
+    ...props
+  }: AnchorHTMLAttributes<HTMLAnchorElement> & { variant?: string }) => <a {...props} />,
+  cn: (...values: Array<string | false | null | undefined>) => values.filter(Boolean).join(' '),
+}))
+
+import { Security } from '@/app/(landing)/components/security/security'
+
+describe('Security', () => {
+  it('renders the governance intro and white certification blocs', () => {
+    const html = renderToStaticMarkup(<Security />)
+
+    expect(html).toContain('id="security"')
+    expect(html).not.toContain('min-h-[100dvh]')
+    expect(html).toContain('>Central governance for enterprise AI</h2>')
+    expect(html).toContain(
+      'Sim is one place to control who can build agents, what they can use, and how the workspace runs.'
+    )
+    expect(html).toContain('>SOC 2 Type II</span>')
+    expect(html).toContain('>ISO 27001</span>')
+    expect(html).toContain('>GDPR</span>')
+    expect(html).toContain('href="https://trust.sim.ai/"')
+    expect(html).toContain('bg-[var(--surface-2)]')
+    expect(html).toContain('aspect-[5/6]')
+    expect(html).toContain('rounded-[10px]')
+    expect(html).not.toContain('rounded-[12px]')
+    expect(html).not.toContain('How the workspace runs')
+    expect(html).not.toContain('Self-hosting')
+    expect(html).not.toContain('SOC2 compliant')
+    expect(html).not.toContain('HIPAA')
+    expect(html).not.toContain('CCPA')
+  })
+})
diff --git a/apps/sim/app/(landing)/components/security/security.tsx b/apps/sim/app/(landing)/components/security/security.tsx
new file mode 100644
index 00000000000..db5374e7315
--- /dev/null
+++ b/apps/sim/app/(landing)/components/security/security.tsx
@@ -0,0 +1,63 @@
+import { cn } from '@sim/emcn'
+import { LandingCtaLink } from '@/app/(landing)/components/landing-cta-link'
+import {
+  HOME_INSET,
+  HOME_TYPE,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+} from '@/app/(landing)/components/landing-layout'
+import { CertBlocs } from '@/app/(landing)/components/security/components/cert-blocs'
+
+/**
+ * The governance beat: the certification claim, the Trust Center link, and the
+ * confirmed certifications as three Carbon blocs on the page ground. SOC 2
+ * lives only in this certification row. The operational controls grid is its
+ * own section under the feature rail — see `WorkspaceControls`.
+ */
+
+const TRUST_CENTER_HREF = 'https://trust.sim.ai/'
+
+const OUTBOUND_LINK = {
+  target: '_blank',
+  rel: 'noopener noreferrer',
+} as const
+
+export function Security() {
+  return (
+    <section
+      id='security'
+      aria-labelledby='security-heading'
+      className={cn('flex w-full flex-col', LANDING_CONTENT_WIDTH, LANDING_GUTTER)}
+    >
+      <div className={cn('flex flex-col gap-20 max-sm:gap-10 max-lg:gap-14', HOME_INSET)}>
+        <div className='flex w-full items-start justify-between gap-10 max-sm:gap-5 max-xl:flex-col'>
+          <h2
+            id='security-heading'
+            className={cn(
+              'max-w-[16ch] text-balance text-[var(--text-primary)] md:w-1/2',
+              HOME_TYPE.h2
+            )}
+          >
+            Central governance for enterprise AI
+          </h2>
+          <div className='flex w-[min(28rem,40%)] flex-col items-start max-xl:w-full'>
+            <p className={cn('max-w-[34ch] text-pretty text-[var(--text-body)]', HOME_TYPE.lead)}>
+              Sim is one place to control who can build agents, what they can use, and how the
+              workspace runs.
+            </p>
+            <LandingCtaLink
+              href={TRUST_CENTER_HREF}
+              {...OUTBOUND_LINK}
+              variant='outline'
+              className='mt-5'
+            >
+              Trust Center
+            </LandingCtaLink>
+          </div>
+        </div>
+
+        <CertBlocs href={TRUST_CENTER_HREF} />
+      </div>
+    </section>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/shared/cli-graphic/cli-graphic.module.css b/apps/sim/app/(landing)/components/shared/cli-graphic/cli-graphic.module.css
new file mode 100644
index 00000000000..496d29d7c4f
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/cli-graphic/cli-graphic.module.css
@@ -0,0 +1,209 @@
+.scene {
+  position: absolute;
+  inset: 0;
+  container-type: size;
+}
+
+.canvas {
+  position: absolute;
+  inset: 0;
+  isolation: isolate;
+  overflow: hidden;
+}
+.graph {
+  position: absolute;
+  left: 50%;
+  top: 18px;
+  width: 900px;
+  height: 280px;
+  transform: translateX(-50%);
+  transform-origin: top center;
+}
+.runIcon {
+  position: relative;
+  display: grid;
+  place-items: center;
+  width: 22px;
+  height: 22px;
+  transform: translate(8px, 1px);
+}
+.windowDots {
+  display: flex;
+  gap: 6px;
+}
+.windowDots i {
+  width: 9px;
+  height: 9px;
+  background: var(--text-subtle);
+  border-radius: 50%;
+}
+.inputFlag {
+  padding-left: 16px;
+  animation: arguments 12s steps(20, end) infinite;
+}
+.response {
+  margin-top: 10px;
+  color: var(--text-secondary);
+}
+.response > span {
+  display: block;
+  width: max-content;
+  max-width: 100%;
+  white-space: nowrap;
+}
+.started {
+  margin: 0;
+  animation: response-first 12s steps(34, end) infinite;
+}
+.running {
+  animation: response-second 12s steps(33, end) infinite;
+}
+.completed {
+  animation: response-third 12s steps(37, end) infinite;
+}
+@keyframes response-first {
+  0%,
+  41%,
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
+  51%,
+  94% {
+    clip-path: inset(0);
+  }
+}
+@keyframes response-second {
+  0%,
+  52%,
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
+  62%,
+  94% {
+    clip-path: inset(0);
+  }
+}
+@keyframes response-third {
+  0%,
+  63%,
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
+  72%,
+  94% {
+    clip-path: inset(0);
+  }
+}
+
+.terminal {
+  position: absolute;
+  z-index: 10;
+  right: 16px;
+  bottom: 16px;
+  left: 16px;
+  overflow: hidden;
+  border: 1px solid var(--border);
+  border-radius: 12px;
+  background: var(--surface-2);
+  box-shadow: var(--shadow-medium);
+}
+
+.titlebar {
+  display: grid;
+  grid-template-columns: 1fr auto 1fr;
+  align-items: center;
+  gap: 10px;
+  height: 44px;
+  padding: 0 16px;
+  border-bottom: 1px solid var(--border);
+  background: var(--surface-1);
+}
+
+.transcript {
+  padding: 16px;
+  font-family: var(--font-geist-mono), ui-monospace, monospace;
+  font-size: 11px;
+  line-height: 20px;
+}
+
+.command,
+.arguments {
+  display: block;
+  white-space: nowrap;
+  clip-path: inset(0 0 0 0);
+}
+
+.command {
+  animation: command 12s steps(19, end) infinite;
+}
+
+.arguments {
+  width: max-content;
+  animation: arguments 12s steps(23, end) infinite;
+}
+
+.completed {
+  color: var(--text-primary);
+}
+
+@keyframes command {
+  0%,
+  8% {
+    clip-path: inset(0 100% 0 0);
+  }
+  24%,
+  94% {
+    clip-path: inset(0 0 0 0);
+  }
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
+}
+
+@keyframes arguments {
+  0%,
+  24% {
+    clip-path: inset(0 100% 0 0);
+  }
+  40%,
+  94% {
+    clip-path: inset(0 0 0 0);
+  }
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
+}
+
+@container (max-height: 350px) {
+  .graph {
+    top: 10px;
+    transform: translateX(-50%) scale(0.7);
+  }
+  .terminal {
+    right: 12px;
+    bottom: 12px;
+    left: 12px;
+  }
+  .titlebar {
+    padding: 0 10px;
+    gap: 6px;
+  }
+  .windowDots {
+    gap: 4px;
+  }
+  .windowDots i {
+    width: 7px;
+    height: 7px;
+  }
+  .transcript {
+    padding: 10px;
+    font-size: 10px;
+    line-height: 17px;
+  }
+}
+@media (prefers-reduced-motion: reduce) {
+  .scene *,
+  .scene *::after {
+    animation: none;
+  }
+}
diff --git a/apps/sim/app/(landing)/components/shared/cli-graphic/cli-graphic.tsx b/apps/sim/app/(landing)/components/shared/cli-graphic/cli-graphic.tsx
new file mode 100644
index 00000000000..680162f9503
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/cli-graphic/cli-graphic.tsx
@@ -0,0 +1,131 @@
+'use client'
+
+import { cn } from '@sim/emcn'
+import { TerminalWindow } from '@sim/emcn/icons'
+import { ThinkingLoader } from '@/components/ui/thinking-loader'
+import { StageBlockCard } from '@/app/(landing)/components/hero/components/hero-platform-loop/stage-block-card'
+import { STAGE_BLOCKS } from '@/app/(landing)/components/hero/components/hero-platform-loop/stage-data'
+import {
+  horizontalHandleAnchors,
+  smoothStep,
+} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+import styles from '@/app/(landing)/components/shared/cli-graphic/cli-graphic.module.css'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics/feature-graphic-shell'
+
+const WORKFLOW_BLOCKS = [
+  {
+    ...STAGE_BLOCKS[0],
+    id: 'cli-start',
+    name: 'Start',
+    x: 30,
+    y: 145,
+    position: 'left-[30px] top-[145px]',
+  },
+  {
+    ...STAGE_BLOCKS[1],
+    id: 'cli-agent',
+    name: 'Support agent',
+    x: 325,
+    y: 65,
+    position: 'left-[325px] top-[65px]',
+    sentence: {
+      segments: ['Prompt', { subBlockId: 'model', noun: 'model' }],
+      values: { model: 'Claude Sonnet' },
+    },
+  },
+  {
+    ...STAGE_BLOCKS[2],
+    id: 'cli-output',
+    name: 'Format reply',
+    x: 620,
+    y: 135,
+    position: 'left-[620px] top-[135px]',
+  },
+]
+
+/** A CLI run streams a sample reply while its support-agent node is thinking. */
+export function CliGraphic() {
+  return (
+    <FeatureGraphicShell variant='portrait'>
+      <div aria-hidden='true' className={styles.scene}>
+        <div className={styles.canvas}>
+          <div className={styles.graph}>
+            <svg
+              className='absolute inset-0 size-full overflow-visible'
+              viewBox='0 0 900 280'
+              fill='none'
+            >
+              {WORKFLOW_BLOCKS.slice(1).map((block, index) => {
+                const source = horizontalHandleAnchors(WORKFLOW_BLOCKS[index]).out
+                const target = horizontalHandleAnchors(block).in
+                return (
+                  <path
+                    key={block.id}
+                    d={smoothStep(source.x, source.y, target.x, target.y)}
+                    stroke='var(--text-secondary)'
+                    strokeWidth={1.5}
+                  />
+                )
+              })}
+            </svg>
+            {WORKFLOW_BLOCKS.map((block, index) => (
+              <div key={block.id} className={cn('absolute', block.position)}>
+                <StageBlockCard
+                  block={block}
+                  orientation='horizontal'
+                  selected={index === 1}
+                  decorative
+                  decorativeRunIcon={
+                    index === 1 ? (
+                      <span className={styles.runIcon}>
+                        <ThinkingLoader variant='thinking' size={22} tone='inherit' />
+                      </span>
+                    ) : undefined
+                  }
+                />
+              </div>
+            ))}
+          </div>
+          <EdgeFade ground='surface' edges={['top', 'left', 'right', 'bottom']} depth='preview' />
+        </div>
+
+        <div className={styles.terminal}>
+          <div className={styles.titlebar}>
+            <span className={styles.windowDots}>
+              <i />
+              <i />
+              <i />
+            </span>
+            <span className='flex items-center gap-2 text-[var(--text-secondary)] text-caption'>
+              <TerminalWindow className='size-[14px]' />
+              Terminal
+            </span>
+            <span aria-hidden='true' />
+          </div>
+          <div className={styles.transcript}>
+            <div className='mb-3 flex gap-2 text-[var(--text-primary)]'>
+              <span className='text-[var(--text-muted)]'>❯</span>
+              <span>Draft a reply to this ticket.</span>
+            </div>
+            <div className='flex gap-2 text-[var(--text-primary)]'>
+              <span className='text-[var(--text-muted)]'>$</span>
+              <code className={styles.command}>sim workflows run \</code>
+            </div>
+            <div className='pl-4 text-[var(--text-secondary)]'>
+              <code className={styles.arguments}>&quot;$WORKFLOW_ID&quot; --follow \</code>
+            </div>
+            <div className={styles.inputFlag}>
+              <code>--input @ticket.json</code>
+            </div>
+            <div className={styles.response}>
+              <span className={styles.started}>Hi Alex, happy to help.</span>
+              <span className={styles.running}>Open Settings → Security,</span>
+              <span className={styles.completed}>then select Reset password.</span>
+            </div>
+          </div>
+        </div>
+      </div>
+    </FeatureGraphicShell>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/shared/code-window-graphic/code-window-graphic.module.css b/apps/sim/app/(landing)/components/shared/code-window-graphic/code-window-graphic.module.css
index 392d31f5a79..06550b63ef1 100644
--- a/apps/sim/app/(landing)/components/shared/code-window-graphic/code-window-graphic.module.css
+++ b/apps/sim/app/(landing)/components/shared/code-window-graphic/code-window-graphic.module.css
@@ -1,62 +1,188 @@
-/**
- * The CodeWindowGraphic's motion: the code lines stamp in top to bottom
- * one after another — the audit tile's one-shot settle, never re-played;
- * the caret blink is Tailwind's `animate-pulse`, disabled through its
- * own `motion-reduce:animate-none`. Under prefers-reduced-motion the
- * lines render fully settled.
- */
+.window {
+  width: 100%;
+  overflow: hidden;
+  border: 1px solid var(--border);
+  border-radius: 12px;
+  background: var(--surface-2);
+  box-shadow: var(--shadow-medium);
+}
+
+.titlebar {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  height: 44px;
+  padding: 0 16px;
+  border-bottom: 1px solid var(--border);
+  background: var(--surface-1);
+}
+
+.windowDot {
+  width: 9px;
+  height: 9px;
+  background: var(--text-subtle);
+  border-radius: 50%;
+}
 
-.line0,
-.line1,
-.line2,
-.line3,
-.line4,
-.line5 {
-  animation: code-window-line-in 0.5s cubic-bezier(0.22, 1, 0.36, 1) backwards;
+.body {
+  min-height: 266px;
+  padding: 24px;
+  overflow-x: auto;
 }
 
-.line0 {
-  animation-delay: 0.35s;
+.lines {
+  width: max-content;
+  min-width: 100%;
+  font-family: var(--font-geist-mono), ui-monospace, monospace;
+  font-size: 13px;
+  line-height: 25px;
+  color: var(--text-primary);
 }
 
-.line1 {
-  animation-delay: 0.5s;
+.row {
+  display: flex;
+  align-items: baseline;
+  gap: 12px;
+  width: max-content;
+  animation: reveal 18s steps(32, end) infinite;
 }
 
-.line2 {
-  animation-delay: 0.65s;
+.prompt {
+  width: 10px;
+  flex-shrink: 0;
+  color: var(--text-secondary);
 }
 
-.line3 {
-  animation-delay: 0.8s;
+.continuation {
+  color: var(--text-muted);
 }
 
-.line4 {
-  animation-delay: 0.95s;
+.typed {
+  white-space: pre;
 }
 
-.line5 {
-  animation-delay: 1.1s;
+.commandGroup {
+  margin-top: 14px;
+}
+
+.row:nth-child(2) {
+  animation-name: second;
+}
+.row:nth-child(3) {
+  animation-name: third;
+}
+.row:nth-child(4) {
+  animation-name: fourth;
+}
+.row:nth-child(5) {
+  animation-name: fifth;
+}
+.row:nth-child(6) {
+  animation-name: sixth;
+}
+
+@keyframes reveal {
+  0%,
+  3% {
+    clip-path: inset(0 100% 0 0);
+  }
+  14%,
+  96% {
+    clip-path: inset(0);
+  }
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
+}
+@keyframes second {
+  0%,
+  18% {
+    clip-path: inset(0 100% 0 0);
+  }
+  29%,
+  96% {
+    clip-path: inset(0);
+  }
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
+}
+@keyframes third {
+  0%,
+  30% {
+    clip-path: inset(0 100% 0 0);
+  }
+  41%,
+  96% {
+    clip-path: inset(0);
+  }
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
+}
+@keyframes fourth {
+  0%,
+  48% {
+    clip-path: inset(0 100% 0 0);
+  }
+  59%,
+  96% {
+    clip-path: inset(0);
+  }
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
+}
+@keyframes fifth {
+  0%,
+  60% {
+    clip-path: inset(0 100% 0 0);
+  }
+  71%,
+  96% {
+    clip-path: inset(0);
+  }
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
+}
+@keyframes sixth {
+  0%,
+  74% {
+    clip-path: inset(0 100% 0 0);
+  }
+  85%,
+  96% {
+    clip-path: inset(0);
+  }
+  100% {
+    clip-path: inset(0 100% 0 0);
+  }
 }
 
-@keyframes code-window-line-in {
-  from {
-    opacity: 0;
-    transform: translateY(-4px);
+@media (max-width: 640px) {
+  .body {
+    min-height: 244px;
+    padding: 18px 14px;
+  }
+  .lines {
+    width: 100%;
+    font-size: 11px;
+    line-height: 23px;
+  }
+  .row {
+    gap: 8px;
+    width: 100%;
   }
-  to {
-    opacity: 1;
-    transform: translateY(0);
+  .typed {
+    min-width: 0;
+    white-space: pre-wrap;
+    overflow-wrap: anywhere;
   }
 }
 
 @media (prefers-reduced-motion: reduce) {
-  .line0,
-  .line1,
-  .line2,
-  .line3,
-  .line4,
-  .line5 {
+  .row {
     animation: none;
   }
 }
diff --git a/apps/sim/app/(landing)/components/shared/code-window-graphic/code-window-graphic.tsx b/apps/sim/app/(landing)/components/shared/code-window-graphic/code-window-graphic.tsx
index 6f2f27e03fa..3fac9c70c50 100644
--- a/apps/sim/app/(landing)/components/shared/code-window-graphic/code-window-graphic.tsx
+++ b/apps/sim/app/(landing)/components/shared/code-window-graphic/code-window-graphic.tsx
@@ -1,108 +1,61 @@
-import type { ReactNode } from 'react'
 import { cn } from '@sim/emcn'
+import { TerminalWindow } from '@sim/emcn/icons'
 import styles from '@/app/(landing)/components/shared/code-window-graphic/code-window-graphic.module.css'
-import colorMixFallbacks from '@/app/(landing)/components/shared/color-mix-fallbacks/color-mix-fallbacks.module.css'
-import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics'
 
-/** One inline run of code text inside a {@link CodeWindowGraphic} line. */
-export interface CodeSegment {
-  /** Segment text. */
-  text: string
-  /** Ink treatment on the dark tile: `muted` scaffolding or `primary` payload. */
-  tone?: 'muted' | 'primary'
-}
+/** The compact preview sequences up to six visual command rows. */
+export type CodeWindowCommands =
+  | readonly [string]
+  | readonly [string, string]
+  | readonly [string, string, string]
+  | readonly [string, string, string, string]
+  | readonly [string, string, string, string, string]
+  | readonly [string, string, string, string, string, string]
 
 interface CodeWindowGraphicProps {
-  /**
-   * Title-bar mark, rendered inside the outlined `size-6` icon box - pass a
-   * `size-[14px]` icon in `--text-muted-inverse` to match the family.
-   */
-  icon: ReactNode
-  /** Filename shown beside the icon in the title bar. */
   filename: string
-  /** Code excerpt, one segment array per line - at most six lines animate. */
-  lines: readonly (readonly CodeSegment[])[]
+  commands: CodeWindowCommands
 }
 
-/** Per-line stamp-in classes - the stagger order is baked into each class's delay. */
-const LINE_STEP_CLASSES = [
-  styles.line0,
-  styles.line1,
-  styles.line2,
-  styles.line3,
-  styles.line4,
-  styles.line5,
-] as const
-
-/** Segment inks on the dark tile - the deploy tile's dark-surface palette. */
-const SEGMENT_TONE_CLASS = {
-  muted: 'text-[var(--text-muted-inverse)]',
-  primary: 'text-[var(--text-inverse)]',
-} as const
-
-/** Shared hairline ink for the window outline, header rule, and icon box. */
-const OUTLINE_INK = colorMixFallbacks.inverseBorder45
-
-/**
- * The dark-tile outlined editor window shared by the platform pages' "from
- * code" feature graphics (Workflows, Knowledge, Tables, Files): the
- * agent-code tile's exact slot geometry (`top-5`, `left-0`, bleeding off
- * the right and bottom edges, `rounded-tl-xl`) drawn as an outlined shell -
- * faint `--text-muted-inverse` hairlines with the dark tile showing
- * through, the deploy tile's browser-window vocabulary. Its `h-12` title
- * bar pairs the caller's icon (in an outlined `size-6` icon box, the
- * lifecycle header's treatment in dark ink) with the caller's filename
- * over a hairline rule.
- *
- * Inside, the caller's code excerpt sits settled in mono - scaffolding in
- * `--text-muted-inverse`, payload in `--text-inverse` - with a blinking
- * caret holding the last line. The lines stamp in top to bottom once (from
- * `code-window-graphic.module.css`, the audit tile's one-shot settle);
- * under `prefers-reduced-motion` the excerpt renders fully settled with no
- * caret blink.
- */
-export function CodeWindowGraphic({ icon, filename, lines }: CodeWindowGraphicProps) {
+/** A complete terminal window with sequentially typed, documentation-backed CLI examples. */
+export function CodeWindowGraphic({ filename, commands }: CodeWindowGraphicProps) {
   return (
-    <FeatureGraphicShell>
-      <div
-        aria-hidden='true'
-        className={cn(
-          'absolute top-5 right-0 bottom-0 left-0 rounded-tl-xl border-t border-l',
-          OUTLINE_INK
-        )}
-      >
-        <div className={cn('flex h-12 items-center gap-2 border-b px-4', OUTLINE_INK)}>
-          <span
-            className={cn('flex size-6 items-center justify-center rounded-md border', OUTLINE_INK)}
-          >
-            {icon}
-          </span>
-          <span className='text-[var(--text-inverse)] text-base'>{filename}</span>
+    <div className={styles.window}>
+      <div className={styles.titlebar}>
+        <div aria-hidden='true' className='flex items-center gap-1.5'>
+          <span className={styles.windowDot} />
+          <span className={styles.windowDot} />
+          <span className={styles.windowDot} />
         </div>
-
-        <div className='space-y-2 p-4 font-mono text-[var(--text-muted-inverse)] text-caption leading-[1.7]'>
-          {lines.map((line, index) => (
-            <div key={index} className={cn('flex gap-3', LINE_STEP_CLASSES[index])}>
-              <span className='w-3 select-none text-right text-[var(--text-muted-inverse)]'>
-                {index + 1}
-              </span>
-              <code className='truncate whitespace-pre'>
-                {line.map((segment, segmentIndex) => (
-                  <span
-                    key={segmentIndex}
-                    className={segment.tone && SEGMENT_TONE_CLASS[segment.tone]}
-                  >
-                    {segment.text}
-                  </span>
-                ))}
-                {index === lines.length - 1 && (
-                  <span className='ml-px inline-block h-[1.1em] w-px translate-y-[2px] animate-pulse bg-[var(--text-inverse)] align-text-bottom motion-reduce:animate-none' />
-                )}
-              </code>
-            </div>
-          ))}
+        <span className='flex items-center gap-2 text-[var(--text-secondary)] text-caption'>
+          <TerminalWindow className='size-[14px]' />
+          Terminal
+        </span>
+        <span className='text-[var(--text-muted)] text-xs'>zsh</span>
+      </div>
+      <div className={styles.body}>
+        <div className='mb-5 font-mono text-[var(--text-muted)] text-xs'>
+          ~/sim/{filename.replace(/\.sh$/, '')}
+        </div>
+        <div className='sr-only'>
+          <pre>{commands.join('\n')}</pre>
+        </div>
+        <div aria-hidden='true' className={styles.lines}>
+          {commands.map((command, index) => {
+            const continuation = index > 0 && commands[index - 1].trimEnd().endsWith('\\')
+            return (
+              <div
+                key={`${index}-${command}`}
+                className={cn(styles.row, !continuation && index > 0 && styles.commandGroup)}
+              >
+                <span className={cn(styles.prompt, continuation && styles.continuation)}>
+                  {continuation ? '›' : '$'}
+                </span>
+                <code className={styles.typed}>{command.trimStart()}</code>
+              </div>
+            )
+          })}
         </div>
       </div>
-    </FeatureGraphicShell>
+    </div>
   )
 }
diff --git a/apps/sim/app/(landing)/components/shared/code-window-graphic/index.ts b/apps/sim/app/(landing)/components/shared/code-window-graphic/index.ts
index e60af359512..617ca13198d 100644
--- a/apps/sim/app/(landing)/components/shared/code-window-graphic/index.ts
+++ b/apps/sim/app/(landing)/components/shared/code-window-graphic/index.ts
@@ -1 +1 @@
-export { type CodeSegment, CodeWindowGraphic } from './code-window-graphic'
+export { CodeWindowGraphic } from './code-window-graphic'
diff --git a/apps/sim/app/(landing)/components/shared/edge-fade/edge-fade.module.css b/apps/sim/app/(landing)/components/shared/edge-fade/edge-fade.module.css
new file mode 100644
index 00000000000..b8373929592
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/edge-fade/edge-fade.module.css
@@ -0,0 +1,110 @@
+/**
+ * The progressive blur ramp behind `EdgeFade`.
+ *
+ * One strip carries five stacked layers over the same box. Each blurs harder
+ * than the one below it and is masked to a window that sits one step closer to
+ * the screen edge, so backdrop filters compound where the windows overlap and
+ * the blur climbs from nothing at the inner edge to its full strength at the
+ * outer one - a ramp, not the single band a lone `backdrop-filter` gives.
+ *
+ * `--edge-fade-direction` is set by the strip and points from the inner edge
+ * (0%) to the screen edge (100%), so one set of window stops serves all four
+ * edges. Each window is three steps wide against a one-step stride, so it
+ * overlaps both of its neighbours and no step boundary can read as a band.
+ * Smoothness comes from that overlap rather than from the layer count, which
+ * is why five layers ramp as cleanly as eight for a fraction of the fill cost:
+ * every layer is a separate backdrop read, and the rail recomputes all of them
+ * on every frame it scrolls.
+ */
+
+.edgeTop {
+  --edge-fade-direction: to top;
+}
+
+.edgeBottom {
+  --edge-fade-direction: to bottom;
+}
+
+.edgeLeft {
+  --edge-fade-direction: to left;
+}
+
+.edgeRight {
+  --edge-fade-direction: to right;
+}
+
+.layer {
+  position: absolute;
+  inset: 0;
+  pointer-events: none;
+  -webkit-backdrop-filter: blur(var(--edge-fade-blur));
+  backdrop-filter: blur(var(--edge-fade-blur));
+  -webkit-mask-image: linear-gradient(
+    var(--edge-fade-direction),
+    transparent var(--edge-fade-from),
+    #000 var(--edge-fade-in),
+    #000 var(--edge-fade-out),
+    transparent var(--edge-fade-to)
+  );
+  mask-image: linear-gradient(
+    var(--edge-fade-direction),
+    transparent var(--edge-fade-from),
+    #000 var(--edge-fade-in),
+    #000 var(--edge-fade-out),
+    transparent var(--edge-fade-to)
+  );
+}
+
+.layer0 {
+  --edge-fade-blur: 0.3px;
+  --edge-fade-from: 0%;
+  --edge-fade-in: 20%;
+  --edge-fade-out: 40%;
+  --edge-fade-to: 60%;
+}
+
+.layer1 {
+  --edge-fade-blur: 1px;
+  --edge-fade-from: 20%;
+  --edge-fade-in: 40%;
+  --edge-fade-out: 60%;
+  --edge-fade-to: 80%;
+}
+
+.layer2 {
+  --edge-fade-blur: 2px;
+  --edge-fade-from: 40%;
+  --edge-fade-in: 60%;
+  --edge-fade-out: 80%;
+  --edge-fade-to: 100%;
+}
+
+.layer3 {
+  --edge-fade-blur: 4px;
+  --edge-fade-from: 60%;
+  --edge-fade-in: 80%;
+  --edge-fade-out: 100%;
+  --edge-fade-to: 120%;
+}
+
+.layer4 {
+  --edge-fade-blur: 8px;
+  --edge-fade-from: 80%;
+  --edge-fade-in: 100%;
+  --edge-fade-out: 120%;
+  --edge-fade-to: 140%;
+}
+
+/**
+ * The ground wash that closes the strip. It paints above the blur so blurred
+ * content still dissolves into the page colour, and its mask squares off the
+ * gradient's own falloff so the wash has no visible end either. The colour
+ * itself is a Tailwind token on the element.
+ */
+.wash {
+  position: absolute;
+  inset: 0;
+  pointer-events: none;
+  -webkit-mask-image: linear-gradient(var(--edge-fade-direction), transparent, #000);
+  mask-image: linear-gradient(var(--edge-fade-direction), transparent, #000);
+}
diff --git a/apps/sim/app/(landing)/components/shared/edge-fade/edge-fade.tsx b/apps/sim/app/(landing)/components/shared/edge-fade/edge-fade.tsx
new file mode 100644
index 00000000000..0b7efbd08be
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/edge-fade/edge-fade.tsx
@@ -0,0 +1,127 @@
+import { cn } from '@sim/emcn'
+import styles from '@/app/(landing)/components/shared/edge-fade/edge-fade.module.css'
+
+/** A side of a scene that can be softened into the ground behind it. */
+export type Edge = 'top' | 'bottom' | 'left' | 'right'
+
+const ALL_EDGES = ['top', 'bottom', 'left', 'right'] as const satisfies readonly Edge[]
+
+/**
+ * Shared chrome for every strip: it never takes the pointer and it rides above
+ * the scene but below any copy overlaid on the same stage (which sits at
+ * `z-10`). It carries no filter, mask, or opacity of its own - any of those
+ * would make it a backdrop root and leave its layers with nothing to blur.
+ */
+const STRIP = 'pointer-events-none absolute z-[5]'
+
+/** Where each strip sits against its positioned ancestor. */
+const PLACE = {
+  top: 'inset-x-0 top-0',
+  bottom: 'inset-x-0 bottom-0',
+  left: 'inset-y-0 left-0',
+  right: 'inset-y-0 right-0',
+} as const satisfies Record<Edge, string>
+
+/**
+ * The direction a strip's gradients run, as the module reads it: from the
+ * inner edge at 0% to the screen edge at 100%.
+ */
+const DIRECTION = {
+  top: styles.edgeTop,
+  bottom: styles.edgeBottom,
+  left: styles.edgeLeft,
+  right: styles.edgeRight,
+} as const satisfies Record<Edge, string>
+
+/**
+ * Which way the ground wash pours - strongest at the screen edge, gone by the
+ * inner one, so the scene dissolves into the page rather than only softening.
+ */
+const WASH = {
+  top: 'bg-gradient-to-b',
+  bottom: 'bg-gradient-to-t',
+  left: 'bg-gradient-to-r',
+  right: 'bg-gradient-to-l',
+} as const satisfies Record<Edge, string>
+
+/**
+ * The blur ramp, innermost layer first. Each step roughly doubles the last and
+ * is masked one step nearer the screen edge; the module holds the windows and
+ * explains why the count stops at five.
+ */
+const RAMP = [styles.layer0, styles.layer1, styles.layer2, styles.layer3, styles.layer4] as const
+
+/** Which dimension a strip's depth sets. */
+const AXIS = { top: 'y', bottom: 'y', left: 'x', right: 'x' } as const
+
+/**
+ * How far a strip reaches in from its edge.
+ *
+ * - `preview` - a compact nav preview keeps the fade within a 40px inset.
+ * - `stage` - a scene that owns its whole band has room to spare, so the fade
+ *   takes the depth it wants at every width.
+ * - `bleed` - a scene that reaches past its content column only as far as the
+ *   page lets it. Wide screens leave plenty of room, but the narrow tiers
+ *   leave exactly the page gutter, so the depth steps down to match it
+ *   (`max-lg` → `px-8`, `max-md` → `px-7`) and the fade never lands on the
+ *   column itself.
+ */
+const DEPTH = {
+  preview: { x: 'w-10', y: 'h-10' },
+  stage: { x: 'w-[72px] lg:w-[144px]', y: 'h-[96px] lg:h-[128px]' },
+  bleed: { x: 'w-[144px] max-md:w-7 max-lg:w-8', y: 'h-[128px] max-md:h-7 max-lg:h-8' },
+} as const
+
+/**
+ * The grounds a scene can dissolve into. `canvas` is the page's own ground;
+ * `paper` is the `#F8F8F8` band of the product-demo stage - the one literal
+ * here, paired with the same `--surface-2` the stage takes on the dark
+ * ground. `surface` matches the `--surface-3` ground of compact nav previews.
+ */
+const GROUND = {
+  surface: 'from-[var(--surface-3)]',
+  canvas: 'from-[var(--bg)]',
+  paper: 'from-[#F8F8F8] dark:from-[var(--surface-2)]',
+} as const
+
+interface EdgeFadeProps {
+  /** The ground the strips dissolve into - the surface the scene sits on. */
+  ground: keyof typeof GROUND
+  /** Which edges to soften. Every edge by default. */
+  edges?: readonly Edge[]
+  /** How far each strip reaches in from its edge. */
+  depth?: keyof typeof DEPTH
+}
+
+/**
+ * Blurred, fading edges on a scene: one strip per edge, softening and
+ * dissolving whatever the scene carries to that edge into the ground behind
+ * it, so content ends in a blur instead of a cut.
+ *
+ * The blur is progressive - all but sharp where the strip meets the scene,
+ * climbing to its full strength at the screen edge, with no onset to catch the
+ * eye. Five masked `backdrop-filter` layers compound into that ramp; the
+ * ground wash then pours over the top of them.
+ *
+ * The strips are absolutely positioned against the nearest positioned
+ * ancestor, so that ancestor decides the area they frame - a stage box for a
+ * scene that fills it, or a dedicated overlay box for a scene (a full-bleed
+ * rail) that reaches past its own layout column.
+ */
+export function EdgeFade({ ground, edges = ALL_EDGES, depth = 'stage' }: EdgeFadeProps) {
+  return (
+    <>
+      {edges.map((edge) => (
+        <div
+          key={edge}
+          className={cn(STRIP, DIRECTION[edge], PLACE[edge], DEPTH[depth][AXIS[edge]])}
+        >
+          {RAMP.map((layer) => (
+            <div key={layer} className={cn(styles.layer, layer)} />
+          ))}
+          <div className={cn(styles.wash, WASH[edge], GROUND[ground], 'to-transparent')} />
+        </div>
+      ))}
+    </>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/shared/edge-fade/index.ts b/apps/sim/app/(landing)/components/shared/edge-fade/index.ts
new file mode 100644
index 00000000000..a59cfb97e80
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/edge-fade/index.ts
@@ -0,0 +1 @@
+export { type Edge, EdgeFade } from './edge-fade'
diff --git a/apps/sim/app/(landing)/components/shared/hero-loop-shell/hero-loop-shell.tsx b/apps/sim/app/(landing)/components/shared/hero-loop-shell/hero-loop-shell.tsx
index 5badb42cd2d..5a84c8785cb 100644
--- a/apps/sim/app/(landing)/components/shared/hero-loop-shell/hero-loop-shell.tsx
+++ b/apps/sim/app/(landing)/components/shared/hero-loop-shell/hero-loop-shell.tsx
@@ -1,6 +1,7 @@
 'use client'
 
 import type { ReactNode } from 'react'
+import { cn } from '@sim/emcn'
 import { PLATFORM_LOOP_DESIGN } from '@/app/(landing)/components/shared/platform-loop-constants'
 import { ResponsiveDesignStage } from '@/app/(landing)/components/shared/responsive-design-stage'
 import {
@@ -19,16 +20,16 @@ interface HeroLoopShellProps {
   workflows: readonly string[]
   /** Sidebar row to highlight; unset keeps New chat active. */
   activeItem?: EnterpriseSidebarProps['activeItem']
+  /** Native keeps product chrome at its real CSS size; scaled fits fixed captures. */
+  mode?: 'native' | 'scaled'
   /** The workspace pane's contents, rendered inside the inset pane gutter. */
   children: ReactNode
 }
 
 /**
- * The platform heroes' shared responsive stage. The whole preview remains
- * ordinary HTML, fitted from its fixed 1280x735 design space by
- * {@link ResponsiveDesignStage}; SVG is reserved for native workflow paths.
- * This keeps the sidebar and every animated descendant in one browser-safe
- * layout coordinate system across Safari, Chromium, and Firefox.
+ * Shared product shell for landing previews. Scaled mode preserves fixed
+ * product captures; native mode lets the homepage use real CSS dimensions so
+ * the 238px sidebar and 14px product type are never magnified.
  */
 export function HeroLoopShell({
   workspaceName = 'Brightwave',
@@ -36,8 +37,30 @@ export function HeroLoopShell({
   chats,
   workflows,
   activeItem,
+  mode = 'scaled',
   children,
 }: HeroLoopShellProps) {
+  const workspace = (
+    <>
+      <div data-preview-sidebar='' className={cn(mode === 'native' && 'max-md:hidden')}>
+        <EnterpriseSidebar
+          workspaceName={workspaceName}
+          profileName={profileName}
+          chats={chats}
+          workflows={workflows}
+          activeItem={activeItem}
+        />
+      </div>
+      <div className='h-full min-w-0 flex-1 py-[7px] pr-[8px] max-md:pl-[8px]'>{children}</div>
+    </>
+  )
+
+  if (mode === 'native') {
+    return (
+      <div className='absolute inset-0 flex overflow-hidden bg-[var(--surface-1)]'>{workspace}</div>
+    )
+  }
+
   return (
     <ResponsiveDesignStage
       width={PLATFORM_LOOP_DESIGN.width}
@@ -46,14 +69,7 @@ export function HeroLoopShell({
       className='pointer-events-none absolute inset-0'
       contentClassName='flex bg-[var(--surface-1)]'
     >
-      <EnterpriseSidebar
-        workspaceName={workspaceName}
-        profileName={profileName}
-        chats={chats}
-        workflows={workflows}
-        activeItem={activeItem}
-      />
-      <div className='h-full min-w-0 flex-1 py-[7px] pr-[8px]'>{children}</div>
+      {workspace}
     </ResponsiveDesignStage>
   )
 }
diff --git a/apps/sim/app/(landing)/components/shared/product-preview/index.ts b/apps/sim/app/(landing)/components/shared/product-preview/index.ts
new file mode 100644
index 00000000000..01e52a98348
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/product-preview/index.ts
@@ -0,0 +1,2 @@
+export type { ProductPreviewKind } from './product-preview'
+export { ProductPreview } from './product-preview'
diff --git a/apps/sim/app/(landing)/components/shared/product-preview/product-preview.tsx b/apps/sim/app/(landing)/components/shared/product-preview/product-preview.tsx
new file mode 100644
index 00000000000..a73ede04589
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/product-preview/product-preview.tsx
@@ -0,0 +1,99 @@
+'use client'
+
+import type { ComponentType } from 'react'
+import dynamic from 'next/dynamic'
+import { useLazyMount } from '@/app/(landing)/hooks/use-lazy-mount'
+
+/**
+ * The five Sim products with a live landing loop, keyed by product, plus the
+ * platform suite's two scenes: `agents` (Sim's chat building a workflow on
+ * the real stage) and `governance` (the organization's overview).
+ */
+export type ProductPreviewKind =
+  | 'workflows'
+  | 'knowledge'
+  | 'tables'
+  | 'files'
+  | 'logs'
+  | 'agents'
+  | 'governance'
+
+/**
+ * `ssr: false` deep imports so no loop's client bundle - the editor stage,
+ * the module tables, the third-party icon set they pull in - ships in the
+ * server-rendered HTML for sections that start below the fold. Each product's
+ * chunk loads only once its preview is actually requested.
+ */
+const PREVIEWS: Record<ProductPreviewKind, ComponentType> = {
+  workflows: dynamic(
+    () =>
+      import('@/app/(landing)/workflows/components/workflows-editor-loop').then(
+        (mod) => mod.WorkflowsEditorLoop
+      ),
+    { ssr: false }
+  ),
+  knowledge: dynamic(
+    () =>
+      import('@/app/(landing)/knowledge/components/knowledge-hero-loop').then(
+        (mod) => mod.KnowledgeHeroLoop
+      ),
+    { ssr: false }
+  ),
+  tables: dynamic(
+    () =>
+      import('@/app/(landing)/tables/components/tables-hero-loop').then(
+        (mod) => mod.TablesHeroLoop
+      ),
+    { ssr: false }
+  ),
+  files: dynamic(
+    () =>
+      import('@/app/(landing)/files/components/files-hero-loop').then((mod) => mod.FilesHeroLoop),
+    { ssr: false }
+  ),
+  logs: dynamic(
+    () => import('@/app/(landing)/logs/components/logs-hero-loop').then((mod) => mod.LogsHeroLoop),
+    { ssr: false }
+  ),
+  agents: dynamic(
+    () =>
+      import('@/app/(landing)/components/platform-suite/components/build-agents-loop').then(
+        (mod) => mod.BuildAgentsLoop
+      ),
+    { ssr: false }
+  ),
+  governance: dynamic(
+    () =>
+      import('@/app/(landing)/components/platform-suite/components/governance-loop').then(
+        (mod) => mod.GovernanceLoop
+      ),
+    { ssr: false }
+  ),
+}
+
+interface ProductPreviewProps {
+  /** Which product's live loop to mount. */
+  kind: ProductPreviewKind
+}
+
+/**
+ * Client mount for one product's live platform loop - the same loops each
+ * product page runs in its hero, reused on the homepage so every preview of
+ * a Sim product is the product's own UI rather than a capture.
+ *
+ * Gated on viewport proximity via {@link useLazyMount} so a below-the-fold
+ * window pulls neither the loop's JS nor its timers into the initial
+ * homepage load. The host reserves the window's dimensions, so the empty
+ * mount holds the slot with zero layout shift. Swapping `kind` on a mounted
+ * preview swaps the loop in place; the viewport gate is already open.
+ */
+export function ProductPreview({ kind }: ProductPreviewProps) {
+  const { ref, inView } = useLazyMount('400px')
+  const Loop = PREVIEWS[kind]
+
+  return (
+    <div ref={ref} className='absolute inset-0'>
+      {inView && <Loop />}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/shared/product-window/index.ts b/apps/sim/app/(landing)/components/shared/product-window/index.ts
new file mode 100644
index 00000000000..d1455a1aff9
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/product-window/index.ts
@@ -0,0 +1 @@
+export { ProductWindow } from './product-window'
diff --git a/apps/sim/app/(landing)/components/shared/product-window/product-window.test.tsx b/apps/sim/app/(landing)/components/shared/product-window/product-window.test.tsx
new file mode 100644
index 00000000000..70fab58316f
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/product-window/product-window.test.tsx
@@ -0,0 +1,30 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  cn: (...values: Array<string | false | undefined>) => values.filter(Boolean).join(' '),
+}))
+vi.mock('@/app/(landing)/components/shared/product-preview', () => ({
+  ProductPreview: () => (
+    <>
+      <textarea aria-label='Preview composer' />
+      <button type='button'>Run workflow</button>
+    </>
+  ),
+}))
+
+import { ProductWindow } from '@/app/(landing)/components/shared/product-window/product-window'
+
+describe('ProductWindow accessibility', () => {
+  it('isolates reused product controls inside an inert decorative region', () => {
+    const host = document.createElement('div')
+    host.innerHTML = renderToStaticMarkup(<ProductWindow kind='agents' />)
+
+    for (const control of host.querySelectorAll('textarea, button')) {
+      expect(control.closest('[inert][aria-hidden="true"]')).toBe(host.firstElementChild)
+    }
+  })
+})
diff --git a/apps/sim/app/(landing)/components/shared/product-window/product-window.tsx b/apps/sim/app/(landing)/components/shared/product-window/product-window.tsx
new file mode 100644
index 00000000000..cd2ec8f7fed
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/product-window/product-window.tsx
@@ -0,0 +1,53 @@
+import { cn } from '@sim/emcn'
+import {
+  LANDING_STAGE_WINDOW_RADIUS,
+  LANDING_WINDOW_SHADOW,
+} from '@/app/(landing)/components/landing-layout'
+import {
+  ProductPreview,
+  type ProductPreviewKind,
+} from '@/app/(landing)/components/shared/product-preview'
+
+interface ProductWindowProps {
+  /** Which Sim product's live loop fills the window. */
+  kind: ProductPreviewKind
+  /**
+   * Placement inside the host frame - `top-*` / `left-*` insets and a width,
+   * typically wider than the frame so the window bleeds off its right and
+   * bottom edges. Never chrome.
+   */
+  className?: string
+}
+
+/**
+ * The homepage's elevated product window: the hero window's exact chrome
+ * (8px radius, `--surface-1` fill, the hairline-ring + layered soft shadow)
+ * locked to the live loops' 1280x735 design aspect, holding one product's
+ * {@link ProductPreview}.
+ *
+ * It is always placed INSIDE a grayscale placement frame, offset from the
+ * frame's top-left corner and oversized so its right and bottom edges run
+ * past the frame's clip - the enterprise sites this page is modeled on
+ * present product UI as a zoomed-in peek at part of the product, not as a
+ * complete miniature. The aspect lock means the loop's responsive stage
+ * always fills the window edge to edge at one uniform scale.
+ *
+ * Decorative: the window is inert and `aria-hidden` so the copy beside it
+ * stays the only accessible content and preview controls cannot take focus.
+ */
+export function ProductWindow({ kind, className }: ProductWindowProps) {
+  return (
+    <div
+      aria-hidden='true'
+      inert
+      className={cn(
+        'absolute aspect-[1280/735] overflow-hidden bg-[var(--surface-1)]',
+        LANDING_STAGE_WINDOW_RADIUS,
+        LANDING_WINDOW_SHADOW,
+        className
+      )}
+    >
+      <ProductPreview kind={kind} />
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/shared/two-block-workflow-preview/index.ts b/apps/sim/app/(landing)/components/shared/two-block-workflow-preview/index.ts
new file mode 100644
index 00000000000..02425fa82e8
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/two-block-workflow-preview/index.ts
@@ -0,0 +1 @@
+export { TwoBlockWorkflowPreview } from './two-block-workflow-preview'
diff --git a/apps/sim/app/(landing)/components/shared/two-block-workflow-preview/two-block-workflow-preview.tsx b/apps/sim/app/(landing)/components/shared/two-block-workflow-preview/two-block-workflow-preview.tsx
new file mode 100644
index 00000000000..14bca217d08
--- /dev/null
+++ b/apps/sim/app/(landing)/components/shared/two-block-workflow-preview/two-block-workflow-preview.tsx
@@ -0,0 +1,68 @@
+'use client'
+
+import { StageBlockCard } from '@/app/(landing)/components/hero/components/hero-platform-loop/stage-block-card'
+import {
+  type BlockDef,
+  horizontalHandleAnchors,
+  smoothStep,
+} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+
+interface TwoBlockWorkflowPreviewProps {
+  /** The upstream card, drawn at the fixed left slot. */
+  source: BlockDef
+  /** The downstream card, drawn selected at the fixed right slot. */
+  target: BlockDef
+}
+
+/**
+ * Two production block cards wired left to right on a centered 640×360
+ * stage, with the edge entering from the left gutter and leaving through the
+ * right one so the flow reads as a fragment of a longer workflow. The cards
+ * sit at the slots their `x`/`y` describe (24/72 and 340/180).
+ */
+export function TwoBlockWorkflowPreview({ source, target }: TwoBlockWorkflowPreviewProps) {
+  const sourceAnchors = horizontalHandleAnchors(source)
+  const targetAnchors = horizontalHandleAnchors(target)
+
+  return (
+    <div className='absolute inset-0 isolate overflow-hidden bg-[var(--bg)]'>
+      <div className='-translate-x-1/2 max-sm:-translate-x-[70%] absolute top-8 left-1/2 h-[360px] w-[640px]'>
+        <svg
+          aria-hidden='true'
+          className='absolute inset-0 size-full'
+          viewBox='0 0 640 360'
+          fill='none'
+        >
+          <path
+            d={`M0 ${sourceAnchors.in.y} H${sourceAnchors.in.x}`}
+            stroke='var(--border)'
+            strokeWidth='1.5'
+          />
+          <path
+            d={smoothStep(
+              sourceAnchors.out.x,
+              sourceAnchors.out.y,
+              targetAnchors.in.x,
+              targetAnchors.in.y
+            )}
+            stroke='var(--text-icon)'
+            strokeWidth='1.5'
+          />
+          <path
+            d={`M${targetAnchors.out.x} ${targetAnchors.out.y} H640`}
+            stroke='var(--border)'
+            strokeWidth='1.5'
+          />
+        </svg>
+        <div className='absolute top-[72px] left-6'>
+          <StageBlockCard block={source} orientation='horizontal' decorative />
+        </div>
+        <div className='absolute top-[180px] left-[340px]'>
+          <StageBlockCard block={target} orientation='horizontal' selected decorative />
+        </div>
+      </div>
+      <EdgeFade ground='canvas' edges={['left', 'right']} depth='preview' />
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/site-structured-data/site-structured-data.tsx b/apps/sim/app/(landing)/components/site-structured-data/site-structured-data.tsx
index c0bd3372cb7..a4b8fa24914 100644
--- a/apps/sim/app/(landing)/components/site-structured-data/site-structured-data.tsx
+++ b/apps/sim/app/(landing)/components/site-structured-data/site-structured-data.tsx
@@ -11,7 +11,7 @@ const SITE_JSON_LD = {
       alternateName: 'Sim Studio',
       legalName: 'Sim, Inc',
       description:
-        'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Connect 1,000+ integrations and every major LLM to create agents that automate real work.',
+        'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Connect hundreds of integrations and every major LLM to create agents that automate real work.',
       url: SITE_URL,
       foundingDate: '2025',
       address: {
@@ -60,7 +60,7 @@ const SITE_JSON_LD = {
       url: SITE_URL,
       name: 'Sim, The AI Workspace | Build, Deploy & Manage AI Agents',
       description:
-        'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Connect 1,000+ integrations and every major LLM. Join 100,000+ builders.',
+        'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Connect hundreds of integrations and every major LLM. Join 100,000+ builders.',
       publisher: { '@id': `${SITE_URL}#organization` },
       inLanguage: 'en-US',
     },
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-card-row/components/solutions-card-row-header/solutions-card-row-header.tsx b/apps/sim/app/(landing)/components/solutions-page/components/solutions-card-row/components/solutions-card-row-header/solutions-card-row-header.tsx
index 35cdff51c39..dc1ba9a7132 100644
--- a/apps/sim/app/(landing)/components/solutions-page/components/solutions-card-row/components/solutions-card-row-header/solutions-card-row-header.tsx
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-card-row/components/solutions-card-row-header/solutions-card-row-header.tsx
@@ -25,11 +25,11 @@ export function SolutionsCardRowHeader({ row, headingId }: SolutionsCardRowHeade
       >
         {row.title}
       </h2>
-      <p className='w-full min-w-0 max-w-[48ch] text-pretty text-[15px] text-[var(--text-muted)] leading-[1.6]'>
+      <p className='w-full min-w-0 max-w-[48ch] text-pretty text-[15px] text-[var(--text-secondary)] leading-[1.6]'>
         {row.subtitle}
       </p>
       {row.note ? (
-        <p className='w-full min-w-0 max-w-[48ch] text-pretty text-[15px] text-[var(--text-muted)] leading-[1.6]'>
+        <p className='w-full min-w-0 max-w-[48ch] text-pretty text-[15px] text-[var(--text-secondary)] leading-[1.6]'>
           {row.note}
         </p>
       ) : null}
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-card-row/components/solutions-pill-cta/solutions-pill-cta.tsx b/apps/sim/app/(landing)/components/solutions-page/components/solutions-card-row/components/solutions-pill-cta/solutions-pill-cta.tsx
index 48935402b55..b50a8ac4dd7 100644
--- a/apps/sim/app/(landing)/components/solutions-page/components/solutions-card-row/components/solutions-pill-cta/solutions-pill-cta.tsx
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-card-row/components/solutions-pill-cta/solutions-pill-cta.tsx
@@ -1,47 +1,33 @@
 'use client'
 
-import { ChipLink } from '@sim/emcn'
 import { ArrowRight } from '@sim/emcn/icons'
+import { LandingCtaLink } from '@/app/(landing)/components/landing-cta-link'
 import type { SolutionsPillCta as SolutionsPillCtaConfig } from '@/app/(landing)/components/solutions-page/types'
 
 /**
- * The card-row pill CTA - a single primary `ChipLink` with a trailing arrow,
- * matching the reference image's "Learn about automations →". The chip owns its
- * own chrome and spacing; this component only wires the label, the href, and the
+ * The card-row pill CTA - a single primary `LandingCtaLink` with a trailing arrow,
+ * matching the reference image's "Learn about automations →". The shared landing CTA owns its
+ * pill geometry and chip colors; this component only wires the label, the href, and the
  * arrow icon, exposing no layout knobs.
  *
  * Client leaf: `ChipLink` is a Client Component and its `rightIcon` is a
  * component reference (`ArrowRight`), which cannot cross the server→client
  * boundary as a prop - so the icon must be wired from client code, exactly as the
- * navbar's `NavMenuChip` does. The props it receives ({@link SolutionsPillCtaConfig})
+ * navbar's `NavMenuCluster` does. The props it receives ({@link SolutionsPillCtaConfig})
  * are plain serializable data, so the surrounding layout stays Server Components.
  *
- * Link safety: an external href (absolute `http(s)://`) renders with
- * `rel='noopener noreferrer'` and `target='_blank'`; an internal href routes
- * through the Next `<Link>` that `ChipLink` is built on - so every link is
- * crawlable and safe with no per-page ceremony.
+ * Link safety (external `rel`/`target`, internal Next `<Link>`) is owned by
+ * `LandingCtaLink`, so every link is crawlable and safe with no per-page ceremony.
  */
 
 interface SolutionsPillCtaProps {
   cta: SolutionsPillCtaConfig
 }
 
-/** Returns true for absolute external URLs (http/https), which need rel/target hardening. */
-function isExternalHref(href: string): boolean {
-  return /^https?:\/\//.test(href)
-}
-
 export function SolutionsPillCta({ cta }: SolutionsPillCtaProps) {
-  const external = isExternalHref(cta.href)
-
   return (
-    <ChipLink
-      variant='primary'
-      href={cta.href}
-      rightIcon={ArrowRight}
-      {...(external ? { target: '_blank', rel: 'noopener noreferrer' } : {})}
-    >
+    <LandingCtaLink size='compact' href={cta.href} rightIcon={ArrowRight}>
       {cta.label}
-    </ChipLink>
+    </LandingCtaLink>
   )
 }
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-code-example.tsx b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-code-example.tsx
new file mode 100644
index 00000000000..5d285ffcde3
--- /dev/null
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-code-example.tsx
@@ -0,0 +1,50 @@
+import { cn } from '@sim/emcn'
+import { LandingCtaLink } from '@/app/(landing)/components/landing-cta-link'
+import { HOME_INSET, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
+import { CodeWindowGraphic } from '@/app/(landing)/components/shared/code-window-graphic'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+import type { SolutionsProductCodeExampleConfig } from '@/app/(landing)/components/solutions-page/types'
+
+interface ProductCodeExampleProps {
+  example: SolutionsProductCodeExampleConfig
+}
+
+/** Shared terminal presentation for each product’s documented CLI commands. */
+export function ProductCodeExample({ example }: ProductCodeExampleProps) {
+  return (
+    <section aria-labelledby='cli-heading' className={LANDING_GUTTER}>
+      <div
+        className={cn(
+          HOME_INSET,
+          'grid grid-cols-2 items-center gap-16 py-24 max-sm:gap-8 max-sm:py-12 max-md:grid-cols-1 max-lg:gap-10 max-lg:py-20'
+        )}
+      >
+        <div>
+          <p className='mb-5 text-[var(--text-secondary)] text-base'>From your terminal</p>
+          <h2
+            id='cli-heading'
+            className='max-w-[18ch] text-balance font-normal text-[48px] text-[var(--text-primary)] leading-[1.05] tracking-[-0.025em] max-sm:text-[32px] max-lg:text-[40px]'
+          >
+            {example.title}
+          </h2>
+          <p className='mt-5 max-w-[42ch] text-[var(--text-body)] text-lg leading-relaxed max-sm:text-md'>
+            {example.description}
+          </p>
+          <div className='mt-7'>
+            <LandingCtaLink href='https://docs.sim.ai/cli' variant='outline' withArrow>
+              Explore the CLI
+            </LandingCtaLink>
+          </div>
+        </div>
+        <div className='relative h-[340px] min-w-0 overflow-hidden rounded-2xl bg-[var(--surface-3)] pt-8 pl-8 max-sm:h-auto max-sm:p-3'>
+          <div className='w-[calc(100%+96px)] max-sm:w-full'>
+            <CodeWindowGraphic filename={example.filename} commands={example.commands} />
+          </div>
+          <div className='pointer-events-none absolute inset-0 max-sm:hidden'>
+            <EdgeFade ground='surface' edges={['right', 'bottom']} depth='preview' />
+          </div>
+        </div>
+      </div>
+    </section>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-feature/index.ts b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-feature/index.ts
new file mode 100644
index 00000000000..cc55858acb7
--- /dev/null
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-feature/index.ts
@@ -0,0 +1 @@
+export { ProductFeature } from './product-feature'
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-feature/product-feature.tsx b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-feature/product-feature.tsx
new file mode 100644
index 00000000000..6247c8454c1
--- /dev/null
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-feature/product-feature.tsx
@@ -0,0 +1,52 @@
+import { LandingCtaLink } from '@/app/(landing)/components/landing-cta-link'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+import type { SolutionsProductFeatureConfig } from '@/app/(landing)/components/solutions-page/types'
+
+interface ProductFeatureProps {
+  feature: SolutionsProductFeatureConfig
+}
+
+/** A floating product detail and a small caption, separated only by the shared grid rules. */
+export function ProductFeature({ feature }: ProductFeatureProps) {
+  return (
+    <section
+      id={feature.id}
+      aria-labelledby={`${feature.id}-heading`}
+      className='min-w-0 scroll-mt-32 border-[var(--border)] border-t border-b even:border-l max-md:even:border-l-0'
+    >
+      <div
+        aria-hidden='true'
+        inert
+        data-product-feature-visual={feature.id}
+        className='pointer-events-none relative isolate h-[460px] select-none overflow-hidden [container-type:inline-size] max-sm:h-[380px] max-xl:h-[420px]'
+      >
+        <div className='relative z-0 size-full'>{feature.visual}</div>
+        <EdgeFade ground='canvas' edges={['right']} depth='preview' />
+        <EdgeFade ground='canvas' edges={['bottom']} depth='stage' />
+      </div>
+      <div className='px-8 pt-5 pb-9 max-sm:px-0 max-sm:pt-2 max-sm:pb-7'>
+        <h2
+          id={`${feature.id}-heading`}
+          className='text-balance font-normal text-[15px] text-[var(--text-primary)] leading-6'
+        >
+          {feature.title}
+        </h2>
+        <p className='mt-1 max-w-[44ch] text-balance text-[15px] text-[var(--text-secondary)] leading-6'>
+          {feature.description}
+        </p>
+        {feature.cta && (
+          <div className='mt-4'>
+            <LandingCtaLink
+              href={feature.cta.href}
+              variant='outline'
+              withArrow
+              className='max-w-full'
+            >
+              {feature.cta.label}
+            </LandingCtaLink>
+          </div>
+        )}
+      </div>
+    </section>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview/index.ts b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview/index.ts
new file mode 100644
index 00000000000..a23d138887a
--- /dev/null
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview/index.ts
@@ -0,0 +1 @@
+export { ProductHeroPreview } from './product-hero-preview'
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview/product-hero-preview.tsx b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview/product-hero-preview.tsx
new file mode 100644
index 00000000000..88f1cd56452
--- /dev/null
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview/product-hero-preview.tsx
@@ -0,0 +1,61 @@
+'use client'
+
+import { useState } from 'react'
+import { cn } from '@sim/emcn'
+import { EnterpriseMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/enterprise-menu-preview'
+import { FilesMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/files-menu-preview'
+import { KnowledgeMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/knowledge-menu-preview'
+import { LogsMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/logs-menu-preview'
+import { OverviewMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/overview-menu-preview'
+import { TablesMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/tables-menu-preview'
+import { WorkflowMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/workflow-menu-preview'
+
+const PREVIEWS = {
+  overview: OverviewMenuPreview,
+  enterprise: EnterpriseMenuPreview,
+  workflows: WorkflowMenuPreview,
+  knowledge: KnowledgeMenuPreview,
+  files: FilesMenuPreview,
+  tables: TablesMenuPreview,
+  logs: LogsMenuPreview,
+} as const
+
+const HERO_ENTRANCE_CLASSES =
+  'animate-in fade-in-0 fill-mode-backwards animation-duration-[160ms] ease-out motion-safe:animation-duration-[520ms] motion-safe:slide-in-from-bottom-3 motion-safe:zoom-in-[0.985] motion-safe:ease-[cubic-bezier(0.23,1,0.32,1)]'
+
+interface ProductHeroPreviewProps {
+  product: keyof typeof PREVIEWS
+}
+
+/** Feature-page heroes render the same UI as the corresponding navigation preview. */
+export function ProductHeroPreview({ product }: ProductHeroPreviewProps) {
+  const Preview = PREVIEWS[product]
+  const [workflowReady, setWorkflowReady] = useState(false)
+  const handleWorkflowReady = () => setWorkflowReady(true)
+  const ready = product !== 'workflows' || workflowReady
+
+  return (
+    <div
+      data-product-hero={product}
+      className={cn(
+        'relative isolate h-[420px] overflow-hidden max-lg:h-[400px]',
+        product !== 'logs' && 'max-sm:h-[320px]'
+      )}
+    >
+      <div
+        data-product-hero-reveal
+        data-ready={ready}
+        className={cn(
+          'absolute inset-0',
+          ready ? HERO_ENTRANCE_CLASSES : 'pointer-events-none opacity-0'
+        )}
+      >
+        {product === 'workflows' ? (
+          <WorkflowMenuPreview layout='hero' onReady={handleWorkflowReady} />
+        ) : (
+          <Preview layout='hero' />
+        )}
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-showcase/index.ts b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-showcase/index.ts
new file mode 100644
index 00000000000..587cabd7ae9
--- /dev/null
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-showcase/index.ts
@@ -0,0 +1 @@
+export { ProductShowcase } from './product-showcase'
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-showcase/product-showcase.tsx b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-showcase/product-showcase.tsx
new file mode 100644
index 00000000000..9193c8c7a12
--- /dev/null
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-showcase/product-showcase.tsx
@@ -0,0 +1,81 @@
+import type { ReactNode } from 'react'
+import { cn } from '@sim/emcn'
+import { HeroCta } from '@/app/(landing)/components/hero-cta'
+import { LandingCtaLink } from '@/app/(landing)/components/landing-cta-link'
+import { HOME_INSET, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+import type { SolutionsProductFeatureConfig } from '@/app/(landing)/components/solutions-page/types'
+
+interface ProductShowcaseProps {
+  feature: SolutionsProductFeatureConfig
+  description: ReactNode
+}
+
+/**
+ * A split introduction opens into a broad product scene. Native scroll areas
+ * chain vertically to the page; portaled menus and dialogs retain their own containment.
+ */
+export function ProductShowcase({ feature, description }: ProductShowcaseProps) {
+  return (
+    <section id={feature.id} aria-labelledby={`${feature.id}-heading`} className='scroll-mt-24'>
+      <div className={LANDING_GUTTER}>
+        <div
+          className={cn(
+            HOME_INSET,
+            'grid grid-cols-2 gap-16 pt-24 max-sm:gap-5 max-sm:pt-12 max-md:grid-cols-1 max-lg:gap-10 max-lg:pt-20',
+            feature.visualSize === 'compact'
+              ? 'pb-16 max-sm:pb-8 max-lg:pb-12'
+              : 'pb-24 max-sm:pb-12 max-lg:pb-20'
+          )}
+        >
+          <h2
+            id={`${feature.id}-heading`}
+            className='max-w-[18ch] text-balance font-normal text-[48px] text-[var(--text-primary)] leading-[1.05] tracking-[-0.025em] max-sm:text-[32px] max-lg:text-[40px]'
+          >
+            {feature.title}
+          </h2>
+          <div>
+            <p className='max-w-[36ch] text-balance text-[24px] text-[var(--text-body)] leading-[1.4] max-sm:text-[18px] max-lg:text-[20px]'>
+              {description}
+            </p>
+            <div className='mt-7'>
+              <HeroCta secondaryLabel='Start building' />
+            </div>
+          </div>
+        </div>
+      </div>
+      <div
+        data-product-feature-visual={feature.id}
+        className={cn(
+          'relative isolate mx-3 overflow-hidden bg-[var(--bg)] [container-type:inline-size] max-sm:mx-0 [&_*]:overscroll-y-auto',
+          feature.visualSize === 'compact'
+            ? 'h-[560px] max-sm:h-[420px] max-lg:h-[480px]'
+            : 'h-[680px] max-sm:h-[500px] max-lg:h-[560px]'
+        )}
+      >
+        <div className='relative size-full'>{feature.visual}</div>
+        <EdgeFade ground='canvas' edges={['bottom']} depth='stage' />
+      </div>
+      <div className={LANDING_GUTTER}>
+        <div className={cn(HOME_INSET, 'pt-5 pb-10 max-sm:pt-2 max-sm:pb-7')}>
+          <p className='text-[15px] text-[var(--text-primary)] leading-6'>{feature.label}</p>
+          <p className='mt-1 max-w-[56ch] text-balance text-[15px] text-[var(--text-secondary)] leading-6'>
+            {feature.description}
+          </p>
+          {feature.cta && (
+            <div className='mt-4'>
+              <LandingCtaLink
+                href={feature.cta.href}
+                variant='outline'
+                withArrow
+                className='max-w-full'
+              >
+                {feature.cta.label}
+              </LandingCtaLink>
+            </div>
+          )}
+        </div>
+      </div>
+    </section>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/index.ts b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/index.ts
new file mode 100644
index 00000000000..2c4448fa806
--- /dev/null
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/index.ts
@@ -0,0 +1 @@
+export { SolutionsProductPage } from './solutions-product-page'
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/solutions-product-page.tsx b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/solutions-product-page.tsx
new file mode 100644
index 00000000000..1eccabd8645
--- /dev/null
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-product-page/solutions-product-page.tsx
@@ -0,0 +1,60 @@
+import { cn } from '@sim/emcn'
+import {
+  HOME_INSET,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+} from '@/app/(landing)/components/landing-layout'
+import { ProductCodeExample } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-code-example'
+import { ProductFeature } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-feature'
+import { ProductShowcase } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-showcase'
+import { SolutionsStructuredData } from '@/app/(landing)/components/solutions-page/components/solutions-structured-data'
+import type { SolutionsProductPageConfig } from '@/app/(landing)/components/solutions-page/types'
+
+interface SolutionsProductPageProps {
+  config: SolutionsProductPageConfig
+}
+
+/** Wide product illustrations share an open canvas, with compact captions on a fine grid. */
+export function SolutionsProductPage({ config }: SolutionsProductPageProps) {
+  const [showcase, ...features] = config.features
+
+  return (
+    <>
+      <SolutionsStructuredData config={config} />
+      <main id='main-content' className={LANDING_CONTENT_WIDTH}>
+        <section
+          aria-labelledby='product-heading'
+          className='border-[var(--border)] border-b pb-24 max-sm:pb-14 max-lg:pb-20'
+        >
+          <div className='px-3 max-sm:px-0'>{config.hero.visual}</div>
+          <div className={LANDING_GUTTER}>
+            <div className={cn(HOME_INSET, 'pt-5 text-center max-sm:pt-0')}>
+              <p className='sr-only'>{config.hero.summary}</p>
+              <p className='mb-6 text-[15px] text-[var(--text-secondary)]'>Sim / {config.module}</p>
+              <h1
+                id='product-heading'
+                className='mx-auto max-w-[20ch] text-balance font-normal text-[80px] text-[var(--text-primary)] leading-[1.02] tracking-[-0.035em] max-sm:text-[44px] max-lg:text-[64px]'
+              >
+                {config.hero.heading}
+              </h1>
+            </div>
+          </div>
+        </section>
+        {showcase && <ProductShowcase feature={showcase} description={config.hero.description} />}
+        <div className={LANDING_GUTTER}>
+          <div
+            className={cn(
+              HOME_INSET,
+              'grid grid-cols-2 border-[var(--border)] border-x max-sm:border-x-0 max-md:grid-cols-1'
+            )}
+          >
+            {features.map((feature) => (
+              <ProductFeature key={feature.id} feature={feature} />
+            ))}
+          </div>
+        </div>
+        {config.codeExample && <ProductCodeExample example={config.codeExample} />}
+      </main>
+    </>
+  )
+}
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-structured-data/solutions-structured-data.test.tsx b/apps/sim/app/(landing)/components/solutions-page/components/solutions-structured-data/solutions-structured-data.test.tsx
new file mode 100644
index 00000000000..874a64aecf4
--- /dev/null
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-structured-data/solutions-structured-data.test.tsx
@@ -0,0 +1,73 @@
+/**
+ * @vitest-environment node
+ */
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it, vi } from 'vitest'
+
+vi.mock('@/lib/core/utils/urls', () => ({ SITE_URL: 'https://sim.ai' }))
+
+import { SolutionsStructuredData } from '@/app/(landing)/components/solutions-page/components/solutions-structured-data/solutions-structured-data'
+import type {
+  SolutionsPageConfig,
+  SolutionsProductPageConfig,
+} from '@/app/(landing)/components/solutions-page/types'
+
+const IDENTITY = {
+  module: 'Knowledge Base',
+  path: '/knowledge',
+  seoDescription: 'Search company knowledge with Sim.',
+  hero: {
+    heading: 'Knowledge for your agents',
+    description: 'Search company knowledge with Sim.',
+    summary: 'Sim connects documents to AI agents.',
+    visual: null,
+  },
+}
+
+function readGraph(config: SolutionsPageConfig | SolutionsProductPageConfig) {
+  const html = renderToStaticMarkup(<SolutionsStructuredData config={config} />)
+  return JSON.parse(html.replace(/^<script[^>]*>/, '').replace(/<\/script>$/, ''))['@graph']
+}
+
+describe('SolutionsStructuredData', () => {
+  it('preserves existing solution feature lists, canonical identity, and paid-only offers', () => {
+    const config: SolutionsPageConfig = {
+      ...IDENTITY,
+      offersFreeTier: false,
+      rows: ['first', 'second'].map((id) => ({
+        id,
+        title: id,
+        subtitle: 'Manage sources.',
+        cta: { label: 'Explore', href: '/knowledge' },
+        cards: [{ title: 'Connect sources', description: 'Sync documents.', visual: null }],
+      })),
+    }
+    const graph = readGraph(config)
+    expect(graph[0]).toMatchObject({
+      url: 'https://sim.ai/knowledge',
+      description: IDENTITY.seoDescription,
+    })
+    expect(graph[2].featureList).toEqual(['Connect sources'])
+    expect(graph[2]).not.toHaveProperty('offers')
+  })
+
+  it('derives product-page features from the visible stories and keeps the free tier', () => {
+    const config: SolutionsProductPageConfig = {
+      ...IDENTITY,
+      features: ['Connect sources', 'Retrieve context'].map((title, index) => ({
+        id: `feature-${index}`,
+        label: title,
+        title,
+        description: title,
+        visual: null,
+      })),
+    }
+    const graph = readGraph(config)
+    expect(graph[2].featureList).toEqual(['Connect sources', 'Retrieve context'])
+    expect(graph[2].offers).toMatchObject({ price: '0', priceCurrency: 'USD' })
+    expect(graph[1].itemListElement[1]).toMatchObject({
+      name: 'Knowledge Base',
+      item: 'https://sim.ai/knowledge',
+    })
+  })
+})
diff --git a/apps/sim/app/(landing)/components/solutions-page/components/solutions-structured-data/solutions-structured-data.tsx b/apps/sim/app/(landing)/components/solutions-page/components/solutions-structured-data/solutions-structured-data.tsx
index 04b53f84fd9..91486b28780 100644
--- a/apps/sim/app/(landing)/components/solutions-page/components/solutions-structured-data/solutions-structured-data.tsx
+++ b/apps/sim/app/(landing)/components/solutions-page/components/solutions-structured-data/solutions-structured-data.tsx
@@ -1,6 +1,9 @@
 import { SITE_URL } from '@/lib/core/utils/urls'
 import { JsonLd } from '@/app/(landing)/components/json-ld'
-import type { SolutionsPageConfig } from '@/app/(landing)/components/solutions-page/types'
+import type {
+  SolutionsPageConfig,
+  SolutionsProductPageConfig,
+} from '@/app/(landing)/components/solutions-page/types'
 
 /**
  * JSON-LD for a solutions page - a `WebPage` (about a `WebApplication`) plus a
@@ -18,14 +21,18 @@ import type { SolutionsPageConfig } from '@/app/(landing)/components/solutions-p
  */
 
 interface SolutionsStructuredDataProps {
-  config: SolutionsPageConfig
+  config: SolutionsPageConfig | SolutionsProductPageConfig
 }
 
 export function SolutionsStructuredData({ config }: SolutionsStructuredDataProps) {
-  const { module, path, seoDescription, offersFreeTier = true, hero, rows } = config
+  const { module, path, seoDescription, offersFreeTier = true, hero } = config
   const url = `${SITE_URL}${path}`
   const featureList = Array.from(
-    new Set(rows.flatMap((row) => row.cards.map((card) => card.title)))
+    new Set(
+      'features' in config
+        ? config.features.map((feature) => feature.title)
+        : config.rows.flatMap((row) => row.cards.map((card) => card.title))
+    )
   )
 
   const jsonLd = {
diff --git a/apps/sim/app/(landing)/components/solutions-page/constants.ts b/apps/sim/app/(landing)/components/solutions-page/constants.ts
index bc7bc86d3c5..d99293824fb 100644
--- a/apps/sim/app/(landing)/components/solutions-page/constants.ts
+++ b/apps/sim/app/(landing)/components/solutions-page/constants.ts
@@ -21,7 +21,7 @@ import {
 export const SOLUTIONS_SPACING = {
   /**
    * The one horizontal gutter, owned solely by `SolutionsPage`. Matches the
-   * navbar and landing hero exactly (`px-20 max-lg:px-8 max-sm:px-5`) so
+   * navbar and landing hero exactly (`px-10 max-md:px-7 max-lg:px-8 max-xl:px-9`) so
    * solutions content starts on the wordmark's vertical line at every
    * breakpoint. Sections and cards never set their own gutter.
    */
@@ -124,7 +124,7 @@ export const SOLUTIONS_FEATURE_TILE_TONE = {
   light: {
     surface: 'bg-[var(--surface-3)]',
     title: 'text-[var(--text-primary)]',
-    description: 'text-[var(--text-muted)]',
+    description: 'text-[var(--text-secondary)]',
   },
   dark: {
     surface: 'bg-[var(--text-secondary)]',
diff --git a/apps/sim/app/(landing)/components/solutions-page/index.ts b/apps/sim/app/(landing)/components/solutions-page/index.ts
index d4999994cca..e5ea7b52d8a 100644
--- a/apps/sim/app/(landing)/components/solutions-page/index.ts
+++ b/apps/sim/app/(landing)/components/solutions-page/index.ts
@@ -5,4 +5,6 @@ export type {
   SolutionsHeroConfig,
   SolutionsPageConfig,
   SolutionsPillCta,
+  SolutionsProductFeatureConfig,
+  SolutionsProductPageConfig,
 } from './types'
diff --git a/apps/sim/app/(landing)/components/solutions-page/solutions-page.tsx b/apps/sim/app/(landing)/components/solutions-page/solutions-page.tsx
index 9c903ebae05..40546353756 100644
--- a/apps/sim/app/(landing)/components/solutions-page/solutions-page.tsx
+++ b/apps/sim/app/(landing)/components/solutions-page/solutions-page.tsx
@@ -1,5 +1,4 @@
 import { cn } from '@sim/emcn'
-import { Cta } from '@/app/(landing)/components/cta/cta'
 import { LANDING_CONTENT_WIDTH } from '@/app/(landing)/components/landing-layout'
 import {
   SolutionsCardRow,
@@ -7,50 +6,34 @@ import {
   SolutionsLogosRow,
   SolutionsStructuredData,
 } from '@/app/(landing)/components/solutions-page/components'
+import { SolutionsProductPage } from '@/app/(landing)/components/solutions-page/components/solutions-product-page'
 import { SOLUTIONS_SPACING } from '@/app/(landing)/components/solutions-page/constants'
-import type { SolutionsPageConfig } from '@/app/(landing)/components/solutions-page/types'
+import type {
+  SolutionsPageConfig,
+  SolutionsProductPageConfig,
+} from '@/app/(landing)/components/solutions-page/types'
 
 /**
- * The reusable solutions-page content stack - the single component every
- * solution route (IT, Engineering, Finance, Compliance, HR) consumes with
- * near-zero ceremony. A route renders the shared shell and drops in one
- * `<SolutionsPage config={…} />`.
- *
- * This component owns the entire `<main>`: an inner content column carries the
- * shared `max-w-[1460px]` width (centered via `LANDING_CONTENT_WIDTH`, matching
- * the navbar and landing sections), the one horizontal gutter
- * (`SOLUTIONS_SPACING.gutter`), and the inter-section vertical rhythm
- * (`SOLUTIONS_SPACING.sectionRhythm`) - the enterprise page's exact structure.
- * The closing {@link Cta} sits directly in the `<main>` because it owns its own
- * width cap and gutter; the `<main>`'s matching flex gap gives it the same
- * rhythm after the last card row as every other section boundary. The hero, the
- * logos row, and every card row carry no gutter and no inter-section margin of
- * their own, so spacing is uniform and unreachable from a consumer page - the
- * config is pure content (strings + `ReactNode` visual slots), with no layout
- * knob anywhere in its tree.
- *
- * The order is fixed: structured data first (before visible content, derived
- * from the same config so it never drifts) → solutions hero (the page's only
- * `<h1>`) → centered logos row → the configured card rows in array order → the
- * shared pre-footer CTA band. The heading outline is strict H1 → H2 (per card
- * row + the CTA) → H3 (per card), never skipped. Server Component only - no
- * client island lives here; the page supplies its own islands through the
- * `visual` slots in the config.
+ * Shared main content for platform and solutions routes. The content column
+ * owns its width, gutter, and rhythm; LandingShell supplies the closing CTA
+ * and footer. Configs contain only copy and visual slots, keeping every hero,
+ * logo row, and feature card row on the same layout.
  */
 
 interface SolutionsPageProps {
   /** The complete page content - identity, hero, and ordered card rows. */
-  config: SolutionsPageConfig
+  config: SolutionsPageConfig | SolutionsProductPageConfig
 }
 
 export function SolutionsPage({ config }: SolutionsPageProps) {
+  if ('features' in config) {
+    return <SolutionsProductPage config={config} />
+  }
+
   return (
     <>
       <SolutionsStructuredData config={config} />
-      <main
-        id='main-content'
-        className={cn('flex w-full flex-col', SOLUTIONS_SPACING.sectionRhythm)}
-      >
+      <main id='main-content'>
         <div
           className={cn(
             'flex flex-col',
@@ -65,8 +48,6 @@ export function SolutionsPage({ config }: SolutionsPageProps) {
             <SolutionsCardRow key={row.id} row={row} />
           ))}
         </div>
-
-        <Cta />
       </main>
     </>
   )
diff --git a/apps/sim/app/(landing)/components/solutions-page/types.ts b/apps/sim/app/(landing)/components/solutions-page/types.ts
index d16db98d361..0ac0230bc87 100644
--- a/apps/sim/app/(landing)/components/solutions-page/types.ts
+++ b/apps/sim/app/(landing)/components/solutions-page/types.ts
@@ -1,4 +1,5 @@
 import type { ReactNode } from 'react'
+import type { CodeWindowCommands } from '@/app/(landing)/components/shared/code-window-graphic/code-window-graphic'
 
 /**
  * Solutions-page configuration - the entire content contract a route passes to
@@ -134,3 +135,28 @@ export interface SolutionsPageConfig {
   /** Card rows rendered in order beneath the logos row. */
   rows: SolutionsCardRowConfig[]
 }
+
+/** A product demonstration with a short, visible caption. */
+export interface SolutionsProductFeatureConfig {
+  id: string
+  label: string
+  title: string
+  description: string
+  visual: ReactNode
+  visualSize?: 'default' | 'compact'
+  cta?: SolutionsPillCta
+}
+
+/** Product pages lead with an interactive demo and two supporting visual cards. */
+export interface SolutionsProductPageConfig extends Omit<SolutionsPageConfig, 'rows'> {
+  features: readonly SolutionsProductFeatureConfig[]
+  codeExample?: SolutionsProductCodeExampleConfig
+}
+
+/** A real CLI example accompanying the interactive product demonstrations. */
+export interface SolutionsProductCodeExampleConfig {
+  title: string
+  description: string
+  filename: string
+  commands: CodeWindowCommands
+}
diff --git a/apps/sim/app/(landing)/components/trusted-by/trusted-by.tsx b/apps/sim/app/(landing)/components/trusted-by/trusted-by.tsx
index ec6a0efd0b0..1eea93f9768 100644
--- a/apps/sim/app/(landing)/components/trusted-by/trusted-by.tsx
+++ b/apps/sim/app/(landing)/components/trusted-by/trusted-by.tsx
@@ -4,26 +4,20 @@ import { Logos } from '@/app/(landing)/components/logos'
 interface TrustedByProps {
   /** Layout/placement classes for the outer wrapper (e.g. grid cell). Never chrome. */
   className?: string
-  /**
-   * Layout intent, forwarded to {@link Logos}.
-   * - `grid` (default) - left-aligned label above the bordered 3-up logo-card grid.
-   * - `row` - centered label above a single centered row of bare wordmarks.
-   */
-  layout?: 'grid' | 'row'
 }
 
 /**
  * The canonical customer-proof block - a muted "Trusted by technical teams at"
- * label above the shared {@link Logos} block, stacked at the hero's `gap-[22px]`
+ * label above the shared {@link Logos} grid, stacked at the hero's `gap-[22px]`
  * rhythm. The single owner of that label copy and rhythm, reused verbatim by the
- * landing hero and the demo page so the two can never drift. Consumers pass only
- * placement via `className` and a `layout` intent.
+ * demo and contact pages so the two can never drift. Consumers pass only
+ * placement via `className`.
  */
-export function TrustedBy({ className, layout = 'grid' }: TrustedByProps) {
+export function TrustedBy({ className }: TrustedByProps) {
   return (
-    <div className={cn('flex flex-col gap-[22px]', layout === 'row' && 'items-center', className)}>
-      <p className='text-[var(--text-muted)] text-sm'>Trusted by technical teams at</p>
-      <Logos layout={layout} />
+    <div className={cn('flex flex-col gap-[22px]', className)}>
+      <p className='text-[var(--text-secondary)] text-sm'>Trusted by technical teams at</p>
+      <Logos layout='grid' />
     </div>
   )
 }
diff --git a/apps/sim/app/(landing)/constants.ts b/apps/sim/app/(landing)/constants.ts
index c16abe98f78..336d188ef0b 100644
--- a/apps/sim/app/(landing)/constants.ts
+++ b/apps/sim/app/(landing)/constants.ts
@@ -1,8 +1,9 @@
 /**
- * Shared landing-page CTA destinations. Every "Get started"/"Sign up" CTA
- * across the marketing site funnels to signup; every "Talk to sales"/
- * "Contact sales" CTA funnels to the demo-request form. Centralized here so
- * no CTA can drift to the wrong destination independently.
+ * Shared landing-page CTA destinations. Self-serve "Sign up" funnels to
+ * signup; "Log in" to login; every "Request a demo" / "Contact sales" CTA
+ * funnels to the demo-request form. Centralized here so no CTA can drift
+ * to the wrong destination independently.
  */
+export const LOGIN_HREF = '/login'
 export const SIGNUP_HREF = '/signup'
 export const DEMO_HREF = '/demo'
diff --git a/apps/sim/app/(landing)/contact/components/contact-form/contact-form.tsx b/apps/sim/app/(landing)/contact/components/contact-form/contact-form.tsx
index b21f950b3bb..534fa557cdc 100644
--- a/apps/sim/app/(landing)/contact/components/contact-form/contact-form.tsx
+++ b/apps/sim/app/(landing)/contact/components/contact-form/contact-form.tsx
@@ -73,7 +73,11 @@ function ContactField({ label, htmlFor, required, error, children }: ContactFiel
       role={isGroup ? 'group' : undefined}
       aria-labelledby={isGroup ? labelId : undefined}
     >
-      <Label id={labelId} htmlFor={htmlFor} className='pl-0.5 font-normal text-[var(--text-muted)]'>
+      <Label
+        id={labelId}
+        htmlFor={htmlFor}
+        className='pl-0.5 font-normal text-[var(--text-secondary)]'
+      >
         {label}
         {required ? (
           <span aria-hidden className='ml-0.5 text-[var(--text-error)]'>
@@ -196,7 +200,7 @@ export function ContactForm() {
           <Check className='size-7' />
         </div>
         <h2 className='mt-5 text-[var(--text-primary)] text-xl leading-[1.2]'>Message received</h2>
-        <p className='mt-2 max-w-sm text-[var(--text-muted)] text-sm leading-[1.6]'>
+        <p className='mt-2 max-w-sm text-[var(--text-secondary)] text-sm leading-[1.6]'>
           Thanks for reaching out. Our team will get back to you shortly.
         </p>
         <button
@@ -215,7 +219,7 @@ export function ContactForm() {
       <h2 id='contact-form-heading' className='text-[var(--text-primary)] text-xl leading-[1.2]'>
         Send us a message
       </h2>
-      <p className='mt-1.5 text-[var(--text-muted)] text-sm'>
+      <p className='mt-1.5 text-[var(--text-secondary)] text-sm'>
         Ask a question, request an integration, or get help — we'll get back to you shortly.
       </p>
 
diff --git a/apps/sim/app/(landing)/contact/contact.tsx b/apps/sim/app/(landing)/contact/contact.tsx
index 7d4f1d32f88..723da081826 100644
--- a/apps/sim/app/(landing)/contact/contact.tsx
+++ b/apps/sim/app/(landing)/contact/contact.tsx
@@ -8,7 +8,7 @@ import { ContactForm } from '@/app/(landing)/contact/components/contact-form'
  * right.
  *
  * The section is a two-column CSS grid capped and centered at the shared
- * `max-w-[1460px]` with the navbar-aligned `px-20` gutter, so the headline starts
+ * `max-w-[1728px]` with the navbar-aligned `px-10` gutter, so the headline starts
  * on the same vertical line as the wordmark. The desktop split is `xl:grid-cols-2`
  * with `xl:gap-x-0` — the columns split at the exact horizontal center, so the
  * right card occupies the same rectangle as the hero's right panel. The card is
@@ -23,7 +23,7 @@ import { ContactForm } from '@/app/(landing)/contact/components/contact-form'
  * text sits on the hero's line, while the card top stays on the higher `top-8`
  * line. The customer proof reuses the shared {@link TrustedBy} block,
  * bottom-anchored (`xl:row-start-2 xl:self-end`). The gutter follows the navbar
- * convention (`px-20 max-lg:px-8 max-sm:px-5`), and `max-sm` drops to the smallest
+ * convention (`px-10 max-md:px-7 max-lg:px-8 max-xl:px-9`), and `max-sm` drops to the smallest
  * type scale.
  *
  * Carries an sr-only product summary for AI citation (landing CLAUDE.md → GEO).
@@ -34,7 +34,7 @@ export default function Contact() {
       <section
         id='contact'
         aria-labelledby='contact-heading'
-        className='mx-auto grid w-full max-w-[1460px] grid-cols-1 gap-y-10 px-20 pt-20 pb-24 max-sm:gap-y-8 max-sm:px-5 max-sm:pt-16 max-sm:pb-16 max-lg:px-8 xl:grid-cols-2 xl:grid-rows-[auto_1fr] xl:gap-x-0 xl:pt-8 xl:pb-8'
+        className='mx-auto grid w-full max-w-[1728px] grid-cols-1 gap-y-10 px-10 pt-20 pb-24 max-sm:gap-y-8 max-sm:pt-16 max-sm:pb-16 max-md:px-7 max-lg:px-8 max-xl:px-9 xl:grid-cols-2 xl:grid-rows-[auto_1fr] xl:gap-x-0 xl:pt-8 xl:pb-8'
       >
         <div className='flex flex-col gap-5 xl:col-start-1 xl:row-start-1 xl:self-start xl:pt-[80px]'>
           <p className='sr-only'>
diff --git a/apps/sim/app/(landing)/content-routing.test.tsx b/apps/sim/app/(landing)/content-routing.test.tsx
new file mode 100644
index 00000000000..3398196d316
--- /dev/null
+++ b/apps/sim/app/(landing)/content-routing.test.tsx
@@ -0,0 +1,79 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import type { ContentPost } from '@/lib/content/schema'
+
+const { getPostBySlug } = vi.hoisted(() => ({
+  getPostBySlug: vi.fn<(slug: string) => Promise<ContentPost | null>>(),
+}))
+
+vi.mock('@/lib/blog/registry', () => ({
+  getPostBySlug,
+  getAllPostMeta: vi.fn().mockResolvedValue([]),
+  getRelatedPosts: vi.fn().mockResolvedValue([]),
+}))
+vi.mock('@/lib/library/registry', () => ({
+  getPostBySlug,
+  getAllPostMeta: vi.fn().mockResolvedValue([]),
+  getRelatedPosts: vi.fn().mockResolvedValue([]),
+}))
+vi.mock('@/lib/blog/seo', () => ({
+  BLOG_SECTION: { basePath: '/blog' },
+  buildPostMetadata: () => ({ title: 'Published article' }),
+  buildPostGraphJsonLd: () => ({}),
+}))
+vi.mock('@/lib/library/seo', () => ({
+  LIBRARY_SECTION: { basePath: '/library' },
+  buildPostMetadata: () => ({ title: 'Published article' }),
+  buildPostGraphJsonLd: () => ({}),
+}))
+vi.mock('@/lib/core/utils/urls', () => ({ getBaseUrl: () => 'https://example.com' }))
+vi.mock('@/app/(landing)/components', () => ({ ContentPostPage: () => null }))
+
+import BlogPage, { generateMetadata as blogMetadata } from '@/app/(landing)/blog/[slug]/page'
+import LibraryPage, {
+  generateMetadata as libraryMetadata,
+} from '@/app/(landing)/library/[slug]/page'
+
+const POST: ContentPost = {
+  slug: 'test-article',
+  title: 'Published article',
+  description: 'A published article for route validation.',
+  date: '2026-01-01',
+  author: { id: 'author', name: 'Author' },
+  authors: [{ id: 'author', name: 'Author' }],
+  tags: [],
+  ogImage: '/cover.png',
+  canonical: 'https://example.com/test-article',
+  draft: false,
+  featured: false,
+  technical: true,
+  Content: () => null,
+}
+
+beforeEach(() => vi.clearAllMocks())
+
+describe.each([
+  ['blog', BlogPage, blogMetadata],
+  ['library', LibraryPage, libraryMetadata],
+] as const)('%s public content routing', (_section, Page, metadata) => {
+  const props = { params: Promise.resolve({ slug: POST.slug }) }
+
+  it.each([
+    ['missing', null],
+    ['draft', { ...POST, draft: true }],
+  ] as const)('rejects %s posts and omits their metadata', async (_state, post) => {
+    getPostBySlug.mockResolvedValue(post)
+
+    await expect(Page(props)).rejects.toThrow('NEXT_HTTP_ERROR_FALLBACK;404')
+    await expect(metadata(props)).resolves.toEqual({})
+  })
+
+  it('serves published posts and their metadata', async () => {
+    getPostBySlug.mockResolvedValue(POST)
+
+    await expect(Page(props)).resolves.toMatchObject({ props: { post: POST } })
+    await expect(metadata(props)).resolves.toEqual({ title: 'Published article' })
+  })
+})
diff --git a/apps/sim/app/(landing)/cookie-policy/cookie-policy-content.tsx b/apps/sim/app/(landing)/cookie-policy/cookie-policy-content.tsx
index cc6367945f3..4da00f38e27 100644
--- a/apps/sim/app/(landing)/cookie-policy/cookie-policy-content.tsx
+++ b/apps/sim/app/(landing)/cookie-policy/cookie-policy-content.tsx
@@ -294,7 +294,7 @@ export const COOKIE_POLICY_CONFIG: LegalPageConfig = {
               (Analytics and Ads),{' '}
               <ProseLink href='https://legal.hubspot.com/privacy-policy'>HubSpot</ProseLink>,{' '}
               <ProseLink href='https://x.com/en/privacy'>X (Twitter)</ProseLink>,{' '}
-              <ProseLink href='https://ahrefs.com/privacy'>Ahrefs</ProseLink>,{' '}
+              <ProseLink href='https://ahrefs.com/legal/privacy-policy'>Ahrefs</ProseLink>,{' '}
               <ProseLink href='https://posthog.com/privacy'>PostHog</ProseLink>, and{' '}
               <ProseLink href='https://www.cloudflare.com/privacypolicy/'>Cloudflare</ProseLink>.
             </>
diff --git a/apps/sim/app/(landing)/customers/[slug]/page.tsx b/apps/sim/app/(landing)/customers/[slug]/page.tsx
new file mode 100644
index 00000000000..e8a0e9be0a7
--- /dev/null
+++ b/apps/sim/app/(landing)/customers/[slug]/page.tsx
@@ -0,0 +1,50 @@
+import type { Metadata } from 'next'
+import { notFound } from 'next/navigation'
+import { buildPostGraphJsonLd, buildPostMetadata } from '@/lib/content/seo'
+import { CUSTOMER_SECTION, CUSTOMER_STORIES } from '@/lib/customers/data'
+import { getAllCustomerStoryMeta, getCustomerStoryBySlug } from '@/lib/customers/registry'
+import { JsonLd } from '@/app/(landing)/components/json-ld/json-ld'
+import { CustomerStoryPage } from '@/app/(landing)/customers/components/customer-story-page/customer-story-page'
+
+interface CustomerPageProps {
+  params: Promise<{ slug: string }>
+}
+
+export const dynamicParams = false
+export const revalidate = 86400
+
+export function generateStaticParams() {
+  return CUSTOMER_STORIES.map(({ slug }) => ({ slug }))
+}
+
+export async function generateMetadata({ params }: CustomerPageProps): Promise<Metadata> {
+  const { slug } = await params
+  if (!CUSTOMER_STORIES.some((story) => story.slug === slug)) return {}
+  const post = await getCustomerStoryBySlug(slug)
+  return post ? buildPostMetadata(post) : {}
+}
+
+export default async function Page({ params }: CustomerPageProps) {
+  const { slug } = await params
+  const story = CUSTOMER_STORIES.find((item) => item.slug === slug)
+  if (!story) notFound()
+  const post = await getCustomerStoryBySlug(slug)
+  if (!post) notFound()
+  const published = post.draft ? [] : await getAllCustomerStoryMeta()
+  const next = CUSTOMER_STORIES.find(
+    (item) =>
+      item.slug !== slug && (post.draft || published.some((entry) => entry.slug === item.slug))
+  )
+  const nextPost = next ? await getCustomerStoryBySlug(next.slug) : null
+
+  return (
+    <>
+      {!post.draft && <JsonLd data={buildPostGraphJsonLd(post, CUSTOMER_SECTION)} />}
+      <CustomerStoryPage
+        story={story}
+        post={post}
+        nextStory={next && nextPost ? { story: next, post: nextPost } : undefined}
+      />
+    </>
+  )
+}
diff --git a/apps/sim/app/(landing)/customers/components/customer-story-card/customer-story-card.tsx b/apps/sim/app/(landing)/customers/components/customer-story-card/customer-story-card.tsx
new file mode 100644
index 00000000000..112d86653db
--- /dev/null
+++ b/apps/sim/app/(landing)/customers/components/customer-story-card/customer-story-card.tsx
@@ -0,0 +1,34 @@
+import { ArrowRight } from '@sim/emcn/icons'
+import Link from 'next/link'
+import type { ContentMeta } from '@/lib/content/schema'
+import type { CustomerStory } from '@/lib/customers/data'
+import { CustomerStoryMedia } from '@/app/(landing)/customers/components/customer-story-media/customer-story-media'
+
+interface CustomerStoryCardProps {
+  story: CustomerStory
+  post: ContentMeta
+}
+
+/** A quiet editorial link shared by the customer index and next-story section. */
+export function CustomerStoryCard({ story, post }: CustomerStoryCardProps) {
+  return (
+    <Link
+      href={`/customers/${story.slug}`}
+      className='group flex min-w-0 flex-col gap-5 rounded-[12px] focus-visible:outline focus-visible:outline-2 focus-visible:outline-[var(--text-primary)] focus-visible:outline-offset-4'
+    >
+      <CustomerStoryMedia story={story} />
+      <div className='flex items-start justify-between gap-6'>
+        <div>
+          <p className='mb-2 text-[14px] text-[var(--text-muted)]'>{story.company}</p>
+          <h3 className='max-w-[36rem] text-balance text-[26px] text-[var(--text-primary)] leading-[1.2] tracking-[-0.02em] max-sm:text-[23px]'>
+            {post.title}
+          </h3>
+        </div>
+        <ArrowRight
+          aria-hidden='true'
+          className='mt-1 size-5 shrink-0 text-[var(--text-icon)] transition-transform duration-200 group-hover:translate-x-0.5 motion-reduce:transition-none'
+        />
+      </div>
+    </Link>
+  )
+}
diff --git a/apps/sim/app/(landing)/customers/components/customer-story-card/index.ts b/apps/sim/app/(landing)/customers/components/customer-story-card/index.ts
new file mode 100644
index 00000000000..64215adb933
--- /dev/null
+++ b/apps/sim/app/(landing)/customers/components/customer-story-card/index.ts
@@ -0,0 +1 @@
+export { CustomerStoryCard } from './customer-story-card'
diff --git a/apps/sim/app/(landing)/customers/components/customer-story-media/customer-story-media.test.tsx b/apps/sim/app/(landing)/customers/components/customer-story-media/customer-story-media.test.tsx
new file mode 100644
index 00000000000..75b3571c3cb
--- /dev/null
+++ b/apps/sim/app/(landing)/customers/components/customer-story-media/customer-story-media.test.tsx
@@ -0,0 +1,39 @@
+/**
+ * @vitest-environment node
+ */
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it } from 'vitest'
+import { CUSTOMER_STORIES } from '@/lib/customers/data'
+import { CustomerStoryMedia } from '@/app/(landing)/customers/components/customer-story-media/customer-story-media'
+
+const exp = CUSTOMER_STORIES.find((story) => story.slug === 'exp-realty')!
+const rivian = CUSTOMER_STORIES.find((story) => story.slug === 'rivian')!
+
+describe('CustomerStoryMedia', () => {
+  it('offers manual playback without loading or looping the film automatically', () => {
+    const html = renderToStaticMarkup(<CustomerStoryMedia story={exp} playable />)
+
+    expect(html).toContain('<video')
+    expect(html).toContain('controls=""')
+    expect(html).toContain('preload="none"')
+    expect(html).toContain(`poster="${exp.heroVideo?.poster}"`)
+    expect(html).toContain(`src="${exp.heroVideo?.src}"`)
+    expect(html).toContain('aria-label="eXp Realty home preview"')
+    expect(html).not.toMatch(/autoplay/i)
+    expect(html).not.toContain('loop=""')
+  })
+
+  it('keeps cards static even when their story has a playable film', () => {
+    const html = renderToStaticMarkup(<CustomerStoryMedia story={exp} />)
+
+    expect(html).not.toContain('<video')
+    expect(html).toContain(exp.logo.src)
+  })
+
+  it('keeps the artwork fallback for stories without video', () => {
+    const html = renderToStaticMarkup(<CustomerStoryMedia story={rivian} playable />)
+
+    expect(html).not.toContain('<video')
+    expect(html).toContain(rivian.heroAlt)
+  })
+})
diff --git a/apps/sim/app/(landing)/customers/components/customer-story-media/customer-story-media.tsx b/apps/sim/app/(landing)/customers/components/customer-story-media/customer-story-media.tsx
new file mode 100644
index 00000000000..27b0df41a39
--- /dev/null
+++ b/apps/sim/app/(landing)/customers/components/customer-story-media/customer-story-media.tsx
@@ -0,0 +1,59 @@
+import Image from 'next/image'
+import type { CustomerStory } from '@/lib/customers/data'
+
+interface CustomerStoryMediaProps {
+  story: CustomerStory
+  priority?: boolean
+  playable?: boolean
+}
+
+/** Customer artwork, with on-demand playback on story detail pages. */
+export function CustomerStoryMedia({
+  story,
+  priority = false,
+  playable = false,
+}: CustomerStoryMediaProps) {
+  return (
+    <div
+      data-customer-story-media={story.slug}
+      className='relative aspect-[16/9] w-full overflow-hidden rounded-[12px] bg-[var(--surface-4)]'
+    >
+      {playable && story.heroVideo ? (
+        <video
+          aria-label={story.heroVideo.label}
+          controls
+          muted
+          playsInline
+          preload='none'
+          poster={story.heroVideo.poster}
+          src={story.heroVideo.src}
+          className='absolute inset-0 size-full rounded-[inherit] bg-black object-cover'
+        />
+      ) : story.heroImage ? (
+        <Image
+          src={story.heroImage}
+          alt={story.heroAlt}
+          fill
+          sizes='(max-width: 1023px) calc(100vw - 64px), (max-width: 1728px) 78vw, 1374px'
+          preload={priority}
+          quality={90}
+          className='object-cover'
+        />
+      ) : (
+        <div className='absolute inset-0 flex items-center justify-center p-12'>
+          <Image
+            src={story.logo.src}
+            alt={story.logo.alt}
+            width={320}
+            height={175}
+            className='h-auto w-[30%] min-w-[100px] max-w-[320px] brightness-0 dark:invert'
+          />
+        </div>
+      )}
+      <div
+        aria-hidden='true'
+        className='pointer-events-none absolute inset-0 rounded-[inherit] ring-1 ring-black/10 ring-inset dark:ring-white/10'
+      />
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/customers/components/customer-story-media/index.ts b/apps/sim/app/(landing)/customers/components/customer-story-media/index.ts
new file mode 100644
index 00000000000..b30269bdab4
--- /dev/null
+++ b/apps/sim/app/(landing)/customers/components/customer-story-media/index.ts
@@ -0,0 +1 @@
+export { CustomerStoryMedia } from './customer-story-media'
diff --git a/apps/sim/app/(landing)/customers/components/customer-story-page/customer-story-page.tsx b/apps/sim/app/(landing)/customers/components/customer-story-page/customer-story-page.tsx
new file mode 100644
index 00000000000..c22930d5d47
--- /dev/null
+++ b/apps/sim/app/(landing)/customers/components/customer-story-page/customer-story-page.tsx
@@ -0,0 +1,103 @@
+import { cn } from '@sim/emcn'
+import Image from 'next/image'
+import type { ContentPost } from '@/lib/content/schema'
+import type { CustomerStory } from '@/lib/customers/data'
+import { BackLink } from '@/app/(landing)/components/back-link/back-link'
+import {
+  HOME_INSET,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+  LANDING_HERO_TOP_PADDING,
+} from '@/app/(landing)/components/landing-layout'
+import { ShareButton } from '@/app/(landing)/components/share-button/share-button'
+import { CustomerStoryCard } from '@/app/(landing)/customers/components/customer-story-card/customer-story-card'
+import { CustomerStoryMedia } from '@/app/(landing)/customers/components/customer-story-media/customer-story-media'
+
+interface CustomerStoryPageProps {
+  story: CustomerStory
+  post: ContentPost
+  nextStory?: { story: CustomerStory; post: ContentPost }
+}
+
+/** Editorial customer detail with a 10/12 inset hero and a narrower reading column. */
+export function CustomerStoryPage({ story, post, nextStory }: CustomerStoryPageProps) {
+  const Article = post.Content
+
+  return (
+    <main id='main-content' className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+      <article className={HOME_INSET}>
+        <header className={cn('pb-12 max-sm:pb-8', LANDING_HERO_TOP_PADDING)}>
+          <BackLink href='/customers' label='Customer stories' />
+          <h1 className='mt-7 max-w-[1100px] text-balance text-[64px] text-[var(--text-primary)] leading-[1.04] tracking-[-0.03em] max-sm:mt-5 max-sm:text-[36px] max-xl:text-[52px]'>
+            {post.title}
+          </h1>
+        </header>
+
+        <CustomerStoryMedia story={story} priority playable />
+
+        <div className='grid grid-cols-[minmax(0,0.8fr)_minmax(0,1.7fr)] items-start gap-20 pt-16 max-md:grid-cols-1 max-md:gap-10 max-md:pt-10 max-lg:gap-12'>
+          <aside
+            aria-label='About this customer'
+            className='sticky top-[120px] min-w-0 max-md:static'
+          >
+            <dl className='space-y-8 max-md:grid max-md:grid-cols-2 max-md:gap-6 max-md:space-y-0'>
+              <div className='max-md:col-span-2'>
+                <dt className='mb-5 text-[13px] text-[var(--text-muted)]'>Customer</dt>
+                <dd>
+                  <Image
+                    src={story.logo.src}
+                    alt={story.logo.alt}
+                    width={story.logo.width}
+                    height={story.logo.height}
+                    className='h-auto max-w-full brightness-0 dark:invert'
+                  />
+                </dd>
+              </div>
+              <div>
+                <dt className='mb-2 text-[13px] text-[var(--text-muted)]'>Industry</dt>
+                <dd className='text-[15px] text-[var(--text-primary)]'>{story.industry}</dd>
+              </div>
+              <div>
+                <dt className='mb-2 text-[13px] text-[var(--text-muted)]'>Focus</dt>
+                <dd className='space-y-1 text-[15px] text-[var(--text-body)]'>
+                  {story.focus.map((focus) => (
+                    <p key={focus}>{focus}</p>
+                  ))}
+                </dd>
+              </div>
+            </dl>
+            <div className='mt-8 border-[var(--border)] border-t pt-6'>
+              <ShareButton url={post.canonical} title={post.title} />
+            </div>
+          </aside>
+
+          <div className='min-w-0 max-w-[740px]'>
+            <p className='mb-10 text-pretty text-[28px] text-[var(--text-primary)] leading-[1.3] tracking-[-0.015em] max-sm:text-[23px]'>
+              {post.description}
+            </p>
+            <div className='[&_h2:first-child]:!mt-0 [&_:is(h1,h2,h3,h4,h5,h6,a,strong,b)]:font-normal [&_h2]:scroll-mt-28 [&_p]:text-pretty'>
+              <Article />
+            </div>
+          </div>
+        </div>
+      </article>
+
+      {nextStory && (
+        <section
+          aria-labelledby='more-customer-stories'
+          className={cn('mt-24 border-[var(--border)] border-t pt-10 max-sm:mt-16', HOME_INSET)}
+        >
+          <div className='mb-8 flex items-center justify-between gap-6'>
+            <h2 id='more-customer-stories' className='text-[28px] leading-tight tracking-[-0.02em]'>
+              More customer stories
+            </h2>
+            <BackLink href='/customers' label='All stories' />
+          </div>
+          <div className='max-w-[640px]'>
+            <CustomerStoryCard story={nextStory.story} post={nextStory.post} />
+          </div>
+        </section>
+      )}
+    </main>
+  )
+}
diff --git a/apps/sim/app/(landing)/customers/components/customer-story-page/index.ts b/apps/sim/app/(landing)/customers/components/customer-story-page/index.ts
new file mode 100644
index 00000000000..ac32d460704
--- /dev/null
+++ b/apps/sim/app/(landing)/customers/components/customer-story-page/index.ts
@@ -0,0 +1 @@
+export { CustomerStoryPage } from './customer-story-page'
diff --git a/apps/sim/app/(landing)/customers/page.test.tsx b/apps/sim/app/(landing)/customers/page.test.tsx
new file mode 100644
index 00000000000..3151929360d
--- /dev/null
+++ b/apps/sim/app/(landing)/customers/page.test.tsx
@@ -0,0 +1,125 @@
+/** @vitest-environment node */
+import { renderToStaticMarkup } from 'react-dom/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import type { ContentPost } from '@/lib/content/schema'
+import type { CustomerStory } from '@/lib/customers/data'
+import CustomerPage from '@/app/(landing)/customers/[slug]/page'
+import CustomersPage, { generateMetadata } from '@/app/(landing)/customers/page'
+
+const { getAllMeta, getBySlug } = vi.hoisted(() => ({
+  getAllMeta: vi.fn(),
+  getBySlug: vi.fn(),
+}))
+
+vi.mock('@sim/emcn', () => ({ cn: (...values: string[]) => values.join(' ') }))
+vi.mock('next/navigation', () => ({
+  notFound: () => {
+    throw new Error('Not found')
+  },
+}))
+vi.mock('@/lib/customers/registry', () => ({
+  getAllCustomerStoryMeta: getAllMeta,
+  getCustomerStoryBySlug: getBySlug,
+}))
+vi.mock('@/lib/content/seo', () => ({
+  buildIndexMetadata: () => ({ robots: { index: true, follow: true } }),
+  buildPostMetadata: () => ({}),
+  buildPostGraphJsonLd: () => ({}),
+}))
+vi.mock('@/app/(landing)/components/json-ld/json-ld', () => ({ JsonLd: () => null }))
+vi.mock('@/app/(landing)/customers/components/customer-story-card/customer-story-card', () => ({
+  CustomerStoryCard: ({ story }: { story: CustomerStory }) => (
+    <a href={`/customers/${story.slug}`}>{story.company}</a>
+  ),
+}))
+vi.mock('@/app/(landing)/customers/components/customer-story-page/customer-story-page', () => ({
+  CustomerStoryPage: ({
+    story,
+    nextStory,
+  }: {
+    story: CustomerStory
+    nextStory?: { story: CustomerStory; post: ContentPost }
+  }) => (
+    <main>
+      {story.company}
+      {nextStory && <a href={`/customers/${nextStory.story.slug}`}>Next story</a>}
+    </main>
+  ),
+}))
+
+function post(slug: string, draft: boolean): ContentPost {
+  return {
+    slug,
+    title: `${slug} customer story`,
+    description: 'Customer story preview',
+    date: '2026-09-05',
+    author: { id: 'sim', name: 'Sim', avatarUrl: '/sim.png' },
+    authors: [],
+    readingTime: 2,
+    tags: [],
+    ogImage: '/story.png',
+    canonical: `https://sim.ai/customers/${slug}`,
+    draft,
+    featured: false,
+    technical: false,
+    Content: () => null,
+    headings: [],
+  }
+}
+
+function setStories(rivianDraft: boolean, expDraft: boolean) {
+  const posts = [post('rivian', rivianDraft), post('exp-realty', expDraft)]
+  getAllMeta.mockResolvedValue(posts.filter((story) => !story.draft))
+  getBySlug.mockImplementation(
+    async (slug: string) => posts.find((story) => story.slug === slug) ?? null
+  )
+}
+
+beforeEach(() => vi.clearAllMocks())
+
+describe('customer publication boundaries', () => {
+  it('preserves the complete noindex design preview when every story is a draft', async () => {
+    setStories(true, true)
+    const html = renderToStaticMarkup(await CustomersPage())
+    expect(html).toContain('href="/customers/rivian"')
+    expect(html).toContain('href="/customers/exp-realty"')
+    expect((await generateMetadata()).robots).toEqual({ index: false, follow: false })
+  })
+
+  it('shows only published stories once the index can be indexed', async () => {
+    setStories(false, true)
+    const html = renderToStaticMarkup(await CustomersPage())
+    expect(html).toContain('href="/customers/rivian"')
+    expect(html).not.toContain('href="/customers/exp-realty"')
+    expect(getBySlug).toHaveBeenCalledExactlyOnceWith('rivian')
+    expect((await generateMetadata()).robots).toEqual({ index: true, follow: true })
+  })
+
+  it('does not recommend a draft from a published story', async () => {
+    setStories(false, true)
+    const html = renderToStaticMarkup(
+      await CustomerPage({ params: Promise.resolve({ slug: 'rivian' }) })
+    )
+    expect(html).not.toContain('Next story')
+    expect(getBySlug).toHaveBeenCalledExactlyOnceWith('rivian')
+  })
+
+  it('recommends another published story when one is available', async () => {
+    setStories(false, false)
+    const html = renderToStaticMarkup(
+      await CustomerPage({ params: Promise.resolve({ slug: 'rivian' }) })
+    )
+    expect(html).toContain('href="/customers/exp-realty"')
+  })
+
+  it.each([true, false])(
+    'keeps draft preview navigation when the other story draft state is %s',
+    async (rivianDraft) => {
+      setStories(rivianDraft, true)
+      const html = renderToStaticMarkup(
+        await CustomerPage({ params: Promise.resolve({ slug: 'exp-realty' }) })
+      )
+      expect(html).toContain('href="/customers/rivian"')
+    }
+  )
+})
diff --git a/apps/sim/app/(landing)/customers/page.tsx b/apps/sim/app/(landing)/customers/page.tsx
new file mode 100644
index 00000000000..c08e02d8eea
--- /dev/null
+++ b/apps/sim/app/(landing)/customers/page.tsx
@@ -0,0 +1,62 @@
+import { cn } from '@sim/emcn'
+import type { Metadata } from 'next'
+import { buildIndexMetadata } from '@/lib/content/seo'
+import { CUSTOMER_SECTION, CUSTOMER_STORIES } from '@/lib/customers/data'
+import { getAllCustomerStoryMeta, getCustomerStoryBySlug } from '@/lib/customers/registry'
+import {
+  HOME_INSET,
+  LANDING_CONTENT_WIDTH,
+  LANDING_GUTTER,
+  LANDING_HERO_TOP_PADDING,
+} from '@/app/(landing)/components/landing-layout'
+import { CustomerStoryCard } from '@/app/(landing)/customers/components/customer-story-card/customer-story-card'
+
+export const revalidate = 86400
+
+export async function generateMetadata(): Promise<Metadata> {
+  const published = await getAllCustomerStoryMeta()
+  return {
+    ...buildIndexMetadata(CUSTOMER_SECTION, { pageNum: 1 }),
+    ...(published.length === 0 ? { robots: { index: false, follow: false } } : {}),
+  }
+}
+
+export default async function Page() {
+  const published = await getAllCustomerStoryMeta()
+  const visibleStories =
+    published.length === 0
+      ? CUSTOMER_STORIES
+      : CUSTOMER_STORIES.filter((story) => published.some((post) => post.slug === story.slug))
+  const stories = await Promise.all(
+    visibleStories.map(async (story) => ({
+      story,
+      post: await getCustomerStoryBySlug(story.slug),
+    }))
+  )
+  return (
+    <main id='main-content' className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+      <div className={HOME_INSET}>
+        <header className={cn('pb-16 max-sm:pb-10', LANDING_HERO_TOP_PADDING)}>
+          <p className='mb-6 text-[14px] text-[var(--text-secondary)]'>Customer stories</p>
+          <h1 className='max-w-[850px] text-balance text-[64px] leading-[1.04] tracking-[-0.03em] max-sm:text-[36px] max-xl:text-[52px]'>
+            The teams building their future with Sim.
+          </h1>
+          <p className='mt-6 max-w-[600px] text-[20px] text-[var(--text-secondary)] leading-[1.4] max-sm:text-[17px]'>
+            {CUSTOMER_SECTION.description}
+          </p>
+        </header>
+        <section
+          aria-labelledby='customer-stories-heading'
+          className='grid grid-cols-2 gap-x-8 gap-y-12 max-md:grid-cols-1'
+        >
+          <h2 id='customer-stories-heading' className='sr-only'>
+            Featured customer stories
+          </h2>
+          {stories.map(({ story, post }) =>
+            post ? <CustomerStoryCard key={story.slug} story={story} post={post} /> : null
+          )}
+        </section>
+      </div>
+    </main>
+  )
+}
diff --git a/apps/sim/app/(landing)/demo/components/demo-form/demo-form.tsx b/apps/sim/app/(landing)/demo/components/demo-form/demo-form.tsx
index ed741a23ade..0a9f9c47f48 100644
--- a/apps/sim/app/(landing)/demo/components/demo-form/demo-form.tsx
+++ b/apps/sim/app/(landing)/demo/components/demo-form/demo-form.tsx
@@ -124,7 +124,11 @@ function DemoField({ label, htmlFor, required, error, children }: DemoFieldProps
       role={isGroup ? 'group' : undefined}
       aria-labelledby={isGroup ? labelId : undefined}
     >
-      <Label id={labelId} htmlFor={htmlFor} className='pl-0.5 font-normal text-[var(--text-muted)]'>
+      <Label
+        id={labelId}
+        htmlFor={htmlFor}
+        className='pl-0.5 font-normal text-[var(--text-secondary)]'
+      >
         {label}
         {required ? (
           <span aria-hidden className='ml-0.5 text-[var(--text-error)]'>
@@ -225,7 +229,7 @@ export function DemoForm({ onComplete }: DemoFormProps) {
       <h2 id='demo-form-heading' className='text-[var(--text-primary)] text-xl leading-[1.2]'>
         Book a demo now
       </h2>
-      <p className='mt-1.5 text-[var(--text-muted)] text-sm'>
+      <p className='mt-1.5 text-[var(--text-secondary)] text-sm'>
         Tell us about your team and we'll tailor your demo to what you're building.
       </p>
 
diff --git a/apps/sim/app/(landing)/demo/components/demo-scheduler/demo-scheduler.test.tsx b/apps/sim/app/(landing)/demo/components/demo-scheduler/demo-scheduler.test.tsx
index 4416a77ee83..955e8e009f0 100644
--- a/apps/sim/app/(landing)/demo/components/demo-scheduler/demo-scheduler.test.tsx
+++ b/apps/sim/app/(landing)/demo/components/demo-scheduler/demo-scheduler.test.tsx
@@ -9,6 +9,7 @@ const {
   mockCal,
   mockCalComponent,
   mockConsent,
+  mockTheme,
   mockGetCalApi,
   mockTrackGoogleAdsConversion,
   mockTrackGoogleEvent,
@@ -16,11 +17,14 @@ const {
   mockCal: vi.fn(),
   mockCalComponent: vi.fn(() => null),
   mockConsent: { marketing: true, measurement: true },
+  mockTheme: { resolvedTheme: 'light' },
   mockGetCalApi: vi.fn(),
   mockTrackGoogleAdsConversion: vi.fn(),
   mockTrackGoogleEvent: vi.fn(),
 }))
 
+vi.mock('next-themes', () => ({ useTheme: () => mockTheme }))
+
 vi.mock('@calcom/embed-react', () => ({
   default: mockCalComponent,
   getCalApi: mockGetCalApi,
@@ -65,6 +69,7 @@ describe('DemoScheduler', () => {
   beforeEach(() => {
     ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
     vi.clearAllMocks()
+    mockTheme.resolvedTheme = 'light'
     mockConsent.marketing = true
     mockConsent.measurement = true
     mockGetCalApi.mockResolvedValue(mockCal)
@@ -82,7 +87,7 @@ describe('DemoScheduler', () => {
     window.twq = undefined
   })
 
-  it('passes the main-branch presentation and lead config to the official embed', async () => {
+  it('passes the current theme and lead config to the official embed', async () => {
     await act(async () => {
       root.render(<DemoScheduler lead={LEAD} />)
       await Promise.resolve()
@@ -108,11 +113,30 @@ describe('DemoScheduler', () => {
       undefined
     )
     expect(mockCal).toHaveBeenCalledWith('ui', {
+      theme: 'light',
       hideEventTypeDetails: true,
       styles: { branding: { brandColor: '#6f3dfa' } },
     })
   })
 
+  it('updates the embed when the visitor switches to dark mode', async () => {
+    await act(async () => {
+      root.render(<DemoScheduler lead={LEAD} />)
+    })
+    mockTheme.resolvedTheme = 'dark'
+    await act(async () => {
+      root.render(<DemoScheduler lead={LEAD} />)
+    })
+
+    expect(mockCalComponent).toHaveBeenLastCalledWith(
+      expect.objectContaining({
+        config: expect.objectContaining({ theme: 'dark', 'ui.color-scheme': 'dark' }),
+      }),
+      undefined
+    )
+    expect(mockCal).toHaveBeenCalledWith('ui', expect.objectContaining({ theme: 'dark' }))
+  })
+
   it('registers consent-aware booking analytics and removes the listener on unmount', async () => {
     const trackXEvent = vi.fn()
     window.twq = trackXEvent
@@ -172,6 +196,7 @@ describe('DemoScheduler', () => {
     })
 
     expect(mockCal).toHaveBeenCalledWith('ui', {
+      theme: 'light',
       hideEventTypeDetails: true,
       styles: { branding: { brandColor: '#6f3dfa' } },
     })
diff --git a/apps/sim/app/(landing)/demo/components/demo-scheduler/demo-scheduler.tsx b/apps/sim/app/(landing)/demo/components/demo-scheduler/demo-scheduler.tsx
index 5363069745c..c764782d10f 100644
--- a/apps/sim/app/(landing)/demo/components/demo-scheduler/demo-scheduler.tsx
+++ b/apps/sim/app/(landing)/demo/components/demo-scheduler/demo-scheduler.tsx
@@ -2,6 +2,7 @@
 
 import { useEffect } from 'react'
 import Cal, { getCalApi } from '@calcom/embed-react'
+import { useTheme } from 'next-themes'
 import { trackGoogleAdsConversion, trackGoogleEvent } from '@/lib/analytics/google'
 import { X_DEMO_BOOKED_EVENT_ID } from '@/lib/consent/scripts'
 import { useTrackingConsent } from '@/lib/consent/tracking-consent'
@@ -84,13 +85,15 @@ export function preloadCalEmbed(): void {
  * {@link DemoLead}. Rendered inside the card chrome owned by {@link DemoBooking}
  * and lazy-loaded, so the embed script never touches the initial landing bundle.
  *
- * The embed is pinned to the page's light theme and Sim's brand color, and the
+ * The embed follows the page's theme and carries Sim's brand color, and the
  * captured name/email/notes prefill the booking so the visitor never retypes. It
  * fills the panel (`flex-1`), which the parent sizes to the form's height, so the
  * card stays the same height across the form→calendar transition.
  */
 export function DemoScheduler({ lead }: DemoSchedulerProps) {
   const { marketing, measurement } = useTrackingConsent()
+  const { resolvedTheme } = useTheme()
+  const calTheme = resolvedTheme === 'dark' ? 'dark' : 'light'
 
   useEffect(() => {
     let cancelled = false
@@ -113,6 +116,7 @@ export function DemoScheduler({ lead }: DemoSchedulerProps) {
         if (cancelled) return
         cal('ui', {
           hideEventTypeDetails: true,
+          theme: calTheme,
           styles: { branding: { brandColor: CAL_BRAND_COLOR } },
         })
         if (measurement || marketing) {
@@ -127,14 +131,14 @@ export function DemoScheduler({ lead }: DemoSchedulerProps) {
         .then((cal) => cal('off', { action: 'bookingSuccessfulV2', callback: trackDemoBooked }))
         .catch(() => {})
     }
-  }, [marketing, measurement])
+  }, [calTheme, marketing, measurement])
 
   return (
     <div className='flex h-full min-w-0 flex-col p-6 max-sm:p-5'>
       <h2 className='text-[var(--text-primary)] text-xl leading-[1.2]'>
         Pick a time{lead.name ? `, ${lead.name}` : ''}
       </h2>
-      <p className='mt-1.5 text-[var(--text-muted)] text-sm'>
+      <p className='mt-1.5 text-[var(--text-secondary)] text-sm'>
         Choose a slot that works for your team and we'll send a calendar invite.
       </p>
       <div className='mt-5 min-h-0 flex-1'>
@@ -148,8 +152,8 @@ export function DemoScheduler({ lead }: DemoSchedulerProps) {
             name: lead.name,
             email: lead.email,
             notes: lead.notes,
-            theme: 'light',
-            'ui.color-scheme': 'light',
+            theme: calTheme,
+            'ui.color-scheme': calTheme,
             layout: 'month_view',
             useSlotsViewOnSmallScreen: 'true',
           }}
diff --git a/apps/sim/app/(landing)/demo/demo.tsx b/apps/sim/app/(landing)/demo/demo.tsx
index 96dba782d5a..85113e9effc 100644
--- a/apps/sim/app/(landing)/demo/demo.tsx
+++ b/apps/sim/app/(landing)/demo/demo.tsx
@@ -6,12 +6,12 @@ import { DemoBooking } from '@/app/(landing)/demo/components/demo-booking'
  * content (not absolute panels) and a content-height right card.
  *
  * The section is a two-column CSS grid capped and centered at the shared
- * `max-w-[1460px]` with the navbar-aligned `px-20` gutter, so the headline starts
+ * `max-w-[1728px]` with the navbar-aligned `px-10` gutter, so the headline starts
  * on the same vertical line as the wordmark. The desktop split is
  * `xl:grid-cols-2` with `xl:gap-x-0` - the columns split at the exact horizontal
  * center, so the right booking card occupies the same rectangle as the hero's
  * right visual panel: its left edge on the center line, its right edge on the
- * `px-20` gutter. The card is also inset from the section's top and bottom by 32px
+ * `px-10` gutter. The card is also inset from the section's top and bottom by 32px
  * (`xl:pt-8`/`xl:pb-8`), matching the hero panel's `top-8`/`bottom-8`. The booking
  * card spans both rows (`xl:row-span-2`) and its content drives the column
  * height - the left column stretches to match, so the logos bottom-anchor to the
@@ -28,7 +28,7 @@ import { DemoBooking } from '@/app/(landing)/demo/components/demo-booking'
  * proof reuses the shared {@link TrustedBy} block (the same label + logo grid the
  * hero uses), bottom-anchored (`xl:row-start-2 xl:self-end`) so it rests on the
  * card's lower edge. Below `xl` it stacks; the gutter follows the navbar
- * convention (`px-20 max-lg:px-8 max-sm:px-5`) so the headline stays on the
+ * convention (`px-10 max-md:px-7 max-lg:px-8 max-xl:px-9`) so the headline stays on the
  * wordmark line, and `max-sm` drops to the smallest type scale.
  *
  * Carries an sr-only product summary for AI citation (landing CLAUDE.md → GEO).
@@ -39,13 +39,13 @@ export default function Demo() {
       <section
         id='demo'
         aria-labelledby='demo-heading'
-        className='mx-auto grid w-full max-w-[1460px] grid-cols-1 gap-y-10 px-20 pt-20 pb-24 max-sm:gap-y-8 max-sm:px-5 max-sm:pt-16 max-sm:pb-16 max-lg:px-8 xl:grid-cols-2 xl:grid-rows-[auto_1fr] xl:gap-x-0 xl:pt-8 xl:pb-8'
+        className='mx-auto grid w-full max-w-[1728px] grid-cols-1 gap-y-10 px-10 pt-20 pb-24 max-sm:gap-y-8 max-sm:pt-16 max-sm:pb-16 max-md:px-7 max-lg:px-8 max-xl:px-9 xl:grid-cols-2 xl:grid-rows-[auto_1fr] xl:gap-x-0 xl:pt-8 xl:pb-8'
       >
         <div className='flex flex-col gap-5 xl:col-start-1 xl:row-start-1 xl:self-start xl:pt-[80px]'>
           <p className='sr-only'>
             Operationalize AI with Sim, the AI agent workspace where teams build, deploy, and manage
             AI agents and workflows. A Sim specialist walks your team through building agents that
-            automate real work across 1,000+ integrations and every major LLM, visually,
+            automate real work across hundreds of integrations and every major LLM, visually,
             conversationally, or with code.
           </p>
 
diff --git a/apps/sim/app/(landing)/demo/page.tsx b/apps/sim/app/(landing)/demo/page.tsx
index 5c197227422..1b3d155b663 100644
--- a/apps/sim/app/(landing)/demo/page.tsx
+++ b/apps/sim/app/(landing)/demo/page.tsx
@@ -5,7 +5,7 @@ export const revalidate = 3600
 
 const TITLE = 'Book a Demo | Sim, the AI Workspace'
 const DESCRIPTION =
-  'Book a demo of Sim, the AI agent workspace where teams build, deploy, and manage AI agents and workflows that connect 1,000+ integrations and every major LLM.'
+  'Book a demo of Sim, the AI agent workspace where teams build, deploy, and manage AI agents and workflows that connect hundreds of integrations and every major LLM.'
 
 export const metadata = buildLandingMetadata({
   title: TITLE,
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-feature-grid/enterprise-feature-grid.tsx b/apps/sim/app/(landing)/enterprise/components/enterprise-feature-grid/enterprise-feature-grid.tsx
deleted file mode 100644
index a9ef33990c7..00000000000
--- a/apps/sim/app/(landing)/enterprise/components/enterprise-feature-grid/enterprise-feature-grid.tsx
+++ /dev/null
@@ -1,120 +0,0 @@
-import { cn } from '@sim/emcn'
-import {
-  SolutionsCard,
-  SolutionsCardRowHeader,
-} from '@/app/(landing)/components/solutions-page/components/solutions-card-row/components'
-import { SOLUTIONS_SPACING } from '@/app/(landing)/components/solutions-page/constants'
-import type { SolutionsCardRowConfig } from '@/app/(landing)/components/solutions-page/types'
-
-/**
- * The enterprise feature sections rendered as ONE shared CSS grid so cards can
- * reflow across section boundaries in the two-column band (`sm`..`lg`,
- * 640-1023px). Separate per-section grids (what {@link SolutionsCardRow}
- * renders) leave an orphan cell there: each 3-card section breaks 2 + 1.
- *
- * Layout per breakpoint:
- * - `lg`+ (3 columns): source order - every header is followed by its own 3
- *   cards, matching {@link SolutionsCardRow} exactly.
- * - `sm`..`lg` (2 columns): the `sm:max-lg:order-*` classes regroup the 12
- *   cards into balanced blocks of 4 / 4 / 2 / 2 beneath the four headers, so
- *   no grid cell is ever empty. Cards borrowed from the next section render
- *   under the previous header in this band only.
- * - below `sm` (1 column): source order again - each header stacks above its
- *   own 3 cards.
- *
- * Each section keeps its `<section aria-labelledby>` landmark via
- * `display: contents`, so its header and cards participate directly in the
- * outer grid while the document outline (H2 -> H3) and anchor ids stay
- * identical to the `SolutionsCardRow` markup.
- *
- * Vertical rhythm is reproduced from the flex-column layout it replaces: the
- * grid's own `gap-8` (32px) supplies the inter-card gap, and headers carry
- * margins that top the gap up to the original values - `mb-4` lands the
- * header->cards distance at 48px (`cardRowHeaderToGrid`), and the top margins
- * land the section->section distance at 120/88/64px (`sectionRhythm`).
- */
-
-interface EnterpriseFeatureGridProps {
-  /** The four 3-card feature rows, in source order. */
-  rows: SolutionsCardRowConfig[]
-}
-
-/**
- * Header top margins recreating `LANDING_SECTION_RHYTHM` (120/88/64px) on top
- * of the grid's 32px row gap; `mb-4` recreates `cardRowHeaderToGrid` (48px).
- */
-const HEADER_RHYTHM = 'mt-[88px] mb-4 max-lg:mt-14 max-sm:mt-8'
-const FIRST_HEADER_RHYTHM = 'mb-4'
-
-/** Two-column-band ordering for the four headers (positions 1, 6, 11, 14). */
-const TABLET_HEADER_ORDER = [
-  'sm:max-lg:order-1',
-  'sm:max-lg:order-6',
-  'sm:max-lg:order-11',
-  'sm:max-lg:order-[14]',
-] as const
-
-/**
- * Two-column-band ordering for the 12 cards (flat index = rowIndex * 3 +
- * cardIndex), interleaved with {@link TABLET_HEADER_ORDER} to produce the
- * 4 / 4 / 2 / 2 grouping.
- */
-const TABLET_CARD_ORDER = [
-  'sm:max-lg:order-2',
-  'sm:max-lg:order-3',
-  'sm:max-lg:order-4',
-  'sm:max-lg:order-5',
-  'sm:max-lg:order-7',
-  'sm:max-lg:order-8',
-  'sm:max-lg:order-9',
-  'sm:max-lg:order-10',
-  'sm:max-lg:order-12',
-  'sm:max-lg:order-[13]',
-  'sm:max-lg:order-[15]',
-  'sm:max-lg:order-[16]',
-] as const
-
-export function EnterpriseFeatureGrid({ rows }: EnterpriseFeatureGridProps) {
-  return (
-    <div
-      className={cn(
-        'grid grid-cols-3 max-sm:grid-cols-1 max-lg:grid-cols-2',
-        SOLUTIONS_SPACING.cardGridGap
-      )}
-    >
-      {rows.map((row, rowIndex) => {
-        const headingId = `solutions-row-${row.id}-heading`
-
-        return (
-          <section
-            key={row.id}
-            id={`solutions-row-${row.id}`}
-            aria-labelledby={headingId}
-            className='contents'
-          >
-            <div
-              className={cn(
-                'col-span-full',
-                rowIndex === 0 ? FIRST_HEADER_RHYTHM : HEADER_RHYTHM,
-                TABLET_HEADER_ORDER[rowIndex]
-              )}
-            >
-              <SolutionsCardRowHeader row={row} headingId={headingId} />
-            </div>
-            {row.cards.map((card, cardIndex) => (
-              <div
-                key={`${row.id}-${card.title}`}
-                className={cn('min-w-0', TABLET_CARD_ORDER[rowIndex * 3 + cardIndex])}
-              >
-                <SolutionsCard
-                  card={card}
-                  headingId={`solutions-row-${row.id}-card-${cardIndex}-heading`}
-                />
-              </div>
-            ))}
-          </section>
-        )
-      })}
-    </div>
-  )
-}
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-feature-grid/index.ts b/apps/sim/app/(landing)/enterprise/components/enterprise-feature-grid/index.ts
deleted file mode 100644
index dd4d0d3f880..00000000000
--- a/apps/sim/app/(landing)/enterprise/components/enterprise-feature-grid/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export { EnterpriseFeatureGrid } from './enterprise-feature-grid'
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-home-stage.tsx b/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-home-stage.tsx
index 41458fddbcc..3a6b538ce57 100644
--- a/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-home-stage.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-home-stage.tsx
@@ -1,6 +1,6 @@
 'use client'
 
-import { useEffect, useMemo, useState } from 'react'
+import { useMemo } from 'react'
 import { ChevronDown, cn } from '@sim/emcn'
 import {
   ArrowRight,
@@ -26,55 +26,7 @@ import {
   REPLY_WORD_MS,
   SUGGESTED_ACTIONS,
 } from '@/app/(landing)/enterprise/components/enterprise-platform-loop/stage-data'
-
-/**
- * Reveals an incrementing count (typed chars, streamed words) at a fixed
- * step interval while `active`, deriving progress from ELAPSED time so a
- * throttled background tab catches up instead of stalling mid-reveal.
- * Resets to 0 when inactive; jumps straight to `total` under
- * `prefers-reduced-motion`.
- */
-function useElapsedReveal(active: boolean, stepMs: number, total: number) {
-  const [revealed, setRevealed] = useState(0)
-
-  useEffect(() => {
-    if (!active) {
-      setRevealed(0)
-      return
-    }
-
-    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
-    let interval: ReturnType<typeof setInterval> | null = null
-
-    const run = () => {
-      const startedAt = performance.now()
-      interval = setInterval(() => {
-        const elapsed = performance.now() - startedAt
-        const n = Math.min(Math.floor(elapsed / stepMs) + 1, total)
-        setRevealed(n)
-        if (n >= total && interval) clearInterval(interval)
-      }, stepMs)
-    }
-
-    const syncMotionPreference = () => {
-      if (interval) clearInterval(interval)
-      if (media.matches) {
-        setRevealed(total)
-        return
-      }
-      run()
-    }
-
-    syncMotionPreference()
-    media.addEventListener('change', syncMotionPreference)
-    return () => {
-      media.removeEventListener('change', syncMotionPreference)
-      if (interval) clearInterval(interval)
-    }
-  }, [active, stepMs, total])
-
-  return revealed
-}
+import { useElapsedReveal } from '@/app/(landing)/hooks/use-elapsed-reveal'
 
 /** Greyscale leading icons for the suggested-action rows, in row order. */
 const ACTION_ICONS = [Table, ShieldCheck, ClipboardList, Files] as const
@@ -100,7 +52,7 @@ interface ComposerProps {
  */
 function Composer({ children, active }: ComposerProps) {
   return (
-    <div className='w-full rounded-2xl border border-[var(--border-1)] bg-[var(--white)] px-2.5 py-2 shadow-[0_1px_2px_0_rgba(18,18,18,0.05)]'>
+    <div className='w-full rounded-2xl border border-[var(--border)] bg-[var(--white)] px-2.5 py-2 shadow-[0_1px_2px_0_rgba(18,18,18,0.05)] dark:bg-[var(--surface-4)]'>
       <p className='min-h-[24px] px-1.5 pt-1 text-[15px] text-[var(--text-primary)] leading-[24px]'>
         {children}
       </p>
@@ -121,10 +73,10 @@ function Composer({ children, active }: ComposerProps) {
           <span
             className={cn(
               'flex size-[28px] items-center justify-center rounded-full transition-colors duration-200',
-              active ? 'bg-[#383838]' : 'bg-[#808080]'
+              active ? 'bg-[#383838] dark:bg-[#E0E0E0]' : 'bg-[#808080]'
             )}
           >
-            <ArrowUp className='size-[16px] text-white' />
+            <ArrowUp className='size-[16px] text-white dark:text-black' />
           </span>
         </span>
       </div>
@@ -231,7 +183,7 @@ export function EnterpriseHomeStage({
                   <span
                     key={action}
                     className={cn(
-                      'flex items-center gap-2 border-[var(--border-1)] px-2 py-2',
+                      'flex items-center gap-2 border-[var(--border)] px-2 py-2',
                       i > 0 && 'border-t'
                     )}
                   >
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-sidebar.tsx b/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-sidebar.tsx
index 8c366be696f..baa1590476b 100644
--- a/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-sidebar.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-sidebar.tsx
@@ -63,7 +63,7 @@ function TextRow({ label }: { label: string }) {
 function SectionLabel({ label, actions }: { label: string; actions?: boolean }) {
   return (
     <div className='flex items-center justify-between px-4 pb-1.5'>
-      <span className='text-[var(--text-muted)] text-caption'>{label}</span>
+      <span className='text-[var(--text-secondary)] text-caption'>{label}</span>
       {actions && (
         <span className='flex items-center gap-2 text-[var(--text-icon)]'>
           <MoreHorizontal className='size-[14px]' />
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/stage-data.ts b/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/stage-data.ts
index 99d1797a03f..5340ac337ad 100644
--- a/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/stage-data.ts
+++ b/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/stage-data.ts
@@ -1,5 +1,5 @@
 import { Table as TableIcon } from '@sim/emcn/icons'
-import { AgentIcon, ConditionalIcon, MailIcon, StartIcon } from '@/components/icons'
+import { AgentIcon, ConditionalIcon, HumanInTheLoopIcon, StartIcon } from '@/components/icons'
 import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
 
 /**
@@ -68,8 +68,8 @@ export const SUGGESTED_ACTIONS = [
  * the NetSuite PO match, exceptions are flagged, and the flow fans out to
  * finance review and the audit log. Same geometry conventions as the homepage
  * stage (250px blocks, vertical spine at x=155, terminals fanned at y=580);
- * tiles use the platform's grey text ramp - color is reserved for real
- * third-party marks, and none of these carry one.
+ * cards use production workflow role accents, with no third-party brand
+ * treatment in this particular flow.
  *
  * Ordered by build sequence; an edge draws once both endpoints are on canvas.
  */
@@ -77,6 +77,8 @@ export const ENTERPRISE_STAGE_BLOCKS: BlockDef[] = [
   {
     id: 'start',
     name: 'Start',
+    type: 'start_trigger',
+    typeLabel: 'Start',
     icon: StartIcon,
     bgColor: 'var(--text-muted)',
     isTrigger: true,
@@ -87,6 +89,8 @@ export const ENTERPRISE_STAGE_BLOCKS: BlockDef[] = [
   {
     id: 'match',
     name: 'Match PO',
+    type: 'agent',
+    typeLabel: 'Agent',
     icon: AgentIcon,
     bgColor: 'var(--text-primary)',
     rows: [
@@ -99,6 +103,8 @@ export const ENTERPRISE_STAGE_BLOCKS: BlockDef[] = [
   {
     id: 'exceptions',
     name: 'Flag exceptions',
+    type: 'condition',
+    typeLabel: 'Condition',
     icon: ConditionalIcon,
     bgColor: 'var(--text-secondary)',
     rows: [{ title: 'Conditions', value: '-' }],
@@ -108,12 +114,14 @@ export const ENTERPRISE_STAGE_BLOCKS: BlockDef[] = [
   {
     id: 'review',
     name: 'Finance review',
-    icon: MailIcon,
+    type: 'human_in_the_loop',
+    typeLabel: 'Human',
+    icon: HumanInTheLoopIcon,
     bgColor: 'var(--text-body)',
     isTerminal: true,
     rows: [
-      { title: 'To', value: '-' },
-      { title: 'Subject', value: '-' },
+      { title: 'Display Data', value: '-' },
+      { title: 'Resume Form', value: '-' },
     ],
     x: 0,
     y: 560,
@@ -121,6 +129,8 @@ export const ENTERPRISE_STAGE_BLOCKS: BlockDef[] = [
   {
     id: 'audit',
     name: 'Audit log',
+    type: 'table',
+    typeLabel: 'Table',
     icon: TableIcon,
     bgColor: 'var(--text-muted)',
     isTerminal: true,
@@ -142,7 +152,7 @@ export const ENTERPRISE_STAGE_EDGES: ReadonlyArray<readonly [string, string]> =
 ]
 
 /** Design-space bounding box of the layout above. */
-export const ENTERPRISE_STAGE_CANVAS = { width: 560, height: 680 } as const
+export const ENTERPRISE_STAGE_CANVAS = { width: 560, height: 712 } as const
 
 /** Where the main pane is within one loop pass. */
 export type EnterpriseLoopPhase = 'idle' | 'typing' | 'typed' | 'dispatch' | 'reply'
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-limits-preview/enterprise-limits-preview.tsx b/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-limits-preview/enterprise-limits-preview.tsx
new file mode 100644
index 00000000000..6776cb02c82
--- /dev/null
+++ b/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-limits-preview/enterprise-limits-preview.tsx
@@ -0,0 +1,30 @@
+import { ChipInput } from '@sim/emcn'
+import { Building } from '@sim/emcn/icons'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+import { SegmentedMeter } from '@/app/workspace/[workspaceId]/settings/components/segmented-meter/segmented-meter'
+import { SettingsSection } from '@/app/workspace/[workspaceId]/settings/components/settings-section/settings-section'
+
+/** The Enterprise seat allowance and usage-limit field use the settings page's own primitives. */
+export function EnterpriseLimitsPreview() {
+  return (
+    <div className='absolute top-16 right-[12%] bottom-[-40px] left-[12%] min-w-[360px] overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)]'>
+      <MenuPreviewHeader icon={Building} title='Organization' />
+      <div className='flex flex-col gap-6 px-4 py-4'>
+        <SettingsSection label='Seats'>
+          <div className='flex flex-col gap-2.5'>
+            <span className='text-[var(--text-body)] text-small tabular-nums'>
+              18 used / 25 total
+            </span>
+            <SegmentedMeter used={18} total={25} segments={25} />
+            <p className='text-[var(--text-muted)] text-small'>
+              Contact support for enterprise seat changes.
+            </p>
+          </div>
+        </SettingsSection>
+        <SettingsSection label='Usage limit'>
+          <ChipInput aria-label='Example monthly credit limit' value='200000' readOnly />
+        </SettingsSection>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-limits-preview/index.ts b/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-limits-preview/index.ts
new file mode 100644
index 00000000000..072e1ef42dd
--- /dev/null
+++ b/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-limits-preview/index.ts
@@ -0,0 +1 @@
+export { EnterpriseLimitsPreview } from './enterprise-limits-preview'
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-members-preview/enterprise-members-preview.tsx b/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-members-preview/enterprise-members-preview.tsx
new file mode 100644
index 00000000000..074ad524750
--- /dev/null
+++ b/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-members-preview/enterprise-members-preview.tsx
@@ -0,0 +1,118 @@
+'use client'
+
+import { useState } from 'react'
+import { ChipDropdown, ChipInput } from '@sim/emcn'
+import { Building, Search } from '@sim/emcn/icons'
+import {
+  MemberRow,
+  MemberSection,
+} from '@/app/workspace/[workspaceId]/settings/components/member-list/member-list'
+
+const MEMBERS = [
+  { name: 'Morgan', email: 'morgan@example.com', role: 'owner' },
+  { name: 'Alex', email: 'alex@example.com', role: 'admin' },
+  { name: 'Jamie', email: 'jamie@example.com', role: 'member' },
+  { name: 'Casey', email: 'casey@example.com', role: 'member' },
+] as const
+
+const ORGANIZATION_ROLES = [
+  { value: 'admin', label: 'Admin' },
+  { value: 'member', label: 'Member' },
+] as const
+
+const WORKSPACE_ROLES = [
+  { value: 'read', label: 'Read' },
+  { value: 'write', label: 'Write' },
+  { value: 'admin', label: 'Admin' },
+] as const
+
+/** Real settings rows and role controls, with local sample data for the public preview. */
+export function EnterpriseMembersPreview() {
+  const [query, setQuery] = useState('')
+  const [organizationRoles, setOrganizationRoles] = useState<Record<string, string>>({})
+  const [workspaceRoles, setWorkspaceRoles] = useState<Record<string, string>>({})
+  const filteredMembers = MEMBERS.filter((member) =>
+    `${member.name} ${member.email}`.toLowerCase().includes(query.trim().toLowerCase())
+  )
+
+  return (
+    <>
+      <div className='-translate-x-1/2 absolute top-20 bottom-[-40px] left-1/2 w-[calc(100%-160px)] max-w-[1000px] overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] shadow-xs max-sm:top-8 max-sm:w-[calc(100%-40px)] max-lg:w-[calc(100%-80px)]'>
+        <div className='flex h-11 items-center gap-2 border-[var(--border)] border-b px-4'>
+          <Building aria-hidden='true' className='size-[14px] text-[var(--text-icon)]' />
+          <span className='text-[var(--text-primary)] text-base'>Organization</span>
+        </div>
+        <div className='mx-auto flex max-h-[392px] max-w-[760px] flex-col gap-6 overflow-y-auto overscroll-contain px-4 py-4 max-sm:max-h-[304px] max-sm:gap-6 max-sm:px-4 max-sm:py-5'>
+          <ChipInput
+            aria-label='Search example organization members'
+            className='shrink-0'
+            icon={Search}
+            placeholder='Search members...'
+            value={query}
+            onChange={(event) => setQuery(event.target.value)}
+          />
+          <MemberSection
+            label={`Members (${MEMBERS.length})`}
+            isEmpty={filteredMembers.length === 0}
+            emptyText='No matching members'
+          >
+            {filteredMembers.map((member) => (
+              <MemberRow
+                key={member.email}
+                name={member.name}
+                email={member.email}
+                image={null}
+                status=''
+                roleControl={
+                  <ChipDropdown
+                    aria-label={`Organization role for ${member.name}: ${ORGANIZATION_ROLES.find((option) => option.value === (organizationRoles[member.email] ?? member.role))?.label ?? 'Owner'}`}
+                    value={organizationRoles[member.email] ?? member.role}
+                    options={
+                      member.role === 'owner'
+                        ? [{ value: 'owner', label: 'Owner' }]
+                        : ORGANIZATION_ROLES
+                    }
+                    onChange={(role) =>
+                      setOrganizationRoles((roles) => ({ ...roles, [member.email]: role }))
+                    }
+                    disabled={member.role === 'owner'}
+                    matchTriggerWidth={false}
+                  />
+                }
+              />
+            ))}
+          </MemberSection>
+          <MemberSection
+            label={`Brightwave (${MEMBERS.length})`}
+            isEmpty={filteredMembers.length === 0}
+            emptyText='No matching workspace members'
+          >
+            {filteredMembers.map((member) => (
+              <MemberRow
+                key={member.email}
+                name={member.name}
+                email={member.email}
+                image={null}
+                status=''
+                roleControl={
+                  <ChipDropdown
+                    aria-label={`Workspace role for ${member.name}: ${WORKSPACE_ROLES.find((option) => option.value === (workspaceRoles[member.email] ?? (member.role === 'owner' ? 'admin' : 'write')))?.label}`}
+                    value={
+                      workspaceRoles[member.email] ?? (member.role === 'owner' ? 'admin' : 'write')
+                    }
+                    options={WORKSPACE_ROLES}
+                    onChange={(role) =>
+                      setWorkspaceRoles((roles) => ({ ...roles, [member.email]: role }))
+                    }
+                    disabled={member.role === 'owner'}
+                    matchTriggerWidth={false}
+                  />
+                }
+              />
+            ))}
+          </MemberSection>
+        </div>
+      </div>
+    </>
+  )
+}
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-members-preview/index.ts b/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-members-preview/index.ts
new file mode 100644
index 00000000000..dc5cde12642
--- /dev/null
+++ b/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/enterprise-members-preview/index.ts
@@ -0,0 +1 @@
+export { EnterpriseMembersPreview } from './enterprise-members-preview'
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/index.ts b/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/index.ts
new file mode 100644
index 00000000000..66bc157dd84
--- /dev/null
+++ b/apps/sim/app/(landing)/enterprise/components/enterprise-product-previews/index.ts
@@ -0,0 +1,2 @@
+export { EnterpriseLimitsPreview } from './enterprise-limits-preview'
+export { EnterpriseMembersPreview } from './enterprise-members-preview'
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/audit-trail-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/audit-trail-graphic.tsx
index 16b0093323d..1860c3f478f 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/audit-trail-graphic.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/audit-trail-graphic.tsx
@@ -138,7 +138,7 @@ export function AuditTrailGraphic({ entries = ENTRIES }: AuditTrailGraphicProps
                     'flex items-center gap-3 px-3 py-2.5',
                     newest &&
                       cn(
-                        'rounded-xl border border-[var(--border-1)] bg-[var(--white)] shadow-xs',
+                        'rounded-xl border border-[var(--border-1)] bg-[var(--white)] shadow-xs dark:bg-[var(--surface-4)]',
                         styles.stampIn
                       )
                   )}
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/build-methods-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/build-methods-graphic.tsx
deleted file mode 100644
index 51ec0ae5d82..00000000000
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/build-methods-graphic.tsx
+++ /dev/null
@@ -1,337 +0,0 @@
-'use client'
-
-import { useEffect, useState } from 'react'
-import { cn } from '@sim/emcn'
-import { ArrowUp, FolderCode, Mic, Paperclip, Plus, Slash } from '@sim/emcn/icons'
-import { ThinkingLoader } from '@/components/ui'
-import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics/feature-graphic-shell'
-import { FeaturePlatformPanel } from '@/app/(landing)/enterprise/components/feature-graphics/feature-platform-panel'
-
-interface CodeSegment {
-  text: string
-  tone?: 'muted' | 'primary'
-}
-
-/** The `support-agent.ts` contents, split into tone-colored typewriter segments. */
-const CODE_LINES: CodeSegment[][] = [
-  [
-    { text: 'import', tone: 'muted' },
-    { text: ' ' },
-    { text: '{ agent }', tone: 'primary' },
-    { text: ' ' },
-    { text: 'from', tone: 'muted' },
-    { text: ' ' },
-    { text: "'@sim/sdk'", tone: 'primary' },
-  ],
-  [
-    { text: 'const', tone: 'muted' },
-    { text: ' ' },
-    { text: 'supportAgent', tone: 'primary' },
-    { text: ' ' },
-    { text: '= await', tone: 'muted' },
-    { text: ' ' },
-    { text: 'agent', tone: 'primary' },
-  ],
-  [{ text: '  .workflow({' }],
-  [
-    { text: '    ' },
-    { text: 'name:', tone: 'muted' },
-    { text: ' ' },
-    { text: "'Support agent'", tone: 'primary' },
-    { text: ',' },
-  ],
-  [{ text: '    ' }, { text: 'instructions:', tone: 'muted' }],
-  [{ text: '    ' }, { text: "'Answer customer questions'", tone: 'primary' }, { text: ',' }],
-  [
-    { text: '    ' },
-    { text: 'tools:', tone: 'muted' },
-    { text: ' ' },
-    { text: '[zendesk, slack]', tone: 'primary' },
-    { text: ',' },
-  ],
-  [{ text: '  })' }],
-]
-
-const CODE_LINE_LENGTHS = CODE_LINES.map((line) =>
-  line.reduce((total, segment) => total + segment.text.length, 0)
-)
-const CODE_LINE_STARTS = CODE_LINE_LENGTHS.map((_, index) =>
-  CODE_LINE_LENGTHS.slice(0, index).reduce((total, length) => total + length, 0)
-)
-const CODE_TOTAL_CHARS = CODE_LINE_LENGTHS.reduce((total, length) => total + length, 0)
-
-const PROMPT = 'Create a support agent that answers customer questions'
-const REPLY =
-  'On it. Scaffolding a support agent with Zendesk and Slack that answers customer questions.'
-const REPLY_WORDS = REPLY.split(' ')
-
-const CODE_START_MS = 500
-const CODE_CHAR_MS = 24
-const COMPOSER_IN_MS = 5300
-const PROMPT_START_MS = 6000
-const PROMPT_CHAR_MS = 55
-const SEND_MS = 9600
-const CHAT_ENTER_MS = 10100
-const REPLY_MS = 11600
-const REPLY_WORD_MS = 80
-const FADE_MS = 15100
-const LOOP_MS = 15700
-
-type BuildMethodsPhase =
-  | 'idle'
-  | 'code'
-  | 'composer'
-  | 'prompt'
-  | 'exit'
-  | 'chat'
-  | 'reply'
-  | 'fade'
-
-const SEGMENT_TONE_CLASS = {
-  muted: 'text-[var(--text-muted)]',
-  primary: 'text-[var(--text-primary)]',
-} as const
-
-/** Renders one code line clipped to the number of characters typed so far. */
-function renderCodeLine(segments: CodeSegment[], visibleChars: number) {
-  const rendered = []
-  let remaining = visibleChars
-  for (let index = 0; index < segments.length && remaining > 0; index++) {
-    const segment = segments[index]
-    rendered.push(
-      <span key={index} className={segment.tone && SEGMENT_TONE_CLASS[segment.tone]}>
-        {segment.text.slice(0, remaining)}
-      </span>
-    )
-    remaining -= segment.text.length
-  }
-  return rendered
-}
-
-/**
- * Decorative loop for the "Build visually or with code" tile: the
- * `support-agent.ts` editor types itself out, the platform composer slides up
- * and receives a typed prompt, and the send beat swaps the editor for a
- * headerless Mothership chat surface — the same agent built from code or from
- * a message. All window bodies sit on `--white`, matching the hero surfaces.
- *
- * Window handoffs are exit-before-enter orchestration, never crossfades: the
- * editor fully exits (slides down and fades over 380ms) during the `exit`
- * phase, the stage holds empty for a beat, and only then does the chat enter
- * (slide-up fade, 420ms). The composer is a pure transform slide from below
- * the shell's clipped edge — its opacity never animates, so it never reads as
- * a translucent layer over the editor. Panel transitions are disabled on the
- * `idle` reset so state snaps back while the scene-level fade has the tile at
- * zero opacity. Local timers + CSS transitions only, mirroring the other
- * landing loops; under `prefers-reduced-motion` it renders the finished
- * editor + composer as a static frame.
- */
-export function BuildMethodsGraphic() {
-  const [phase, setPhase] = useState<BuildMethodsPhase>('idle')
-  const [typedCodeChars, setTypedCodeChars] = useState(0)
-  const [typedPromptChars, setTypedPromptChars] = useState(0)
-  const [revealedReplyWords, setRevealedReplyWords] = useState(0)
-  const [reducedMotion, setReducedMotion] = useState(false)
-
-  useEffect(() => {
-    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
-    const timeouts: ReturnType<typeof setTimeout>[] = []
-    const intervals: ReturnType<typeof setInterval>[] = []
-
-    const clearScheduled = () => {
-      for (const timeout of timeouts) clearTimeout(timeout)
-      for (const interval of intervals) clearInterval(interval)
-      timeouts.length = 0
-      intervals.length = 0
-    }
-
-    const showFinished = () => {
-      setReducedMotion(true)
-      setPhase('composer')
-      setTypedCodeChars(CODE_TOTAL_CHARS)
-      setTypedPromptChars(0)
-      setRevealedReplyWords(0)
-    }
-
-    const startCodeTyping = () => {
-      setPhase('code')
-      const startedAt = performance.now()
-      const interval = setInterval(() => {
-        const elapsed = performance.now() - startedAt
-        const next = Math.min(Math.floor(elapsed / CODE_CHAR_MS) + 1, CODE_TOTAL_CHARS)
-        setTypedCodeChars(next)
-        if (next >= CODE_TOTAL_CHARS) clearInterval(interval)
-      }, CODE_CHAR_MS)
-      intervals.push(interval)
-    }
-
-    const startPromptTyping = () => {
-      setPhase('prompt')
-      const startedAt = performance.now()
-      const interval = setInterval(() => {
-        const elapsed = performance.now() - startedAt
-        const next = Math.min(Math.floor(elapsed / PROMPT_CHAR_MS) + 1, PROMPT.length)
-        setTypedPromptChars(next)
-        if (next >= PROMPT.length) clearInterval(interval)
-      }, PROMPT_CHAR_MS)
-      intervals.push(interval)
-    }
-
-    const startReply = () => {
-      setPhase('reply')
-      const startedAt = performance.now()
-      const interval = setInterval(() => {
-        const elapsed = performance.now() - startedAt
-        const next = Math.min(Math.floor(elapsed / REPLY_WORD_MS) + 1, REPLY_WORDS.length)
-        setRevealedReplyWords(next)
-        if (next >= REPLY_WORDS.length) clearInterval(interval)
-      }, REPLY_WORD_MS)
-      intervals.push(interval)
-    }
-
-    const runLoop = () => {
-      clearScheduled()
-      setReducedMotion(false)
-      setPhase('idle')
-      setTypedCodeChars(0)
-      setTypedPromptChars(0)
-      setRevealedReplyWords(0)
-
-      timeouts.push(setTimeout(startCodeTyping, CODE_START_MS))
-      timeouts.push(setTimeout(() => setPhase('composer'), COMPOSER_IN_MS))
-      timeouts.push(setTimeout(startPromptTyping, PROMPT_START_MS))
-      timeouts.push(setTimeout(() => setPhase('exit'), SEND_MS))
-      timeouts.push(setTimeout(() => setPhase('chat'), CHAT_ENTER_MS))
-      timeouts.push(setTimeout(startReply, REPLY_MS))
-      timeouts.push(setTimeout(() => setPhase('fade'), FADE_MS))
-      timeouts.push(setTimeout(runLoop, LOOP_MS))
-    }
-
-    const syncMotionPreference = () => {
-      clearScheduled()
-      if (media.matches) {
-        showFinished()
-        return
-      }
-      runLoop()
-    }
-
-    syncMotionPreference()
-    media.addEventListener('change', syncMotionPreference)
-    return () => {
-      media.removeEventListener('change', syncMotionPreference)
-      clearScheduled()
-    }
-  }, [])
-
-  const codeTypingActive = phase === 'code' && typedCodeChars < CODE_TOTAL_CHARS
-  const composerVisible = reducedMotion || !['idle', 'code'].includes(phase)
-  const editorExited = !reducedMotion && ['exit', 'chat', 'reply', 'fade'].includes(phase)
-  const chatOpen = !reducedMotion && ['chat', 'reply', 'fade'].includes(phase)
-  const promptText = phase === 'prompt' || phase === 'exit' ? PROMPT.slice(0, typedPromptChars) : ''
-  const replyText = REPLY_WORDS.slice(0, revealedReplyWords).join(' ')
-  const lastStartedLine = CODE_LINE_STARTS.reduce(
-    (last, start, index) => (typedCodeChars > start ? index : last),
-    -1
-  )
-
-  return (
-    <FeatureGraphicShell>
-      <div
-        className={cn(
-          'absolute inset-0 transition-opacity duration-300 ease-out motion-reduce:transition-none',
-          phase === 'fade' ? 'opacity-0' : 'opacity-100'
-        )}
-      >
-        <FeaturePlatformPanel
-          className={cn(
-            'top-5 bg-[var(--white)] transition-[transform,opacity] [transition-duration:380ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
-            phase === 'idle' && 'transition-none',
-            editorExited ? 'translate-y-16 opacity-0' : 'translate-y-0 opacity-100'
-          )}
-          icon={FolderCode}
-          title='support-agent.ts'
-        >
-          <div className='min-h-[190px] space-y-2 p-4 font-mono text-caption leading-[1.7]'>
-            {CODE_LINES.map((line, index) =>
-              typedCodeChars > CODE_LINE_STARTS[index] ? (
-                <div key={index} className='flex gap-3'>
-                  <span className='w-3 select-none text-right text-[var(--text-muted)]'>
-                    {index + 1}
-                  </span>
-                  <code>
-                    {renderCodeLine(line, typedCodeChars - CODE_LINE_STARTS[index])}
-                    {codeTypingActive && index === lastStartedLine && (
-                      <span className='ml-px inline-block h-[1.1em] w-px translate-y-[2px] animate-pulse bg-[var(--text-primary)] align-text-bottom' />
-                    )}
-                  </code>
-                </div>
-              ) : null
-            )}
-          </div>
-        </FeaturePlatformPanel>
-
-        <div
-          aria-hidden='true'
-          className={cn(
-            'absolute top-5 right-0 bottom-0 left-0 overflow-hidden rounded-tl-xl border-[var(--border-1)] border-t border-l bg-[var(--white)] shadow-xs transition-[transform,opacity] [transition-duration:420ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
-            phase === 'idle' && 'transition-none',
-            chatOpen ? 'translate-y-0 opacity-100' : 'translate-y-6 opacity-0'
-          )}
-        >
-          <div className='flex flex-col gap-3 p-4'>
-            <div className='max-w-[80%] self-end rounded-lg bg-[var(--surface-3)] px-3 py-2 text-[var(--text-primary)] text-caption leading-[1.5]'>
-              {PROMPT}
-            </div>
-            {phase === 'chat' && <ThinkingLoader size={18} phase labelRatio={0.6} />}
-            <p
-              className={cn(
-                'text-[var(--text-primary)] text-caption leading-[1.6] transition-opacity duration-200 ease-out',
-                phase === 'reply' || phase === 'fade' ? 'opacity-100' : 'opacity-0'
-              )}
-            >
-              {replyText}
-            </p>
-          </div>
-        </div>
-
-        <div
-          className={cn(
-            'absolute right-3 bottom-5 left-5 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs transition-transform [transition-duration:450ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
-            phase === 'idle' && 'transition-none',
-            composerVisible ? 'translate-y-0' : 'translate-y-[130%]'
-          )}
-        >
-          <p
-            className={cn(
-              'px-1 text-caption',
-              promptText ? 'text-[var(--text-primary)]' : 'text-[var(--text-muted)]'
-            )}
-          >
-            {promptText || 'Send message to Sim'}
-            {phase === 'prompt' && typedPromptChars < PROMPT.length && (
-              <span className='ml-px inline-block h-[1.1em] w-px translate-y-[2px] animate-pulse bg-[var(--text-primary)] align-text-bottom' />
-            )}
-          </p>
-          <div className='mt-2 flex items-center gap-1'>
-            <span className='flex size-6 items-center justify-center'>
-              <Plus className='size-[14px] text-[var(--text-icon)]' />
-            </span>
-            <span className='flex size-6 items-center justify-center'>
-              <Paperclip className='size-[14px] text-[var(--text-icon)]' />
-            </span>
-            <span className='flex size-6 items-center justify-center'>
-              <Slash className='size-[14px] text-[var(--text-icon)]' />
-            </span>
-            <span className='ml-auto flex size-6 items-center justify-center'>
-              <Mic className='size-[14px] text-[var(--text-icon)]' />
-            </span>
-            <span className='flex size-7 items-center justify-center rounded-full bg-[var(--text-primary)]'>
-              <ArrowUp className='size-[14px] text-[var(--text-inverse)]' />
-            </span>
-          </div>
-        </div>
-      </div>
-    </FeatureGraphicShell>
-  )
-}
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/constants.ts b/apps/sim/app/(landing)/enterprise/components/feature-graphics/constants.ts
new file mode 100644
index 00000000000..096ec12885b
--- /dev/null
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/constants.ts
@@ -0,0 +1,21 @@
+import type { CSSProperties } from 'react'
+
+/**
+ * Loader ink for the tiles' inverse grounds - the dark Deploy button and the
+ * charcoal router hub on the light page, both of which turn light once the
+ * page goes dark. The loader there takes the *opposite* theme's thinking-loader
+ * ink, because the page theme would otherwise ink it to match the very ground
+ * it sits on: light grey (the `.dark` tokens) on the light page, the page's own
+ * dark ink (the `.light` tokens) in dark mode. Literals, because no token names
+ * the other theme's ink; {@link INVERSE_LOADER_INK_CLASS} carries the pair as
+ * custom properties and {@link INVERSE_LOADER_INK_STYLE} points the loader at
+ * them.
+ */
+export const INVERSE_LOADER_INK_CLASS =
+  '[--inverse-ink-inner:#a7a7a7] [--inverse-ink-outer:#d6d6d6] [--inverse-ink-glow:rgba(255,255,255,0.9)] dark:[--inverse-ink-inner:#2c2c2c] dark:[--inverse-ink-outer:#5f5f5f] dark:[--inverse-ink-glow:rgba(255,255,255,0.6)]'
+
+export const INVERSE_LOADER_INK_STYLE = {
+  '--tl-grad-inner': 'var(--inverse-ink-inner)',
+  '--tl-grad-outer': 'var(--inverse-ink-outer)',
+  '--tl-glow': 'var(--inverse-ink-glow)',
+} as CSSProperties
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/deploy-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/deploy-graphic.tsx
index 7bdf0e94c91..9d27f7c85d8 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/deploy-graphic.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/deploy-graphic.tsx
@@ -1,23 +1,14 @@
-import type { CSSProperties } from 'react'
 import { ChipTag, chipContentLabelClass, chipGeometryClass, cn } from '@sim/emcn'
 import { CircleCheck, Lock } from '@sim/emcn/icons'
 import { ThinkingLoader } from '@/components/ui'
 import colorMixFallbacks from '@/app/(landing)/components/shared/color-mix-fallbacks/color-mix-fallbacks.module.css'
+import {
+  INVERSE_LOADER_INK_CLASS,
+  INVERSE_LOADER_INK_STYLE,
+} from '@/app/(landing)/enterprise/components/feature-graphics/constants'
 import styles from '@/app/(landing)/enterprise/components/feature-graphics/deploy-graphic.module.css'
 import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics/feature-graphic-shell'
 
-/**
- * The ThinkingLoader's light-grey material (its dark-surface theme from
- * `thinking-loader.module.css`), asserted inline because the always-light
- * landing would otherwise ink the loader dark — invisible on the dark
- * Deploy button.
- */
-const DEPLOY_LOADER_INK = {
-  '--tl-grad-inner': '#a7a7a7',
-  '--tl-grad-outer': '#d6d6d6',
-  '--tl-glow': 'rgba(255, 255, 255, 0.9)',
-} as CSSProperties
-
 /**
  * The moment of a one-click deploy, told top to bottom: the agent being
  * shipped, the Deploy button, and a
@@ -55,10 +46,8 @@ const DEPLOY_LOADER_INK = {
  * but not left, so this centered vignette adds matching right padding to land
  * on the tile's visible center instead of the bled slot's center.
  *
- * The browser window is pinned to `h-24` (96px) so its top edge lands on the
- * same line as the neighboring build-methods tile's composer (76px tall +
- * `bottom-5`), keeping the tile row horizontally aligned; both connector
- * lines are `flex-1` with mirrored margins, so the Deploy button stays
+ * The browser window is pinned to `h-24` (96px). Both connector lines are
+ * `flex-1` with mirrored margins, so the Deploy button stays
  * equidistant between the agent pill and the browser at any tile height.
  *
  * Every label is parametrizable so other landing pages (engineering,
@@ -116,7 +105,12 @@ export function DeployGraphic({
             'mx-0 mt-2.5 inline-flex h-9 rounded-[10px] bg-[var(--text-muted)] px-3 text-[var(--text-inverse)]'
           )}
         >
-          <ThinkingLoader variant='relay' size={18} style={DEPLOY_LOADER_INK} />
+          <ThinkingLoader
+            variant='relay'
+            size={18}
+            className={INVERSE_LOADER_INK_CLASS}
+            style={INVERSE_LOADER_INK_STYLE}
+          />
           <span className={cn(chipContentLabelClass, 'text-[15px] text-current')}>
             {buttonLabel}
           </span>
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/feature-graphic-shell.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/feature-graphic-shell.tsx
index f61fe4eeaab..7f4362c4f90 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/feature-graphic-shell.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/feature-graphic-shell.tsx
@@ -1,7 +1,15 @@
 import type { ReactNode } from 'react'
+import { cn } from '@sim/emcn'
+
+/**
+ * `tile` is the solutions/platform feature-tile crop (right-bleed, 420px cap).
+ * `portrait` fills a tall homepage bloc with no bleed cap.
+ */
+export type FeatureGraphicVariant = 'tile' | 'portrait'
 
 interface FeatureGraphicShellProps {
   children: ReactNode
+  variant?: FeatureGraphicVariant
 }
 
 /**
@@ -14,11 +22,22 @@ interface FeatureGraphicShellProps {
  * container reaches 500px inside `sm`..`lg`), the cap lifts so window-chrome
  * graphics keep bleeding off the tile's right edge and centered vignettes
  * center on the true wide slot.
+ *
+ * Homepage portrait blocs pass {@link FeatureGraphicVariant} `portrait` so
+ * the shell fills the tall stage instead of the tile's bleed crop.
  */
-export function FeatureGraphicShell({ children }: FeatureGraphicShellProps) {
+export function FeatureGraphicShell({ children, variant = 'tile' }: FeatureGraphicShellProps) {
+  const portrait = variant === 'portrait'
+
   return (
-    <div className='relative mx-auto h-full min-h-[260px] w-full max-w-[420px] overflow-hidden sm:max-lg:[@container(min-width:500px)]:max-w-none'>
-      <div className='relative h-full min-h-[260px]'>{children}</div>
+    <div
+      className={cn(
+        'relative h-full w-full overflow-hidden',
+        !portrait &&
+          'mx-auto min-h-[260px] max-w-[420px] sm:max-lg:[@container(min-width:500px)]:max-w-none'
+      )}
+    >
+      <div className={cn('relative h-full', !portrait && 'min-h-[260px]')}>{children}</div>
     </div>
   )
 }
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/feature-platform-panel.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/feature-platform-panel.tsx
index 31886be5f2c..89e50076017 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/feature-platform-panel.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/feature-platform-panel.tsx
@@ -1,11 +1,18 @@
 import type { ComponentType, ReactNode, SVGProps } from 'react'
 import { cn } from '@sim/emcn'
+import { LANDING_STAGE_WINDOW_RADIUS } from '@/app/(landing)/components/landing-layout'
 
 interface FeaturePlatformPanelProps {
   children: ReactNode
   className?: string
   icon: ComponentType<SVGProps<SVGSVGElement>>
   title: string
+  /**
+   * Full inset window (all sides rounded and stroked) for tall portrait
+   * blocs. Default is the feature-tile bleed: top-left radius, open right
+   * and bottom edges.
+   */
+  framed?: boolean
 }
 
 /**
@@ -20,12 +27,16 @@ export function FeaturePlatformPanel({
   className,
   icon: Icon,
   title,
+  framed = false,
 }: FeaturePlatformPanelProps) {
   return (
     <div
       aria-hidden='true'
       className={cn(
-        'absolute right-0 bottom-0 left-0 overflow-hidden rounded-tl-xl border-[var(--border-1)] border-t border-l bg-[var(--surface-2)] shadow-xs',
+        'absolute overflow-hidden bg-[var(--surface-2)] shadow-xs dark:bg-[var(--surface-4)]',
+        framed
+          ? cn('inset-0 border border-[var(--border)]', LANDING_STAGE_WINDOW_RADIUS)
+          : 'right-0 bottom-0 left-0 rounded-tl-xl border-[var(--border)] border-t border-l',
         className
       )}
     >
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/index.ts b/apps/sim/app/(landing)/enterprise/components/feature-graphics/index.ts
index 36f4dd974bd..2001167c2d9 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/index.ts
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/index.ts
@@ -1,13 +1,10 @@
 export { AccessControlGraphic } from './access-control-graphic'
 export { AuditTrailGraphic } from './audit-trail-graphic'
-export { BuildMethodsGraphic } from './build-methods-graphic'
 export { DeployGraphic } from './deploy-graphic'
-export { FeatureGraphicShell } from './feature-graphic-shell'
+export { FeatureGraphicShell, type FeatureGraphicVariant } from './feature-graphic-shell'
 export { FeaturePlatformPanel } from './feature-platform-panel'
 export { ItPlatformTeamsGraphic } from './it-platform-teams-graphic'
-export { LifecycleGraphic } from './lifecycle-graphic'
 export { OperationsTeamsGraphic } from './operations-teams-graphic'
-export { RollbackGraphic } from './rollback-graphic'
 export { RunMonitoringGraphic } from './run-monitoring-graphic'
 export { StagingGraphic } from './staging-graphic'
 export { StandardsGraphic } from './standards-graphic'
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/it-platform-teams-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/it-platform-teams-graphic.tsx
index 1707e0dbf5d..d92847a3704 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/it-platform-teams-graphic.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/it-platform-teams-graphic.tsx
@@ -107,7 +107,7 @@ export function ItPlatformTeamsGraphic({
             </span>
           </div>
 
-          <div className='flex items-center gap-3 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs'>
+          <div className='flex items-center gap-3 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs dark:bg-[var(--surface-4)]'>
             <span className='min-w-0 flex-1'>
               <span className='block truncate text-[var(--text-primary)] text-small'>
                 {cardTitle}
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/lifecycle-graphic.module.css b/apps/sim/app/(landing)/enterprise/components/feature-graphics/lifecycle-graphic.module.css
deleted file mode 100644
index 47f80cff721..00000000000
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/lifecycle-graphic.module.css
+++ /dev/null
@@ -1,30 +0,0 @@
-/**
- * The LifecycleGraphic's only motion: a soft ring pulse blooming from the
- * live version node every 6s — quiet state confirmation rather than travel,
- * keeping this tile stiller than the deploy tile beside it. The spine's
- * connector lines are static (styled in the TSX). Under
- * prefers-reduced-motion the pulse is removed and the node sits static.
- */
-
-.livePulse {
-  animation: lifecycle-live-pulse 6s ease-out infinite;
-}
-
-@keyframes lifecycle-live-pulse {
-  0%,
-  20% {
-    box-shadow: 0 0 0 0 color-mix(in srgb, var(--text-secondary) 35%, transparent);
-  }
-  36% {
-    box-shadow: 0 0 0 5px color-mix(in srgb, var(--text-secondary) 0%, transparent);
-  }
-  100% {
-    box-shadow: 0 0 0 0 color-mix(in srgb, var(--text-secondary) 0%, transparent);
-  }
-}
-
-@media (prefers-reduced-motion: reduce) {
-  .livePulse {
-    animation: none;
-  }
-}
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/lifecycle-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/lifecycle-graphic.tsx
deleted file mode 100644
index 34c96176423..00000000000
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/lifecycle-graphic.tsx
+++ /dev/null
@@ -1,121 +0,0 @@
-import { ChipTag, cn } from '@sim/emcn'
-import { Clock } from '@sim/emcn/icons'
-import colorMixFallbacks from '@/app/(landing)/components/shared/color-mix-fallbacks/color-mix-fallbacks.module.css'
-import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics/feature-graphic-shell'
-import styles from '@/app/(landing)/enterprise/components/feature-graphics/lifecycle-graphic.module.css'
-
-/** Older timeline entries below the live/saved pair, quietest first to render. */
-const OLDER_VERSIONS = [
-  { detail: 'Published Jun 28', label: 'v1' },
-  { detail: 'Saved Jun 21', label: 'v0.9' },
-  { detail: 'Saved Jun 14', label: 'v0.8' },
-] as const
-
-/**
- * A version-history timeline housed in an outlined window shell that mirrors
- * the build tile's editor window exactly — same slot geometry (`top-5`,
- * `left-0` so the window left-aligns with the tile's text column, bled
- * right/bottom), same `rounded-tl-xl` radius, same top + left
- * hairline `--border-1` edges — but drawn with no fill so the tile shows
- * through: the two side-by-side tiles read as the same window in the same
- * place, one filled, one outlined. An outlined title bar ("Versions" with a
- * `Clock` icon in the build header's `size-6` `rounded-md` icon box — drawn
- * as a `--border-1` hairline outline instead of the filled grey — no fill,
- * `--border-1` bottom rule at the build header's `h-12` height) crowns the
- * window. Inside, a quiet vertical spine of faint
- * static 1px connector segments (the light analog of the deploy tile's guide
- * lines) links version nodes bottom-up — older versions lower and
- * progressively quieter, v3 at the top as the live entry. The live row is a
- * white pill card following the nested-corner radius rule (6px ChipTag + 6px
- * gap = 12px container), echoing the deploy tile's agent header; older rows
- * are bare text rows that fade toward `--text-muted` (the v2 `Saved`
- * tag's fill stepped up to `--surface-6` so the pill stays legible on
- * the grey ground), and a mask gradient
- * dissolves the oldest entries so the timeline reads as continuing into
- * history past the window's bottom edge.
- *
- * The only motion is a soft ring pulse on the live node (from
- * `lifecycle-graphic.module.css`), removed under `prefers-reduced-motion`.
- */
-export function LifecycleGraphic() {
-  return (
-    <FeatureGraphicShell>
-      <div
-        aria-hidden='true'
-        className='absolute top-5 right-0 bottom-0 left-0 rounded-tl-xl border-[var(--border-1)] border-t border-l'
-      >
-        <div className='flex h-12 items-center gap-2 border-[var(--border-1)] border-b px-4'>
-          <span className='flex size-6 items-center justify-center rounded-md border border-[var(--border-1)]'>
-            <Clock className='size-[14px] text-[var(--text-icon)]' />
-          </span>
-          <span className='text-[var(--text-primary)] text-base'>Versions</span>
-        </div>
-        <div className='flex flex-col p-4 [mask-image:linear-gradient(to_bottom,black_45%,transparent_98%)]'>
-          <div className='flex items-center gap-3'>
-            <span className='flex w-2.5 justify-center'>
-              <span
-                className={cn('size-2.5 rounded-full bg-[var(--text-primary)]', styles.livePulse)}
-              />
-            </span>
-            <span className='flex min-w-0 flex-1 items-center gap-2'>
-              <span className='flex items-center gap-1.5 rounded-[12px] bg-[var(--white)] py-1.5 pr-1.5 pl-2.5 shadow-xs'>
-                <span className='text-[var(--text-primary)] text-small'>v3</span>
-                <ChipTag variant='solid'>Live</ChipTag>
-              </span>
-              <span className='truncate text-[var(--text-muted)] text-caption'>
-                Published today
-              </span>
-            </span>
-          </div>
-
-          <div className='flex gap-3'>
-            <span className='flex w-2.5 justify-center'>
-              <span className={cn('h-9 w-px', colorMixFallbacks.mutedBackground35)} />
-            </span>
-          </div>
-
-          <div className='flex items-center gap-3'>
-            <span className='flex w-2.5 justify-center'>
-              <span className='size-2 rounded-full border border-[var(--text-muted)] bg-[var(--surface-3)]' />
-            </span>
-            <span className='flex min-w-0 flex-1 items-center gap-2'>
-              <span className='text-[var(--text-secondary)] text-small'>v2</span>
-              <ChipTag variant='mono' className='bg-[var(--surface-6)]'>
-                Saved
-              </ChipTag>
-              <span className='truncate text-[var(--text-muted)] text-caption'>
-                Published yesterday
-              </span>
-            </span>
-          </div>
-
-          {OLDER_VERSIONS.map((version) => (
-            <div key={version.label} className='flex flex-col'>
-              <div className='flex gap-3'>
-                <span className='flex w-2.5 justify-center'>
-                  <span className={cn('h-9 w-px', colorMixFallbacks.mutedBackground35)} />
-                </span>
-              </div>
-              <div className='flex items-center gap-3'>
-                <span className='flex w-2.5 justify-center'>
-                  <span
-                    className={cn(
-                      'size-2 rounded-full border bg-[var(--surface-3)]',
-                      colorMixFallbacks.mutedBorder60
-                    )}
-                  />
-                </span>
-                <span className='flex min-w-0 flex-1 items-center gap-2'>
-                  <span className='text-[var(--text-muted)] text-small'>{version.label}</span>
-                  <span className='truncate text-[var(--text-muted)] text-caption'>
-                    {version.detail}
-                  </span>
-                </span>
-              </div>
-            </div>
-          ))}
-        </div>
-      </div>
-    </FeatureGraphicShell>
-  )
-}
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/operations-teams-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/operations-teams-graphic.tsx
index f8d895cd971..9b8bc35e650 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/operations-teams-graphic.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/operations-teams-graphic.tsx
@@ -1,7 +1,10 @@
-import type { CSSProperties } from 'react'
 import { cn } from '@sim/emcn'
 import { ThinkingLoader } from '@/components/ui'
 import colorMixFallbacks from '@/app/(landing)/components/shared/color-mix-fallbacks/color-mix-fallbacks.module.css'
+import {
+  INVERSE_LOADER_INK_CLASS,
+  INVERSE_LOADER_INK_STYLE,
+} from '@/app/(landing)/enterprise/components/feature-graphics/constants'
 import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics/feature-graphic-shell'
 import styles from '@/app/(landing)/enterprise/components/feature-graphics/operations-teams-graphic.module.css'
 
@@ -16,19 +19,6 @@ import styles from '@/app/(landing)/enterprise/components/feature-graphics/opera
  */
 const CANVAS = { WIDTH: 280, HEIGHT: 248 } as const
 
-/**
- * The ThinkingLoader's light-grey material (its dark-surface theme from
- * `thinking-loader.module.css`), asserted inline exactly as the deploy
- * tile's Deploy button does — the always-light landing would otherwise
- * ink the loader dark, invisible on the dark tile ground showing through
- * the outlined router hub.
- */
-const ROUTER_LOADER_INK = {
-  '--tl-grad-inner': '#a7a7a7',
-  '--tl-grad-outer': '#d6d6d6',
-  '--tl-glow': 'rgba(255, 255, 255, 0.9)',
-} as CSSProperties
-
 interface Port {
   /** Tailwind classes positioning the size-2 port dot, centered on the port's canvas x/y. */
   dotClass: string
@@ -314,7 +304,11 @@ export function OperationsTeamsGraphic({
                 styles.routerBloom
               )}
             >
-              <ThinkingLoader size={36} style={ROUTER_LOADER_INK} />
+              <ThinkingLoader
+                size={36}
+                className={INVERSE_LOADER_INK_CLASS}
+                style={INVERSE_LOADER_INK_STYLE}
+              />
             </div>
           </div>
         </div>
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/rollback-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/rollback-graphic.tsx
deleted file mode 100644
index 20120409048..00000000000
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/rollback-graphic.tsx
+++ /dev/null
@@ -1,139 +0,0 @@
-import { Button, ChipTag, cn } from '@sim/emcn'
-import { Undo } from '@sim/emcn/icons'
-import colorMixFallbacks from '@/app/(landing)/components/shared/color-mix-fallbacks/color-mix-fallbacks.module.css'
-import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics/feature-graphic-shell'
-
-/**
- * Rollback told as a "return to known-good" gesture inside the lifecycle
- * tile's outlined window chrome: the window is a 1px `--border-1` hairline
- * outline with no fill (tile grey showing through), anchored to the text
- * column's left edge (`left-0`, `top-5`) and bleeding off the right and
- * bottom edges with a `rounded-tl-xl` top-left corner — the same slot
- * geometry as the build and lifecycle windows. A "Version history" title
- * bar with a right-aligned `Production` mono ChipTag (its fill stepped up
- * to `--surface-6` so the pill stays legible on the grey ground) crowns
- * the window at the family's `h-12` header height, ruled by a hairline
- * divider.
- *
- * Inside, a short newest-first version rail runs down the left gutter —
- * v4 as the quiet current row (its `Current` tag on the grey-ground
- * `--surface-6` pill fill), then a plain vertical hairline connector
- * down to v3, the lifecycle timeline's spine language. v3 is the tile's
- * highlight: the node fills solid and
- * the row lifts onto a white card (`--white` fill, 1px `--border-1`
- * hairline, nested `rounded-lg` inside the `rounded-tl-xl` window,
- * `shadow-xs`) pairing "v3 · Stable · Maya Chen" with the tile's
- * strongest element, the solid Roll back button led by a small `Undo`
- * glyph inked in the button's inverse text color. A quieter v2 row
- * dissolves through a mask gradient below, implying the history continues
- * past the window's bled bottom edge — the lifecycle tile's fade device.
- *
- * The window bleeds `2rem` past the tile's visible right edge (`1.5rem`
- * under `max-lg`), so the header and body carry matching extra right
- * padding (`pr-12 max-lg:pr-10` = the bleed plus the usual `1rem` gutter)
- * to keep the Production tag and the v3 card's Roll back button fully
- * inside the visible tile.
- *
- * The rail is fully static. The connector hairlines are absolutely
- * positioned inside fixed-height spacer rows so they can extend past the
- * row box into the adjacent rows' empty gutter space, ending a couple of
- * pixels from each node — the lifecycle spine's tight node-to-line
- * clearance — without disturbing the flow layout.
- */
-export function RollbackGraphic() {
-  return (
-    <FeatureGraphicShell>
-      <div
-        aria-hidden='true'
-        className='absolute top-5 right-0 bottom-0 left-0 rounded-tl-xl border-[var(--border-1)] border-t border-l'
-      >
-        <div className='flex h-12 items-center justify-between gap-2 border-[var(--border-1)] border-b px-4 pr-12 max-lg:pr-10'>
-          <span className='min-w-0 truncate text-[var(--text-primary)] text-base'>
-            Version history
-          </span>
-          <ChipTag variant='mono' className='bg-[var(--surface-6)]'>
-            Production
-          </ChipTag>
-        </div>
-
-        <div className='p-4 pr-12 [mask-image:linear-gradient(to_bottom,black_55%,transparent_98%)] max-lg:pr-10'>
-          <div className='flex items-center gap-3'>
-            <span className='flex w-2.5 shrink-0 justify-center'>
-              <span className='size-2 rounded-full border border-[var(--text-muted)] bg-[var(--surface-3)]' />
-            </span>
-            <span className='flex min-w-0 flex-1 items-center gap-2'>
-              <span className='text-[var(--text-secondary)] text-small'>v4</span>
-              <ChipTag variant='mono' className='bg-[var(--surface-6)]'>
-                Current
-              </ChipTag>
-            </span>
-            <span className='shrink-0 text-[var(--text-muted)] text-caption'>Published 2h ago</span>
-          </div>
-
-          <div className='flex'>
-            <span className='relative flex h-[38px] w-2.5 shrink-0 justify-center'>
-              <span
-                className={cn(
-                  '-top-[4px] -bottom-[24px] absolute w-px',
-                  colorMixFallbacks.mutedBackground35
-                )}
-              />
-            </span>
-          </div>
-
-          <div className='flex items-center gap-3'>
-            <span className='flex w-2.5 shrink-0 justify-center'>
-              <span className='size-2.5 rounded-full bg-[var(--text-primary)]' />
-            </span>
-            <div className='flex min-w-0 flex-1 items-center gap-3 rounded-lg border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs'>
-              <span className='min-w-0 flex-1'>
-                <span className='flex items-center gap-2'>
-                  <span className='text-[var(--text-primary)] text-small'>v3</span>
-                  <ChipTag variant='mono'>Stable</ChipTag>
-                </span>
-                <span className='mt-0.5 block truncate text-[var(--text-muted)] text-caption'>
-                  Maya Chen · Jun 30
-                </span>
-              </span>
-              <Button
-                variant='primary'
-                size='sm'
-                tabIndex={-1}
-                className='pointer-events-none shrink-0 gap-1'
-              >
-                <Undo className='size-[12px]' />
-                Roll back
-              </Button>
-            </div>
-          </div>
-
-          <div className='flex'>
-            <span className='relative flex h-[28px] w-2.5 shrink-0 justify-center'>
-              <span
-                className={cn(
-                  '-top-[24px] -bottom-[4px] absolute w-px',
-                  colorMixFallbacks.mutedBackground35
-                )}
-              />
-            </span>
-          </div>
-
-          <div className='flex items-center gap-3'>
-            <span className='flex w-2.5 shrink-0 justify-center'>
-              <span
-                className={cn(
-                  'size-2 rounded-full border bg-[var(--surface-3)]',
-                  colorMixFallbacks.mutedBorder60
-                )}
-              />
-            </span>
-            <span className='flex min-w-0 flex-1 items-center gap-2'>
-              <span className='text-[var(--text-muted)] text-small'>v2</span>
-              <span className='truncate text-[var(--text-muted)] text-caption'>Saved Jun 24</span>
-            </span>
-          </div>
-        </div>
-      </div>
-    </FeatureGraphicShell>
-  )
-}
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/run-monitoring-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/run-monitoring-graphic.tsx
index 23a0c0dc469..22a775e7499 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/run-monitoring-graphic.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/run-monitoring-graphic.tsx
@@ -145,7 +145,7 @@ export function RunMonitoringGraphic({
 
           <div className='mt-2'>
             <span className='block text-[var(--text-muted)] text-caption'>{outputLabel}</span>
-            <div className='mt-1.5 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2 font-mono text-caption leading-[1.6] shadow-xs'>
+            <div className='mt-1.5 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2 font-mono text-caption leading-[1.6] shadow-xs dark:bg-[var(--surface-4)]'>
               <div className='truncate whitespace-pre'>
                 <span className='text-[var(--text-muted)]'>{`{ "${outputPairs[0].key}": `}</span>
                 <span className='text-[var(--text-secondary)]'>{outputPairs[0].value}</span>
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/staging-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/staging-graphic.tsx
index 26157cfea69..27f1c279279 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/staging-graphic.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/staging-graphic.tsx
@@ -107,7 +107,7 @@ export function StagingGraphic({
           </div>
 
           <div className='px-3 py-2.5'>
-            <div className='rounded-lg border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs'>
+            <div className='rounded-lg border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs dark:bg-[var(--surface-4)]'>
               <span className='flex items-center gap-2'>
                 <ChipTag variant='mono'>{changeTag}</ChipTag>
                 <span className='min-w-0 truncate text-[var(--text-primary)] text-small'>
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/technical-teams-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/technical-teams-graphic.tsx
index d8b66b58c54..1eadc07d7f1 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/technical-teams-graphic.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/technical-teams-graphic.tsx
@@ -29,7 +29,7 @@ const DIFF_LINES: readonly DiffLine[] = [
 /** Per-marker ink treatments: added strongest, removed and context quiet. */
 const MARKER_TONES: Record<DiffLine['marker'], string> = {
   ' ': 'text-[var(--text-muted)]',
-  '-': 'text-[var(--text-muted)] opacity-70',
+  '-': 'text-[var(--text-muted)]',
   '+': 'text-[var(--text-primary)]',
 }
 
@@ -114,7 +114,7 @@ export function TechnicalTeamsGraphic({
             ))}
           </div>
 
-          <div className='mt-3 flex items-center gap-3 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs'>
+          <div className='mt-3 flex items-center gap-3 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs dark:bg-[var(--surface-4)]'>
             <span className='relative size-7 shrink-0 overflow-hidden rounded-full shadow-xs'>
               <Image
                 src='/landing/team-avatar-2.jpg'
diff --git a/apps/sim/app/(landing)/enterprise/enterprise.tsx b/apps/sim/app/(landing)/enterprise/enterprise.tsx
index 4fae1190a84..21d4dfa9120 100644
--- a/apps/sim/app/(landing)/enterprise/enterprise.tsx
+++ b/apps/sim/app/(landing)/enterprise/enterprise.tsx
@@ -1,218 +1,77 @@
-import { cn } from '@sim/emcn'
-import { Cta } from '@/app/(landing)/components/cta/cta'
-import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
-import { PlatformHeroVisual } from '@/app/(landing)/components/platform-hero-visual'
 import {
-  SolutionsHero,
-  SolutionsLogosRow,
-  SolutionsStructuredData,
-} from '@/app/(landing)/components/solutions-page/components'
-import { SOLUTIONS_SPACING } from '@/app/(landing)/components/solutions-page/constants'
-import type { SolutionsPageConfig } from '@/app/(landing)/components/solutions-page/types'
-import { DEMO_HREF, SIGNUP_HREF } from '@/app/(landing)/constants'
-import { EnterpriseFeatureGrid } from '@/app/(landing)/enterprise/components/enterprise-feature-grid'
-import { EnterprisePlatformLoop } from '@/app/(landing)/enterprise/components/enterprise-platform-loop'
+  SolutionsPage,
+  type SolutionsProductPageConfig,
+} from '@/app/(landing)/components/solutions-page'
+import { ProductHeroPreview } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview'
 import {
-  AccessControlGraphic,
-  AuditTrailGraphic,
-  BuildMethodsGraphic,
-  DeployGraphic,
-  ItPlatformTeamsGraphic,
-  LifecycleGraphic,
-  OperationsTeamsGraphic,
-  RollbackGraphic,
-  RunMonitoringGraphic,
-  StagingGraphic,
-  StandardsGraphic,
-  TechnicalTeamsGraphic,
-} from '@/app/(landing)/enterprise/components/feature-graphics'
+  EnterpriseLimitsPreview,
+  EnterpriseMembersPreview,
+} from '@/app/(landing)/enterprise/components/enterprise-product-previews'
+import { LogTracePreview } from '@/app/(landing)/logs/components/log-trace-preview'
 
-/**
- * Enterprise landing page (`/enterprise`) - the flagship surface for teams
- * evaluating Sim as their enterprise AI agent platform.
- *
- * Structurally it mirrors {@link SolutionsPage} (hero → logos → card rows →
- * shared homepage CTA) but composes its own `<main>` so the hero can render
- * full-bleed in its `home` variant. The four feature rows render through
- * {@link EnterpriseFeatureGrid} - one shared grid that regroups the 12 cards
- * into 4/4/2/2 in the two-column band so no section leaves an orphan cell.
- * The shared `SOLUTIONS_SPACING` constants own the enterprise content gutter
- * and inter-section rhythm, while the homepage {@link Cta} owns the closing
- * conversion band.
- *
- * The strict heading outline is H1 (hero) → H2 (each card row + the CTA) → H3
- * (each card), never skipped. Server Component; the interactive leaves live in
- * the shared landing components.
- */
-/**
- * The enterprise page's canonical description - shared by `page.tsx` (the
- * `<meta name="description">` and OG/Twitter cards) and the JSON-LD
- * `WebPage.description` via {@link SolutionsPageConfig.seoDescription}.
- */
+/** Shared description for page metadata and structured data. */
 export const ENTERPRISE_SEO_DESCRIPTION =
-  'Build and govern enterprise AI agents in Sim with SSO, approvals, audit trails, versioning, and 1,000+ integrations.'
+  'Build and govern enterprise AI agents in Sim. Manage team access, workspace permissions, and usage limits, with visibility into every run.'
 
-const ENTERPRISE_CONFIG: SolutionsPageConfig = {
+const ENTERPRISE_CONFIG: SolutionsProductPageConfig = {
   module: 'Enterprise',
   path: '/enterprise',
   seoDescription: ENTERPRISE_SEO_DESCRIPTION,
   offersFreeTier: false,
   hero: {
-    heading: 'Sim is the AI workspace for enterprise AI agents.',
+    eyebrow: 'Enterprise',
+    heading: 'One AI workspace. You’re in control.',
     description:
-      'The enterprise AI agent platform. Build, deploy, and govern agents with role-based access, approvals, and full audit trails.',
+      'Build, deploy, and govern AI agents in Sim, with shared access controls, usage limits, and visibility into every run.',
     summary:
-      'Sim is the open-source AI workspace where IT, operations, and technical teams build, deploy, and govern enterprise AI agents across 1,000+ integrations and every major LLM. An enterprise AI agent uses AI models, business data, and connected tools to complete multi-step work within the permissions, approval policies, and human oversight your organization defines.',
-    /**
-     * The shared {@link PlatformHeroVisual} backdrop-plus-demo-window
-     * composition, filled by the {@link EnterprisePlatformLoop} - a sibling of
-     * the homepage `HeroPlatformLoop` that renders the whole interior live
-     * (Brightwave sidebar + the real new-chat home view) and replays an
-     * enterprise prompt. The `variant='home'` hero renders this into the same
-     * `aspect-[1300/720]` media frame the homepage uses.
-     */
-    visual: (
-      <PlatformHeroVisual>
-        <EnterprisePlatformLoop />
-      </PlatformHeroVisual>
-    ),
+      'Sim is the open-source AI workspace where enterprise teams build, deploy, and manage AI agents. Manage organization members and workspace permissions, control usage, and inspect agent runs in one place. Teams can connect their business tools and knowledge while keeping access and operations visible across the organization.',
+    visual: <ProductHeroPreview product='enterprise' />,
   },
-  rows: [
-    {
-      id: 'build',
-      title: 'Build, Deploy, and Manage Enterprise AI Agents',
-      subtitle:
-        'Sim takes enterprise AI agents from initial design to production in one workspace. Build visually or with code, validate changes, deploy approved versions, and monitor every run without connecting separate development and operations tools.',
-      cta: { label: 'Start building', href: SIGNUP_HREF },
-      cards: [
-        {
-          title: 'Build visually or with code',
-          description:
-            "Create enterprise AI agents in Sim's visual builder, describe the workflow in plain English, or write custom logic directly in code.",
-          visual: <BuildMethodsGraphic />,
-        },
-        {
-          title: 'Deploy in one click',
-          description:
-            'Move agents from staging to production without managing separate infrastructure.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: <DeployGraphic />,
-        },
-        {
-          title: 'Manage the full lifecycle',
-          description:
-            'Version, monitor, and update every enterprise AI agent in Sim as your business requirements, integrations, and governance policies evolve.',
-          visual: <LifecycleGraphic />,
-        },
-      ],
-    },
+  codeExample: {
+    title: 'Inspect runs from your terminal.',
+    description:
+      'Use the Sim CLI to find failed executions and inspect a run’s trace within the workspaces you can access.',
+    filename: 'operations.sh',
+    commands: [
+      'sim workspaces list',
+      'sim logs list --level error',
+      'sim logs get "$RUN_ID" --trace',
+    ],
+  },
+  features: [
     {
       id: 'governance',
-      title: 'Governance and Security for Enterprise AI Agents',
-      subtitle:
-        'Control how enterprise AI agents access data, use tools, and take action. Sim provides SSO, permission groups, approval paths, configurable data retention, and append-only audit logs for every security-relevant change.',
-      cta: { label: 'See security', href: DEMO_HREF },
-      cards: [
-        {
-          title: 'Control who can do what',
-          description:
-            'Set roles and approval paths so the right people build, review, and launch agents.',
-          visual: <AccessControlGraphic />,
-        },
-        {
-          title: 'Prove every action',
-          description: 'Sim traces every run block by block with a complete audit trail.',
-          visual: <AuditTrailGraphic />,
-        },
-        {
-          title: 'Meet enterprise standards',
-          description:
-            'Sim is SOC2 compliant and open source, giving security teams a clear path to review.',
-          visual: <StandardsGraphic />,
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-        },
-      ],
+      label: 'Organization controls',
+      title: 'Give teams access. Keep control.',
+      description:
+        'Manage members and workspace roles in Sim. Try searching the example team or changing a role.',
+      visual: <EnterpriseMembersPreview />,
+      cta: {
+        label: 'Explore workspace permissions',
+        href: 'https://docs.sim.ai/platform/permissions',
+      },
     },
     {
-      id: 'deploy',
-      title: 'Deploy Enterprise Workflow Agents with Confidence',
-      subtitle:
-        'Enterprise workflow agents need controlled release processes. Test changes in staging, observe production runs, version every deployment, and restore a stable version if updates cause an issue.',
-      note: 'Deploy Sim on your own infrastructure with Docker or Kubernetes when your organization requires greater control over its environment and data.',
-      cta: { label: 'Explore deployment', href: SIGNUP_HREF },
-      cards: [
-        {
-          title: 'Stage before you ship',
-          description: 'Test changes in staging before they affect live workflows.',
-          visual: <StagingGraphic />,
-        },
-        {
-          title: 'Watch every run',
-          description: 'Sim shows live logs, run history, and monitoring in one place.',
-          visual: <RunMonitoringGraphic />,
-        },
-        {
-          title: 'Roll back safely',
-          description: 'Sim versions workflows so you can roll back production agents in seconds.',
-          visual: <RollbackGraphic />,
-        },
-      ],
+      id: 'usage',
+      label: 'Usage and allowances',
+      title: 'Keep room to grow and limits in view.',
+      description:
+        'See your team’s seat allowance and set usage limits in Sim as more people build agents.',
+      visual: <EnterpriseLimitsPreview />,
+      cta: { label: 'Talk about your team', href: '/demo' },
     },
     {
-      id: 'teams',
-      title: 'Built for Enterprise Teams',
-      subtitle:
-        'IT, operations, and engineering teams share one Sim workspace, each with the controls their role needs.',
-      cta: { label: 'Talk to sales', href: DEMO_HREF },
-      cards: [
-        {
-          title: 'IT and platform teams',
-          description: 'Give IT the access controls, governance, and audit trails they need.',
-          visual: <ItPlatformTeamsGraphic />,
-        },
-        {
-          title: 'Operations teams',
-          description: 'Automate real work across the tools operations teams already use.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: <OperationsTeamsGraphic />,
-        },
-        {
-          title: 'Technical teams',
-          description: 'Technical teams ship, review, and maintain agents together in Sim.',
-          visual: <TechnicalTeamsGraphic />,
-        },
-      ],
+      id: 'visibility',
+      label: 'Run visibility',
+      title: 'See what every agent did.',
+      description:
+        'Follow each run in Sim, from the tools an agent called to the output it returned.',
+      visual: <LogTracePreview />,
+      cta: { label: 'Explore Logs', href: '/logs' },
     },
   ],
 }
 
 export default function EnterprisePage() {
-  return (
-    <>
-      <SolutionsStructuredData config={ENTERPRISE_CONFIG} />
-      <main
-        id='main-content'
-        className={cn('flex w-full flex-col', SOLUTIONS_SPACING.sectionRhythm)}
-      >
-        <SolutionsHero hero={ENTERPRISE_CONFIG.hero} variant='home' />
-
-        <div
-          className={cn(
-            'flex flex-col',
-            LANDING_CONTENT_WIDTH,
-            LANDING_GUTTER,
-            SOLUTIONS_SPACING.sectionRhythm
-          )}
-        >
-          <SolutionsLogosRow />
-          <EnterpriseFeatureGrid rows={ENTERPRISE_CONFIG.rows} />
-        </div>
-
-        <Cta />
-      </main>
-    </>
-  )
+  return <SolutionsPage config={ENTERPRISE_CONFIG} />
 }
diff --git a/apps/sim/app/(landing)/files/components/feature-graphics/file-library-graphic.module.css b/apps/sim/app/(landing)/files/components/feature-graphics/file-library-graphic.module.css
index 6fe837d4387..1fe3f88e310 100644
--- a/apps/sim/app/(landing)/files/components/feature-graphics/file-library-graphic.module.css
+++ b/apps/sim/app/(landing)/files/components/feature-graphics/file-library-graphic.module.css
@@ -1,37 +1,31 @@
-/**
- * The FileLibraryGraphic's motion: the library rows stamp in top to
- * bottom one after another — the audit tile's one-shot settle, never
- * re-played, since the library is filled once. Under
- * prefers-reduced-motion the rows render fully settled.
- */
-
-.row0,
-.row1,
-.row2,
-.row3 {
-  animation: file-library-row-in 0.5s cubic-bezier(0.22, 1, 0.36, 1) backwards;
+/** The folders settle first, followed by the individual files; the sequence runs once. */
+.item0,
+.item1,
+.item2,
+.item3 {
+  animation: file-library-item-in 0.5s ease-out backwards;
 }
 
-.row0 {
-  animation-delay: 0.35s;
+.item0 {
+  animation-delay: 0.2s;
 }
 
-.row1 {
-  animation-delay: 0.5s;
+.item1 {
+  animation-delay: 0.3s;
 }
 
-.row2 {
-  animation-delay: 0.65s;
+.item2 {
+  animation-delay: 0.4s;
 }
 
-.row3 {
-  animation-delay: 0.8s;
+.item3 {
+  animation-delay: 0.5s;
 }
 
-@keyframes file-library-row-in {
+@keyframes file-library-item-in {
   from {
     opacity: 0;
-    transform: translateY(-4px);
+    transform: translateY(4px);
   }
   to {
     opacity: 1;
@@ -40,10 +34,99 @@
 }
 
 @media (prefers-reduced-motion: reduce) {
-  .row0,
-  .row1,
-  .row2,
-  .row3 {
+  .item0,
+  .item1,
+  .item2,
+  .item3 {
     animation: none;
   }
 }
+
+.folderButton {
+  position: relative;
+  min-width: 0;
+  min-height: 0;
+  container-type: size;
+  cursor: pointer;
+  touch-action: manipulation;
+  border-radius: 12px;
+  outline-offset: 4px;
+}
+.folderButton:focus-visible {
+  outline: 2px solid var(--text-primary);
+}
+.folderScene {
+  position: absolute;
+  width: 321px;
+  height: 270px;
+  left: 50%;
+  bottom: 12px;
+  margin-left: -160.5px;
+  perspective: 800px;
+  transform-origin: bottom center;
+  scale: min(tan(atan2(100cqw, 350px)), tan(atan2(100cqh, 340px)));
+}
+.folderBack {
+  position: absolute;
+  inset: -20px 0 0;
+  border-radius: 25px;
+  background: color-mix(in srgb, var(--surface-6) 85%, #000);
+  border: 1px solid var(--border);
+  box-shadow: inset 0 0 0 1px var(--border);
+}
+.folderPaper {
+  position: absolute;
+  width: 164px;
+  height: 214px;
+  left: 78.5px;
+  top: 28px;
+  border-radius: 20px;
+  border: 2px solid var(--border);
+  background: var(--surface-2);
+  box-shadow: var(--shadow-subtle);
+  padding: 26px 16px;
+}
+.paperTitle {
+  display: block;
+  width: 100%;
+  height: 10px;
+  border-radius: 5px;
+  background: var(--border);
+}
+.paperLines {
+  display: block;
+  height: 128px;
+  margin-top: 20px;
+  background: repeating-linear-gradient(to bottom, var(--border) 0 3px, transparent 3px 14px);
+}
+.folderFlap {
+  position: absolute;
+  width: 321px;
+  height: 241px;
+  left: 0;
+  bottom: 0;
+  transform-origin: bottom center;
+  transform-style: preserve-3d;
+}
+.folderLabel {
+  position: absolute;
+  left: 25px;
+  right: 25px;
+  bottom: 30px;
+  display: grid;
+  gap: 6px;
+  text-align: left;
+  color: var(--text-primary);
+  font-size: 24px;
+  line-height: 30px;
+}
+.folderLabel > span:last-child {
+  font-size: 20px;
+  color: var(--text-muted);
+}
+@media (prefers-reduced-motion: reduce) {
+  .folderPaper,
+  .folderFlap {
+    transition: none;
+  }
+}
diff --git a/apps/sim/app/(landing)/files/components/feature-graphics/file-library-graphic.tsx b/apps/sim/app/(landing)/files/components/feature-graphics/file-library-graphic.tsx
index b92e9a40679..deeeab1edd9 100644
--- a/apps/sim/app/(landing)/files/components/feature-graphics/file-library-graphic.tsx
+++ b/apps/sim/app/(landing)/files/components/feature-graphics/file-library-graphic.tsx
@@ -1,144 +1,87 @@
+import type { ComponentType } from 'react'
 import { ChipTag, cn } from '@sim/emcn'
-import { AgentIcon } from '@/components/icons'
-import { CsvIcon, DocxIcon, PdfIcon } from '@/components/icons/document-icons'
+import { DocxIcon, PdfIcon } from '@/components/icons/document-icons'
 import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics'
 import styles from '@/app/(landing)/files/components/feature-graphics/file-library-graphic.module.css'
+import { InteractiveLibraryFolder } from '@/app/(landing)/files/components/feature-graphics/interactive-library-folder'
 
-interface LibraryRow {
-  /** File name in the row's leading position. */
+interface LibraryDocument {
   name: string
-  /** Document-type glyph beside the name. */
-  icon: React.ComponentType<{ className?: string }>
-  /** Attribution line - "owner · size". */
-  meta: string
-  /** Right-aligned relative timestamp. */
-  time: string
-  /** Marks the owner as a Sim agent, rendering the agent glyph on the badge. */
-  agent?: boolean
+  icon: ComponentType<{ className?: string }>
+  size: string
 }
 
-/**
- * The library vignette's four rows - the newest an agent-produced report
- * on the highlight card, the rest a mix of human uploads and agent
- * artifacts so the shared-store story reads in one glance.
- */
-const ROWS: readonly [LibraryRow, LibraryRow, LibraryRow, LibraryRow] = [
-  {
-    name: 'weekly-report.pdf',
-    icon: PdfIcon,
-    meta: 'Report agent · 1.8 MB',
-    time: 'Now',
-    agent: true,
-  },
-  {
-    name: 'brand-guidelines.pdf',
-    icon: PdfIcon,
-    meta: 'Maya Chen · 5.1 MB',
-    time: '2h ago',
-  },
-  {
-    name: 'invoice-batch-march.csv',
-    icon: CsvIcon,
-    meta: 'Invoice agent · 812 KB',
-    time: 'Yesterday',
-    agent: true,
-  },
-  {
-    name: 'onboarding-playbook.docx',
-    icon: DocxIcon,
-    meta: 'Jordan Lee · 1.1 MB',
-    time: 'Jun 12',
-  },
-] as const
+interface LibraryDocumentCardProps {
+  document: LibraryDocument
+  className: string
+}
 
-/** Per-row ink treatments, quieter with age like the audit ledger. */
-const ROW_TONES = [
-  'text-[var(--text-primary)]',
-  'text-[var(--text-secondary)]',
-  'text-[var(--text-muted)]',
-  'text-[var(--text-muted)]',
-] as const
+const DOCUMENTS: readonly LibraryDocument[] = [
+  { name: 'Guide.pdf', icon: PdfIcon, size: '1.2 MB' },
+  { name: 'Brief.docx', icon: DocxIcon, size: '324 KB' },
+]
 
-/** Per-index stamp-in classes — the stagger order is baked into each class's delay. */
-const ROW_STEP_CLASSES = [styles.row0, styles.row1, styles.row2, styles.row3] as const
+const DOCUMENT_STEPS = [styles.item2, styles.item3] as const
+
+/** An individual file card with its native type glyph and a small content preview. */
+function LibraryDocumentCard({ document, className }: LibraryDocumentCardProps) {
+  const Icon = document.icon
 
-/** The owner badge - an outlined circle holding the agent glyph or nothing. */
-function OwnerBadge({ row }: { row: LibraryRow }) {
   return (
-    <span className='flex size-7 shrink-0 items-center justify-center rounded-md border border-[var(--border-1)] bg-[var(--surface-2)] text-[var(--text-icon)]'>
-      {row.agent ? <AgentIcon className='size-[13px]' /> : <row.icon className='size-[14px]' />}
-    </span>
+    <div
+      className={cn(
+        'flex aspect-[9/11] w-full min-w-0 flex-col gap-3 rounded-lg border border-[var(--border)] bg-[var(--surface-3)] p-3 shadow-xs',
+        className
+      )}
+    >
+      <Icon className='size-6 shrink-0 text-[var(--text-icon)]' />
+      <div className='flex min-h-0 flex-1 flex-col gap-2 pt-2'>
+        <span className='h-px w-full bg-[var(--border)]' />
+        <span className='h-px w-4/5 bg-[var(--border)]' />
+        <span className='h-px w-3/5 bg-[var(--border)]' />
+      </div>
+      <div className='mt-auto min-w-0'>
+        <span className='block whitespace-nowrap text-[13px] text-[var(--text-primary)] leading-5 [@container(max-width:320px)]:text-[11px]'>
+          {document.name}
+        </span>
+        <span className='block text-[11px] text-[var(--text-muted)] leading-4'>
+          {document.size}
+        </span>
+      </div>
+    </div>
   )
 }
 
 /**
- * Sim's shared file library told as a frameless, centered vignette (the
- * audit tile's composition): a small "Files" header with a `Shared` mono
- * ChipTag (fill stepped up to `--surface-6` so the pill stays legible on
- * the grey ground) above four library rows - a document-type icon box,
- * the file name in the row's regular sans face, an "owner · size"
- * attribution line, and a right-aligned timestamp. Human uploads and
- * agent-produced artifacts sit interleaved, which is the tile's whole
- * claim. The newest record - an agent's report, written seconds ago - is
- * the selected row: it sits on a solid white card wearing the family's
- * highlight chrome exactly (`--white` fill, 1px `--border-1` hairline,
- * `rounded-xl`, `shadow-xs`), while older rows rest directly on the tile
- * and quieten with age until a mask gradient dissolves the oldest.
- *
- * Motion (from `file-library-graphic.module.css`): the rows stamp in top
- * to bottom once - the audit tile's one-shot settle, never re-played -
- * and are removed under `prefers-reduced-motion`.
- *
- * The feature tile's visual slot bleeds `2rem` right (`1.5rem` under
- * `max-lg`) but not left, so this centered vignette adds matching right
- * padding to land on the tile's visible center. On the wide spanned tile
- * of the two-column band (container ≥500px inside `sm`..`lg`) the column
- * relaxes to 400px, matching the family's wide-tile measure.
+ * Two folders and two paper-proportioned documents make the shared library tangible.
+ * Documents retain their shape while the folder row fills the remaining space.
+ * The four items settle in once, with a static frame under reduced motion.
  */
 export function FileLibraryGraphic() {
   return (
-    <FeatureGraphicShell>
-      <div
-        aria-hidden='true'
-        className='absolute inset-0 flex items-center justify-center pr-8 max-lg:pr-6'
-      >
-        <div className='w-full max-w-[312px] sm:max-lg:[@container(min-width:500px)]:max-w-[400px]'>
-          <div className='mb-4 flex items-center justify-between'>
+    <FeatureGraphicShell variant='portrait'>
+      <div data-feature-graphic='files' className='absolute inset-0 flex justify-center p-5'>
+        <div className='flex min-h-0 w-full flex-col gap-5 [container-type:inline-size]'>
+          <div className='flex shrink-0 items-center justify-between'>
             <span className='text-[var(--text-primary)] text-base'>Files</span>
-            <ChipTag variant='mono' className='bg-[var(--surface-6)]'>
-              Shared
-            </ChipTag>
+            <ChipTag variant='mono'>Shared</ChipTag>
           </div>
-
-          <div className='flex flex-col gap-1.5 [mask-image:linear-gradient(to_bottom,black_55%,transparent_100%)]'>
-            {ROWS.map((row, index) => {
-              const newest = index === 0
-
-              return (
-                <div
-                  key={row.name}
-                  className={cn(
-                    'flex items-center gap-3 px-3 py-2.5',
-                    ROW_STEP_CLASSES[index],
-                    newest &&
-                      'rounded-xl border border-[var(--border-1)] bg-[var(--white)] shadow-xs'
-                  )}
-                >
-                  <OwnerBadge row={row} />
-                  <span className='min-w-0 flex-1'>
-                    <span className={cn('block truncate text-small', ROW_TONES[index])}>
-                      {row.name}
-                    </span>
-                    <span className='block truncate text-[var(--text-muted)] text-caption'>
-                      {row.meta}
-                    </span>
-                  </span>
-                  <span className='shrink-0 self-start pt-px text-[var(--text-muted)] text-caption'>
-                    {row.time}
-                  </span>
-                </div>
-              )
-            })}
+          <div className='grid min-h-0 flex-1 grid-cols-2 gap-5'>
+            <InteractiveLibraryFolder
+              name='Brand assets'
+              count='12 files'
+              className={styles.item0}
+            />
+            <InteractiveLibraryFolder name='Reports' count='8 files' className={styles.item1} />
+          </div>
+          <div className='grid shrink-0 grid-cols-2 gap-5'>
+            {DOCUMENTS.map((document, index) => (
+              <LibraryDocumentCard
+                key={document.name}
+                document={document}
+                className={DOCUMENT_STEPS[index]}
+              />
+            ))}
           </div>
         </div>
       </div>
diff --git a/apps/sim/app/(landing)/files/components/feature-graphics/files-sdk-graphic.tsx b/apps/sim/app/(landing)/files/components/feature-graphics/files-sdk-graphic.tsx
deleted file mode 100644
index ec3195a23bb..00000000000
--- a/apps/sim/app/(landing)/files/components/feature-graphics/files-sdk-graphic.tsx
+++ /dev/null
@@ -1,60 +0,0 @@
-import { File } from '@sim/emcn/icons'
-import {
-  type CodeSegment,
-  CodeWindowGraphic,
-} from '@/app/(landing)/components/shared/code-window-graphic'
-
-/**
- * The `report-agent.ts` excerpt — an agent reading a file from the shared
- * store and writing its output back, the page's story reached from code.
- */
-const CODE_LINES: readonly CodeSegment[][] = [
-  [
-    { text: 'import', tone: 'muted' },
-    { text: ' ' },
-    { text: '{ files }', tone: 'primary' },
-    { text: ' ' },
-    { text: 'from', tone: 'muted' },
-    { text: ' ' },
-    { text: "'@sim/sdk'", tone: 'primary' },
-  ],
-  [
-    { text: 'const', tone: 'muted' },
-    { text: ' ' },
-    { text: 'brief', tone: 'primary' },
-    { text: ' ' },
-    { text: '= await', tone: 'muted' },
-  ],
-  [{ text: '  ' }, { text: "files.read('q3-brief.pdf')", tone: 'primary' }],
-  [{ text: 'await', tone: 'muted' }, { text: ' ' }, { text: 'files.upload({', tone: 'primary' }],
-  [
-    { text: '  ' },
-    { text: 'name:', tone: 'muted' },
-    { text: ' ' },
-    { text: "'weekly-report.pdf'", tone: 'primary' },
-    { text: ',' },
-  ],
-  [
-    { text: '  ' },
-    { text: 'content:', tone: 'muted' },
-    { text: ' ' },
-    { text: 'draft(brief)', tone: 'primary' },
-    { text: ',' },
-  ],
-] as const
-
-/**
- * Files reached from code told in the shared {@link CodeWindowGraphic}
- * editor window: the `File` mark and the `report-agent.ts` filename over
- * an SDK excerpt reading a brief out of Sim's file store and uploading
- * the finished report back.
- */
-export function FilesSdkGraphic() {
-  return (
-    <CodeWindowGraphic
-      icon={<File className='size-[14px] text-[var(--text-muted-inverse)]' />}
-      filename='report-agent.ts'
-      lines={CODE_LINES}
-    />
-  )
-}
diff --git a/apps/sim/app/(landing)/files/components/feature-graphics/interactive-library-folder.tsx b/apps/sim/app/(landing)/files/components/feature-graphics/interactive-library-folder.tsx
new file mode 100644
index 00000000000..0b423b59801
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/feature-graphics/interactive-library-folder.tsx
@@ -0,0 +1,124 @@
+'use client'
+
+import { useState } from 'react'
+import { cn } from '@sim/emcn'
+import { motion, useReducedMotion } from 'framer-motion'
+import styles from '@/app/(landing)/files/components/feature-graphics/file-library-graphic.module.css'
+
+/**
+ * Adapted from Rare UI's Folder component by Swami Malode.
+ * https://github.com/swamimalode07/rare-ui/blob/main/components/ui/folder-component.tsx
+ *
+ * MIT License — Copyright (c) 2026 Swami Malode
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+const FLAP_PATH =
+  'M0 25C0 11.1929 11.1929 0 25 0H136.084C143.044 0 149.689 2.90139 154.42 8.00608L178.08 33.5343C182.811 38.639 189.456 41.5404 196.416 41.5404H296C309.807 41.5404 321 52.7333 321 66.5404V216C321 229.807 309.807 241 296 241H25C11.1929 241 0 229.807 0 216V25Z'
+const CARDS = [
+  {
+    x: 40,
+    openX: 65,
+    y: -10,
+    hoverY: -30,
+    openY: -130,
+    rotate: 10,
+    hoverRotate: 14,
+    openRotate: 18,
+  },
+  { x: 3, openX: 0, y: -20, hoverY: -35, openY: -150, rotate: 2, hoverRotate: -1, openRotate: -3 },
+  {
+    x: -40,
+    openX: -60,
+    y: -22,
+    hoverY: -44,
+    openY: -140,
+    rotate: -5,
+    hoverRotate: -9,
+    openRotate: -14,
+  },
+] as const
+
+interface InteractiveLibraryFolderProps {
+  name: string
+  count: string
+  className?: string
+}
+
+export function InteractiveLibraryFolder({
+  name,
+  count,
+  className,
+}: InteractiveLibraryFolderProps) {
+  const reducedMotion = useReducedMotion()
+  const [hovered, setHovered] = useState(false)
+  const [open, setOpen] = useState(false)
+  const transition = reducedMotion
+    ? { duration: 0 }
+    : { type: 'spring' as const, stiffness: 120, damping: 14 }
+
+  return (
+    <button
+      type='button'
+      className={cn(styles.folderButton, className)}
+      aria-label={`${name}, ${count}`}
+      aria-pressed={open}
+      onPointerEnter={(event) => {
+        if (event.pointerType !== 'touch') setHovered(true)
+      }}
+      onPointerLeave={() => setHovered(false)}
+      onFocus={() => setHovered(true)}
+      onBlur={() => setHovered(false)}
+      onClick={() => setOpen((value) => !value)}
+      onKeyDown={(event) => {
+        if (event.key === 'Escape') setOpen(false)
+      }}
+    >
+      <span aria-hidden='true' className={styles.folderScene}>
+        <span className={styles.folderBack} />
+        {CARDS.map((card, index) => (
+          <motion.span
+            key={card.x}
+            className={styles.folderPaper}
+            animate={{
+              x: open ? card.openX : card.x,
+              y: open ? card.openY : hovered ? card.hoverY : card.y,
+              rotate: open ? card.openRotate : hovered ? card.hoverRotate : card.rotate,
+            }}
+            transition={{ ...transition, delay: reducedMotion ? 0 : (2 - index) * 0.05 }}
+          >
+            <span className={styles.paperTitle} />
+            <span className={styles.paperLines} />
+          </motion.span>
+        ))}
+        <motion.span
+          className={styles.folderFlap}
+          animate={{ rotateX: open ? -55 : hovered ? -45 : -15 }}
+          transition={transition}
+        >
+          <svg className='absolute inset-0 size-full' viewBox='0 0 321 241' fill='none'>
+            <path d={FLAP_PATH} fill='var(--surface-3)' stroke='var(--border)' strokeWidth='2' />
+          </svg>
+          <span className={styles.folderLabel}>
+            <span>{name}</span>
+            <span>{count}</span>
+          </span>
+        </motion.span>
+      </span>
+    </button>
+  )
+}
diff --git a/apps/sim/app/(landing)/files/components/files-document-preview/files-document-preview.tsx b/apps/sim/app/(landing)/files/components/files-document-preview/files-document-preview.tsx
new file mode 100644
index 00000000000..b125c3c0749
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-document-preview/files-document-preview.tsx
@@ -0,0 +1,32 @@
+'use client'
+
+import { Chip } from '@sim/emcn'
+import { ChevronRight, Download, Files, Send } from '@sim/emcn/icons'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+import { LibraryFileDetail } from '@/app/(landing)/files/components/files-library-preview/components/library-file-detail'
+import { FILES } from '@/app/(landing)/files/components/files-library-preview/data'
+
+/** Files' real breadcrumb/action header over its single-surface markdown document. */
+export function FilesDocumentPreview() {
+  return (
+    <div className='absolute top-16 left-10 w-[620px] overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] text-[var(--text-body)] text-small shadow-xs max-sm:left-6'>
+      <MenuPreviewHeader
+        icon={Files}
+        title={
+          <>
+            <span>Files</span>
+            <ChevronRight className='size-3 text-[var(--text-muted)]' />
+            <span>Weekly report.md</span>
+          </>
+        }
+        actions={
+          <>
+            <Chip leftIcon={Download}>Download</Chip>
+            <Chip leftIcon={Send}>Share</Chip>
+          </>
+        }
+      />
+      <LibraryFileDetail file={FILES[0]} />
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/files/components/files-document-preview/index.ts b/apps/sim/app/(landing)/files/components/files-document-preview/index.ts
new file mode 100644
index 00000000000..a27d7fc7595
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-document-preview/index.ts
@@ -0,0 +1 @@
+export { FilesDocumentPreview } from './files-document-preview'
diff --git a/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-detail/index.ts b/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-detail/index.ts
new file mode 100644
index 00000000000..33f6ee23c2b
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-detail/index.ts
@@ -0,0 +1 @@
+export { LibraryFileDetail } from './library-file-detail'
diff --git a/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-detail/library-file-detail.tsx b/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-detail/library-file-detail.tsx
new file mode 100644
index 00000000000..e03aa8554c7
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-detail/library-file-detail.tsx
@@ -0,0 +1,46 @@
+import { noop } from '@sim/utils/helpers'
+import type { LibraryFile } from '@/app/(landing)/files/components/files-library-preview/data'
+import { PreviewToolbar } from '@/app/workspace/[workspaceId]/files/components/file-viewer/preview-toolbar'
+
+interface LibraryFileDetailProps {
+  file: LibraryFile
+}
+
+/** The document replaces the resource list, matching the actual Files viewer. */
+export function LibraryFileDetail({ file }: LibraryFileDetailProps) {
+  return (
+    <div
+      role='region'
+      aria-label={`${file.name} preview`}
+      className='min-h-0 flex-1 overflow-y-auto'
+    >
+      {file.type === 'PDF' && (
+        <div aria-hidden='true' inert>
+          <PreviewToolbar
+            navigation={{ current: 1, total: 1, label: 'page', onPrevious: noop, onNext: noop }}
+            zoom={{
+              label: '100%',
+              onZoomOut: noop,
+              onZoomIn: noop,
+              canZoomOut: false,
+              canZoomIn: false,
+            }}
+          />
+        </div>
+      )}
+      <div className='mx-auto max-w-[48rem] px-8 py-6 text-[var(--text-primary)] text-base leading-[25px] max-sm:px-5'>
+        <p className='text-[24px] leading-[1.3]'>{file.title}</p>
+        <p className='mt-4'>{file.excerpt}</p>
+        <p className='mt-7 text-[19px] leading-[1.3]'>What moved forward</p>
+        <ul className='mt-3 list-disc space-y-2 pl-6'>
+          <li>Reviewed campaign performance</li>
+          <li>Shared customer feedback with the team</li>
+        </ul>
+        <p className='mt-7 text-[19px] leading-[1.3]'>Next steps</p>
+        <p className='mt-3'>
+          Bring the findings into next week’s brief and follow up on the opportunities.
+        </p>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-list/index.ts b/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-list/index.ts
new file mode 100644
index 00000000000..eaa210f5729
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-list/index.ts
@@ -0,0 +1 @@
+export { LibraryFileList } from './library-file-list'
diff --git a/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-list/library-file-list.tsx b/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-list/library-file-list.tsx
new file mode 100644
index 00000000000..91b4ecccfce
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-library-preview/components/library-file-list/library-file-list.tsx
@@ -0,0 +1,83 @@
+import { getDocumentIcon } from '@/components/icons/document-icons'
+import type { LibraryFile } from '@/app/(landing)/files/components/files-library-preview/data'
+
+interface LibraryFileListProps {
+  files: readonly LibraryFile[]
+  onSelect: (id: string) => void
+}
+
+/** The Files resource's Name, Size, Type, Created, and Owner columns. */
+export function LibraryFileList({ files, onSelect }: LibraryFileListProps) {
+  return (
+    <div className='min-h-0 flex-1 overflow-auto'>
+      <table className='w-full min-w-[658px] table-fixed border-collapse whitespace-nowrap text-left text-small'>
+        <colgroup>
+          <col className='w-[256px]' />
+          <col className='w-[78px]' />
+          <col className='w-[98px]' />
+          <col className='w-[94px]' />
+          <col className='w-[132px]' />
+        </colgroup>
+        <thead>
+          <tr className='h-9 border-[var(--border)] border-b text-[var(--text-secondary)]'>
+            {['Name', 'Size', 'Type', 'Created', 'Owner'].map((name) => (
+              <th key={name} className='font-normal first:pl-4'>
+                {name}
+              </th>
+            ))}
+          </tr>
+        </thead>
+        <tbody>
+          {files.map((file) => {
+            const Icon = getDocumentIcon('', file.name)
+            return (
+              <tr
+                key={file.id}
+                className='h-11 text-[var(--text-secondary)] hover:bg-[var(--surface-hover)]'
+              >
+                <td className='pl-4 text-[var(--text-body)]'>
+                  <button
+                    type='button'
+                    onClick={() => onSelect(file.id)}
+                    className='flex h-11 max-w-full items-center gap-2.5 rounded-sm text-left focus-visible:outline-2 focus-visible:outline-[var(--text-primary)]'
+                  >
+                    <Icon
+                      aria-hidden='true'
+                      className='size-[14px] shrink-0 text-[var(--text-icon)]'
+                    />
+                    <span className='sr-only'>Open {file.type} </span>
+                    <span className='truncate'>{file.name}</span>
+                  </button>
+                </td>
+                <td className='tabular-nums'>{file.size}</td>
+                <td>
+                  <span className='flex items-center gap-2'>
+                    <Icon
+                      aria-hidden='true'
+                      className='size-[14px] shrink-0 text-[var(--text-icon)]'
+                    />
+                    {file.type}
+                  </span>
+                </td>
+                <td>{file.created}</td>
+                <td>
+                  <span className='flex items-center gap-2'>
+                    <span className='flex size-[18px] shrink-0 items-center justify-center rounded-full bg-[var(--surface-3)] text-micro'>
+                      {file.owner[0]}
+                    </span>
+                    <span className='truncate'>{file.owner}</span>
+                  </span>
+                </td>
+              </tr>
+            )
+          })}
+        </tbody>
+      </table>
+      {files.length === 0 && (
+        <p role='status' className='p-6 text-[var(--text-secondary)] text-small'>
+          No files match your search.
+        </p>
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/files/components/files-library-preview/data.ts b/apps/sim/app/(landing)/files/components/files-library-preview/data.ts
new file mode 100644
index 00000000000..47e38eccb7e
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-library-preview/data.ts
@@ -0,0 +1,78 @@
+export interface LibraryFile {
+  id: string
+  name: string
+  type: string
+  size: string
+  title: string
+  excerpt: string
+  owner: string
+  created: string
+}
+
+export const FILES: readonly LibraryFile[] = [
+  {
+    id: 'weekly-report',
+    name: 'Weekly report.md',
+    type: 'Markdown',
+    size: '24 KB',
+    title: 'A week of progress.',
+    excerpt:
+      'Campaign results, customer conversations, and the next steps for the team. All in one place.',
+    owner: 'Morgan Lee',
+    created: 'Sep 4',
+  },
+  {
+    id: 'brand-guidelines',
+    name: 'Brand guidelines.pdf',
+    type: 'PDF',
+    size: '1.2 MB',
+    title: 'Make every detail count.',
+    excerpt:
+      'The colors, typography, and voice that bring our brand to life. A shared reference for every project.',
+    owner: 'Morgan Lee',
+    created: 'Sep 4',
+  },
+  {
+    id: 'product-brief',
+    name: 'Product brief.docx',
+    type: 'Document',
+    size: '324 KB',
+    title: 'The next chapter.',
+    excerpt: 'What we are building, who it is for, and how the team will bring it to market.',
+    owner: 'Alex Chen',
+    created: 'Sep 3',
+  },
+  {
+    id: 'research',
+    name: 'Research notes.pdf',
+    type: 'PDF',
+    size: '860 KB',
+    title: 'Start with the people.',
+    excerpt:
+      'Notes from five customer conversations, the patterns we heard, and the opportunities worth exploring.',
+    owner: 'Alex Chen',
+    created: 'Sep 3',
+  },
+  {
+    id: 'campaign',
+    name: 'Campaign summary.md',
+    type: 'Markdown',
+    size: '18 KB',
+    title: 'From launch to learning.',
+    excerpt:
+      'A look at what reached the right people, which messages resonated, and what to try next.',
+    owner: 'Morgan Lee',
+    created: 'Sep 2',
+  },
+  {
+    id: 'voice',
+    name: 'Voice and tone.md',
+    type: 'Markdown',
+    size: '12 KB',
+    title: 'Clear, useful, human.',
+    excerpt:
+      'Write with purpose. Keep sentences direct, make the details concrete, and help people take the next step.',
+    owner: 'Morgan Lee',
+    created: 'Sep 2',
+  },
+]
diff --git a/apps/sim/app/(landing)/files/components/files-library-preview/files-library-preview.tsx b/apps/sim/app/(landing)/files/components/files-library-preview/files-library-preview.tsx
new file mode 100644
index 00000000000..64a679196c1
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-library-preview/files-library-preview.tsx
@@ -0,0 +1,111 @@
+'use client'
+
+import { useEffect, useRef, useState } from 'react'
+import { Chip } from '@sim/emcn'
+import {
+  ArrowUpDown,
+  ChevronRight,
+  Download,
+  Files as FilesIcon,
+  Search,
+  Send,
+} from '@sim/emcn/icons'
+import {
+  MenuPreviewHeader,
+  MenuPreviewToolbar,
+} from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+import { LibraryFileDetail } from '@/app/(landing)/files/components/files-library-preview/components/library-file-detail'
+import { LibraryFileList } from '@/app/(landing)/files/components/files-library-preview/components/library-file-list'
+import { FILES } from '@/app/(landing)/files/components/files-library-preview/data'
+
+/** Native Files columns and document navigation, with local search and sorting. */
+export function FilesLibraryPreview() {
+  const searchRef = useRef<HTMLInputElement>(null)
+  const backRef = useRef<HTMLButtonElement>(null)
+  const previousSelectionRef = useRef<string | null>(null)
+  const [query, setQuery] = useState('')
+  const [ascending, setAscending] = useState(false)
+  const [selectedId, setSelectedId] = useState<string | null>(null)
+  const selectedFile = FILES.find((file) => file.id === selectedId)
+  const visibleFiles = FILES.filter((file) =>
+    file.name.toLowerCase().includes(query.trim().toLowerCase())
+  )
+  if (ascending) visibleFiles.sort((a, b) => a.name.localeCompare(b.name))
+
+  useEffect(() => {
+    if (selectedId) backRef.current?.focus()
+    else if (previousSelectionRef.current) searchRef.current?.focus()
+    previousSelectionRef.current = selectedId
+  }, [selectedId])
+
+  return (
+    <div className='absolute inset-0 isolate overflow-hidden bg-[var(--bg)]'>
+      <div className='-translate-x-1/2 absolute top-20 left-1/2 h-[440px] w-[780px] max-w-[calc(100%_-_48px)] max-sm:top-8 max-sm:h-[410px]'>
+        <div className='flex h-full flex-col overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] text-[var(--text-body)] text-small shadow-xs'>
+          <MenuPreviewHeader
+            icon={FilesIcon}
+            title={
+              selectedFile ? (
+                <>
+                  <button
+                    ref={backRef}
+                    type='button'
+                    onClick={() => setSelectedId(null)}
+                    className='rounded-sm text-[var(--text-secondary)] hover:text-[var(--text-primary)] focus-visible:outline-2'
+                  >
+                    Files
+                  </button>
+                  <ChevronRight className='size-3 shrink-0 text-[var(--text-secondary)]' />
+                  <span className='truncate'>{selectedFile.name}</span>
+                </>
+              ) : (
+                'Files'
+              )
+            }
+            actions={
+              selectedFile && (
+                <span aria-hidden='true' inert className='flex'>
+                  <Chip leftIcon={Download}>Download</Chip>
+                  <Chip leftIcon={Send}>Share</Chip>
+                </span>
+              )
+            }
+          />
+          {selectedFile ? (
+            <LibraryFileDetail file={selectedFile} />
+          ) : (
+            <>
+              <MenuPreviewToolbar>
+                <label className='mr-auto ml-2 flex min-w-0 flex-1 items-center gap-2 text-[var(--text-secondary)]'>
+                  <Search aria-hidden='true' className='size-[14px] shrink-0' />
+                  <input
+                    ref={searchRef}
+                    type='search'
+                    aria-label='Search demo files'
+                    value={query}
+                    onChange={(event) => setQuery(event.target.value)}
+                    placeholder='Search files...'
+                    className='h-8 w-full min-w-0 rounded-sm bg-transparent text-[var(--text-body)] text-small outline-none placeholder:text-[var(--text-secondary)] focus-visible:outline-2 focus-visible:outline-[var(--border)] max-sm:text-[16px]'
+                  />
+                </label>
+                <Chip
+                  leftIcon={ArrowUpDown}
+                  active={ascending}
+                  aria-pressed={ascending}
+                  aria-label='Sort files by name'
+                  onClick={() => setAscending((value) => !value)}
+                >
+                  Sort
+                </Chip>
+              </MenuPreviewToolbar>
+              <LibraryFileList files={visibleFiles} onSelect={setSelectedId} />
+            </>
+          )}
+        </div>
+        <EdgeFade ground='canvas' edges={['bottom']} depth='stage' />
+      </div>
+      <EdgeFade ground='canvas' edges={['top', 'left', 'right']} depth='preview' />
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/files/components/files-library-preview/index.ts b/apps/sim/app/(landing)/files/components/files-library-preview/index.ts
new file mode 100644
index 00000000000..9b5cc080515
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-library-preview/index.ts
@@ -0,0 +1 @@
+export { FilesLibraryPreview } from './files-library-preview'
diff --git a/apps/sim/app/(landing)/files/components/files-workflow-preview/files-workflow-preview.tsx b/apps/sim/app/(landing)/files/components/files-workflow-preview/files-workflow-preview.tsx
new file mode 100644
index 00000000000..72f006273b6
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-workflow-preview/files-workflow-preview.tsx
@@ -0,0 +1,42 @@
+'use client'
+
+import { AgentIcon, DocumentIcon } from '@/components/icons'
+import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+import { TwoBlockWorkflowPreview } from '@/app/(landing)/components/shared/two-block-workflow-preview/two-block-workflow-preview'
+
+const SUMMARIZE: BlockDef = {
+  id: 'files-summarize',
+  name: 'Summarize document',
+  type: 'agent',
+  typeLabel: 'Agent',
+  icon: AgentIcon,
+  bgColor: 'var(--text-primary)',
+  sentence: {
+    segments: ['Prompt', { subBlockId: 'model', noun: 'a model' }],
+    values: { model: 'GPT-6 Astra' },
+  },
+  rows: [],
+  x: 24,
+  y: 72,
+}
+
+const SAVE: BlockDef = {
+  id: 'files-save-summary',
+  name: 'Save summary',
+  type: 'file_v5',
+  typeLabel: 'File',
+  icon: DocumentIcon,
+  bgColor: '#40916C',
+  sentence: {
+    segments: ['Create', { subBlockId: 'fileName', noun: 'a file' }],
+    values: { fileName: 'Summary.md' },
+  },
+  rows: [],
+  x: 340,
+  y: 180,
+}
+
+/** Production Agent and File cards, using the File block's Write sentence. */
+export function FilesWorkflowPreview() {
+  return <TwoBlockWorkflowPreview source={SUMMARIZE} target={SAVE} />
+}
diff --git a/apps/sim/app/(landing)/files/components/files-workflow-preview/index.ts b/apps/sim/app/(landing)/files/components/files-workflow-preview/index.ts
new file mode 100644
index 00000000000..8972ee38b16
--- /dev/null
+++ b/apps/sim/app/(landing)/files/components/files-workflow-preview/index.ts
@@ -0,0 +1 @@
+export { FilesWorkflowPreview } from './files-workflow-preview'
diff --git a/apps/sim/app/(landing)/files/files.tsx b/apps/sim/app/(landing)/files/files.tsx
index 10033e2a708..8ab2be7d0c4 100644
--- a/apps/sim/app/(landing)/files/files.tsx
+++ b/apps/sim/app/(landing)/files/files.tsx
@@ -1,172 +1,63 @@
 import {
-  PlatformHeroVisual,
   SolutionsPage,
-  type SolutionsPageConfig,
-} from '@/app/(landing)/components'
-import {
-  AuditTrailGraphic,
-  OperationsTeamsGraphic,
-  RunMonitoringGraphic,
-} from '@/app/(landing)/enterprise/components/feature-graphics'
-import { FileLibraryGraphic } from '@/app/(landing)/files/components/feature-graphics/file-library-graphic'
-import { FilesSdkGraphic } from '@/app/(landing)/files/components/feature-graphics/files-sdk-graphic'
-import { FilesHeroLoop } from '@/app/(landing)/files/components/files-hero-loop'
-import { DocumentDraftGraphic } from '@/app/(landing)/solutions/components/feature-graphics'
+  type SolutionsProductPageConfig,
+} from '@/app/(landing)/components/solutions-page'
+import { ProductHeroPreview } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview'
+import { FilesDocumentPreview } from '@/app/(landing)/files/components/files-document-preview'
+import { FilesLibraryPreview } from '@/app/(landing)/files/components/files-library-preview'
+import { FilesWorkflowPreview } from '@/app/(landing)/files/components/files-workflow-preview'
 
-/**
- * Files platform page - a consumer of {@link SolutionsPage} rendered with
- * the enterprise page's feature-tile treatment.
- *
- * The whole page is one typed {@link SolutionsPageConfig} rendered inside
- * the shared route-group layout chrome: identity (for structured data), a
- * hero, and two rows of three feature tiles. The story is one file store
- * shared by the team and its agents - agents read files as inputs, produce
- * files as outputs, and every artifact lands in the same place. Every
- * visual slot carries a feature graphic in the enterprise design language:
- * two files-specific vignettes (the shared library ledger and the SDK
- * upload window) plus the switchboard, audit ledger, run monitor, and
- * document draft retold for file routing, file history, parse runs, and
- * agent-written reports.
- */
-/** Shared meta + JSON-LD description for the Files page (one string, zero drift). */
+/** Shared description for page metadata and structured data. */
 export const FILES_PAGE_DESCRIPTION =
-  'Files is the file storage for AI agents and teams in Sim. Upload, create, and share in one store, and agents read files as inputs and write outputs back.'
+  'Keep team uploads and agent outputs together in Sim Files. Organize folders, preview documents, edit markdown, and read or write files from workflows.'
 
-const FILES_CONFIG: SolutionsPageConfig = {
+const FILES_CONFIG: SolutionsProductPageConfig = {
   module: 'Files',
   path: '/files',
   seoDescription: FILES_PAGE_DESCRIPTION,
   hero: {
     eyebrow: 'Files',
-    heading: 'One file store for your team and every agent in Sim.',
-    description:
-      'Files is the file storage for teams and every AI agent in Sim, the open-source AI workspace. Upload, create, and share. Agents read files as inputs and produce new files as outputs.',
+    heading: 'One home for your agents’ files.',
+    description: 'Keep your team’s documents and your agents’ outputs together in Sim.',
     summary:
-      'Files is the file storage for teams and AI agents in Sim, the open-source AI workspace where teams build, deploy, and manage AI agents. Teams upload, create, and share files, and agents read them as inputs, parse them, and produce new files as outputs.',
-    visual: (
-      <PlatformHeroVisual>
-        <FilesHeroLoop />
-      </PlatformHeroVisual>
-    ),
+      'Sim Files is shared file storage in the open-source AI workspace where teams build, deploy, and manage AI agents. Organize uploads in folders, preview documents, edit markdown, and use the File block to read content, pass attachments, and save outputs from agent runs.',
+    visual: <ProductHeroPreview product='files' />,
+  },
+  codeExample: {
+    title: 'Read and write from your terminal.',
+    description:
+      'List workspace files, download inputs, and upload finished reports with the Sim CLI.',
+    filename: 'files.sh',
+    commands: ['sim files list', 'sim files get "$FILE_ID"', 'sim files upload ./report.pdf'],
   },
-  rows: [
+  features: [
+    {
+      id: 'organize',
+      label: 'A shared library',
+      title: 'Everything, in its place.',
+      description:
+        'Organize folders, find the right source, and preview a file without leaving your workspace.',
+      visual: <FilesLibraryPreview />,
+      cta: { label: 'Explore Files', href: 'https://docs.sim.ai/files' },
+    },
     {
-      id: 'store',
-      title: 'One place for every file.',
-      subtitle:
-        'Sim keeps uploads, agent outputs, and shared documents in a single store your whole workspace can reach.',
-      cta: { label: 'Explore Files', href: '/signup' },
-      cards: [
-        {
-          title: 'One shared library',
-          description:
-            "Sim stores your team's uploads and your agents' outputs side by side, so nothing lives in a silo.",
-          visual: <FileLibraryGraphic />,
-        },
-        {
-          title: 'Files flow through workflows',
-          description:
-            'Sim routes files from uploads, email, and drives into agent runs, then delivers the results where your team works.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: (
-            <OperationsTeamsGraphic
-              sourceLabels={['Uploads', 'Gmail', 'Drive']}
-              destinationLabels={['Slack', 'Reports', 'Archive']}
-            />
-          ),
-        },
-        {
-          title: 'Every file action on the record',
-          description:
-            'Sim logs every upload, parse, and share, so teams always know where a file came from.',
-          visual: (
-            <AuditTrailGraphic
-              entries={[
-                {
-                  action: 'File uploaded',
-                  actor: 'Maya Chen',
-                  resource: 'brand-guidelines.pdf',
-                  time: 'Now',
-                  avatar: '/landing/team-avatar-1.jpg',
-                },
-                {
-                  action: 'Report generated',
-                  actor: 'Report agent',
-                  resource: 'weekly-report.pdf',
-                  time: '12 min ago',
-                  avatar: '/landing/team-avatar-2.jpg',
-                },
-                {
-                  action: 'File parsed',
-                  actor: 'Invoice agent',
-                  resource: 'vendor-invoices.pdf',
-                  time: '1h ago',
-                  avatar: '/landing/team-avatar-3.jpg',
-                },
-                {
-                  action: 'Folder shared',
-                  actor: 'Jordan Lee',
-                  resource: 'Q3 planning',
-                  time: 'Jun 12',
-                  avatar: '/landing/team-avatar-1.jpg',
-                },
-              ]}
-            />
-          ),
-        },
-      ],
+      id: 'review',
+      label: 'Documents in context',
+      title: 'Open the file. Keep working.',
+      description: 'Preview documents and edit markdown alongside the rest of your team’s work.',
+      visual: <FilesDocumentPreview />,
+      cta: { label: 'Explore the editor', href: 'https://docs.sim.ai/files/editor' },
     },
     {
-      id: 'agents',
-      title: 'AI agents read, parse, and produce files.',
-      subtitle:
-        'Sim agents take files as inputs, pull the data out, and write new files back to the store for your team.',
-      cta: { label: 'Build a file-handling agent', href: '/signup' },
-      cards: [
-        {
-          title: 'Read and parse anything',
-          description:
-            'Sim agents take PDFs, spreadsheets, and docs as inputs and pull out the fields your workflow needs.',
-          visual: (
-            <RunMonitoringGraphic
-              title='Parse run'
-              fields={[
-                { label: 'File', value: 'vendor-invoices.pdf', variant: 'strong' },
-                { label: 'Trigger', value: 'File upload', variant: 'chip' },
-                { label: 'Pages', value: '32', variant: 'mono' },
-                { label: 'Duration', value: '2.4s', variant: 'mono' },
-              ]}
-              outputLabel='Extracted output'
-              outputPairs={[
-                { key: 'status', value: '"parsed"' },
-                { key: 'fields', value: '214' },
-              ]}
-            />
-          ),
-        },
-        {
-          title: 'Produce files as outputs',
-          description:
-            'Sim agents draft reports, exports, and summaries, then save them to Files for the whole team.',
-          visual: (
-            <DocumentDraftGraphic
-              title='Weekly report'
-              statusTag='Agent-drafted'
-              footerLabel='Saved to Files'
-              footerDetail='Just now'
-            />
-          ),
-        },
-        {
-          title: 'Read and write from code',
-          description:
-            "Sim's SDK gives every agent the same file store, so code reads inputs and uploads outputs in a few lines.",
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: <FilesSdkGraphic />,
-        },
-      ],
+      id: 'workflows',
+      label: 'Inputs and outputs',
+      title: 'Inputs in. Finished work out.',
+      description: 'Read a file, let an agent work with it, and save the result back to Sim.',
+      visual: <FilesWorkflowPreview />,
+      cta: {
+        label: 'See Files in workflows',
+        href: 'https://docs.sim.ai/files/using-in-workflows',
+      },
     },
   ],
 }
diff --git a/apps/sim/app/(landing)/hooks/use-elapsed-reveal.ts b/apps/sim/app/(landing)/hooks/use-elapsed-reveal.ts
new file mode 100644
index 00000000000..63c61c47aa9
--- /dev/null
+++ b/apps/sim/app/(landing)/hooks/use-elapsed-reveal.ts
@@ -0,0 +1,52 @@
+'use client'
+
+import { useEffect, useState } from 'react'
+
+/**
+ * Reveals an incrementing count (typed chars, streamed words) at a fixed
+ * step interval while `active`, deriving progress from ELAPSED time so a
+ * throttled background tab catches up instead of stalling mid-reveal.
+ * Resets to 0 when inactive; jumps straight to `total` under
+ * `prefers-reduced-motion`.
+ */
+export function useElapsedReveal(active: boolean, stepMs: number, total: number): number {
+  const [revealed, setRevealed] = useState(0)
+
+  useEffect(() => {
+    if (!active) {
+      setRevealed(0)
+      return
+    }
+
+    const media = window.matchMedia('(prefers-reduced-motion: reduce)')
+    let interval: ReturnType<typeof setInterval> | null = null
+
+    const run = () => {
+      const startedAt = performance.now()
+      interval = setInterval(() => {
+        const elapsed = performance.now() - startedAt
+        const n = Math.min(Math.floor(elapsed / stepMs) + 1, total)
+        setRevealed(n)
+        if (n >= total && interval) clearInterval(interval)
+      }, stepMs)
+    }
+
+    const syncMotionPreference = () => {
+      if (interval) clearInterval(interval)
+      if (media.matches) {
+        setRevealed(total)
+        return
+      }
+      run()
+    }
+
+    syncMotionPreference()
+    media.addEventListener('change', syncMotionPreference)
+    return () => {
+      media.removeEventListener('change', syncMotionPreference)
+      if (interval) clearInterval(interval)
+    }
+  }, [active, stepMs, total])
+
+  return revealed
+}
diff --git a/apps/sim/app/(landing)/hooks/use-lazy-mount.ts b/apps/sim/app/(landing)/hooks/use-lazy-mount.ts
index e7c04cb25f5..f46e6a8227a 100644
--- a/apps/sim/app/(landing)/hooks/use-lazy-mount.ts
+++ b/apps/sim/app/(landing)/hooks/use-lazy-mount.ts
@@ -4,9 +4,12 @@ import { useEffect, useRef, useState } from 'react'
 
 /**
  * Gates mounting a heavy client island on viewport proximity via
- * {@link IntersectionObserver}, so its bundle (and any `requestAnimationFrame`
- * loop) only loads once the section nears the viewport instead of on initial
- * page load. Falls back to an eager mount when `IntersectionObserver` is
+ * {@link IntersectionObserver}, so its bundle (and any timer or
+ * `requestAnimationFrame` loop) only loads once the section nears the
+ * viewport instead of on initial page load, and unmounts again once the
+ * section scrolls away so no loop keeps rendering frames nobody sees. The
+ * host reserves the box, and a returning section restarts from its opening
+ * beat. Falls back to an eager mount when `IntersectionObserver` is
  * unavailable, so the section never gets stuck unmounted.
  *
  * Pair with `next/dynamic(..., { ssr: false })` for the mounted component.
@@ -16,22 +19,18 @@ export function useLazyMount(rootMargin: string) {
   const [inView, setInView] = useState(false)
 
   useEffect(() => {
-    if (inView) return
     if (typeof IntersectionObserver === 'undefined') {
       setInView(true)
       return
     }
     const el = ref.current
     if (!el) return
-    const observer = new IntersectionObserver(
-      ([entry]) => {
-        if (entry.isIntersecting) setInView(true)
-      },
-      { rootMargin }
-    )
+    const observer = new IntersectionObserver(([entry]) => setInView(entry.isIntersecting), {
+      rootMargin,
+    })
     observer.observe(el)
     return () => observer.disconnect()
-  }, [inView, rootMargin])
+  }, [rootMargin])
 
   return { ref, inView }
 }
diff --git a/apps/sim/app/(landing)/hooks/use-motion-safe-cycle.ts b/apps/sim/app/(landing)/hooks/use-motion-safe-cycle.ts
index dcfa80d7d32..9099d20d657 100644
--- a/apps/sim/app/(landing)/hooks/use-motion-safe-cycle.ts
+++ b/apps/sim/app/(landing)/hooks/use-motion-safe-cycle.ts
@@ -24,7 +24,8 @@ interface MotionSafeCycleOptions {
  * {@link MotionSafeCycleOptions.scheduleCycle} on repeat or renders the
  * static finished frame via {@link MotionSafeCycleOptions.showFinished}.
  * Reacts live to preference changes and clears every pending timer on
- * restart, preference flip, and unmount.
+ * restart, preference flip, and unmount. A hidden tab stops the clock (no
+ * beats commit renders nobody sees) and a fresh cycle starts when it returns.
  *
  * @param deps - Effect dependencies; the loop restarts from scratch when
  *   they change. Defaults to mount-only.
@@ -47,19 +48,21 @@ export function useMotionSafeCycle(
       timers = [...scheduled, setTimeout(runCycle, totalMs)]
     }
 
-    const syncMotionPreference = () => {
+    const sync = () => {
       clearScheduled()
       if (media.matches) {
         showFinished()
         return
       }
-      runCycle()
+      if (!document.hidden) runCycle()
     }
 
-    syncMotionPreference()
-    media.addEventListener('change', syncMotionPreference)
+    sync()
+    media.addEventListener('change', sync)
+    document.addEventListener('visibilitychange', sync)
     return () => {
-      media.removeEventListener('change', syncMotionPreference)
+      media.removeEventListener('change', sync)
+      document.removeEventListener('visibilitychange', sync)
       clearScheduled()
     }
   }, deps)
diff --git a/apps/sim/app/(landing)/hooks/use-preview-dialog-focus.test.tsx b/apps/sim/app/(landing)/hooks/use-preview-dialog-focus.test.tsx
new file mode 100644
index 00000000000..a915e78bcf3
--- /dev/null
+++ b/apps/sim/app/(landing)/hooks/use-preview-dialog-focus.test.tsx
@@ -0,0 +1,143 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, type ReactNode } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { KnowledgeSourcesPreview } from '@/app/(landing)/knowledge/components/knowledge-sources-preview'
+import { TablesRecordsPreview } from '@/app/(landing)/tables/components/tables-records-preview'
+
+vi.mock('next/navigation', () => ({ usePathname: () => '/tables' }))
+
+let host: HTMLDivElement
+let root: Root
+
+beforeEach(() => {
+  vi.useFakeTimers()
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  vi.stubGlobal(
+    'ResizeObserver',
+    class {
+      observe() {}
+      unobserve() {}
+      disconnect() {}
+    }
+  )
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  act(() => vi.runOnlyPendingTimers())
+  host.remove()
+  vi.useRealTimers()
+  vi.unstubAllGlobals()
+})
+
+function settle() {
+  act(() => vi.advanceTimersByTime(32))
+}
+
+function mount(ui: ReactNode) {
+  act(() => root.render(ui))
+  settle()
+}
+
+function button(text: string, container: ParentNode = document): HTMLButtonElement {
+  const element = Array.from(container.querySelectorAll<HTMLButtonElement>('button')).find(
+    (node) => node.getAttribute('aria-label') === text || node.textContent?.trim() === text
+  )
+  if (!element) throw new Error(`Missing button: ${text}`)
+  return element
+}
+
+function dialog(): HTMLElement {
+  const element = document.querySelector<HTMLElement>('[role="dialog"]')
+  if (!element) throw new Error('Missing dialog')
+  return element
+}
+
+function click(element: HTMLElement) {
+  act(() => {
+    element.focus()
+    element.click()
+  })
+  settle()
+}
+
+function pressEscape() {
+  act(() => {
+    dialog().dispatchEvent(
+      new KeyboardEvent('keydown', { key: 'Escape', bubbles: true, cancelable: true })
+    )
+  })
+  settle()
+}
+
+function openMenu(trigger: HTMLElement) {
+  act(() => {
+    trigger.focus()
+    trigger.dispatchEvent(
+      new KeyboardEvent('keydown', { key: 'Enter', bubbles: true, cancelable: true })
+    )
+  })
+  settle()
+}
+
+function selectMenuItem(text: string) {
+  const item = Array.from(document.querySelectorAll<HTMLElement>('[role="menuitem"]')).find(
+    (node) => node.textContent?.trim() === text
+  )
+  if (!item) throw new Error(`Missing menu item: ${text}`)
+  click(item)
+}
+
+describe('Preview dialog return focus with native ChipModal', () => {
+  it.each(['Escape', 'Cancel', 'Close', 'Update Row'])(
+    'returns to the Tables row after %s',
+    (action) => {
+      mount(<TablesRecordsPreview />)
+      const opener = button('Edit Acme Corp row')
+      click(opener)
+      expect(dialog().contains(document.activeElement)).toBe(true)
+
+      if (action === 'Escape') pressEscape()
+      else click(button(action, dialog()))
+
+      expect(document.querySelector('[role="dialog"]')).toBeNull()
+      expect(document.activeElement).toBe(opener)
+    }
+  )
+
+  it('returns to Filter when an updated Tables row leaves the current filter', () => {
+    mount(<TablesRecordsPreview />)
+    const filter = button('Filter')
+    openMenu(filter)
+    selectMenuItem('Qualified')
+    click(button('Edit Acme Corp row'))
+    openMenu(button('Qualified', dialog()))
+    selectMenuItem('Review')
+    click(button('Update Row', dialog()))
+
+    expect(document.querySelector('[aria-label="Edit Acme Corp row"]')).toBeNull()
+    expect(document.activeElement).toBe(filter)
+  })
+
+  it.each(['Escape', 'Close'])(
+    'returns to the actual Knowledge source opener after %s',
+    (action) => {
+      mount(<KnowledgeSourcesPreview />)
+      const opener = button('View connected sources including Confluence')
+      click(opener)
+      expect(dialog().contains(document.activeElement)).toBe(true)
+
+      if (action === 'Escape') pressEscape()
+      else click(button(action, dialog()))
+
+      expect(document.querySelector('[role="dialog"]')).toBeNull()
+      expect(document.activeElement).toBe(opener)
+    }
+  )
+})
diff --git a/apps/sim/app/(landing)/hooks/use-preview-dialog-focus.ts b/apps/sim/app/(landing)/hooks/use-preview-dialog-focus.ts
new file mode 100644
index 00000000000..8fab2ee2ba9
--- /dev/null
+++ b/apps/sim/app/(landing)/hooks/use-preview-dialog-focus.ts
@@ -0,0 +1,27 @@
+'use client'
+
+import { type RefObject, useEffect, useRef } from 'react'
+
+/** Restores the actual opener when a preview uses a controlled modal without a DialogTrigger. */
+export function usePreviewDialogFocus(open: boolean, fallbackRef: RefObject<HTMLElement | null>) {
+  const openerRef = useRef<HTMLElement | null>(null)
+  const previousOpenRef = useRef(open)
+
+  useEffect(() => {
+    const closed = previousOpenRef.current && !open
+    previousOpenRef.current = open
+    if (!closed) return
+
+    /** Let the dialog release its focus trap before returning to the preview. */
+    const frame = requestAnimationFrame(() => {
+      const opener = openerRef.current
+      if (opener?.isConnected) opener.focus({ preventScroll: true })
+      if (!opener?.isConnected || document.activeElement !== opener) {
+        fallbackRef.current?.focus({ preventScroll: true })
+      }
+    })
+    return () => cancelAnimationFrame(frame)
+  }, [open, fallbackRef])
+
+  return openerRef
+}
diff --git a/apps/sim/app/(landing)/integrations/(shell)/[slug]/opengraph-image.tsx b/apps/sim/app/(landing)/integrations/(shell)/[slug]/opengraph-image.tsx
index e2767121c9c..dd6f5b3e748 100644
--- a/apps/sim/app/(landing)/integrations/(shell)/[slug]/opengraph-image.tsx
+++ b/apps/sim/app/(landing)/integrations/(shell)/[slug]/opengraph-image.tsx
@@ -10,13 +10,7 @@ export const size = COVER_OG_SIZE
 const integrations = integrationsJson.integrations as readonly Integration[]
 const bySlug = new Map(integrations.map((i) => [i.slug, i]))
 
-/**
- * The sibling page.tsx sets `dynamicParams = false`, a segment-level
- * restriction that also blocks this metadata route from rendering any
- * param combination it wasn't statically generated for - but Next does not
- * share generateStaticParams between a page and its sibling metadata
- * routes, so without this export every integration's OG image 404s.
- */
+/** Pre-render catalog images separately from their sibling pages. */
 export async function generateStaticParams() {
   return integrations.map((integration) => ({ slug: integration.slug }))
 }
diff --git a/apps/sim/app/(landing)/integrations/(shell)/[slug]/page.tsx b/apps/sim/app/(landing)/integrations/(shell)/[slug]/page.tsx
index 7cced85a754..f920c55ec56 100644
--- a/apps/sim/app/(landing)/integrations/(shell)/[slug]/page.tsx
+++ b/apps/sim/app/(landing)/integrations/(shell)/[slug]/page.tsx
@@ -1,7 +1,6 @@
 import { ChipLink } from '@sim/emcn'
 import { truncate } from '@sim/utils/string'
 import type { Metadata } from 'next'
-import Image from 'next/image'
 import Link from 'next/link'
 import { notFound } from 'next/navigation'
 import { SITE_URL } from '@/lib/core/utils/urls'
@@ -49,7 +48,8 @@ const MAX_TEMPLATES_SHOWN = 12
 const bySlug = new Map(allIntegrations.map((i) => [i.slug, i]))
 const byType = new Map(allIntegrations.map((i) => [i.type, i]))
 
-export const dynamicParams = false
+/** Unknown slugs reach the section 404 while known pages remain pre-rendered. */
+export const dynamicParams = true
 
 /**
  * Returns up to `limit` related integration slugs.
@@ -455,7 +455,7 @@ export default async function IntegrationPage({ params }: { params: Promise<{ sl
       <JsonLd data={faqJsonLd} />
 
       {/* Hero */}
-      <div className='mx-auto w-full max-w-[1460px] px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+      <div className='mx-auto w-full max-w-[1728px] px-10 pt-[112px] max-sm:pt-20 max-md:px-7 max-lg:px-8 max-xl:px-9'>
         <div className='mb-6'>
           <BackLink href='/integrations' label='Back to Integrations' />
         </div>
@@ -532,7 +532,7 @@ export default async function IntegrationPage({ params }: { params: Promise<{ sl
       <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
       {/* Border-railed content */}
-      <div className='mx-20 max-w-[1300px] border-[var(--border)] border-x max-sm:mx-5 max-lg:mx-8 min-[1460px]:mx-auto'>
+      <div className='mx-10 max-w-[1648px] border-[var(--border)] border-x max-md:mx-7 max-lg:mx-8 max-xl:mx-9 min-[1728px]:mx-auto'>
         {/* Overview */}
         {overviewBody && (
           <>
@@ -966,60 +966,6 @@ export default async function IntegrationPage({ params }: { params: Promise<{ sl
             <div className='h-px w-full bg-[var(--border)]' />
           </>
         )}
-
-        {/* Bottom CTA */}
-        <section aria-labelledby='cta-heading' className='px-6 py-16 text-center'>
-          <div className='mx-auto mb-6 flex items-center justify-center gap-3'>
-            <Image
-              src='/brandbook/logo/small.png'
-              alt='Sim'
-              width={56}
-              height={56}
-              className='shrink-0 rounded-xl'
-              unoptimized
-            />
-            <div className='flex items-center gap-2'>
-              <span className='h-px w-5 bg-[var(--border-1)]' aria-hidden='true' />
-              <span
-                className='flex size-7 items-center justify-center rounded-full border border-[var(--border-1)]'
-                aria-hidden='true'
-              >
-                <svg
-                  className='size-3.5 text-[var(--text-muted)]'
-                  viewBox='0 0 24 24'
-                  fill='none'
-                  stroke='currentColor'
-                  strokeWidth={2}
-                  strokeLinecap='round'
-                >
-                  <path d='M5 12h14' />
-                  <path d='M12 5v14' />
-                </svg>
-              </span>
-              <span className='h-px w-5 bg-[var(--border-1)]' aria-hidden='true' />
-            </div>
-            <IntegrationIcon
-              bgColor={bgColor}
-              name={name}
-              Icon={IconComponent}
-              className='size-14 rounded-xl'
-              iconClassName='size-7'
-              fallbackClassName='text-[22px]'
-              aria-hidden='true'
-            />
-          </div>
-          <h2
-            id='cta-heading'
-            className='mb-3 text-[28px] text-[var(--text-primary)] leading-[100%] tracking-[-0.02em] sm:text-[34px]'
-          >
-            Start automating {name} today
-          </h2>
-          <p className='mx-auto mb-8 max-w-[480px] text-[var(--text-body)] text-base leading-[150%] tracking-[0.02em]'>
-            Build your first AI agent with {name} in minutes. Connect to every tool your team uses.
-            Free to start, no credit card required.
-          </p>
-          <IntegrationCtaButton label='Build for free'>Build for free</IntegrationCtaButton>
-        </section>
       </div>
 
       {/* Closing full-width divider */}
diff --git a/apps/sim/app/(landing)/integrations/(shell)/page.tsx b/apps/sim/app/(landing)/integrations/(shell)/page.tsx
index 75760b22f41..045896769ca 100644
--- a/apps/sim/app/(landing)/integrations/(shell)/page.tsx
+++ b/apps/sim/app/(landing)/integrations/(shell)/page.tsx
@@ -1,3 +1,4 @@
+import { cn } from '@sim/emcn'
 import type { Metadata } from 'next'
 import type { SearchParams } from 'nuqs/server'
 import { SITE_URL } from '@/lib/core/utils/urls'
@@ -12,6 +13,7 @@ import { POPULAR_WORKFLOWS } from '@/lib/integrations/popular-workflows'
 import { withFilteredNoindex } from '@/lib/landing/seo'
 import { JsonLd } from '@/app/(landing)/components/json-ld'
 import { LandingFAQ } from '@/app/(landing)/components/landing-faq'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
 import { IntegrationCard } from '@/app/(landing)/integrations/components/integration-card'
 import { IntegrationGrid } from '@/app/(landing)/integrations/components/integration-grid'
 import { RequestIntegrationModal } from '@/app/(landing)/integrations/components/request-integration-modal'
@@ -170,7 +172,7 @@ export default async function IntegrationsPage({
       <JsonLd data={faqJsonLd} />
 
       {/* Hero */}
-      <div className='mx-auto w-full max-w-[1460px] px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+      <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER, 'pt-[112px] max-sm:pt-20')}>
         <div className='flex flex-col gap-4 xl:flex-row xl:items-end xl:justify-between'>
           <h1
             id='integrations-heading'
@@ -189,8 +191,8 @@ export default async function IntegrationsPage({
       <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
       {/* Border-railed content */}
-      <div className='mx-auto w-full max-w-[1460px]'>
-        <div className='mx-20 border-[var(--border)] border-x max-sm:mx-5 max-lg:mx-8'>
+      <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+        <div className='border-[var(--border)] border-x'>
           {/* Featured integrations - top */}
           {featured.length > 0 && (
             <>
diff --git a/apps/sim/app/(landing)/integrations/components/integration-card.tsx b/apps/sim/app/(landing)/integrations/components/integration-card.tsx
index e7b2197cc41..03558b74f22 100644
--- a/apps/sim/app/(landing)/integrations/components/integration-card.tsx
+++ b/apps/sim/app/(landing)/integrations/components/integration-card.tsx
@@ -32,9 +32,9 @@ export function IntegrationCard({ integration, IconComponent }: IntegrationItemP
         aria-hidden='true'
       />
       <div className='flex flex-col gap-2'>
-        <h3 className='text-[var(--text-primary)] text-lg leading-tight tracking-[-0.01em]'>
+        <h2 className='text-[var(--text-primary)] text-lg leading-tight tracking-[-0.01em]'>
           {name}
-        </h3>
+        </h2>
         <p className='line-clamp-2 text-[var(--text-muted)] text-sm leading-[150%]'>
           {description}
         </p>
@@ -58,7 +58,6 @@ export const IntegrationRow = memo(function IntegrationRow({
       <Link
         href={`/integrations/${slug}`}
         className={`group/link flex items-center gap-4 px-6 py-4 ${HOVER_BG}`}
-        aria-label={`${name} integration`}
       >
         <IntegrationIcon
           bgColor={bgColor}
diff --git a/apps/sim/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic.module.css b/apps/sim/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic.module.css
index d3a2361d882..a9fbf0de57d 100644
--- a/apps/sim/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic.module.css
+++ b/apps/sim/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic.module.css
@@ -1,34 +1,36 @@
-/**
- * The ConnectorSyncGraphic's motion: the connector rows stamp in top to
- * bottom one after another — the audit tile's one-shot settle, never
- * re-played — then the syncing row's icon box carries the family's
- * shared quiet 6s ring-pulse beat. The status dot blink is Tailwind's
- * `animate-pulse`, disabled through its own `motion-reduce:animate-none`.
- * Under prefers-reduced-motion the rows render fully settled.
- */
-
-.row0,
-.row1,
-.row2 {
-  animation: connector-sync-row-in 0.9s cubic-bezier(0.22, 1, 0.36, 1) backwards;
+/** The source cards settle once in reading order; the stack layers move with their card. */
+.card0,
+.card1,
+.card2,
+.card3,
+.card4,
+.card5 {
+  animation: connector-card-in 650ms cubic-bezier(0.22, 1, 0.36, 1) backwards;
 }
 
-.row0 {
-  animation-delay: 0.35s;
+.card0 {
+  animation-delay: 100ms;
 }
-
-.row1 {
-  animation-delay: 0.55s;
+.card1 {
+  animation-delay: 180ms;
 }
-
-.row2 {
-  animation-delay: 0.75s;
+.card2 {
+  animation-delay: 260ms;
+}
+.card3 {
+  animation-delay: 340ms;
+}
+.card4 {
+  animation-delay: 420ms;
+}
+.card5 {
+  animation-delay: 500ms;
 }
 
-@keyframes connector-sync-row-in {
+@keyframes connector-card-in {
   from {
     opacity: 0;
-    transform: translateY(-6px);
+    transform: translateY(6px);
   }
   to {
     opacity: 1;
@@ -36,28 +38,13 @@
   }
 }
 
-.iconPulse {
-  animation: connector-sync-icon-pulse 6s ease-out 1.4s infinite;
-}
-
-@keyframes connector-sync-icon-pulse {
-  0%,
-  20% {
-    box-shadow: 0 0 0 0 color-mix(in srgb, var(--text-secondary) 30%, transparent);
-  }
-  36% {
-    box-shadow: 0 0 0 5px color-mix(in srgb, var(--text-secondary) 0%, transparent);
-  }
-  100% {
-    box-shadow: 0 0 0 0 color-mix(in srgb, var(--text-secondary) 0%, transparent);
-  }
-}
-
 @media (prefers-reduced-motion: reduce) {
-  .row0,
-  .row1,
-  .row2,
-  .iconPulse {
+  .card0,
+  .card1,
+  .card2,
+  .card3,
+  .card4,
+  .card5 {
     animation: none;
   }
 }
diff --git a/apps/sim/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic.tsx b/apps/sim/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic.tsx
index 78651a6291a..78ff8a15942 100644
--- a/apps/sim/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic.tsx
+++ b/apps/sim/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic.tsx
@@ -1,122 +1,98 @@
+import type { ComponentType } from 'react'
 import { ChipTag, cn } from '@sim/emcn'
-import { ConfluenceIcon, GoogleDriveIcon, NotionIcon } from '@/components/icons'
+import { Check } from '@sim/emcn/icons'
+import {
+  ConfluenceIcon,
+  GithubIcon,
+  GoogleDriveIcon,
+  MicrosoftSharepointIcon,
+  NotionIcon,
+  SlackIcon,
+} from '@/components/icons'
 import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics'
 import styles from '@/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic.module.css'
 
-interface ConnectorRow {
-  /** Connector brand mark. */
-  icon: React.ComponentType<{ className?: string }>
-  /** Connector name. */
+interface ConnectorSource {
+  icon: ComponentType<{ className?: string }>
   name: string
-  /** Document count attribution line. */
   documents: string
-  /** Right-aligned sync status. */
-  status: string
-  /** Whether this row is the mid-sync one carrying the live beat. */
   syncing?: boolean
 }
 
-/**
- * Three sources feeding one knowledge base: Notion mid-sync as the live
- * beat, Drive and Confluence settled from earlier passes.
- */
-const CONNECTOR_ROWS: readonly ConnectorRow[] = [
-  {
-    icon: NotionIcon,
-    name: 'Notion',
-    documents: '128 docs',
-    status: 'Syncing',
-    syncing: true,
-  },
-  {
-    icon: GoogleDriveIcon,
-    name: 'Google Drive',
-    documents: '342 docs',
-    status: 'Synced · 2m ago',
-  },
-  {
-    icon: ConfluenceIcon,
-    name: 'Confluence',
-    documents: '96 docs',
-    status: 'Synced · 1h ago',
-  },
-] as const
+interface ConnectorCardProps {
+  source: ConnectorSource
+  index: number
+}
+
+/** Supported knowledge sources, shown with illustrative document counts. */
+const CONNECTOR_SOURCES: readonly ConnectorSource[] = [
+  { icon: NotionIcon, name: 'Notion', documents: '128 docs', syncing: true },
+  { icon: GoogleDriveIcon, name: 'Google Drive', documents: '342 docs' },
+  { icon: ConfluenceIcon, name: 'Confluence', documents: '96 docs' },
+  { icon: SlackIcon, name: 'Slack', documents: '24 channels' },
+  { icon: GithubIcon, name: 'GitHub', documents: '86 files' },
+  { icon: MicrosoftSharepointIcon, name: 'SharePoint', documents: '214 docs' },
+]
+
+const CARD_STEPS = [
+  styles.card0,
+  styles.card1,
+  styles.card2,
+  styles.card3,
+  styles.card4,
+  styles.card5,
+]
 
-/** Per-row stamp-in classes - the stagger order is baked into each class's delay. */
-const ROW_STEP_CLASSES = [styles.row0, styles.row1, styles.row2] as const
+/** Small document layers give each connected source depth without extra UI chrome. */
+function ConnectorCard({ source, index }: ConnectorCardProps) {
+  return (
+    <div className={cn('relative h-full min-w-0', CARD_STEPS[index])}>
+      <div className='-bottom-1.5 absolute inset-x-3 top-3 rounded-[10px] border border-[var(--border)] bg-[var(--surface-3)] opacity-50' />
+      <div className='-bottom-[3px] absolute inset-x-1.5 top-1.5 rounded-[10px] border border-[var(--border)] bg-[var(--surface-2)]' />
+      <div className='relative flex h-full flex-col justify-between rounded-[10px] border border-[var(--border)] bg-[var(--white)] p-[3cqw] shadow-xs dark:bg-[var(--surface-4)]'>
+        <div className='flex shrink-0 items-center justify-between'>
+          <source.icon className='size-[clamp(18px,6cqw,24px)] shrink-0' />
+          <span className='flex items-center gap-1 text-[11px] text-[var(--text-muted)] leading-4'>
+            {source.syncing ? (
+              <>
+                <span className='size-1 animate-pulse rounded-full bg-[var(--text-icon)] motion-reduce:animate-none' />
+                Syncing
+              </>
+            ) : (
+              <Check className='size-3 text-[var(--text-icon)]' />
+            )}
+          </span>
+        </div>
+        <div className='min-w-0'>
+          <p className='truncate text-[13px] text-[var(--text-primary)] leading-[18px]'>
+            {source.name}
+          </p>
+          <p className='truncate text-[12px] text-[var(--text-muted)] leading-4'>
+            {source.documents}
+          </p>
+        </div>
+      </div>
+    </div>
+  )
+}
 
-/**
- * Source syncing told as a frameless connector ledger (the audit tile's
- * composition): a small "Connectors" header with an `Auto-sync` mono
- * ChipTag (fill stepped up to `--surface-6` so the pill stays legible on
- * the grey ground) above three source rows, each a white card in the
- * audit tile's exact chrome (`--white` fill, 1px `--border-1` hairline,
- * `rounded-xl`, `shadow-xs`) pairing the connector's real brand mark in
- * the lifecycle header's outlined `size-6` icon box with the source name,
- * its document count, and a right-aligned sync status. The top row is
- * mid-sync - a pulsing dot beside "Syncing" and the family's quiet 6s
- * ring pulse on its icon box - while the settled rows read "Synced".
- *
- * Motion (from `connector-sync-graphic.module.css`): the rows stamp in
- * top to bottom once - the audit tile's one-shot settle, never re-played -
- * then the syncing row's icon box carries the shared ring-pulse beat. The
- * dot blink is Tailwind's `animate-pulse` with its own
- * `motion-reduce:animate-none`; everything renders settled under
- * `prefers-reduced-motion`.
- *
- * The feature tile's visual slot bleeds `2rem` right (`1.5rem` under
- * `max-lg`) but not left, so this centered vignette adds matching right
- * padding to land on the tile's visible center. The column is fluid
- * (`w-full max-w-[312px]`), relaxing to 400px on the wide spanned tile of
- * the two-column band (container ≥500px inside `sm`..`lg`).
- */
+/** Six lightly stacked source cards fill the portrait stage. */
 export function ConnectorSyncGraphic() {
   return (
-    <FeatureGraphicShell>
+    <FeatureGraphicShell variant='portrait'>
       <div
         aria-hidden='true'
-        className='absolute inset-0 flex items-center justify-center pr-8 max-lg:pr-6'
+        data-feature-graphic='connectors'
+        className='absolute inset-0 flex justify-center p-5 [container-type:inline-size]'
       >
-        <div className='w-full max-w-[312px] sm:max-lg:[@container(min-width:500px)]:max-w-[400px]'>
-          <div className='mb-4 flex items-center justify-between'>
+        <div className='flex h-full w-full flex-col'>
+          <div className='mb-5 flex items-center justify-between'>
             <span className='text-[var(--text-primary)] text-base'>Connectors</span>
-            <ChipTag variant='mono' className='bg-[var(--surface-6)]'>
-              Auto-sync
-            </ChipTag>
+            <ChipTag variant='mono'>Auto-sync</ChipTag>
           </div>
-
-          <div className='flex flex-col gap-2'>
-            {CONNECTOR_ROWS.map((row, index) => (
-              <div
-                key={row.name}
-                className={cn(
-                  'flex items-center gap-2.5 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs',
-                  ROW_STEP_CLASSES[index]
-                )}
-              >
-                <span
-                  className={cn(
-                    'flex size-6 shrink-0 items-center justify-center rounded-md border border-[var(--border-1)]',
-                    row.syncing && styles.iconPulse
-                  )}
-                >
-                  <row.icon className='size-[14px]' />
-                </span>
-                <span className='min-w-0 flex-1'>
-                  <span className='block truncate text-[var(--text-primary)] text-small'>
-                    {row.name}
-                  </span>
-                  <span className='block truncate text-[var(--text-muted)] text-caption'>
-                    {row.documents}
-                  </span>
-                </span>
-                <span className='flex shrink-0 items-center gap-1.5 text-[var(--text-muted)] text-caption'>
-                  {row.syncing && (
-                    <span className='size-1.5 animate-pulse rounded-full bg-[var(--text-secondary)] motion-reduce:animate-none' />
-                  )}
-                  {row.status}
-                </span>
-              </div>
+          <div className='grid min-h-0 flex-1 grid-cols-2 grid-rows-3 gap-x-3 gap-y-4 pb-1.5'>
+            {CONNECTOR_SOURCES.map((source, index) => (
+              <ConnectorCard key={source.name} source={source} index={index} />
             ))}
           </div>
         </div>
diff --git a/apps/sim/app/(landing)/knowledge/components/feature-graphics/knowledge-query-graphic.tsx b/apps/sim/app/(landing)/knowledge/components/feature-graphics/knowledge-query-graphic.tsx
deleted file mode 100644
index 539f0233d2a..00000000000
--- a/apps/sim/app/(landing)/knowledge/components/feature-graphics/knowledge-query-graphic.tsx
+++ /dev/null
@@ -1,58 +0,0 @@
-import { Database } from '@sim/emcn/icons'
-import {
-  type CodeSegment,
-  CodeWindowGraphic,
-} from '@/app/(landing)/components/shared/code-window-graphic'
-
-/**
- * A knowledge search step inside an agent's logic - retrieve the passages
- * that ground the answer, then answer from them.
- */
-const CODE_LINES: readonly CodeSegment[][] = [
-  [
-    { text: 'const', tone: 'muted' },
-    { text: ' ' },
-    { text: 'docs', tone: 'primary' },
-    { text: ' ' },
-    { text: '= await', tone: 'muted' },
-    { text: ' ' },
-    { text: 'knowledge', tone: 'primary' },
-  ],
-  [{ text: '  .search({' }],
-  [
-    { text: '    ' },
-    { text: 'base:', tone: 'muted' },
-    { text: ' ' },
-    { text: "'Support KB'", tone: 'primary' },
-    { text: ',' },
-  ],
-  [
-    { text: '    ' },
-    { text: 'query:', tone: 'muted' },
-    { text: ' ' },
-    { text: 'ticket.question', tone: 'primary' },
-    { text: ',' },
-  ],
-  [{ text: '  })' }],
-  [
-    { text: 'return', tone: 'muted' },
-    { text: ' ' },
-    { text: 'agent.answer({ docs })', tone: 'primary' },
-  ],
-] as const
-
-/**
- * Knowledge retrieval inside agent logic, told in the shared
- * {@link CodeWindowGraphic} editor window: a `Database` mark and the
- * `answer-bot.ts` filename over a knowledge search step retrieving the
- * Support KB passages that ground the agent's answer.
- */
-export function KnowledgeQueryGraphic() {
-  return (
-    <CodeWindowGraphic
-      icon={<Database className='size-[14px] text-[var(--text-muted-inverse)]' />}
-      filename='answer-bot.ts'
-      lines={CODE_LINES}
-    />
-  )
-}
diff --git a/apps/sim/app/(landing)/knowledge/components/knowledge-product-previews/index.ts b/apps/sim/app/(landing)/knowledge/components/knowledge-product-previews/index.ts
new file mode 100644
index 00000000000..959b0c13eb7
--- /dev/null
+++ b/apps/sim/app/(landing)/knowledge/components/knowledge-product-previews/index.ts
@@ -0,0 +1,5 @@
+export { KnowledgeSourcesPreview } from '../knowledge-sources-preview'
+export {
+  KnowledgeDocumentsPreview,
+  KnowledgeRetrievalPreview,
+} from './knowledge-product-previews'
diff --git a/apps/sim/app/(landing)/knowledge/components/knowledge-product-previews/knowledge-product-previews.tsx b/apps/sim/app/(landing)/knowledge/components/knowledge-product-previews/knowledge-product-previews.tsx
new file mode 100644
index 00000000000..c167a6b36d8
--- /dev/null
+++ b/apps/sim/app/(landing)/knowledge/components/knowledge-product-previews/knowledge-product-previews.tsx
@@ -0,0 +1,44 @@
+'use client'
+
+import { PackageSearchIcon } from '@/components/icons'
+import { StageBlockCard } from '@/app/(landing)/components/hero/components/hero-platform-loop/stage-block-card'
+import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+import { KnowledgeDocumentDetail } from '@/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail'
+import { KNOWLEDGE_PREVIEW_SOURCES } from '@/app/(landing)/knowledge/components/knowledge-sources-preview/data'
+
+const SEARCH_BLOCK: BlockDef = {
+  id: 'knowledge-search',
+  type: 'knowledge',
+  typeLabel: 'Knowledge',
+  name: 'Search knowledge',
+  icon: PackageSearchIcon,
+  bgColor: '#00B0B0',
+  sentence: {
+    segments: ['Search ', { subBlockId: 'knowledgeBaseSelector' }],
+    values: { knowledgeBaseSelector: 'Product knowledge' },
+  },
+  rows: [],
+  x: 0,
+  y: 0,
+}
+
+/** The real document's Content, Index, Tokens, and Status table replaces the invented inspector. */
+export function KnowledgeDocumentsPreview() {
+  return (
+    <div className='absolute top-16 bottom-[-40px] left-[12%] flex w-[76%] min-w-[440px] flex-col overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] font-normal text-[13px] text-[var(--text-body)] shadow-xs'>
+      <KnowledgeDocumentDetail document={KNOWLEDGE_PREVIEW_SOURCES[0].documents[0]} />
+    </div>
+  )
+}
+
+/** KnowledgeBlock's Search sentence, rendered by the same native workflow card used in the hero. */
+export function KnowledgeRetrievalPreview() {
+  return (
+    <div className='absolute inset-0'>
+      <div className='absolute top-[172px] right-0 left-0 h-px bg-[var(--border)]' />
+      <div className='-translate-x-1/2 absolute top-[116px] left-1/2 h-[112px] w-[250px]'>
+        <StageBlockCard block={SEARCH_BLOCK} orientation='horizontal' decorative />
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail/index.ts b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail/index.ts
new file mode 100644
index 00000000000..ad0993f1eee
--- /dev/null
+++ b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail/index.ts
@@ -0,0 +1 @@
+export { KnowledgeDocumentDetail } from './knowledge-document-detail'
diff --git a/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail/knowledge-document-detail.test.tsx b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail/knowledge-document-detail.test.tsx
new file mode 100644
index 00000000000..07c4861a798
--- /dev/null
+++ b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail/knowledge-document-detail.test.tsx
@@ -0,0 +1,79 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, type ComponentProps, type ReactNode } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/emcn', () => ({
+  Badge: ({ children }: { children: ReactNode }) => <span>{children}</span>,
+  Chip: ({ children, ref, onClick, disabled, 'aria-label': label }: ComponentProps<'button'>) => (
+    <button ref={ref} type='button' onClick={onClick} disabled={disabled} aria-label={label}>
+      {children}
+    </button>
+  ),
+  Switch: () => null,
+}))
+
+vi.mock('@sim/emcn/icons', () => ({
+  ArrowLeft: () => null,
+  ChevronDown: () => null,
+  ChevronUp: () => null,
+  FileText: () => null,
+}))
+
+vi.mock('@/components/icons', () => ({
+  ConfluenceIcon: () => null,
+  GoogleDriveIcon: () => null,
+  NotionIcon: () => null,
+}))
+
+vi.mock('@/app/workspace/[workspaceId]/components/resource/components/resource-options', () => ({
+  ResourceOptions: () => null,
+}))
+
+import { KnowledgeDocumentDetail } from '@/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail/knowledge-document-detail'
+import { KNOWLEDGE_PREVIEW_SOURCES } from '@/app/(landing)/knowledge/components/knowledge-sources-preview/data'
+
+const PREVIEW_DOCUMENT = KNOWLEDGE_PREVIEW_SOURCES[0].documents[0]
+let host: HTMLDivElement
+let root: Root
+
+beforeEach(() => {
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+  act(() => root.render(<KnowledgeDocumentDetail document={PREVIEW_DOCUMENT} />))
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.unstubAllGlobals()
+})
+
+function button(label: string): HTMLButtonElement {
+  const element = Array.from(host.querySelectorAll<HTMLButtonElement>('button')).find(
+    (button) => button.getAttribute('aria-label') === label || button.textContent === label
+  )
+  if (!element) throw new Error(`Missing button: ${label}`)
+  return element
+}
+
+describe('KnowledgeDocumentDetail focus', () => {
+  it.each([0, 1])('moves focus into chunk %i and restores its row on return', (index) => {
+    expect(document.activeElement).toBe(document.body)
+    const label = `Open chunk ${index}: ${PREVIEW_DOCUMENT.chunks[index].content}`
+    const rowButton = button(label)
+    rowButton.focus()
+    act(() => rowButton.click())
+
+    expect(rowButton.isConnected).toBe(false)
+    const backButton = button('Back to chunks')
+    expect(document.activeElement).toBe(backButton)
+
+    act(() => backButton.click())
+    expect(document.activeElement).toBe(button(label))
+  })
+})
diff --git a/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail/knowledge-document-detail.tsx b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail/knowledge-document-detail.tsx
new file mode 100644
index 00000000000..c9154411458
--- /dev/null
+++ b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail/knowledge-document-detail.tsx
@@ -0,0 +1,165 @@
+'use client'
+
+import { type RefObject, useEffect, useRef, useState } from 'react'
+import { Badge, Chip, Switch } from '@sim/emcn'
+import { ArrowLeft, ChevronDown, ChevronUp, FileText } from '@sim/emcn/icons'
+import type { KnowledgePreviewDocument } from '@/app/(landing)/knowledge/components/knowledge-sources-preview/data'
+import { ResourceOptions } from '@/app/workspace/[workspaceId]/components/resource/components/resource-options'
+
+interface KnowledgeDocumentDetailProps {
+  document: KnowledgePreviewDocument
+  backButtonRef?: RefObject<HTMLButtonElement | null>
+  onBack?: () => void
+}
+
+/** Production document navigation: chunk table, then a plain, read-only chunk editor. */
+export function KnowledgeDocumentDetail({
+  document,
+  backButtonRef,
+  onBack,
+}: KnowledgeDocumentDetailProps) {
+  const chunkBackButtonRef = useRef<HTMLButtonElement>(null)
+  const chunkButtonsRef = useRef<Map<number, HTMLButtonElement> | null>(null)
+  const chunkButtons = (chunkButtonsRef.current ??= new Map())
+  const openedChunkIndexRef = useRef<number | null>(null)
+  const [query, setQuery] = useState('')
+  const [chunkIndex, setChunkIndex] = useState<number | null>(null)
+  const chunkOpen = chunkIndex !== null
+  const chunk = chunkIndex === null ? null : document.chunks[chunkIndex]
+  const tokensPerChunk = Math.round(document.tokens / document.chunks.length)
+
+  useEffect(() => {
+    if (chunkOpen) chunkBackButtonRef.current?.focus({ preventScroll: true })
+    else if (openedChunkIndexRef.current !== null) {
+      chunkButtons.get(openedChunkIndexRef.current)?.focus({ preventScroll: true })
+    }
+  }, [chunkOpen])
+
+  return (
+    <>
+      <div className='flex h-11 shrink-0 items-center gap-2 border-[var(--border)] border-b px-4 text-[var(--text-primary)] text-base'>
+        {chunk ? (
+          <Chip
+            ref={chunkBackButtonRef}
+            leftIcon={ArrowLeft}
+            aria-label='Back to chunks'
+            onClick={() => setChunkIndex(null)}
+          />
+        ) : onBack ? (
+          <Chip
+            ref={backButtonRef}
+            leftIcon={ArrowLeft}
+            aria-label='Back to documents'
+            onClick={onBack}
+          />
+        ) : (
+          <FileText aria-hidden='true' className='size-[14px] shrink-0 text-[var(--text-icon)]' />
+        )}
+        <span className='min-w-0 flex-1 truncate'>
+          {chunk ? `Chunk #${chunkIndex}` : document.title}
+        </span>
+        {chunk && chunkIndex !== null && (
+          <>
+            <Chip
+              leftIcon={ChevronUp}
+              aria-label='Previous chunk'
+              disabled={chunkIndex === 0}
+              onClick={() => setChunkIndex(chunkIndex - 1)}
+            />
+            <Chip
+              leftIcon={ChevronDown}
+              aria-label='Next chunk'
+              disabled={chunkIndex === document.chunks.length - 1}
+              onClick={() => setChunkIndex(chunkIndex + 1)}
+            />
+          </>
+        )}
+      </div>
+      {chunk ? (
+        <>
+          <div className='min-h-0 flex-1 overflow-y-auto overscroll-contain whitespace-pre-wrap px-6 py-6 text-[var(--text-body)] text-sm leading-relaxed'>
+            {chunk.title}
+            {'\n\n'}
+            {chunk.content}
+          </div>
+          <div className='flex shrink-0 items-center justify-between border-[var(--border)] border-t px-4 py-2.5 text-[var(--text-secondary)] text-caption'>
+            <span className='flex items-center gap-2'>
+              Tokenizer{' '}
+              <Switch checked={false} disabled aria-label='Tokenizer disabled in preview' />
+            </span>
+            <span>{tokensPerChunk} tokens</span>
+          </div>
+        </>
+      ) : (
+        <>
+          <ResourceOptions
+            search={{ value: query, onChange: setQuery, placeholder: 'Search chunks...' }}
+          />
+          <div className='min-h-0 flex-1 overflow-auto overscroll-contain'>
+            <table className='w-full min-w-[380px] table-fixed border-collapse text-left text-[13px]'>
+              <colgroup>
+                <col className='w-[220px]' />
+                <col className='w-[50px]' />
+                <col className='w-[60px]' />
+                <col className='w-[80px]' />
+              </colgroup>
+              <thead>
+                <tr className='h-9 border-[var(--border)] border-b text-[var(--text-secondary)]'>
+                  <th scope='col' className='pl-4 font-normal'>
+                    Content
+                  </th>
+                  <th scope='col' className='font-normal'>
+                    Index
+                  </th>
+                  <th scope='col' className='font-normal'>
+                    Tokens
+                  </th>
+                  <th scope='col' className='font-normal'>
+                    Status
+                  </th>
+                </tr>
+              </thead>
+              <tbody>
+                {document.chunks.map((item, index) => {
+                  if (!`${item.title} ${item.content}`.toLowerCase().includes(query.toLowerCase()))
+                    return null
+                  return (
+                    <tr
+                      key={item.title}
+                      className='h-11 text-[var(--text-secondary)] hover:bg-[var(--surface-hover)]'
+                    >
+                      <td className='pl-4'>
+                        <button
+                          ref={(node) => {
+                            if (node) chunkButtons.set(index, node)
+                            else chunkButtons.delete(index)
+                          }}
+                          type='button'
+                          onClick={() => {
+                            openedChunkIndexRef.current = index
+                            setChunkIndex(index)
+                          }}
+                          className='block h-11 w-full truncate pr-4 text-left text-[var(--text-body)] underline-offset-4 focus-visible:underline focus-visible:outline-none'
+                        >
+                          <span className='sr-only'>Open chunk {index}: </span>
+                          {item.content}
+                        </button>
+                      </td>
+                      <td className='font-mono'>{index}</td>
+                      <td className='tabular-nums'>{tokensPerChunk}</td>
+                      <td>
+                        <Badge variant='gray-secondary' size='sm'>
+                          Enabled
+                        </Badge>
+                      </td>
+                    </tr>
+                  )
+                })}
+              </tbody>
+            </table>
+          </div>
+        </>
+      )}
+    </>
+  )
+}
diff --git a/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-list/index.ts b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-list/index.ts
new file mode 100644
index 00000000000..875252c7a96
--- /dev/null
+++ b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-list/index.ts
@@ -0,0 +1 @@
+export { KnowledgeDocumentList } from './knowledge-document-list'
diff --git a/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-list/knowledge-document-list.tsx b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-list/knowledge-document-list.tsx
new file mode 100644
index 00000000000..1143ad918e1
--- /dev/null
+++ b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-list/knowledge-document-list.tsx
@@ -0,0 +1,100 @@
+import type { RefObject } from 'react'
+import { Badge, cn } from '@sim/emcn'
+import { FileText } from '@sim/emcn/icons'
+import type { KnowledgePreviewDocument } from '@/app/(landing)/knowledge/components/knowledge-sources-preview/data'
+
+interface KnowledgeDocumentListProps {
+  documents: readonly KnowledgePreviewDocument[]
+  selectedDocumentId: string
+  selectedDocumentRef: RefObject<HTMLButtonElement | null>
+  onSelectDocument: (documentId: string) => void
+}
+
+/** The document columns and enabled status mirror the Knowledge Base resource table. */
+export function KnowledgeDocumentList({
+  documents,
+  selectedDocumentId,
+  selectedDocumentRef,
+  onSelectDocument,
+}: KnowledgeDocumentListProps) {
+  return (
+    <div className='min-h-0 flex-1 overflow-auto overscroll-contain'>
+      <table className='w-full min-w-[620px] table-fixed border-collapse whitespace-nowrap text-left text-[13px]'>
+        <caption className='sr-only'>Select a knowledge document</caption>
+        <colgroup>
+          <col className='w-[230px]' />
+          <col className='w-[72px]' />
+          <col className='w-[70px]' />
+          <col className='w-[70px]' />
+          <col className='w-[88px]' />
+          <col className='w-[90px]' />
+        </colgroup>
+        <thead>
+          <tr className='h-9 border-[var(--border)] border-b text-[var(--text-secondary)]'>
+            <th scope='col' className='pl-4 font-normal'>
+              Name
+            </th>
+            <th scope='col' className='font-normal'>
+              Size
+            </th>
+            <th scope='col' className='font-normal'>
+              Tokens
+            </th>
+            <th scope='col' className='font-normal'>
+              Chunks
+            </th>
+            <th scope='col' className='font-normal'>
+              Uploaded
+            </th>
+            <th scope='col' className='font-normal'>
+              Status
+            </th>
+          </tr>
+        </thead>
+        <tbody>
+          {documents.map((document) => {
+            const selected = document.id === selectedDocumentId
+            return (
+              <tr
+                key={document.id}
+                className={cn(
+                  'h-11 text-[var(--text-secondary)] hover:bg-[var(--surface-hover)]',
+                  selected && 'bg-[var(--surface-active)]'
+                )}
+              >
+                <td className='pl-4'>
+                  <button
+                    ref={selected ? selectedDocumentRef : undefined}
+                    type='button'
+                    aria-label={`Open ${document.title}`}
+                    aria-pressed={selected}
+                    onClick={() => onSelectDocument(document.id)}
+                    className='flex h-11 w-full items-center gap-2.5 pr-3 text-left text-[var(--text-body)] underline-offset-4 focus-visible:underline focus-visible:outline-none'
+                  >
+                    <FileText
+                      aria-hidden='true'
+                      className='size-[14px] shrink-0 text-[var(--text-icon)]'
+                    />
+                    <span className='truncate'>{document.title}</span>
+                  </button>
+                </td>
+                <td className='tabular-nums'>{document.size}</td>
+                <td className='tabular-nums'>{document.tokens}</td>
+                <td className='tabular-nums'>{document.chunks.length}</td>
+                <td>{document.updated}</td>
+                <td>
+                  <Badge variant='gray-secondary' size='sm'>
+                    Enabled
+                  </Badge>
+                </td>
+              </tr>
+            )
+          })}
+        </tbody>
+      </table>
+      {documents.length === 0 && (
+        <p className='p-4 text-[var(--text-secondary)]'>No matching documents</p>
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/data.ts b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/data.ts
new file mode 100644
index 00000000000..78b95f812f7
--- /dev/null
+++ b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/data.ts
@@ -0,0 +1,184 @@
+import { ConfluenceIcon, GoogleDriveIcon, NotionIcon } from '@/components/icons'
+
+export interface KnowledgePreviewChunk {
+  title: string
+  content: string
+}
+
+export interface KnowledgePreviewDocument {
+  id: string
+  title: string
+  updated: string
+  size: string
+  tokens: number
+  chunks: readonly [KnowledgePreviewChunk, ...KnowledgePreviewChunk[]]
+}
+
+/** Small, fictional source collections; every document and passage is available locally. */
+export const KNOWLEDGE_PREVIEW_SOURCES = [
+  {
+    id: 'notion',
+    name: 'Notion',
+    label: 'Notion',
+    icon: NotionIcon,
+    documents: [
+      {
+        id: 'getting-started',
+        title: 'Getting started',
+        updated: 'Today',
+        size: '4.2 KB',
+        tokens: 128,
+        chunks: [
+          {
+            title: 'Your first workspace',
+            content:
+              'Create a workspace to bring your team, workflows, and knowledge together. Give it a name your teammates will recognize.',
+          },
+          {
+            title: 'Invite your team',
+            content:
+              'Open workspace settings and choose Members. Enter a teammate’s email address and select the access they need before sending an invitation.',
+          },
+        ],
+      },
+      {
+        id: 'release-notes',
+        title: 'Release notes',
+        updated: 'Yesterday',
+        size: '2.1 KB',
+        tokens: 64,
+        chunks: [
+          {
+            title: 'September updates',
+            content:
+              'The new product handbook brings setup instructions and team guides into one collection. Each team owns the pages for its area.',
+          },
+        ],
+      },
+      {
+        id: 'brand-guidelines',
+        title: 'Brand guidelines',
+        updated: 'Sep 2',
+        size: '1.8 KB',
+        tokens: 56,
+        chunks: [
+          {
+            title: 'Writing for customers',
+            content:
+              'Use short sentences and concrete examples. Explain what customers can do next, and use the same names they see in the product.',
+          },
+        ],
+      },
+    ],
+  },
+  {
+    id: 'drive',
+    name: 'Google Drive',
+    label: 'Drive',
+    icon: GoogleDriveIcon,
+    documents: [
+      {
+        id: 'support-handbook',
+        title: 'Support handbook.pdf',
+        updated: 'Today',
+        size: '4.2 KB',
+        tokens: 128,
+        chunks: [
+          {
+            title: 'Triage a new request',
+            content:
+              'Start by checking the customer’s description and any attached screenshots. Record the affected feature and the steps that reproduce the issue.',
+          },
+          {
+            title: 'Hand off to engineering',
+            content:
+              'Include the reproduction steps, expected behavior, and relevant run details. Keep the customer informed when ownership changes.',
+          },
+        ],
+      },
+      {
+        id: 'onboarding-checklist',
+        title: 'Onboarding checklist',
+        updated: 'Yesterday',
+        size: '2.1 KB',
+        tokens: 64,
+        chunks: [
+          {
+            title: 'A successful first week',
+            content:
+              'Confirm the customer’s goals, invite the project team, and agree on a first use case. Review the results together before expanding the rollout.',
+          },
+        ],
+      },
+      {
+        id: 'customer-questions',
+        title: 'Customer questions',
+        updated: 'Sep 3',
+        size: '2.4 KB',
+        tokens: 72,
+        chunks: [
+          {
+            title: 'Where to find answers',
+            content:
+              'Check the product handbook for setup questions and the release notes for recent changes. Send account-specific questions to the support team.',
+          },
+        ],
+      },
+    ],
+  },
+  {
+    id: 'confluence',
+    name: 'Confluence',
+    label: 'Confluence',
+    icon: ConfluenceIcon,
+    documents: [
+      {
+        id: 'incident-response',
+        title: 'Incident response',
+        updated: 'Today',
+        size: '4.2 KB',
+        tokens: 128,
+        chunks: [
+          {
+            title: 'Assess the impact',
+            content:
+              'Identify the affected service and when the issue began. Assign an incident owner and capture the first observations in the incident document.',
+          },
+          {
+            title: 'Share an update',
+            content:
+              'Summarize the customer impact, current investigation, and next update time. After recovery, document the cause and follow-up actions.',
+          },
+        ],
+      },
+      {
+        id: 'deployment-checklist',
+        title: 'Deployment checklist',
+        updated: 'Yesterday',
+        size: '2.1 KB',
+        tokens: 64,
+        chunks: [
+          {
+            title: 'Review before release',
+            content:
+              'Review the change, confirm the required checks, and identify a rollback path. Monitor the affected workflows after the release is complete.',
+          },
+        ],
+      },
+      {
+        id: 'service-ownership',
+        title: 'Service ownership',
+        updated: 'Sep 1',
+        size: '1.6 KB',
+        tokens: 48,
+        chunks: [
+          {
+            title: 'Find the right team',
+            content:
+              'Each service has an owning team and a backup contact. Keep the ownership directory current when responsibilities change.',
+          },
+        ],
+      },
+    ],
+  },
+] as const
diff --git a/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/index.ts b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/index.ts
new file mode 100644
index 00000000000..17400c4a62e
--- /dev/null
+++ b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/index.ts
@@ -0,0 +1 @@
+export { KnowledgeSourcesPreview } from './knowledge-sources-preview'
diff --git a/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/knowledge-sources-preview.tsx b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/knowledge-sources-preview.tsx
new file mode 100644
index 00000000000..99a11ca0661
--- /dev/null
+++ b/apps/sim/app/(landing)/knowledge/components/knowledge-sources-preview/knowledge-sources-preview.tsx
@@ -0,0 +1,146 @@
+'use client'
+
+import { useEffect, useRef, useState } from 'react'
+import { Badge, Chip, ChipModal, ChipModalBody, ChipModalHeader, cn } from '@sim/emcn'
+import { ChevronRight, Database } from '@sim/emcn/icons'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+import { usePreviewDialogFocus } from '@/app/(landing)/hooks/use-preview-dialog-focus'
+import { KnowledgeDocumentDetail } from '@/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-detail'
+import { KnowledgeDocumentList } from '@/app/(landing)/knowledge/components/knowledge-sources-preview/components/knowledge-document-list'
+import {
+  KNOWLEDGE_PREVIEW_SOURCES,
+  type KnowledgePreviewDocument,
+} from '@/app/(landing)/knowledge/components/knowledge-sources-preview/data'
+import { ResourceOptions } from '@/app/workspace/[workspaceId]/components/resource/components/resource-options'
+
+const DOCUMENTS: readonly KnowledgePreviewDocument[] = KNOWLEDGE_PREVIEW_SOURCES.flatMap(
+  (source): readonly KnowledgePreviewDocument[] => source.documents
+)
+
+/** Documents and their chunk table are native Knowledge views, shown together as an open product scene. */
+export function KnowledgeSourcesPreview() {
+  const firstSourceRef = useRef<HTMLButtonElement>(null)
+  const backButtonRef = useRef<HTMLButtonElement>(null)
+  const selectedDocumentRef = useRef<HTMLButtonElement>(null)
+  const returnFocusRef = useRef(false)
+  const [query, setQuery] = useState('')
+  const [selectedDocumentId, setSelectedDocumentId] = useState(DOCUMENTS[0].id)
+  const [detailOpen, setDetailOpen] = useState(false)
+  const [sourcesOpen, setSourcesOpen] = useState(false)
+  const sourcesOpenerRef = usePreviewDialogFocus(sourcesOpen, firstSourceRef)
+  const selectedDocument = DOCUMENTS.find((item) => item.id === selectedDocumentId) ?? DOCUMENTS[0]
+  const documents = DOCUMENTS.filter((item) =>
+    item.title.toLowerCase().includes(query.toLowerCase())
+  )
+
+  useEffect(() => {
+    if (detailOpen && backButtonRef.current?.offsetParent) {
+      backButtonRef.current.focus()
+    } else if (returnFocusRef.current) {
+      selectedDocumentRef.current?.focus()
+      returnFocusRef.current = false
+    }
+  }, [detailOpen])
+
+  return (
+    <div
+      role='group'
+      aria-label='Explore knowledge sources'
+      className='@container absolute inset-0 text-[var(--text-body)] text-small'
+    >
+      <div className='absolute @max-[600px]:inset-x-3 @max-[600px]:top-8 top-[10%] @max-[600px]:bottom-5 bottom-[12%] left-[8%] flex min-h-0 @max-[600px]:w-auto w-[80%] flex-col @max-[600px]:overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] shadow-xs'>
+        <MenuPreviewHeader
+          icon={Database}
+          title={
+            <>
+              <span>Knowledge Base</span>
+              <ChevronRight className='size-3 text-[var(--text-secondary)]' />
+              <span>Product knowledge</span>
+            </>
+          }
+        />
+        <div
+          className={cn(
+            'min-h-0 flex-1 flex-col',
+            detailOpen ? '@min-[600px]:flex hidden' : 'flex'
+          )}
+        >
+          <ResourceOptions
+            search={{ value: query, onChange: setQuery, placeholder: 'Search documents...' }}
+            aside={
+              <span className='flex items-center gap-1'>
+                {KNOWLEDGE_PREVIEW_SOURCES.map((source, index) => (
+                  <span key={source.id} className={index > 0 ? '@max-[850px]:hidden' : undefined}>
+                    <Chip
+                      ref={index === 0 ? firstSourceRef : undefined}
+                      leftIcon={source.icon}
+                      onClick={(event) => {
+                        sourcesOpenerRef.current = event.currentTarget
+                        setSourcesOpen(true)
+                      }}
+                      aria-haspopup='dialog'
+                      aria-label={`View connected sources including ${source.name}`}
+                    >
+                      {source.label}
+                    </Chip>
+                  </span>
+                ))}
+              </span>
+            }
+          />
+          <KnowledgeDocumentList
+            documents={documents}
+            selectedDocumentId={selectedDocument.id}
+            selectedDocumentRef={selectedDocumentRef}
+            onSelectDocument={(documentId) => {
+              setSelectedDocumentId(documentId)
+              setDetailOpen(true)
+            }}
+          />
+        </div>
+        <div
+          className={cn(
+            '@min-[600px]:absolute @min-[600px]:top-[39%] @min-[600px]:right-[-10%] @min-[600px]:bottom-[-8%] min-h-0 @min-[600px]:w-[54%] min-w-0 flex-1 flex-col @min-[600px]:overflow-hidden @min-[600px]:rounded-lg @min-[600px]:border @min-[600px]:border-[var(--border)] @min-[600px]:bg-[var(--bg)] @min-[600px]:shadow-xs',
+            detailOpen ? 'flex' : '@min-[600px]:flex hidden'
+          )}
+        >
+          <KnowledgeDocumentDetail
+            key={selectedDocument.id}
+            document={selectedDocument}
+            backButtonRef={backButtonRef}
+            onBack={() => {
+              returnFocusRef.current = true
+              setDetailOpen(false)
+            }}
+          />
+        </div>
+      </div>
+      <ChipModal open={sourcesOpen} onOpenChange={setSourcesOpen} srTitle='Connected Sources'>
+        <ChipModalHeader onClose={() => setSourcesOpen(false)}>Connected Sources</ChipModalHeader>
+        <ChipModalBody>
+          {KNOWLEDGE_PREVIEW_SOURCES.map((source) => {
+            const Icon = source.icon
+            return (
+              <div key={source.id} className='flex items-center gap-2.5 rounded-lg px-2 py-2'>
+                <div className='flex size-9 shrink-0 items-center justify-center rounded-xl border border-[var(--border)]'>
+                  <Icon className='size-5' />
+                </div>
+                <div className='flex min-w-0 flex-1 flex-col gap-0.5'>
+                  <div className='flex items-center gap-2 text-[var(--text-primary)] text-small'>
+                    {source.name}
+                    <Badge variant='gray-secondary' size='sm' dot>
+                      Active
+                    </Badge>
+                  </div>
+                  <p className='text-[var(--text-secondary)] text-xs'>
+                    Last sync: Sep 4, 9:41 AM · {source.documents.length} docs
+                  </p>
+                </div>
+              </div>
+            )
+          })}
+        </ChipModalBody>
+      </ChipModal>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/knowledge/knowledge.tsx b/apps/sim/app/(landing)/knowledge/knowledge.tsx
index 4ccdb912189..f7dae78607c 100644
--- a/apps/sim/app/(landing)/knowledge/knowledge.tsx
+++ b/apps/sim/app/(landing)/knowledge/knowledge.tsx
@@ -1,176 +1,73 @@
 import {
-  PlatformHeroVisual,
   SolutionsPage,
-  type SolutionsPageConfig,
-} from '@/app/(landing)/components'
+  type SolutionsProductPageConfig,
+} from '@/app/(landing)/components/solutions-page'
+import { ProductHeroPreview } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview'
 import {
-  AuditTrailGraphic,
-  OperationsTeamsGraphic,
-  RunMonitoringGraphic,
-} from '@/app/(landing)/enterprise/components/feature-graphics'
-import { ConnectorSyncGraphic } from '@/app/(landing)/knowledge/components/feature-graphics/connector-sync-graphic'
-import { KnowledgeQueryGraphic } from '@/app/(landing)/knowledge/components/feature-graphics/knowledge-query-graphic'
-import { KnowledgeHeroLoop } from '@/app/(landing)/knowledge/components/knowledge-hero-loop'
-import { KnowledgeAnswerGraphic } from '@/app/(landing)/solutions/components/feature-graphics'
+  KnowledgeDocumentsPreview,
+  KnowledgeRetrievalPreview,
+  KnowledgeSourcesPreview,
+} from '@/app/(landing)/knowledge/components/knowledge-product-previews'
 
-/**
- * Knowledge Base platform page - a consumer of {@link SolutionsPage}
- * rendered with the enterprise page's feature-tile treatment.
- *
- * The whole page is one typed {@link SolutionsPageConfig} rendered inside
- * the shared route-group layout chrome: identity (for structured data), a
- * hero, and two rows of three cards. The story is agent memory - sync your
- * sources in through connectors, get answers grounded in your own docs
- * with citations, reach the same knowledge from any workflow, and let Sim
- * keep it all fresh on its own. Two knowledge-specific vignettes (the
- * connector ledger and the dark knowledge-search code window) sit beside
- * enterprise graphics retold for knowledge work: the grounded chat answer,
- * the sync-event audit ledger, and the document-processing log panel.
- *
- * The JSON-LD emitted by {@link SolutionsPage} is structurally identical
- * to the platform page's (`WebPage` + `BreadcrumbList` +
- * `WebApplication`), so the feature-tile treatment is SEO-neutral.
- */
-/** Shared meta + JSON-LD description for the Knowledge Base page (one string, zero drift). */
 export const KNOWLEDGE_PAGE_DESCRIPTION =
-  'Give AI agents a knowledge base in Sim. Upload docs, sync Notion, Google Drive, and Confluence, and get answers grounded in your data, with citations.'
+  'Give AI agents trusted company knowledge in Sim. Connect sources, manage indexed documents, and retrieve relevant passages with source references in your workflows.'
 
-const KNOWLEDGE_CONFIG: SolutionsPageConfig = {
+const KNOWLEDGE_CONFIG: SolutionsProductPageConfig = {
   module: 'Knowledge Base',
   path: '/knowledge',
   seoDescription: KNOWLEDGE_PAGE_DESCRIPTION,
   hero: {
+    visual: <ProductHeroPreview product='knowledge' />,
     eyebrow: 'Knowledge Base',
-    heading: "Give AI agents memory of your data with Sim's knowledge base.",
+    heading: 'Trusted knowledge for your AI agents.',
     description:
-      "Knowledge Base is your agents' memory in Sim, the open-source AI workspace. Upload docs, sync sources like Notion and Google Drive, and get answers grounded in your data, with citations.",
+      'Connect your sources. Give AI agents trusted company knowledge to work with in Sim.',
     summary:
-      'Knowledge Base is the agent-memory module in Sim, the open-source AI workspace where teams build, deploy, and manage AI agents. Teams upload docs or sync sources like Notion, Google Drive, and Confluence, and every agent answers from that data with citations, kept fresh automatically.',
-    visual: (
-      <PlatformHeroVisual>
-        <KnowledgeHeroLoop />
-      </PlatformHeroVisual>
-    ),
+      'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Knowledge Base brings uploaded documents and connected sources into searchable collections. Teams can inspect indexed passages, manage source syncs, and retrieve relevant information with source metadata from their workflows.',
   },
-  rows: [
+  codeExample: {
+    title: 'Search knowledge from your terminal.',
+    description:
+      'Ask the Sim CLI for relevant passages from a knowledge base and bring that context into your own tools.',
+    filename: 'knowledge.sh',
+    commands: [
+      'sim knowledge list',
+      'sim knowledge search \\',
+      '  --kb "$KNOWLEDGE_BASE_ID" \\',
+      '  --query "refund policy"',
+    ],
+  },
+  features: [
+    {
+      id: 'connect-sources',
+      label: 'Connect sources',
+      title: 'Connected sources. Shared context.',
+      description:
+        'Bring documents from Notion, Drive, and your other sources into one searchable knowledge base.',
+      visual: <KnowledgeSourcesPreview />,
+      cta: {
+        label: 'Explore knowledge connectors',
+        href: 'https://docs.sim.ai/knowledgebase/connectors',
+      },
+    },
     {
-      id: 'memory',
-      title: 'Give AI agents memory of your data.',
-      subtitle:
-        'Sim turns your docs and sources into searchable memory every agent can read, so answers come from your data instead of guesswork.',
-      cta: { label: 'Explore Knowledge Base', href: '/signup' },
-      cards: [
-        {
-          title: 'Sync your sources',
-          description:
-            'Connect Notion, Google Drive, Confluence, and more. Sim pulls the documents in and keeps every source syncing on its own.',
-          visual: <ConnectorSyncGraphic />,
-        },
-        {
-          title: 'Answers grounded in your docs',
-          description:
-            'Agents in Sim answer from your knowledge base and cite the document behind every answer, so teams can check the source.',
-          visual: (
-            <KnowledgeAnswerGraphic
-              question='What is our refund policy for annual plans?'
-              answer='Annual plans are refunded pro-rata within 30 days of renewal. After that, the remaining term converts to account credit.'
-              sourceLabel='Billing policy'
-              sourceDetail='Cited from your knowledge base'
-            />
-          ),
-        },
-        {
-          title: 'Search knowledge from any workflow',
-          description:
-            'Drop a knowledge search step into any workflow. Sim retrieves the passages the agent needs mid-run, in visual builds or in code.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: <KnowledgeQueryGraphic />,
-        },
-      ],
+      id: 'manage-documents',
+      label: 'Manage documents',
+      title: 'See what’s indexed.',
+      description: 'Review indexed passages and see which chunks are enabled for search.',
+      visual: <KnowledgeDocumentsPreview />,
     },
     {
-      id: 'fresh',
-      title: 'Knowledge that stays fresh on its own.',
-      subtitle:
-        'Sim re-syncs your sources, processes every new document, and logs each update, so agent memory never drifts out of date.',
-      cta: { label: 'See how syncing works', href: '/signup' },
-      cards: [
-        {
-          title: 'Fresh without the upkeep',
-          description:
-            'Sim re-syncs each connected source on a schedule and records every update, so nobody has to re-upload a doc again.',
-          visual: (
-            <AuditTrailGraphic
-              entries={[
-                {
-                  action: 'Source synced',
-                  actor: 'Notion',
-                  resource: '128 docs updated',
-                  time: 'Now',
-                  avatar: '/landing/team-avatar-1.jpg',
-                },
-                {
-                  action: 'Document processed',
-                  actor: 'Sim',
-                  resource: 'Pricing guide v4',
-                  time: '4 min ago',
-                  avatar: '/landing/team-avatar-2.jpg',
-                },
-                {
-                  action: 'Sync completed',
-                  actor: 'Google Drive',
-                  resource: '342 docs checked',
-                  time: '1h ago',
-                  avatar: '/landing/team-avatar-3.jpg',
-                },
-                {
-                  action: 'Base created',
-                  actor: 'Maya Chen',
-                  resource: 'Product Documentation',
-                  time: 'Jun 2',
-                  avatar: '/landing/team-avatar-1.jpg',
-                },
-              ]}
-            />
-          ),
-        },
-        {
-          title: 'Watch documents process',
-          description:
-            'Sim splits each document into searchable passages and shows the work: source, passage count, tokens, and status for every file.',
-          visual: (
-            <RunMonitoringGraphic
-              title='Document details'
-              statusLabel='Processing'
-              fields={[
-                { label: 'Document', value: 'Pricing guide v4.pdf', variant: 'strong' },
-                { label: 'Source', value: 'Notion', variant: 'chip' },
-                { label: 'Passages', value: '164', variant: 'mono' },
-                { label: 'Tokens', value: '48,392', variant: 'mono' },
-              ]}
-              outputLabel='Processing output'
-              outputPairs={[
-                { key: 'status', value: '"indexed"' },
-                { key: 'passages', value: '164' },
-              ]}
-            />
-          ),
-        },
-        {
-          title: 'One memory for every agent',
-          description:
-            'Every agent in Sim reads from the same knowledge base, in Chat, in workflows, and in deployed agents, so answers stay consistent.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: (
-            <OperationsTeamsGraphic
-              sourceLabels={['Notion', 'Drive', 'Confluence']}
-              destinationLabels={['Chat', 'Workflows', 'Agents']}
-            />
-          ),
-        },
-      ],
+      id: 'retrieve-context',
+      label: 'Retrieve context',
+      title: 'Give agents the right context.',
+      description:
+        'Search from a workflow and pass relevant passages, with source references, to the next step.',
+      visual: <KnowledgeRetrievalPreview />,
+      cta: {
+        label: 'Read the Knowledge block guide',
+        href: 'https://docs.sim.ai/integrations/knowledge',
+      },
     },
   ],
 }
diff --git a/apps/sim/app/(landing)/landing.test.tsx b/apps/sim/app/(landing)/landing.test.tsx
index bfb21e0c574..51d4ff5c36d 100644
--- a/apps/sim/app/(landing)/landing.test.tsx
+++ b/apps/sim/app/(landing)/landing.test.tsx
@@ -9,16 +9,20 @@ vi.mock('@sim/emcn', () => ({
 }))
 
 vi.mock('@/app/(landing)/components', () => ({
-  Cta: () => null,
-  Features: () => null,
+  AgentMomentum: () => <span>agent-momentum-marker</span>,
+  Features: () => <span>features-marker</span>,
+  FeaturedCustomer: () => <span>featured-customer-marker</span>,
   Hero: () => null,
   HomeStructuredData: () => null,
-  Mothership: () => null,
-  ProductDemo: () => null,
+  PlatformSuite: () => <span>platform-suite-marker</span>,
+  ProductDemo: () => <span>product-demo-marker</span>,
+  Proof: () => null,
+  Security: () => <span>security-marker</span>,
+  WorkspaceControls: () => <span>workspace-controls-marker</span>,
 }))
 
 vi.mock('@/app/(landing)/components/landing-layout', () => ({
-  LANDING_SECTION_RHYTHM: 'gap-test',
+  HOME_SECTION_RHYTHM: 'gap-test',
 }))
 
 vi.mock('@/app/(landing)/landing-analytics', () => ({
@@ -33,4 +37,35 @@ describe('Landing', () => {
 
     expect(markup.match(/landing-analytics-marker/g)).toHaveLength(1)
   })
+
+  it('places the agent momentum section directly after featured customers', () => {
+    const markup = renderToStaticMarkup(<Landing />)
+    const featuredCustomerIndex = markup.indexOf('featured-customer-marker')
+    const agentMomentumIndex = markup.indexOf('agent-momentum-marker')
+    const platformSuiteIndex = markup.indexOf('platform-suite-marker')
+
+    expect(featuredCustomerIndex).toBeGreaterThan(-1)
+    expect(agentMomentumIndex).toBeGreaterThan(featuredCustomerIndex)
+    expect(platformSuiteIndex).toBeGreaterThan(agentMomentumIndex)
+  })
+
+  it('places the workspace controls between the feature rail and the governance beat', () => {
+    const markup = renderToStaticMarkup(<Landing />)
+    const featuresIndex = markup.indexOf('features-marker')
+    const workspaceControlsIndex = markup.indexOf('workspace-controls-marker')
+    const securityIndex = markup.indexOf('security-marker')
+
+    expect(featuresIndex).toBeGreaterThan(-1)
+    expect(workspaceControlsIndex).toBeGreaterThan(featuresIndex)
+    expect(securityIndex).toBeGreaterThan(workspaceControlsIndex)
+  })
+
+  it('groups only the platform cards and the demo frame, so the frame still follows the cards', () => {
+    const markup = renderToStaticMarkup(<Landing />)
+    const group = markup.match(/<div class="flex flex-col gap-4">(.*?)<\/div>/)?.[1]
+
+    expect(group).toContain('platform-suite-marker')
+    expect(group).toContain('product-demo-marker')
+    expect(group).not.toContain('workspace-controls-marker')
+  })
 })
diff --git a/apps/sim/app/(landing)/landing.tsx b/apps/sim/app/(landing)/landing.tsx
index 84260a613ff..832f23a0851 100644
--- a/apps/sim/app/(landing)/landing.tsx
+++ b/apps/sim/app/(landing)/landing.tsx
@@ -1,39 +1,72 @@
 import { cn } from '@sim/emcn'
 import {
-  Cta,
+  AgentMomentum,
+  FeaturedCustomer,
   Features,
   Hero,
   HomeStructuredData,
-  Mothership,
+  PlatformSuite,
   ProductDemo,
+  Proof,
+  Security,
+  WorkspaceControls,
 } from '@/app/(landing)/components'
-import { LANDING_SECTION_RHYTHM } from '@/app/(landing)/components/landing-layout'
+import { HOME_SECTION_RHYTHM } from '@/app/(landing)/components/landing-layout'
 import { LandingAnalytics } from '@/app/(landing)/landing-analytics'
 
 /**
  * Landing page root - owns the section order and the `<main>` content region.
  *
  * The shared chrome (`light` + brand token layer, scroll port, skip link, navbar
- * with build/revalidate-time GitHub stars, footer, and site-wide JSON-LD) is
+ * with build/revalidate-time GitHub stars, painted CTA, footer, and site-wide JSON-LD) is
  * owned by the route-group layout via `LandingShell`, so the landing family can
  * never drift and the navbar persists across navigation. This page emits only
  * its `<main>` and the home-specific structured data.
  *
+ * Section order copies Harvey's homepage:
+ *
+ * 1. {@link Hero} - split masthead and full-width product stage.
+ * 2. {@link Proof} - customer-logo row.
+ * 3. {@link FeaturedCustomer} - featured customer film carousel.
+ * 4. {@link AgentMomentum} - editorial proof points for the open-source agent ecosystem.
+ * 5. {@link PlatformSuite} - creation and centralized-governance windows.
+ * 6. {@link ProductDemo} - the demo player, grouped with the platform cards.
+ * 7. {@link Features} - the horizontal product rail.
+ * 8. {@link WorkspaceControls} - the rail's six governance controls, untitled.
+ * 9. {@link Security} - governance intro, Trust Center link, certification blocs.
+ *
  * `<main>` is a `flex flex-col` whose `gap` is the single source of truth for
- * inter-section rhythm - sections carry no vertical margin/padding of their own,
- * so one knob keeps every section break uniform across the page. Each section
- * component owns its own landmark (`<section id aria-labelledby>`).
+ * major-section rhythm. Customer proof, platform media, and product controls
+ * each form a group with their own smaller positive gap.
  */
 export default function Landing() {
   return (
-    <main id='main-content' className={cn('flex flex-col', LANDING_SECTION_RHYTHM)}>
+    <main id='main-content' className={cn('flex flex-col', HOME_SECTION_RHYTHM)}>
       <LandingAnalytics />
       <HomeStructuredData />
-      <Hero />
-      <ProductDemo />
-      <Mothership />
-      <Features />
-      <Cta />
+      <div className='flex flex-col gap-24 max-sm:gap-12 max-lg:gap-16'>
+        <Hero />
+        <div className='flex flex-col gap-16 max-sm:gap-10 max-lg:gap-12'>
+          <Proof />
+          <div className='flex flex-col gap-7 max-lg:gap-4'>
+            <FeaturedCustomer />
+            <AgentMomentum />
+          </div>
+        </div>
+      </div>
+      {/* The demo frame belongs to the platform section: it follows the two
+        cards at the cards' own gap and shares their inset, so the three read
+        as one grid. The `<main>` rhythm applies around the group, and nothing
+        else may join it - the frame's inset assumes the cards directly above. */}
+      <div className='flex flex-col gap-4'>
+        <PlatformSuite />
+        <ProductDemo />
+      </div>
+      <div className='flex flex-col gap-20 max-sm:gap-12 max-lg:gap-16'>
+        <Features />
+        <WorkspaceControls />
+      </div>
+      <Security />
     </main>
   )
 }
diff --git a/apps/sim/app/(landing)/layout.tsx b/apps/sim/app/(landing)/layout.tsx
index 608b350f322..e1aed12faf7 100644
--- a/apps/sim/app/(landing)/layout.tsx
+++ b/apps/sim/app/(landing)/layout.tsx
@@ -6,20 +6,10 @@ import { LandingShell } from '@/app/(landing)/components'
 import { LandingConsentTracking } from '@/app/(landing)/landing-consent-tracking'
 
 /**
- * Route-group layout for the entire landing family - the home page, platform and
- * solutions pages, pricing, legal, and the marketing subroutes (blog, models,
- * integrations, partners).
- *
- * It renders the shared chrome **once** via {@link LandingShell} (the `light`
- * token layer + scroll port, the skip link, the {@link Navbar} with
- * build/revalidate-time GitHub stars, the site-wide JSON-LD, and the
- * {@link Footer}). Because layouts persist across client navigations, the navbar
- * and footer mount once and are never torn down when moving between landing
- * pages - no remount, no refetch, no flash.
- *
- * Each page supplies only its `<main id='main-content'>` content (and any
- * page-specific metadata / JSON-LD). `metadataBase` here lets pages express
- * relative canonical/OG URLs; every other metadata field stays per-page.
+ * Shared layout for all public marketing routes, including platform, solutions,
+ * pricing, editorial, catalog, demo, and legal pages. LandingShell owns the
+ * persistent navbar, painted CTA, footer, and site-wide structured data.
+ * Pages supply their main content and page-specific metadata only.
  */
 export const metadata: Metadata = {
   metadataBase: new URL(SITE_URL),
diff --git a/apps/sim/app/(landing)/library/[slug]/page.tsx b/apps/sim/app/(landing)/library/[slug]/page.tsx
index e6901ee428c..3b7e256976b 100644
--- a/apps/sim/app/(landing)/library/[slug]/page.tsx
+++ b/apps/sim/app/(landing)/library/[slug]/page.tsx
@@ -5,7 +5,8 @@ import { getAllPostMeta, getPostBySlug, getRelatedPosts } from '@/lib/library/re
 import { buildPostGraphJsonLd, buildPostMetadata, LIBRARY_SECTION } from '@/lib/library/seo'
 import { ContentPostPage } from '@/app/(landing)/components'
 
-export const dynamicParams = false
+/** Unknown slugs reach the section 404 while known pages remain pre-rendered. */
+export const dynamicParams = true
 
 export async function generateStaticParams() {
   const posts = await getAllPostMeta()
@@ -19,7 +20,7 @@ export async function generateMetadata({
 }): Promise<Metadata> {
   const { slug } = await params
   const post = await getPostBySlug(slug)
-  if (!post) return {}
+  if (!post || post.draft) return {}
   return buildPostMetadata(post)
 }
 
@@ -28,7 +29,7 @@ export const revalidate = 86400
 export default async function Page({ params }: { params: Promise<{ slug: string }> }) {
   const { slug } = await params
   const post = await getPostBySlug(slug)
-  if (!post) notFound()
+  if (!post || post.draft) notFound()
   const related = await getRelatedPosts(slug, 3)
 
   return (
diff --git a/apps/sim/app/(landing)/logs/components/feature-graphics/failure-alert-graphic.module.css b/apps/sim/app/(landing)/logs/components/feature-graphics/failure-alert-graphic.module.css
deleted file mode 100644
index 59a7ad743bf..00000000000
--- a/apps/sim/app/(landing)/logs/components/feature-graphics/failure-alert-graphic.module.css
+++ /dev/null
@@ -1,60 +0,0 @@
-/**
- * The FailureAlertGraphic's motion — a one-shot causal settle: the failed
- * run row stamps in, a white pulse falls once down the connector hairline,
- * and the Slack alert window stamps in as the pulse lands. Never re-played.
- * Under prefers-reduced-motion everything renders settled with no pulse.
- */
-
-.runRow {
-  animation: failure-alert-in 0.5s cubic-bezier(0.22, 1, 0.36, 1) backwards;
-  animation-delay: 0.35s;
-}
-
-.sweep {
-  position: absolute;
-  inset-inline: 0;
-  top: -40%;
-  height: 40%;
-  background: linear-gradient(to bottom, transparent, var(--text-inverse));
-  animation: failure-alert-sweep 0.45s ease-in 0.85s forwards;
-  opacity: 0;
-}
-
-.alertWindow {
-  animation: failure-alert-in 0.5s cubic-bezier(0.22, 1, 0.36, 1) backwards;
-  animation-delay: 1.2s;
-}
-
-@keyframes failure-alert-in {
-  from {
-    opacity: 0;
-    transform: translateY(-4px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
-}
-
-@keyframes failure-alert-sweep {
-  from {
-    opacity: 1;
-    transform: translateY(0);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(350%);
-  }
-}
-
-@media (prefers-reduced-motion: reduce) {
-  .runRow,
-  .alertWindow {
-    animation: none;
-  }
-
-  .sweep {
-    animation: none;
-    opacity: 0;
-  }
-}
diff --git a/apps/sim/app/(landing)/logs/components/feature-graphics/failure-alert-graphic.tsx b/apps/sim/app/(landing)/logs/components/feature-graphics/failure-alert-graphic.tsx
deleted file mode 100644
index 3b27fafb784..00000000000
--- a/apps/sim/app/(landing)/logs/components/feature-graphics/failure-alert-graphic.tsx
+++ /dev/null
@@ -1,95 +0,0 @@
-import { cn } from '@sim/emcn'
-import { SlackIcon } from '@/components/icons'
-import colorMixFallbacks from '@/app/(landing)/components/shared/color-mix-fallbacks/color-mix-fallbacks.module.css'
-import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics'
-import styles from '@/app/(landing)/logs/components/feature-graphics/failure-alert-graphic.module.css'
-
-/** Shared hairline ink for the run row, connector, and notification window. */
-const OUTLINE_INK = colorMixFallbacks.inverseBorder45
-
-/**
- * A failure caught by alerting, told top to bottom as the deploy tile's
- * causal vignette in the dark tiles' outlined ink: the failed run at the
- * top - an outlined pill pairing the workflow name with an outlined
- * "Error" tag and the failure time - a faint vertical hairline linking
- * cause to effect, and a minimal outlined Slack window rising from the
- * bottom edge with the alert Sim sent: the #oncall channel in the header
- * (the Slack mark is a real brand logo, the one place hex is allowed),
- * and the failure message with the failing block named, linking back to
- * the run's trace.
- *
- * Motion (from `failure-alert-graphic.module.css`): the run row stamps
- * in first, a white pulse falls down the connector, and the alert window
- * stamps in as the pulse lands - a one-shot settle, never re-played.
- * Under `prefers-reduced-motion` everything renders settled with no
- * pulse.
- */
-export function FailureAlertGraphic() {
-  return (
-    <FeatureGraphicShell>
-      <div
-        aria-hidden='true'
-        className='absolute inset-0 flex flex-col items-center pr-8 max-lg:pr-6'
-      >
-        <div
-          className={cn(
-            'mt-1 flex items-center gap-2 rounded-[10px] border py-1.5 pr-1.5 pl-2.5',
-            OUTLINE_INK,
-            styles.runRow
-          )}
-        >
-          <span className='text-[var(--text-inverse)] text-caption'>Nightly data sync</span>
-          <span
-            className={cn(
-              'flex h-5 items-center rounded-md border px-1.5 text-[var(--text-muted-inverse)] text-caption',
-              OUTLINE_INK
-            )}
-          >
-            Error
-          </span>
-          <span className='text-[var(--text-muted-inverse)] text-caption'>2:14 AM</span>
-        </div>
-
-        <span
-          className={cn(
-            'relative mt-2 mb-2 min-h-4 w-px flex-1 overflow-hidden',
-            colorMixFallbacks.inverseBackground45
-          )}
-        >
-          <span className={styles.sweep} />
-        </span>
-
-        <div
-          className={cn(
-            'relative w-full rounded-t-xl border border-b-0',
-            OUTLINE_INK,
-            styles.alertWindow
-          )}
-        >
-          <div className={cn('flex h-11 items-center gap-2 border-b px-3', OUTLINE_INK)}>
-            <span
-              className={cn(
-                'flex size-6 items-center justify-center rounded-md border',
-                OUTLINE_INK
-              )}
-            >
-              <SlackIcon className='size-[12px]' />
-            </span>
-            <span className='min-w-0 flex-1 truncate text-[var(--text-inverse)] text-small'>
-              #oncall
-            </span>
-            <span className='shrink-0 text-[var(--text-muted-inverse)] text-caption'>Now</span>
-          </div>
-          <div className='px-3 pt-2.5 pb-4'>
-            <span className='block text-[var(--text-inverse)] text-small'>
-              Run failed: Nightly data sync
-            </span>
-            <span className='mt-1 block text-[var(--text-muted-inverse)] text-caption'>
-              Timeout in Post to ledger · Open the trace in Sim
-            </span>
-          </div>
-        </div>
-      </div>
-    </FeatureGraphicShell>
-  )
-}
diff --git a/apps/sim/app/(landing)/logs/components/feature-graphics/filter-runs-graphic.module.css b/apps/sim/app/(landing)/logs/components/feature-graphics/filter-runs-graphic.module.css
deleted file mode 100644
index 45c934e970c..00000000000
--- a/apps/sim/app/(landing)/logs/components/feature-graphics/filter-runs-graphic.module.css
+++ /dev/null
@@ -1,42 +0,0 @@
-/**
- * The FilterRunsGraphic's motion: the matched result rows stamp in top to
- * bottom one after another — the audit tile's one-shot settle, never
- * re-played. Under prefers-reduced-motion the rows render fully settled.
- */
-
-.row0,
-.row1,
-.row2 {
-  animation: filter-runs-row-in 0.5s cubic-bezier(0.22, 1, 0.36, 1) backwards;
-}
-
-.row0 {
-  animation-delay: 0.45s;
-}
-
-.row1 {
-  animation-delay: 0.6s;
-}
-
-.row2 {
-  animation-delay: 0.75s;
-}
-
-@keyframes filter-runs-row-in {
-  from {
-    opacity: 0;
-    transform: translateY(-4px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
-}
-
-@media (prefers-reduced-motion: reduce) {
-  .row0,
-  .row1,
-  .row2 {
-    animation: none;
-  }
-}
diff --git a/apps/sim/app/(landing)/logs/components/feature-graphics/filter-runs-graphic.tsx b/apps/sim/app/(landing)/logs/components/feature-graphics/filter-runs-graphic.tsx
deleted file mode 100644
index 2b41c80f34f..00000000000
--- a/apps/sim/app/(landing)/logs/components/feature-graphics/filter-runs-graphic.tsx
+++ /dev/null
@@ -1,106 +0,0 @@
-import { Badge, ChipTag, cn, Search } from '@sim/emcn'
-import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics'
-import styles from '@/app/(landing)/logs/components/feature-graphics/filter-runs-graphic.module.css'
-
-interface FilteredRun {
-  /** Workflow name of the matched run. */
-  workflow: string
-  /** Run timestamp, newest first. */
-  time: string
-}
-
-/** The three failed runs the query and filters surface, newest first. */
-const MATCHED_RUNS: readonly FilteredRun[] = [
-  { workflow: 'Nightly data sync', time: 'Jul 12  2:14 AM' },
-  { workflow: 'Nightly data sync', time: 'Jul 9  2:14 AM' },
-  { workflow: 'Nightly data sync', time: 'Jul 6  2:15 AM' },
-] as const
-
-/** Active filter chips above the results, the options bar's vocabulary. */
-const FILTER_CHIPS = ['Status: Error', 'Trigger: Schedule', 'Past 7 days'] as const
-
-/** Per-row stamp-in classes - the stagger order is baked into each class's delay. */
-const ROW_STEP_CLASSES = [styles.row0, styles.row1, styles.row2] as const
-
-/**
- * Search and filters told as a frameless centered vignette (the audit and
- * monitoring tiles' composition): a small "Search runs" header with a
- * match-count mono ChipTag (fill stepped up to `--surface-6` so the pill
- * stays legible on the grey ground), the query itself lifted onto the
- * tile's highlight - a white card in the audit tile's exact chrome
- * (`--white` fill, 1px `--border-1` hairline, rounded, `shadow-xs`) with
- * a blinking caret holding the query - a row of quiet mono filter chips,
- * and the three matched runs as airy rows ruled by 1px `--border-1`
- * hairlines, each pairing the workflow name with its Error badge and
- * timestamp.
- *
- * Motion: the result rows stamp in top to bottom once (from
- * `filter-runs-graphic.module.css`, the audit tile's one-shot settle);
- * the caret blink is Tailwind's `animate-pulse`, disabled through its own
- * `motion-reduce:animate-none`. Under `prefers-reduced-motion` the rows
- * render fully settled.
- *
- * The feature tile's visual slot bleeds `2rem` right (`1.5rem` under
- * `max-lg`) but not left, so this centered vignette adds matching right
- * padding to land on the tile's visible center instead of the bled
- * slot's center. On the wide spanned tile of the two-column band
- * (container ≥500px inside `sm`..`lg`) the column relaxes to 400px.
- */
-export function FilterRunsGraphic() {
-  return (
-    <FeatureGraphicShell>
-      <div
-        aria-hidden='true'
-        className='absolute inset-0 flex items-center justify-center pr-8 max-lg:pr-6'
-      >
-        <div className='w-full max-w-[312px] sm:max-lg:[@container(min-width:500px)]:max-w-[400px]'>
-          <div className='mb-2.5 flex items-center justify-between'>
-            <span className='text-[var(--text-primary)] text-base'>Search runs</span>
-            <ChipTag variant='mono' className='bg-[var(--surface-6)]'>
-              3 matches
-            </ChipTag>
-          </div>
-
-          <div className='flex items-center gap-2.5 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2 shadow-xs'>
-            <Search className='size-[14px] shrink-0 text-[var(--text-icon)]' />
-            <span className='min-w-0 truncate text-[var(--text-body)] text-caption'>
-              nightly sync
-              <span className='ml-px inline-block h-[1.1em] w-px translate-y-[2px] animate-pulse bg-[var(--text-primary)] align-text-bottom motion-reduce:animate-none' />
-            </span>
-          </div>
-
-          <div className='mt-2.5 flex flex-wrap items-center gap-1.5'>
-            {FILTER_CHIPS.map((chip) => (
-              <ChipTag key={chip} variant='mono' className='bg-[var(--surface-6)]'>
-                {chip}
-              </ChipTag>
-            ))}
-          </div>
-
-          <div className='mt-1.5'>
-            {MATCHED_RUNS.map((run, index) => (
-              <div
-                key={run.time}
-                className={cn(
-                  'flex h-10 items-center justify-between gap-3',
-                  index > 0 && 'border-[var(--border-1)] border-t',
-                  ROW_STEP_CLASSES[index]
-                )}
-              >
-                <span className='min-w-0 truncate text-[var(--text-primary)] text-caption'>
-                  {run.workflow}
-                </span>
-                <span className='flex shrink-0 items-center gap-2.5'>
-                  <Badge variant='gray' size='sm' dot>
-                    Error
-                  </Badge>
-                  <span className='text-[var(--text-muted)] text-caption'>{run.time}</span>
-                </span>
-              </div>
-            ))}
-          </div>
-        </div>
-      </div>
-    </FeatureGraphicShell>
-  )
-}
diff --git a/apps/sim/app/(landing)/logs/components/feature-graphics/index.ts b/apps/sim/app/(landing)/logs/components/feature-graphics/index.ts
index 3fd3d41729c..e2a1194f785 100644
--- a/apps/sim/app/(landing)/logs/components/feature-graphics/index.ts
+++ b/apps/sim/app/(landing)/logs/components/feature-graphics/index.ts
@@ -1,3 +1 @@
-export { FailureAlertGraphic } from './failure-alert-graphic'
-export { FilterRunsGraphic } from './filter-runs-graphic'
 export { RunTraceGraphic } from './run-trace-graphic'
diff --git a/apps/sim/app/(landing)/logs/components/feature-graphics/run-trace-graphic.module.css b/apps/sim/app/(landing)/logs/components/feature-graphics/run-trace-graphic.module.css
index 3d0658432a3..0e8fea36993 100644
--- a/apps/sim/app/(landing)/logs/components/feature-graphics/run-trace-graphic.module.css
+++ b/apps/sim/app/(landing)/logs/components/feature-graphics/run-trace-graphic.module.css
@@ -1,54 +1,230 @@
-/**
- * The RunTraceGraphic's motion: the trace rows stamp in top to bottom
- * one after another — the agent-code tile's one-shot settle, never
- * re-played. Under prefers-reduced-motion the rows render fully settled.
- */
-
-.row0,
-.row1,
-.row2,
-.row3,
-.row4 {
-  animation: run-trace-row-in 0.5s cubic-bezier(0.22, 1, 0.36, 1) backwards;
+.window {
+  font-size: 12px;
+  line-height: 1.4;
+  position: absolute;
+  inset: 10px;
+  display: flex;
+  flex-direction: column;
+  overflow: hidden;
+  border: 1px solid color-mix(in srgb, var(--border) 70%, transparent);
+  background: var(--surface-2);
+  color: var(--text-primary);
+  container-type: size;
 }
-
-.row0 {
-  animation-delay: 0.35s;
+.toolbar {
+  display: flex;
+  align-items: center;
+  gap: 14px;
+  padding: 10px 12px 4px;
+  font-size: 12px;
+  color: var(--text-secondary);
 }
-
-.row1 {
-  animation-delay: 0.5s;
+.activeTab {
+  border-radius: 8px;
+  background: var(--surface-5);
+  padding: 5px 10px;
+  color: var(--text-primary);
 }
-
-.row2 {
-  animation-delay: 0.65s;
+.overviewHeading {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 10px 12px;
+  font-size: 12px;
+  border-bottom: 1px solid var(--border);
 }
-
-.row3 {
-  animation-delay: 0.8s;
+.overview {
+  padding: 10px 12px 8px;
 }
-
-.row4 {
-  animation-delay: 0.95s;
+.stats {
+  display: grid;
+  grid-template-columns: repeat(2, minmax(0, 1fr));
+  gap: 6px;
 }
-
-@keyframes run-trace-row-in {
-  from {
-    opacity: 0;
-    transform: translateY(-4px);
+.stat {
+  display: grid;
+  gap: 3px;
+  padding: 6px 8px;
+  border: 1px solid var(--border);
+  border-radius: 6px;
+}
+.stat > span {
+  font-size: 10px;
+  color: var(--text-muted);
+}
+.stat strong {
+  font-size: 15px;
+  font-weight: 400;
+  font-variant-numeric: tabular-nums;
+}
+.chart {
+  height: 28px;
+  display: flex;
+  align-items: flex-end;
+  gap: 3px;
+  margin: 10px 0 5px;
+}
+.bar {
+  flex: 1;
+  min-width: 0;
+  border-radius: 2px;
+  background: var(--text-secondary);
+}
+.runsHeading {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 10px 12px 7px;
+  font-size: 10px;
+  border-top: 1px solid var(--border);
+}
+.runs {
+  display: grid;
+  flex: 1;
+  min-height: 0;
+  grid-template-rows: repeat(3, minmax(44px, 1fr));
+}
+.run {
+  display: grid;
+  grid-template-columns: 13px minmax(0, 1fr) auto 12px;
+  align-items: center;
+  gap: 8px;
+  padding: 7px 12px;
+  border-bottom: 1px solid var(--border);
+}
+.selected {
+  background: var(--surface-4);
+  box-shadow: inset 2px 0 var(--text-secondary);
+}
+.runName {
+  display: block;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+  font-size: 11px;
+}
+.runMeta {
+  display: flex;
+  align-items: center;
+  gap: 5px;
+  margin-top: 3px;
+  font-size: 9px;
+  color: var(--text-muted);
+}
+.detail {
+  padding: 6px 12px 8px;
+}
+.detailTabs {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  font-size: 9px;
+  color: var(--text-muted);
+}
+.traceRow {
+  display: grid;
+  grid-template-columns: 1fr 1fr auto;
+  align-items: center;
+  gap: 10px;
+  padding-top: 12px;
+  font-size: 10px;
+  color: var(--text-secondary);
+}
+.track {
+  height: 5px;
+  border-radius: 10px;
+  background: var(--surface-5);
+}
+.track > span {
+  display: block;
+  width: 66%;
+  height: 100%;
+  border-radius: inherit;
+  background: var(--text-secondary);
+}
+@container (max-height: 380px) {
+  .toolbar {
+    padding-top: 7px;
+    gap: 10px;
+    font-size: 10px;
   }
-  to {
-    opacity: 1;
-    transform: translateY(0);
+  .overviewHeading {
+    padding-block: 6px;
+  }
+  .stat {
+    padding: 4px 6px;
+  }
+  .stat strong {
+    font-size: 13px;
+  }
+  .chart {
+    height: 24px;
+    margin-top: 6px;
+  }
+  .runsHeading {
+    padding-block: 6px;
+  }
+  .runs {
+    grid-template-rows: repeat(3, minmax(38px, 1fr));
+  }
+  .run {
+    padding-block: 5px;
+  }
+  .detail {
+    display: none;
   }
 }
 
-@media (prefers-reduced-motion: reduce) {
-  .row0,
-  .row1,
-  .row2,
-  .row3,
-  .row4 {
-    animation: none;
+.stat > span {
+  line-height: 14px;
+}
+.stat strong {
+  line-height: 20px;
+}
+.runs {
+  flex: none;
+  grid-template-rows: repeat(3, 44px);
+}
+.detail {
+  flex-shrink: 0;
+}
+.runName {
+  line-height: 15px;
+}
+.runMeta {
+  line-height: 12px;
+}
+@container (max-height: 380px) {
+  .runs {
+    grid-template-rows: repeat(3, 38px);
+  }
+  .stat > span {
+    line-height: 12px;
+  }
+  .stat strong {
+    line-height: 16px;
+  }
+}
+@container (max-height: 380px) {
+  .stat:nth-child(n + 3) {
+    display: none;
+  }
+  .toolbar {
+    padding-top: 4px;
+  }
+  .activeTab {
+    padding: 3px 8px;
+  }
+  .overviewHeading {
+    padding-block: 4px;
+  }
+  .overview {
+    padding-block: 6px;
+  }
+  .chart {
+    height: 20px;
+  }
+  .runsHeading {
+    padding-block: 4px;
   }
 }
diff --git a/apps/sim/app/(landing)/logs/components/feature-graphics/run-trace-graphic.tsx b/apps/sim/app/(landing)/logs/components/feature-graphics/run-trace-graphic.tsx
index e7ef41a79fb..a2fd5397c04 100644
--- a/apps/sim/app/(landing)/logs/components/feature-graphics/run-trace-graphic.tsx
+++ b/apps/sim/app/(landing)/logs/components/feature-graphics/run-trace-graphic.tsx
@@ -1,151 +1,129 @@
-import { cn, Library } from '@sim/emcn'
-import colorMixFallbacks from '@/app/(landing)/components/shared/color-mix-fallbacks/color-mix-fallbacks.module.css'
+import { cn } from '@sim/emcn'
+import { Check, ChevronDown, ChevronRight, Search } from '@sim/emcn/icons'
+import { LANDING_STAGE_WINDOW_RADIUS } from '@/app/(landing)/components/landing-layout'
 import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics'
 import styles from '@/app/(landing)/logs/components/feature-graphics/run-trace-graphic.module.css'
 
-interface TraceSpanRow {
-  /** Block name in the trace tree. */
-  name: string
-  /** Duration text, right-aligned in mono. */
-  duration: string
-  /** Indent class for child spans nested under the agent. */
-  indentClass?: string
-  /** Waterfall bar geometry - left offset and width as arbitrary classes. */
-  barClass: string
-  /** Bar ink - parents solid, children lighter, so depth reads at a glance. */
-  barTone: 'parent' | 'child'
-}
-
-/**
- * The support-routing run's trace distilled to tile scale: the run's
- * top-level blocks with the agent's tool call and model reply nested
- * beneath it, each span's waterfall bar offset by when it started.
- */
-const TRACE_SPANS: readonly TraceSpanRow[] = [
-  {
-    name: 'Start',
-    duration: '12ms',
-    barClass: 'left-0 w-[4%]',
-    barTone: 'parent',
-  },
-  {
-    name: 'Support agent',
-    duration: '1.24s',
-    barClass: 'left-[5%] w-[66%]',
-    barTone: 'parent',
-  },
-  {
-    name: 'Search tickets',
-    duration: '420ms',
-    indentClass: 'pl-3',
-    barClass: 'left-[9%] w-[24%]',
-    barTone: 'child',
-  },
-  {
-    name: 'Generate reply',
-    duration: '540ms',
-    indentClass: 'pl-3',
-    barClass: 'left-[38%] w-[30%]',
-    barTone: 'child',
-  },
-  {
-    name: 'Send to Slack',
-    duration: '180ms',
-    barClass: 'left-[74%] w-[11%]',
-    barTone: 'parent',
-  },
+const STATS = [
+  { label: 'Success rate', value: '100%' },
+  { label: 'Median run', value: '21.8s' },
+  { label: 'Completed', value: '157' },
+  { label: 'Cost', value: '$17.27' },
 ] as const
 
-/** Per-row stamp-in classes - the stagger order is baked into each class's delay. */
-const ROW_STEP_CLASSES = [styles.row0, styles.row1, styles.row2, styles.row3, styles.row4] as const
-
-/** Span-name inks on the dark tile - parents brighter than nested children. */
-const NAME_TONE_CLASS = {
-  parent: 'text-[var(--text-inverse)]',
-  child: 'text-[var(--text-muted-inverse)]',
-} as const
-
-/** Waterfall bar inks - the same two-step ramp as the names. */
-const BAR_TONE_CLASS = {
-  parent: 'bg-[var(--text-inverse)] opacity-80',
-  child: 'bg-[var(--text-inverse)] opacity-40',
-} as const
-
-/** Shared hairline ink for the window outline, header rule, and icon box. */
-const OUTLINE_INK = colorMixFallbacks.inverseBorder45
+const ACTIVITY = [
+  'h-[30%]',
+  'h-[50%]',
+  'h-[40%]',
+  'h-[60%]',
+  'h-[40%]',
+  'h-[70%]',
+  'h-[50%]',
+  'h-[60%]',
+  'h-[80%]',
+  'h-[50%]',
+  'h-[70%]',
+  'h-[60%]',
+  'h-[90%]',
+  'h-[60%]',
+  'h-[80%]',
+  'h-[70%]',
+  'h-full',
+  'h-[60%]',
+  'h-[80%]',
+  'h-[70%]',
+  'h-[90%]',
+  'h-[80%]',
+  'h-[60%]',
+  'h-[70%]',
+] as const
+const RUNS = [
+  { name: 'Support ticket routing', time: 'Just now', duration: '1.86s', trigger: 'API' },
+  { name: 'Enrich inbound lead', time: '2 min ago', duration: '24.2s', trigger: 'Webhook' },
+  { name: 'Sync knowledge base', time: '5 min ago', duration: '18.6s', trigger: 'Schedule' },
+] as const
 
-/**
- * A run's block-by-block trace told inside the agent-code tile's dark
- * outlined window: the window keeps that tile's exact slot geometry
- * (`top-5`, `left-0`, bleeding off the right and bottom edges,
- * `rounded-tl-xl`) as an outlined shell - faint `--text-muted-inverse`
- * hairlines with the dark tile showing through. Its `h-12` title bar
- * pairs the Library icon (in an outlined `size-6` icon box, the
- * agent-code header's treatment) with the run's workflow name and the
- * run's total duration in mono on the right.
- *
- * Inside, the workspace trace view's vocabulary at tile scale: each span
- * is a row with its block name (children indented and quieter, the real
- * tree's depth ramp), a waterfall bar offset by when the span started
- * and sized by how long it ran, and a right-aligned mono duration. The
- * rows stamp in top to bottom once (from `run-trace-graphic.module.css`,
- * the agent-code tile's one-shot settle); under `prefers-reduced-motion`
- * the trace renders fully settled.
- */
+/** A compact Logs overview with sample recent runs and the selected run’s trace. */
 export function RunTraceGraphic() {
   return (
-    <FeatureGraphicShell>
+    <FeatureGraphicShell variant='portrait'>
       <div
         aria-hidden='true'
-        className={cn(
-          'absolute top-5 right-0 bottom-0 left-0 rounded-tl-xl border-t border-l',
-          OUTLINE_INK
-        )}
+        className={cn(styles.window, LANDING_STAGE_WINDOW_RADIUS, 'shadow-xs')}
       >
-        <div className={cn('flex h-12 items-center gap-2 border-b px-4', OUTLINE_INK)}>
-          <span
-            className={cn('flex size-6 items-center justify-center rounded-md border', OUTLINE_INK)}
-          >
-            <Library className='size-[14px] text-[var(--text-muted-inverse)]' />
-          </span>
-          <span className='min-w-0 flex-1 truncate text-[var(--text-inverse)] text-base'>
-            Support ticket routing
-          </span>
-          <span className='shrink-0 font-mono text-[var(--text-muted-inverse)] text-caption'>
-            1.86s
+        <div className={styles.toolbar}>
+          <Search className='size-[14px] text-[var(--text-icon)]' />
+          <span>Toolbar</span>
+          <span>Editor</span>
+          <span className={styles.activeTab}>Logs</span>
+        </div>
+        <div className={styles.overviewHeading}>
+          <span>Run overview</span>
+          <span className='flex items-center gap-1 text-[10px] text-[var(--text-muted)]'>
+            Last 24 hours
+            <ChevronDown className='size-3' />
           </span>
         </div>
-
-        <div className='flex flex-col p-4'>
-          {TRACE_SPANS.map((span, index) => (
-            <div
-              key={span.name}
-              className={cn('flex h-9 items-center gap-3', ROW_STEP_CLASSES[index])}
-            >
-              <span
-                className={cn(
-                  'w-[38%] shrink-0 truncate text-caption',
-                  NAME_TONE_CLASS[span.barTone],
-                  span.indentClass
-                )}
-              >
-                {span.name}
-              </span>
-              <span className='relative h-full min-w-0 flex-1'>
-                <span
-                  className={cn(
-                    '-translate-y-1/2 absolute top-1/2 h-[6px] rounded-full',
-                    BAR_TONE_CLASS[span.barTone],
-                    span.barClass
-                  )}
-                />
-              </span>
-              <span className='w-11 shrink-0 text-right font-mono text-[var(--text-muted-inverse)] text-caption'>
-                {span.duration}
+        <div className={styles.overview}>
+          <div className={styles.stats}>
+            {STATS.map((stat) => (
+              <div key={stat.label} className={styles.stat}>
+                <span>{stat.label}</span>
+                <strong>{stat.value}</strong>
+              </div>
+            ))}
+          </div>
+          <div className={styles.chart}>
+            {ACTIVITY.map((height, hour) => (
+              <span key={`hour-${hour}`} className={cn(styles.bar, height)} />
+            ))}
+          </div>
+          <div className='flex justify-between text-[9px] text-[var(--text-muted)]'>
+            <span>24 hours ago</span>
+            <span>Now</span>
+          </div>
+        </div>
+        <div className={styles.runsHeading}>
+          <span>Recent runs</span>
+          <span className='text-[var(--text-muted)]'>157 runs</span>
+        </div>
+        <div className={styles.runs}>
+          {RUNS.map((run, index) => (
+            <div key={run.name} className={cn(styles.run, index === 0 && styles.selected)}>
+              <Check className='size-[13px] text-[var(--text-secondary)]' />
+              <div className='min-w-0'>
+                <span className={styles.runName}>{run.name}</span>
+                <span className={styles.runMeta}>
+                  {run.time}
+                  <span>·</span>
+                  {run.trigger}
+                </span>
+              </div>
+              <span className='font-mono text-[10px] text-[var(--text-secondary)] tabular-nums'>
+                {run.duration}
               </span>
+              <ChevronRight className='size-3 text-[var(--text-muted)]' />
             </div>
           ))}
         </div>
+        <div className={styles.detail}>
+          <div className={styles.detailTabs}>
+            <span className='text-[var(--text-primary)]'>Trace</span>
+            <span>Input</span>
+            <span>Output</span>
+            <span className='ml-auto flex items-center gap-1'>
+              <Check className='size-3' />
+              Succeeded
+            </span>
+          </div>
+          <div className={styles.traceRow}>
+            <span>Support agent</span>
+            <span className={styles.track}>
+              <span />
+            </span>
+            <span>1.24s</span>
+          </div>
+        </div>
       </div>
     </FeatureGraphicShell>
   )
diff --git a/apps/sim/app/(landing)/logs/components/log-history-preview/components/log-preview-details/index.ts b/apps/sim/app/(landing)/logs/components/log-history-preview/components/log-preview-details/index.ts
new file mode 100644
index 00000000000..f192dec4442
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-history-preview/components/log-preview-details/index.ts
@@ -0,0 +1 @@
+export { LogPreviewDetails } from './log-preview-details'
diff --git a/apps/sim/app/(landing)/logs/components/log-history-preview/components/log-preview-details/log-preview-details.tsx b/apps/sim/app/(landing)/logs/components/log-history-preview/components/log-preview-details/log-preview-details.tsx
new file mode 100644
index 00000000000..e0c79a2182d
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-history-preview/components/log-preview-details/log-preview-details.tsx
@@ -0,0 +1,72 @@
+import { useState } from 'react'
+import { Badge, ChipModalTabs } from '@sim/emcn'
+import type { PreviewRun } from '@/app/(landing)/logs/components/log-history-preview/types'
+import { LogTracePanel } from '@/app/(landing)/logs/components/log-trace-preview/components/log-trace-panel'
+
+interface LogPreviewDetailsProps {
+  id: string
+  run: PreviewRun
+}
+
+/** Uses LogDetailsContent's Overview fields and native Overview / Trace switch. */
+export function LogPreviewDetails({ id, run }: LogPreviewDetailsProps) {
+  const [tab, setTab] = useState('overview')
+
+  return (
+    <div
+      id={id}
+      role='region'
+      aria-label={`${run.name} execution details`}
+      className='min-h-0 flex-1 overflow-auto overscroll-contain'
+    >
+      <div className='p-3.5'>
+        <ChipModalTabs
+          tabs={[
+            { value: 'overview', label: 'Overview' },
+            { value: 'trace', label: 'Trace' },
+          ]}
+          value={tab}
+          onChange={setTab}
+          aria-label='Sample run details view'
+        />
+      </div>
+      {tab === 'trace' ? (
+        <LogTracePanel run={run} />
+      ) : (
+        <div className='space-y-3 px-3.5 pb-4 text-caption'>
+          <div className='grid grid-cols-2 gap-3'>
+            <div>
+              <p className='text-[var(--text-tertiary)]'>Timestamp</p>
+              <p className='mt-0.5 text-sm'>Sep 7 {run.time}</p>
+            </div>
+            <div>
+              <p className='text-[var(--text-tertiary)]'>Workflow</p>
+              <p className='mt-0.5 text-sm'>{run.name}</p>
+            </div>
+          </div>
+          <div className='divide-y divide-[var(--border)] overflow-hidden rounded-md border border-[var(--border)] bg-[var(--surface-2)]'>
+            <div className='flex h-10 items-center justify-between px-3'>
+              <span className='text-[var(--text-tertiary)]'>Level</span>
+              <Badge variant='gray' dot size='sm'>
+                {run.status === 'Error' ? 'Error' : 'Info'}
+              </Badge>
+            </div>
+            {[
+              { label: 'Trigger', value: run.trigger },
+              { label: 'Duration', value: run.duration },
+            ].map((item) => (
+              <div key={item.label} className='flex h-10 items-center justify-between px-3'>
+                <span className='text-[var(--text-tertiary)]'>{item.label}</span>
+                <span className='tabular-nums'>{item.value}</span>
+              </div>
+            ))}
+          </div>
+          <p className='text-[var(--text-tertiary)]'>Workflow Output</p>
+          <pre className='whitespace-pre-wrap rounded-md bg-[var(--surface-4)] p-3 font-mono text-[11px] leading-relaxed [overflow-wrap:anywhere] dark:bg-[var(--surface-3)]'>
+            <code>{run.spans[run.spans.length - 1].output}</code>
+          </pre>
+        </div>
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/logs/components/log-history-preview/constants.ts b/apps/sim/app/(landing)/logs/components/log-history-preview/constants.ts
new file mode 100644
index 00000000000..5a6ba313b8c
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-history-preview/constants.ts
@@ -0,0 +1,169 @@
+import type { PreviewRun } from '@/app/(landing)/logs/components/log-history-preview/types'
+
+export const PREVIEW_RUNS: readonly PreviewRun[] = [
+  {
+    id: 'support-01',
+    name: 'Support assistant',
+    status: 'Completed',
+    duration: '1.8s',
+    credits: '2',
+    trigger: 'API',
+    time: '10:42 AM',
+    spans: [
+      {
+        name: 'Start',
+        duration: '10ms',
+        durationMs: 10,
+        type: 'start_trigger',
+        input: '{ "input": "How do I invite a teammate?" }',
+        output: '{ "input": "How do I invite a teammate?" }',
+      },
+      {
+        name: 'Support agent',
+        duration: '1.6s',
+        durationMs: 1600,
+        type: 'agent',
+        input: '{ "message": "How do I invite a teammate?" }',
+        output:
+          '{ "content": "Open workspace settings, choose Members, and invite your teammate by email." }',
+      },
+      {
+        name: 'Response',
+        duration: '190ms',
+        durationMs: 190,
+        type: 'response',
+        input: '{ "answer": "<Support agent.content>" }',
+        output:
+          '{ "status": 200, "data": { "answer": "Open workspace settings, choose Members, and invite your teammate by email." } }',
+      },
+    ],
+  },
+  {
+    id: 'leads-01',
+    name: 'Lead enrichment',
+    status: 'Completed',
+    duration: '2.4s',
+    credits: '3',
+    trigger: 'Webhook',
+    time: '10:38 AM',
+    spans: [
+      {
+        name: 'Webhook',
+        duration: '20ms',
+        durationMs: 20,
+        type: 'webhook',
+        input: '{ "company": "Acme" }',
+        output: '{ "company": "Acme" }',
+      },
+      {
+        name: 'Research company',
+        duration: '2.1s',
+        durationMs: 2100,
+        type: 'agent',
+        input: '{ "company": "Acme" }',
+        output: '{ "industry": "Software", "employeeCount": "51–200" }',
+      },
+      {
+        name: 'Save to table',
+        duration: '280ms',
+        durationMs: 280,
+        type: 'table',
+        input: '{ "company": "Acme", "industry": "Software" }',
+        output:
+          '{ "success": true, "row": { "data": { "company": "Acme", "industry": "Software" } } }',
+      },
+    ],
+  },
+  {
+    id: 'sync-01',
+    name: 'Nightly data sync',
+    status: 'Error',
+    duration: '4.2s',
+    credits: '1',
+    trigger: 'Schedule',
+    time: '10:30 AM',
+    spans: [
+      {
+        name: 'Schedule',
+        duration: '10ms',
+        durationMs: 10,
+        type: 'schedule',
+        input: '{ "schedule": "Daily" }',
+        output: '{ "triggered": true }',
+      },
+      {
+        name: 'Fetch records',
+        duration: '4.19s',
+        durationMs: 4190,
+        type: 'api',
+        input: '{ "method": "GET", "resource": "records" }',
+        output: '{ "error": "Request timed out. The source did not respond." }',
+        error: true,
+      },
+    ],
+  },
+  {
+    id: 'digest-01',
+    name: 'Weekly digest',
+    status: 'Completed',
+    duration: '3.1s',
+    credits: '2',
+    trigger: 'Schedule',
+    time: '10:24 AM',
+    spans: [
+      {
+        name: 'Schedule',
+        duration: '10ms',
+        durationMs: 10,
+        type: 'schedule',
+        input: '{ "schedule": "Weekly" }',
+        output: '{ "triggered": true }',
+      },
+      {
+        name: 'Summarize updates',
+        duration: '2.8s',
+        durationMs: 2800,
+        type: 'agent',
+        input: '{ "updates": ["New onboarding guide", "Workspace audit"] }',
+        output:
+          '{ "content": "This week: an updated onboarding guide and completed workspace audit." }',
+      },
+      {
+        name: 'Send to Slack',
+        duration: '290ms',
+        durationMs: 290,
+        type: 'slack',
+        input: '{ "channel": "team-updates" }',
+        output: '{ "success": true }',
+      },
+    ],
+  },
+  {
+    id: 'invoice-01',
+    name: 'Invoice matching',
+    status: 'Error',
+    duration: '0.6s',
+    credits: '0',
+    trigger: 'Sim agent',
+    time: '10:18 AM',
+    spans: [
+      {
+        name: 'Start',
+        duration: '10ms',
+        durationMs: 10,
+        type: 'start_trigger',
+        input: '{ "invoice": "invoice-042.pdf" }',
+        output: '{ "invoice": "invoice-042.pdf" }',
+      },
+      {
+        name: 'Read file',
+        duration: '590ms',
+        durationMs: 590,
+        type: 'file',
+        input: '{ "fileName": "invoice-042.pdf" }',
+        output: '{ "error": "File not found in this workspace." }',
+        error: true,
+      },
+    ],
+  },
+]
diff --git a/apps/sim/app/(landing)/logs/components/log-history-preview/index.ts b/apps/sim/app/(landing)/logs/components/log-history-preview/index.ts
new file mode 100644
index 00000000000..9c25b50924e
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-history-preview/index.ts
@@ -0,0 +1 @@
+export { LogHistoryPreview } from './log-history-preview'
diff --git a/apps/sim/app/(landing)/logs/components/log-history-preview/log-history-preview.tsx b/apps/sim/app/(landing)/logs/components/log-history-preview/log-history-preview.tsx
new file mode 100644
index 00000000000..2e1dba49f5f
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-history-preview/log-history-preview.tsx
@@ -0,0 +1,160 @@
+'use client'
+
+import { useEffect, useId, useRef, useState } from 'react'
+import { Badge, Chip, ChipDropdown, ChipInput } from '@sim/emcn'
+import { Library, ListFilter, Search, X } from '@sim/emcn/icons'
+import {
+  MenuPreviewHeader,
+  MenuPreviewToolbar,
+} from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+import { LogPreviewDetails } from '@/app/(landing)/logs/components/log-history-preview/components/log-preview-details'
+import { PREVIEW_RUNS } from '@/app/(landing)/logs/components/log-history-preview/constants'
+import {
+  Resource,
+  type ResourceColumn,
+} from '@/app/workspace/[workspaceId]/components/resource/resource'
+
+const COLUMNS: ResourceColumn[] = [
+  { id: 'workflow', header: 'Workflow', widthMultiplier: 1.4 },
+  { id: 'date', header: 'Date' },
+  { id: 'status', header: 'Status' },
+  { id: 'cost', header: 'Cost' },
+  { id: 'trigger', header: 'Trigger' },
+  { id: 'duration', header: 'Duration' },
+]
+const FILTERS = [
+  { value: 'All', label: 'All statuses' },
+  { value: 'Completed', label: 'Info' },
+  { value: 'Error', label: 'Error' },
+]
+
+/** Production Resource.Table with the same log columns and native run-details sidebar. */
+export function LogHistoryPreview() {
+  const closeButtonRef = useRef<HTMLButtonElement>(null)
+  const rowButtonsRef = useRef<Map<string, HTMLButtonElement> | null>(null)
+  const rowButtons = (rowButtonsRef.current ??= new Map())
+  const detailsId = useId()
+  const [query, setQuery] = useState('')
+  const [filter, setFilter] = useState('All')
+  const [selectedId, setSelectedId] = useState<string | null>(null)
+  const visibleRuns = PREVIEW_RUNS.filter(
+    (run) =>
+      (filter === 'All' || run.status === filter) &&
+      run.name.toLowerCase().includes(query.toLowerCase())
+  )
+  const selectedRun = visibleRuns.find((run) => run.id === selectedId)
+
+  useEffect(() => {
+    if (selectedRun) closeButtonRef.current?.focus({ preventScroll: true })
+  }, [selectedRun])
+
+  function closeDetails() {
+    setSelectedId(null)
+    if (selectedId) rowButtons.get(selectedId)?.focus({ preventScroll: true })
+  }
+
+  const rows = visibleRuns.map((run) => ({
+    id: run.id,
+    cells: {
+      workflow: {
+        content: (
+          <button
+            ref={(node) => {
+              if (node) rowButtons.set(run.id, node)
+              else rowButtons.delete(run.id)
+            }}
+            type='button'
+            aria-controls={selectedRun?.id === run.id ? detailsId : undefined}
+            aria-expanded={selectedRun?.id === run.id}
+            onClick={(event) => {
+              event.stopPropagation()
+              setSelectedId(run.id)
+            }}
+            className='max-w-full cursor-pointer truncate rounded-sm text-left focus-visible:outline-2 focus-visible:outline-[var(--text-secondary)]'
+          >
+            {run.name}
+          </button>
+        ),
+      },
+      date: { label: `Sep 7 ${run.time}` },
+      status: {
+        content: (
+          <Badge variant='gray' dot size='sm'>
+            {run.status === 'Error' ? 'Error' : 'Info'}
+          </Badge>
+        ),
+      },
+      cost: { label: `${run.credits} ${run.credits === '1' ? 'credit' : 'credits'}` },
+      trigger: {
+        content: (
+          <Badge variant='gray' size='sm' className='shrink-0 whitespace-nowrap'>
+            {run.trigger}
+          </Badge>
+        ),
+      },
+      duration: { label: run.duration },
+    },
+  }))
+
+  return (
+    <>
+      <div className='absolute top-20 right-[8%] bottom-8 left-[8%] isolate flex flex-col overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] text-[var(--text-body)] text-small shadow-xs max-sm:inset-x-5 max-sm:top-8 [&_[data-menu-preview-toolbar]>div]:max-w-none'>
+        <MenuPreviewHeader icon={Library} title='Logs' />
+        <MenuPreviewToolbar>
+          <ChipInput
+            icon={Search}
+            placeholder='Search logs...'
+            aria-label='Search sample logs'
+            value={query}
+            onChange={(event) => setQuery(event.target.value)}
+            className='mr-auto min-w-0 flex-1'
+          />
+          <ChipDropdown
+            leftIcon={ListFilter}
+            aria-label={`Filter sample logs by status: ${FILTERS.find((option) => option.value === filter)?.label ?? filter}`}
+            value={filter}
+            options={FILTERS}
+            onChange={setFilter}
+            matchTriggerWidth={false}
+          />
+        </MenuPreviewToolbar>
+        <div className='relative flex min-h-0 flex-1 flex-col'>
+          <Resource.Table
+            columns={COLUMNS}
+            rows={rows}
+            selectedRowId={selectedRun?.id}
+            onRowClick={setSelectedId}
+            emptyState={<p className='p-6 text-[var(--text-secondary)]'>No matching runs</p>}
+            overlay={
+              selectedRun && (
+                <div
+                  onKeyDown={(event) => {
+                    if (event.key === 'Escape') {
+                      event.stopPropagation()
+                      closeDetails()
+                    }
+                  }}
+                  className='absolute inset-y-0 right-0 z-10 flex w-[480px] max-w-full flex-col border-[var(--border)] border-l bg-[var(--bg)] shadow-sm'
+                >
+                  <MenuPreviewHeader
+                    title='Log Details'
+                    size='table'
+                    actions={
+                      <Chip
+                        ref={closeButtonRef}
+                        leftIcon={X}
+                        aria-label='Close sample log details'
+                        onClick={closeDetails}
+                      />
+                    }
+                  />
+                  <LogPreviewDetails key={selectedRun.id} id={detailsId} run={selectedRun} />
+                </div>
+              )
+            }
+          />
+        </div>
+      </div>
+    </>
+  )
+}
diff --git a/apps/sim/app/(landing)/logs/components/log-history-preview/types.ts b/apps/sim/app/(landing)/logs/components/log-history-preview/types.ts
new file mode 100644
index 00000000000..6d79e7e2ad4
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-history-preview/types.ts
@@ -0,0 +1,31 @@
+export type PreviewRunStatus = 'Completed' | 'Error'
+
+export interface PreviewRunSpan {
+  name: string
+  duration: string
+  durationMs: number
+  type:
+    | 'start_trigger'
+    | 'agent'
+    | 'response'
+    | 'webhook'
+    | 'table'
+    | 'schedule'
+    | 'api'
+    | 'slack'
+    | 'file'
+  input: string
+  output: string
+  error?: boolean
+}
+
+export interface PreviewRun {
+  id: string
+  name: string
+  status: PreviewRunStatus
+  duration: string
+  credits: string
+  trigger: string
+  time: string
+  spans: readonly PreviewRunSpan[]
+}
diff --git a/apps/sim/app/(landing)/logs/components/log-snapshot-preview/index.ts b/apps/sim/app/(landing)/logs/components/log-snapshot-preview/index.ts
new file mode 100644
index 00000000000..1bb85a3079d
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-snapshot-preview/index.ts
@@ -0,0 +1 @@
+export { LogSnapshotPreview } from './log-snapshot-preview'
diff --git a/apps/sim/app/(landing)/logs/components/log-snapshot-preview/log-snapshot-preview.tsx b/apps/sim/app/(landing)/logs/components/log-snapshot-preview/log-snapshot-preview.tsx
new file mode 100644
index 00000000000..c5db5b96950
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-snapshot-preview/log-snapshot-preview.tsx
@@ -0,0 +1,18 @@
+'use client'
+
+import { ChipModalHeader } from '@sim/emcn'
+import { WorkflowPreviewCanvas } from '@/app/(landing)/workflows/components/workflow-builder-preview/components/workflow-preview-canvas'
+
+/** The saved canvas uses the same native support workflow as the visual builder preview. */
+export function LogSnapshotPreview() {
+  return (
+    <div className='absolute top-16 left-12 w-[660px] overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] text-[var(--text-body)] max-sm:top-8 max-sm:left-6'>
+      <ChipModalHeader onClose={() => {}}>Workflow State</ChipModalHeader>
+      <div className='relative h-[330px] overflow-hidden'>
+        <div className='-translate-x-1/2 -translate-y-1/2 absolute top-1/2 left-1/2 h-[376px] w-[1210px] scale-50'>
+          <WorkflowPreviewCanvas />
+        </div>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/logs/components/log-trace-preview/components/log-trace-panel/index.ts b/apps/sim/app/(landing)/logs/components/log-trace-preview/components/log-trace-panel/index.ts
new file mode 100644
index 00000000000..b72d9e43b33
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-trace-preview/components/log-trace-panel/index.ts
@@ -0,0 +1 @@
+export { LogTracePanel } from './log-trace-panel'
diff --git a/apps/sim/app/(landing)/logs/components/log-trace-preview/components/log-trace-panel/log-trace-panel.tsx b/apps/sim/app/(landing)/logs/components/log-trace-preview/components/log-trace-panel/log-trace-panel.tsx
new file mode 100644
index 00000000000..f8f057378bb
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-trace-preview/components/log-trace-panel/log-trace-panel.tsx
@@ -0,0 +1,171 @@
+'use client'
+
+import { useState } from 'react'
+import { Badge, ChipInput, cn } from '@sim/emcn'
+import { ChevronDown, File, Search, Table } from '@sim/emcn/icons'
+import { WorkflowTypeIcon } from '@sim/workflow-renderer'
+import {
+  AgentIcon,
+  ApiIcon,
+  ResponseIcon,
+  ScheduleIcon,
+  SlackIcon,
+  StartIcon,
+  WebhookIcon,
+} from '@/components/icons'
+import type { PreviewRun } from '@/app/(landing)/logs/components/log-history-preview/types'
+
+const BLOCK_ICONS = {
+  start_trigger: StartIcon,
+  agent: AgentIcon,
+  response: ResponseIcon,
+  webhook: WebhookIcon,
+  table: Table,
+  schedule: ScheduleIcon,
+  api: ApiIcon,
+  slack: SlackIcon,
+  file: File,
+} as const
+
+interface LogTracePanelProps {
+  run: PreviewRun
+}
+
+/** Mirrors TraceView's compact span tree, timing bars, metadata, and stacked JSON sections. */
+export function LogTracePanel({ run }: LogTracePanelProps) {
+  const [selectedName, setSelectedName] = useState(
+    run.spans.find((span) => span.error)?.name ?? run.spans[1].name
+  )
+  const [query, setQuery] = useState('')
+  const selected = run.spans.find((span) => span.name === selectedName) ?? run.spans[0]
+  const visible = run.spans.filter((span) => span.name.toLowerCase().includes(query.toLowerCase()))
+  const total = run.spans.reduce((sum, span) => sum + span.durationMs, 0)
+  const selectedIcon = BLOCK_ICONS[selected.type]
+
+  return (
+    <div className='flex min-h-0 flex-1 flex-col text-caption'>
+      <div className='flex h-10 shrink-0 items-center gap-2 border-[var(--border)] border-b px-3.5'>
+        <Badge variant='gray-secondary' size='sm'>
+          {run.status === 'Error' ? 'Error' : 'Success'}
+        </Badge>
+        <span className='text-[var(--text-secondary)] tabular-nums'>{run.duration}</span>
+        <span className='text-[var(--text-tertiary)]'>{run.spans.length} spans</span>
+        <ChipInput
+          icon={Search}
+          placeholder='Filter spans'
+          aria-label='Filter sample trace spans'
+          value={query}
+          onChange={(event) => setQuery(event.target.value)}
+          className='ml-auto w-[140px]'
+        />
+      </div>
+      <div className='flex min-h-[276px] min-w-[480px] flex-1'>
+        <div
+          role='group'
+          aria-label='Execution spans'
+          className='w-[220px] shrink-0 border-[var(--border)] border-r pt-2'
+        >
+          {visible.map((span) => {
+            const index = run.spans.indexOf(span)
+            const offset = run.spans
+              .slice(0, index)
+              .reduce((sum, previous) => sum + previous.durationMs, 0)
+            const Icon = BLOCK_ICONS[span.type]
+            return (
+              <button
+                key={span.name}
+                type='button'
+                aria-pressed={span.name === selected.name}
+                onClick={() => setSelectedName(span.name)}
+                className={cn(
+                  'block w-full cursor-pointer px-3.5 pt-1 pb-[5px] text-left hover:bg-[var(--surface-2)] focus-visible:outline-2 focus-visible:outline-[var(--text-secondary)] focus-visible:outline-offset-[-2px]',
+                  span.name === selected.name && 'bg-[var(--surface-3)]'
+                )}
+              >
+                <span className='flex items-center gap-1.5'>
+                  <WorkflowTypeIcon type={span.type} Icon={Icon} className='size-[14px]' />
+                  <span
+                    className={cn(
+                      'min-w-0 flex-1 truncate text-[var(--text-secondary)]',
+                      span.error && 'text-[var(--text-error)]'
+                    )}
+                  >
+                    {span.name}
+                  </span>
+                  <span className='text-[var(--text-tertiary)] tabular-nums'>{span.duration}</span>
+                </span>
+                <svg
+                  aria-hidden='true'
+                  viewBox='0 0 100 3'
+                  preserveAspectRatio='none'
+                  className='mt-[3px] h-[3px] w-full overflow-hidden rounded-full bg-[var(--border)]'
+                >
+                  <rect
+                    x={(100 * offset) / total}
+                    width={Math.max(0.5, (100 * span.durationMs) / total)}
+                    height='3'
+                    rx='1.5'
+                    className={
+                      span.error ? 'fill-[var(--text-error)]' : 'fill-[var(--text-secondary)]'
+                    }
+                  />
+                </svg>
+              </button>
+            )
+          })}
+          {visible.length === 0 && (
+            <p className='p-3 text-[var(--text-tertiary)]'>No matching spans</p>
+          )}
+        </div>
+        <div className='min-w-0 flex-1 space-y-3 px-3.5 pt-3 pb-4'>
+          <div className='flex items-start gap-2'>
+            <WorkflowTypeIcon
+              type={selected.type}
+              Icon={selectedIcon}
+              className='mt-0.5 size-[18px]'
+              iconClassName='size-[12px]'
+            />
+            <div>
+              <p className='text-[var(--text-primary)] text-sm'>{selected.name}</p>
+              <div className='mt-0.5 flex items-center gap-1.5 text-[var(--text-tertiary)]'>
+                <Badge variant='gray-secondary' size='sm'>
+                  {selected.error ? 'Error' : 'Success'}
+                </Badge>
+                <span>· {selected.duration}</span>
+              </div>
+            </div>
+          </div>
+          <div className='space-y-1.5 rounded-md border border-[var(--border)] bg-[var(--surface-2)] px-2.5 py-2'>
+            <div className='flex justify-between'>
+              <span className='text-[var(--text-tertiary)]'>Type</span>
+              <span>{selected.type === 'start_trigger' ? 'start' : selected.type}</span>
+            </div>
+            <div className='flex justify-between'>
+              <span className='text-[var(--text-tertiary)]'>Duration</span>
+              <span>{selected.duration}</span>
+            </div>
+          </div>
+          {[
+            { label: 'Input', value: selected.input },
+            { label: selected.error ? 'Error' : 'Output', value: selected.output },
+          ].map((section) => (
+            <details key={`${selected.name}-${section.label}`} open className='group'>
+              <summary className='flex cursor-pointer list-none items-center justify-between text-[var(--text-tertiary)] [&::-webkit-details-marker]:hidden'>
+                {section.label}
+                <ChevronDown className='group-not-open:-rotate-90 size-2' />
+              </summary>
+              <pre
+                className={cn(
+                  'mt-1.5 whitespace-pre-wrap rounded-md bg-[var(--surface-4)] p-2 font-mono text-[11px] leading-[1.6] [overflow-wrap:anywhere] dark:bg-[var(--surface-3)]',
+                  section.label === 'Error' && 'text-[var(--text-error)]'
+                )}
+              >
+                <code>{section.value}</code>
+              </pre>
+            </details>
+          ))}
+        </div>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/logs/components/log-trace-preview/index.ts b/apps/sim/app/(landing)/logs/components/log-trace-preview/index.ts
new file mode 100644
index 00000000000..9f999e103cf
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-trace-preview/index.ts
@@ -0,0 +1 @@
+export { LogTracePreview } from './log-trace-preview'
diff --git a/apps/sim/app/(landing)/logs/components/log-trace-preview/log-trace-preview.tsx b/apps/sim/app/(landing)/logs/components/log-trace-preview/log-trace-preview.tsx
new file mode 100644
index 00000000000..4211ca0b951
--- /dev/null
+++ b/apps/sim/app/(landing)/logs/components/log-trace-preview/log-trace-preview.tsx
@@ -0,0 +1,27 @@
+'use client'
+
+import { ChipModalTabs } from '@sim/emcn'
+import { Workflow } from '@sim/emcn/icons'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+import { PREVIEW_RUNS } from '@/app/(landing)/logs/components/log-history-preview/constants'
+import { LogTracePanel } from '@/app/(landing)/logs/components/log-trace-preview/components/log-trace-panel'
+
+/** A crop of Logs' Trace tab, using the product's tree and detail-pane layout. */
+export function LogTracePreview() {
+  return (
+    <div className='absolute top-16 left-12 w-[640px] overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] text-[var(--text-body)] text-small max-sm:top-8 max-sm:left-6'>
+      <MenuPreviewHeader icon={Workflow} title='Support assistant' />
+      <div className='px-3.5 py-3'>
+        <ChipModalTabs
+          tabs={[
+            { value: 'overview', label: 'Overview' },
+            { value: 'trace', label: 'Trace' },
+          ]}
+          value='trace'
+          onChange={() => {}}
+        />
+      </div>
+      <LogTracePanel run={PREVIEW_RUNS[0]} />
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/logs/logs.tsx b/apps/sim/app/(landing)/logs/logs.tsx
index 8a00c03f2e7..58d1d565fe6 100644
--- a/apps/sim/app/(landing)/logs/logs.tsx
+++ b/apps/sim/app/(landing)/logs/logs.tsx
@@ -1,175 +1,55 @@
 import {
-  PlatformHeroVisual,
   SolutionsPage,
-  type SolutionsPageConfig,
-} from '@/app/(landing)/components'
-import {
-  AuditTrailGraphic,
-  RunMonitoringGraphic,
-  StagingGraphic,
-} from '@/app/(landing)/enterprise/components/feature-graphics'
-import {
-  FailureAlertGraphic,
-  FilterRunsGraphic,
-  RunTraceGraphic,
-} from '@/app/(landing)/logs/components/feature-graphics'
-import { LogsHeroLoop } from '@/app/(landing)/logs/components/logs-hero-loop'
+  type SolutionsProductPageConfig,
+} from '@/app/(landing)/components/solutions-page'
+import { ProductHeroPreview } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview'
+import { LogHistoryPreview } from '@/app/(landing)/logs/components/log-history-preview'
+import { LogSnapshotPreview } from '@/app/(landing)/logs/components/log-snapshot-preview'
+import { LogTracePreview } from '@/app/(landing)/logs/components/log-trace-preview'
 
-/**
- * Logs platform page - a consumer of {@link SolutionsPage} rendered with
- * the enterprise page's feature-tile treatment.
- *
- * The whole page is one typed {@link SolutionsPageConfig} rendered inside
- * the shared route-group layout chrome: identity (for structured data), a
- * hero carrying the live Logs table loop, and two rows of three feature
- * tiles. Where the workflows page's "Trace every run" card introduces run
- * tracing in passing, this page goes deeper on the same story: the trace
- * itself (a new block-by-block waterfall vignette), live run details, the
- * run record, search and filters, failure debugging (the staging surface
- * retold as a failed run's snapshot), and alerting (a new failed-run →
- * Slack-alert vignette).
- *
- * The JSON-LD emitted by {@link SolutionsPage} is structurally identical
- * to the platform page's (`WebPage` + `BreadcrumbList` +
- * `WebApplication`), so the feature-tile treatment is SEO-neutral.
- */
-/** Shared meta + JSON-LD description for the Logs page (one string, zero drift). */
+/** Shared description for page metadata and structured data. */
 export const LOGS_PAGE_DESCRIPTION =
-  'Sim gives teams AI agent observability: trace every run step by step, search and filter across runs, and catch failures with alerts.'
+  'Inspect AI workflow runs in Sim. Filter run history, trace block inputs and outputs, and open the workflow snapshot behind each execution.'
 
-const LOGS_CONFIG: SolutionsPageConfig = {
+const LOGS_CONFIG: SolutionsProductPageConfig = {
   module: 'Logs',
   path: '/logs',
   seoDescription: LOGS_PAGE_DESCRIPTION,
   hero: {
+    visual: <ProductHeroPreview product='logs' />,
     eyebrow: 'Logs',
-    heading: 'Trace every agent run with full observability in Sim.',
+    heading: 'A clear view of every agent run.',
     description:
-      'Logs is the AI agent observability layer in Sim, the open-source AI workspace. Follow each run block by block, search across every run, and catch failures with alerts.',
+      'Follow every execution, inspect the details, and understand what happened in Sim.',
     summary:
-      'Logs is the AI agent observability layer in Sim, the open-source AI workspace where teams build, deploy, and manage AI agents. Sim records every step of every run, so teams trace each decision, tool call, and output, and catch failures with alerts.',
-    visual: (
-      <PlatformHeroVisual>
-        <LogsHeroLoop />
-      </PlatformHeroVisual>
-    ),
+      'Sim Logs brings AI workflow run history and debugging into the open-source AI workspace. Teams filter runs by workflow, status, trigger, and time, inspect block inputs and outputs, compare duration and credits, and view the saved workflow snapshot behind an execution.',
   },
-  rows: [
+  features: [
+    {
+      id: 'history',
+      label: 'Run history',
+      title: 'From history to the full picture.',
+      description: 'Filter your runs and open an execution to see its timing, status, and steps.',
+      visual: <LogHistoryPreview />,
+      cta: { label: 'Explore run history', href: 'https://docs.sim.ai/logs-debugging/logging' },
+    },
     {
       id: 'trace',
-      title: 'See exactly what every AI agent did.',
-      subtitle:
-        'Sim records every step of every agent run, so teams can follow each decision, tool call, and output on one timeline.',
-      cta: { label: 'Explore Logs in Sim', href: '/signup' },
-      cards: [
-        {
-          title: 'Trace runs block by block',
-          description:
-            'Sim captures every step of a run: each block, tool call, and model response, with its duration.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: <RunTraceGraphic />,
-        },
-        {
-          title: 'Watch runs as they happen',
-          description:
-            'Sim shows each run the moment it starts, with its trigger, duration, and output, so teams see agents working in real time.',
-          visual: (
-            <RunMonitoringGraphic
-              fields={[
-                { label: 'Workflow', value: 'Support ticket routing', variant: 'strong' },
-                { label: 'Status', value: 'Completed', variant: 'chip' },
-                { label: 'Latency', value: '1.86s', variant: 'mono' },
-                { label: 'Tokens', value: '8.4K', variant: 'mono' },
-              ]}
-              outputPairs={[
-                { key: 'status', value: '"completed"' },
-                { key: 'tokens', value: '8412' },
-              ]}
-            />
-          ),
-        },
-        {
-          title: 'Every run on the record',
-          description:
-            'Sim keeps a permanent history of every run and follow-up, so teams can answer what happened, when, and who resolved it.',
-          visual: (
-            <AuditTrailGraphic
-              entries={[
-                {
-                  action: 'Error resolved',
-                  actor: 'Maya Chen',
-                  resource: 'Nightly data sync',
-                  time: 'Now',
-                  avatar: '/landing/team-avatar-1.jpg',
-                },
-                {
-                  action: 'Run traced',
-                  actor: 'Jordan Lee',
-                  resource: 'Invoice matching · run 8f2a',
-                  time: '12 min ago',
-                  avatar: '/landing/team-avatar-2.jpg',
-                },
-                {
-                  action: 'Logs exported',
-                  actor: 'Sam Ortiz',
-                  resource: 'June runs · CSV',
-                  time: '1h ago',
-                  avatar: '/landing/team-avatar-3.jpg',
-                },
-                {
-                  action: 'Alert acknowledged',
-                  actor: 'Maya Chen',
-                  resource: 'Churn-risk alerts',
-                  time: 'Jul 8',
-                  avatar: '/landing/team-avatar-1.jpg',
-                },
-              ]}
-            />
-          ),
-        },
-      ],
+      label: 'Execution traces',
+      title: 'Every step, in view.',
+      description:
+        'Inspect inputs, outputs, model responses, and tool calls in an execution trace.',
+      visual: <LogTracePreview />,
+      cta: { label: 'Explore traces', href: 'https://docs.sim.ai/logs-debugging/logging' },
     },
     {
-      id: 'catch',
-      title: 'Catch failures before they spread.',
-      subtitle:
-        'Sim surfaces failed runs the moment they happen, with the alerts and context teams need to fix them fast.',
-      cta: { label: 'Start tracing runs', href: '/signup' },
-      cards: [
-        {
-          title: 'Filter to the runs that matter',
-          description:
-            'Search and filter every run in Sim by workflow, status, trigger, and time, so failed runs surface fast.',
-          visual: <FilterRunsGraphic />,
-        },
-        {
-          title: 'Debug with full context',
-          description:
-            'Sim snapshots each run, so teams open a failed run with inputs, outputs, and trace intact and see which block broke.',
-          visual: (
-            <StagingGraphic
-              title='Nightly data sync'
-              headerTag='run 8f2a'
-              changeTag='error'
-              changeTitle='Timeout in Post to ledger'
-              attribution='Maya Chen · reviewing now'
-              checks={['Inputs captured', 'Output snapshot saved', 'Trace preserved']}
-              fromLabel='Error'
-              toLabel='Resolved'
-              actionLabel='Review run'
-            />
-          ),
-        },
-        {
-          title: 'Catch failures with alerting',
-          description:
-            'When a run fails, Sim alerts the channel your team already watches, naming the failing block and linking straight to the trace.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: <FailureAlertGraphic />,
-        },
-      ],
+      id: 'snapshot',
+      label: 'Workflow snapshots',
+      title: 'Go back to what actually ran.',
+      description:
+        'Open the saved workflow snapshot to inspect the original blocks and configuration.',
+      visual: <LogSnapshotPreview />,
+      cta: { label: 'Explore debugging', href: 'https://docs.sim.ai/logs-debugging/logging' },
     },
   ],
 }
diff --git a/apps/sim/app/(landing)/models/(shell)/[provider]/[model]/opengraph-image.tsx b/apps/sim/app/(landing)/models/(shell)/[provider]/[model]/opengraph-image.tsx
index c9d54500827..2b6fb94bc03 100644
--- a/apps/sim/app/(landing)/models/(shell)/[provider]/[model]/opengraph-image.tsx
+++ b/apps/sim/app/(landing)/models/(shell)/[provider]/[model]/opengraph-image.tsx
@@ -11,13 +11,7 @@ import {
 export const contentType = 'image/png'
 export const size = COVER_OG_SIZE
 
-/**
- * The sibling page.tsx sets `dynamicParams = false`, a segment-level
- * restriction that also blocks this metadata route from rendering any
- * param combination it wasn't statically generated for - but Next does not
- * share generateStaticParams between a page and its sibling metadata
- * routes, so without this export every model's OG image 404s.
- */
+/** Pre-render catalog images separately from their sibling pages. */
 export async function generateStaticParams() {
   return ALL_CATALOG_MODELS.map((model) => ({
     provider: model.providerSlug,
diff --git a/apps/sim/app/(landing)/models/(shell)/[provider]/[model]/page.tsx b/apps/sim/app/(landing)/models/(shell)/[provider]/[model]/page.tsx
index a44bd563c4e..47eb53e18a8 100644
--- a/apps/sim/app/(landing)/models/(shell)/[provider]/[model]/page.tsx
+++ b/apps/sim/app/(landing)/models/(shell)/[provider]/[model]/page.tsx
@@ -1,11 +1,12 @@
 import { Fragment } from 'react'
-import { ChipLink } from '@sim/emcn'
+import { ChipLink, cn } from '@sim/emcn'
 import type { Metadata } from 'next'
 import { notFound } from 'next/navigation'
 import { SITE_URL } from '@/lib/core/utils/urls'
 import { BackLink } from '@/app/(landing)/components'
 import { JsonLd } from '@/app/(landing)/components/json-ld'
 import { LandingFAQ } from '@/app/(landing)/components/landing-faq'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
 import { ShareButton } from '@/app/(landing)/components/share-button'
 import { FeaturedModelCard, ProviderIcon } from '@/app/(landing)/models/components/model-primitives'
 import {
@@ -24,7 +25,8 @@ import {
 
 const baseUrl = SITE_URL
 
-export const dynamicParams = false
+/** Unknown slugs reach the section 404 while known pages remain pre-rendered. */
+export const dynamicParams = true
 
 export async function generateStaticParams() {
   return ALL_CATALOG_MODELS.map((model) => ({
@@ -147,7 +149,7 @@ export default async function ModelPage({
       <JsonLd data={faqJsonLd} />
 
       <section className='bg-[var(--bg)]'>
-        <div className='mx-auto w-full max-w-[1460px] px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+        <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER, 'pt-[112px] max-sm:pt-20')}>
           <div className='mb-6'>
             <BackLink href={provider.href} label={`Back to ${provider.name}`} />
           </div>
@@ -189,8 +191,8 @@ export default async function ModelPage({
 
         <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
-        <div className='mx-auto w-full max-w-[1460px]'>
-          <div className='mx-20 border-[var(--border)] border-x max-sm:mx-5 max-lg:mx-8'>
+        <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+          <div className='border-[var(--border)] border-x'>
             <InfoRow label='Input price' value={`${formatPrice(model.pricing.input)}/1M`} />
             <InfoRow
               label='Cached input'
diff --git a/apps/sim/app/(landing)/models/(shell)/[provider]/opengraph-image.tsx b/apps/sim/app/(landing)/models/(shell)/[provider]/opengraph-image.tsx
index 41429527251..ff3df67e42a 100644
--- a/apps/sim/app/(landing)/models/(shell)/[provider]/opengraph-image.tsx
+++ b/apps/sim/app/(landing)/models/(shell)/[provider]/opengraph-image.tsx
@@ -5,13 +5,7 @@ import { getProviderBySlug, MODEL_PROVIDERS_WITH_CATALOGS } from '@/app/(landing
 export const contentType = 'image/png'
 export const size = COVER_OG_SIZE
 
-/**
- * The sibling page.tsx sets `dynamicParams = false`, a segment-level
- * restriction that also blocks this metadata route from rendering any
- * param combination it wasn't statically generated for - but Next does not
- * share generateStaticParams between a page and its sibling metadata
- * routes, so without this export every provider's OG image 404s.
- */
+/** Pre-render catalog images separately from their sibling pages. */
 export async function generateStaticParams() {
   return MODEL_PROVIDERS_WITH_CATALOGS.map((provider) => ({
     provider: provider.slug,
diff --git a/apps/sim/app/(landing)/models/(shell)/[provider]/page.tsx b/apps/sim/app/(landing)/models/(shell)/[provider]/page.tsx
index e7a4b3892da..24421550348 100644
--- a/apps/sim/app/(landing)/models/(shell)/[provider]/page.tsx
+++ b/apps/sim/app/(landing)/models/(shell)/[provider]/page.tsx
@@ -1,3 +1,4 @@
+import { cn } from '@sim/emcn'
 import type { Metadata } from 'next'
 import Link from 'next/link'
 import { notFound } from 'next/navigation'
@@ -5,6 +6,7 @@ import { SITE_URL } from '@/lib/core/utils/urls'
 import { BackLink, ChevronArrow } from '@/app/(landing)/components'
 import { JsonLd } from '@/app/(landing)/components/json-ld'
 import { LandingFAQ } from '@/app/(landing)/components/landing-faq'
+import { LANDING_CONTENT_WIDTH, LANDING_GUTTER } from '@/app/(landing)/components/landing-layout'
 import {
   FeaturedModelCard,
   FeaturedProviderCard,
@@ -22,7 +24,8 @@ import {
 
 const baseUrl = SITE_URL
 
-export const dynamicParams = false
+/** Unknown slugs reach the section 404 while known pages remain pre-rendered. */
+export const dynamicParams = true
 
 export async function generateStaticParams() {
   return MODEL_PROVIDERS_WITH_CATALOGS.map((provider) => ({
@@ -136,7 +139,7 @@ export default async function ProviderModelsPage({
       <JsonLd data={faqJsonLd} />
 
       <section className='bg-[var(--bg)]'>
-        <div className='mx-auto w-full max-w-[1460px] px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+        <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER, 'pt-[112px] max-sm:pt-20')}>
           <div className='mb-6'>
             <BackLink href='/models' label='Back to Models' />
           </div>
@@ -163,8 +166,8 @@ export default async function ProviderModelsPage({
 
         <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
-        <div className='mx-auto w-full max-w-[1460px]'>
-          <div className='mx-20 border-[var(--border)] border-x max-sm:mx-5 max-lg:mx-8'>
+        <div className={cn(LANDING_CONTENT_WIDTH, LANDING_GUTTER)}>
+          <div className='border-[var(--border)] border-x'>
             {provider.featuredModels.length > 0 && (
               <>
                 <nav aria-label='Featured models' className='flex flex-col sm:flex-row'>
diff --git a/apps/sim/app/(landing)/models/(shell)/page.tsx b/apps/sim/app/(landing)/models/(shell)/page.tsx
index 8222b34671b..5320b5dc8b1 100644
--- a/apps/sim/app/(landing)/models/(shell)/page.tsx
+++ b/apps/sim/app/(landing)/models/(shell)/page.tsx
@@ -182,7 +182,7 @@ export default async function ModelsPage({
       <JsonLd data={faqJsonLd} />
 
       <section className='bg-[var(--bg)]'>
-        <div className='mx-auto w-full max-w-[1460px] px-20 pt-[112px] max-sm:px-5 max-sm:pt-20 max-lg:px-8'>
+        <div className='mx-auto w-full max-w-[1728px] px-10 pt-[112px] max-sm:pt-20 max-md:px-7 max-lg:px-8 max-xl:px-9'>
           <div className='flex flex-col gap-4 xl:flex-row xl:items-end xl:justify-between'>
             <h1
               id='models-heading'
@@ -199,7 +199,7 @@ export default async function ModelsPage({
 
         <div className='mt-8 h-px w-full bg-[var(--border)]' />
 
-        <div className='mx-auto w-full max-w-[1460px] px-20 max-sm:px-5 max-lg:px-8'>
+        <div className='mx-auto w-full max-w-[1728px] px-10 max-md:px-7 max-lg:px-8 max-xl:px-9'>
           <div className='border-[var(--border)] border-x'>
             {featuredProviders.length > 0 && (
               <>
diff --git a/apps/sim/app/(landing)/models/components/model-comparison-charts.tsx b/apps/sim/app/(landing)/models/components/model-comparison-charts.tsx
index 7acb7385955..7621ed1320c 100644
--- a/apps/sim/app/(landing)/models/components/model-comparison-charts.tsx
+++ b/apps/sim/app/(landing)/models/components/model-comparison-charts.tsx
@@ -69,7 +69,11 @@ function ModelLabel({ model }: ModelLabelProps) {
 
   return (
     <div className='flex w-[90px] shrink-0 items-center justify-end gap-1.5 sm:w-[140px] lg:w-[180px]'>
-      {Icon && <Icon className='size-3.5 shrink-0' />}
+      {Icon && (
+        <span aria-hidden='true' className='shrink-0'>
+          <Icon className='size-3.5' />
+        </span>
+      )}
       <span className='truncate text-[13px] text-[var(--text-primary)] leading-none tracking-[-0.01em]'>
         {model.displayName}
       </span>
diff --git a/apps/sim/app/(landing)/models/components/model-primitives/featured-model-card.tsx b/apps/sim/app/(landing)/models/components/model-primitives/featured-model-card.tsx
index 55f90eb1bf4..19d7fd30f02 100644
--- a/apps/sim/app/(landing)/models/components/model-primitives/featured-model-card.tsx
+++ b/apps/sim/app/(landing)/models/components/model-primitives/featured-model-card.tsx
@@ -19,9 +19,9 @@ export function FeaturedModelCard({
         <span className='text-[var(--text-muted)] text-xs uppercase tracking-[0.1em]'>
           {provider.name}
         </span>
-        <h3 className='text-[var(--text-primary)] text-lg leading-tight tracking-[-0.01em]'>
+        <h2 className='text-[var(--text-primary)] text-lg leading-tight tracking-[-0.01em]'>
           {model.displayName}
-        </h3>
+        </h2>
         <p className='line-clamp-2 text-[var(--text-muted)] text-sm leading-[150%]'>
           {model.summary}
         </p>
diff --git a/apps/sim/app/(landing)/models/components/model-primitives/featured-provider-card.tsx b/apps/sim/app/(landing)/models/components/model-primitives/featured-provider-card.tsx
index f96c31762b0..02110855f76 100644
--- a/apps/sim/app/(landing)/models/components/model-primitives/featured-provider-card.tsx
+++ b/apps/sim/app/(landing)/models/components/model-primitives/featured-provider-card.tsx
@@ -10,9 +10,9 @@ export function FeaturedProviderCard({ provider }: { provider: CatalogProvider }
     >
       <ProviderIcon provider={provider} className='size-10 rounded-xl' iconClassName='size-5' />
       <div className='flex flex-col gap-2'>
-        <h3 className='text-[var(--text-primary)] text-lg leading-tight tracking-[-0.01em]'>
+        <h2 className='text-[var(--text-primary)] text-lg leading-tight tracking-[-0.01em]'>
           {provider.name}
-        </h3>
+        </h2>
         <p className='line-clamp-2 text-[var(--text-muted)] text-sm leading-[150%]'>
           {provider.description}
         </p>
diff --git a/apps/sim/app/(landing)/models/components/model-primitives/provider-icon.tsx b/apps/sim/app/(landing)/models/components/model-primitives/provider-icon.tsx
index f11ae7387e9..0f435bd96fd 100644
--- a/apps/sim/app/(landing)/models/components/model-primitives/provider-icon.tsx
+++ b/apps/sim/app/(landing)/models/components/model-primitives/provider-icon.tsx
@@ -14,6 +14,7 @@ export function ProviderIcon({
 
   return (
     <span
+      aria-hidden='true'
       className={cn(
         'flex items-center justify-center border border-[var(--border-1)] bg-[var(--bg)]',
         className
diff --git a/apps/sim/app/(landing)/platform/components/platform-explorer/index.ts b/apps/sim/app/(landing)/platform/components/platform-explorer/index.ts
new file mode 100644
index 00000000000..b98fcc92075
--- /dev/null
+++ b/apps/sim/app/(landing)/platform/components/platform-explorer/index.ts
@@ -0,0 +1 @@
+export { PlatformExplorer } from './platform-explorer'
diff --git a/apps/sim/app/(landing)/platform/components/platform-explorer/platform-explorer.tsx b/apps/sim/app/(landing)/platform/components/platform-explorer/platform-explorer.tsx
new file mode 100644
index 00000000000..254d362c6ec
--- /dev/null
+++ b/apps/sim/app/(landing)/platform/components/platform-explorer/platform-explorer.tsx
@@ -0,0 +1,66 @@
+'use client'
+
+import { useId, useState } from 'react'
+import { Chip } from '@sim/emcn'
+import { LandingCtaLink } from '@/app/(landing)/components/landing-cta-link'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+import { ProductHeroPreview } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview'
+
+const PRODUCTS = [
+  { id: 'workflows', label: 'Workflows', href: '/workflows' },
+  { id: 'knowledge', label: 'Knowledge Base', href: '/knowledge' },
+  { id: 'files', label: 'Files', href: '/files' },
+  { id: 'tables', label: 'Tables', href: '/tables' },
+  { id: 'logs', label: 'Logs', href: '/logs' },
+  { id: 'enterprise', label: 'Enterprise', href: '/enterprise' },
+] as const
+
+type ProductId = (typeof PRODUCTS)[number]['id']
+
+/** A switchable, open product stage reuses the navigation's actual UI previews. */
+export function PlatformExplorer() {
+  const previewId = useId()
+  const [selectedId, setSelectedId] = useState<ProductId>('workflows')
+  const selected = PRODUCTS.find((product) => product.id === selectedId) ?? PRODUCTS[0]
+
+  return (
+    <div data-platform-explorer className='absolute inset-0 bg-[var(--bg)]'>
+      <div
+        role='group'
+        aria-label='Choose a product preview'
+        className='absolute inset-x-0 top-7 z-10 overflow-x-auto px-7 pb-2 max-sm:top-3'
+      >
+        <div className='mx-auto flex w-max items-center gap-2'>
+          {PRODUCTS.map((product) => (
+            <Chip
+              key={product.id}
+              active={selectedId === product.id}
+              aria-pressed={selectedId === product.id}
+              aria-controls={previewId}
+              onClick={() => setSelectedId(product.id)}
+            >
+              {product.label}
+            </Chip>
+          ))}
+        </div>
+      </div>
+      <div
+        id={previewId}
+        role='region'
+        aria-label={`${selected.label} preview`}
+        className='absolute inset-x-0 top-20 max-sm:top-14'
+      >
+        <ProductHeroPreview key={selectedId} product={selectedId} />
+        <EdgeFade ground='canvas' edges={['bottom']} depth='stage' />
+      </div>
+      <div className='absolute inset-x-7 bottom-6 z-10 flex justify-center max-sm:bottom-3'>
+        <LandingCtaLink href={selected.href} variant='outline' withArrow>
+          Explore {selected.label}
+        </LandingCtaLink>
+      </div>
+      <p role='status' aria-live='polite' className='sr-only'>
+        Showing {selected.label}
+      </p>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/platform/components/platform-feature-preview/index.ts b/apps/sim/app/(landing)/platform/components/platform-feature-preview/index.ts
new file mode 100644
index 00000000000..5580f0b233e
--- /dev/null
+++ b/apps/sim/app/(landing)/platform/components/platform-feature-preview/index.ts
@@ -0,0 +1 @@
+export { PlatformFeaturePreview } from './platform-feature-preview'
diff --git a/apps/sim/app/(landing)/platform/components/platform-feature-preview/platform-feature-preview.tsx b/apps/sim/app/(landing)/platform/components/platform-feature-preview/platform-feature-preview.tsx
new file mode 100644
index 00000000000..44354337205
--- /dev/null
+++ b/apps/sim/app/(landing)/platform/components/platform-feature-preview/platform-feature-preview.tsx
@@ -0,0 +1,17 @@
+'use client'
+
+import { EnterpriseMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/enterprise-menu-preview'
+import { KnowledgeMenuPreview } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/knowledge-menu-preview'
+
+interface PlatformFeaturePreviewProps {
+  product: 'knowledge' | 'enterprise'
+}
+
+/** Keeps native controls and their icon props inside the client preview boundary. */
+export function PlatformFeaturePreview({ product }: PlatformFeaturePreviewProps) {
+  return product === 'knowledge' ? (
+    <KnowledgeMenuPreview layout='hero' />
+  ) : (
+    <EnterpriseMenuPreview layout='hero' />
+  )
+}
diff --git a/apps/sim/app/(landing)/platform/page.tsx b/apps/sim/app/(landing)/platform/page.tsx
new file mode 100644
index 00000000000..70e71985a2e
--- /dev/null
+++ b/apps/sim/app/(landing)/platform/page.tsx
@@ -0,0 +1,16 @@
+import { buildLandingMetadata } from '@/lib/landing/seo'
+import Platform, { PLATFORM_PAGE_DESCRIPTION } from '@/app/(landing)/platform/platform'
+
+export const revalidate = 3600
+
+export const metadata = buildLandingMetadata({
+  title: 'AI Workspace for Teams | Platform Overview | Sim',
+  description: PLATFORM_PAGE_DESCRIPTION,
+  path: '/platform',
+  keywords:
+    'AI workspace, AI agents, enterprise AI, visual workflow builder, knowledge base, agent files, agent tables, execution logs, open-source AI workspace',
+})
+
+export default function Page() {
+  return <Platform />
+}
diff --git a/apps/sim/app/(landing)/platform/platform.tsx b/apps/sim/app/(landing)/platform/platform.tsx
new file mode 100644
index 00000000000..fff4bd37c93
--- /dev/null
+++ b/apps/sim/app/(landing)/platform/platform.tsx
@@ -0,0 +1,58 @@
+import {
+  SolutionsPage,
+  type SolutionsProductPageConfig,
+} from '@/app/(landing)/components/solutions-page'
+import { ProductHeroPreview } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview'
+import { PlatformExplorer } from '@/app/(landing)/platform/components/platform-explorer'
+import { PlatformFeaturePreview } from '@/app/(landing)/platform/components/platform-feature-preview'
+
+/** Shared description for page metadata and structured data. */
+export const PLATFORM_PAGE_DESCRIPTION =
+  'Build, deploy, and manage AI agents in Sim. Workflows, Knowledge Base, Files, Tables, and Logs share one AI workspace with controls for your team.'
+
+const PLATFORM_CONFIG: SolutionsProductPageConfig = {
+  module: 'Platform',
+  path: '/platform',
+  seoDescription: PLATFORM_PAGE_DESCRIPTION,
+  hero: {
+    eyebrow: 'Platform',
+    heading: 'One AI workspace for every agent.',
+    description:
+      'Build AI agents, connect company knowledge, and follow every run. All together in Sim.',
+    summary:
+      'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Workflows connects models and tools, Knowledge Base supplies source context, Files and Tables hold shared data, and Logs shows each execution. Enterprise adds controls for team access, usage, and deployment.',
+    visual: <ProductHeroPreview product='overview' />,
+  },
+  features: [
+    {
+      id: 'explore',
+      label: 'Explore the workspace',
+      title: 'Build, run, and govern. Together.',
+      description:
+        'Explore Workflows, Knowledge Base, Files, Tables, Logs, and Enterprise in one connected workspace.',
+      visual: <PlatformExplorer />,
+    },
+    {
+      id: 'shared-context',
+      label: 'Shared context',
+      title: 'Your company knowledge, connected.',
+      description:
+        'Give agents a shared source of context in Sim. Connect documents, retrieve passages, and keep the source in view.',
+      visual: <PlatformFeaturePreview product='knowledge' />,
+      cta: { label: 'Explore Knowledge Base', href: '/knowledge' },
+    },
+    {
+      id: 'governance',
+      label: 'Workspace governance',
+      title: 'Room to build. Controls to scale.',
+      description:
+        'Manage members, roles, and usage in Sim as more teams bring agents into their work.',
+      visual: <PlatformFeaturePreview product='enterprise' />,
+      cta: { label: 'Explore Enterprise', href: '/enterprise' },
+    },
+  ],
+}
+
+export default function Platform() {
+  return <SolutionsPage config={PLATFORM_CONFIG} />
+}
diff --git a/apps/sim/app/(landing)/pricing/components/pricing-card/pricing-card.tsx b/apps/sim/app/(landing)/pricing/components/pricing-card/pricing-card.tsx
index f81a439520e..e3996294e2f 100644
--- a/apps/sim/app/(landing)/pricing/components/pricing-card/pricing-card.tsx
+++ b/apps/sim/app/(landing)/pricing/components/pricing-card/pricing-card.tsx
@@ -99,7 +99,7 @@ export function PricingCard({
             <span className='text-[20px] text-[var(--text-primary)] tabular-nums'>{price}</span>
             {discountLabel && <ChipTag variant='mono'>{discountLabel}</ChipTag>}
           </div>
-          <p className='text-[var(--text-muted)] text-base'>{priceSubtext ?? ' '}</p>
+          <p className='text-[var(--text-secondary)] text-base'>{priceSubtext ?? ' '}</p>
         </div>
 
         <ChipLink href={cta.href} variant={cta.variant} fullWidth className='w-full justify-center'>
diff --git a/apps/sim/app/(landing)/pricing/components/pricing-structured-data/pricing-structured-data.tsx b/apps/sim/app/(landing)/pricing/components/pricing-structured-data/pricing-structured-data.tsx
index 7c4ff0014ac..016d1f9cb79 100644
--- a/apps/sim/app/(landing)/pricing/components/pricing-structured-data/pricing-structured-data.tsx
+++ b/apps/sim/app/(landing)/pricing/components/pricing-structured-data/pricing-structured-data.tsx
@@ -38,7 +38,7 @@ const PRICING_JSON_LD = {
       '@id': `${PAGE_URL}#application`,
       name: 'Sim',
       description:
-        'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents, connecting 1,000+ integrations and every major LLM.',
+        'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents, connecting hundreds of integrations and every major LLM.',
       applicationCategory: 'BusinessApplication',
       operatingSystem: 'Web',
       url: SITE_URL,
diff --git a/apps/sim/app/(landing)/pricing/pricing.tsx b/apps/sim/app/(landing)/pricing/pricing.tsx
index 2510b4d7929..6df741bc4af 100644
--- a/apps/sim/app/(landing)/pricing/pricing.tsx
+++ b/apps/sim/app/(landing)/pricing/pricing.tsx
@@ -6,7 +6,7 @@ import { PricingStructuredData } from '@/app/(landing)/pricing/components/pricin
  * names Sim, the AI workspace, AI agents, and every plan tier.
  */
 const GEO_SUMMARY =
-  'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Pricing scales across four plans: Free to start, Pro for growing teams, Max for scaling businesses, and Enterprise for large organizations, each connecting 1,000+ integrations and every major LLM.'
+  'Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Pricing scales across four plans: Free to start, Pro for growing teams, Max for scaling businesses, and Enterprise for large organizations, each connecting hundreds of integrations and every major LLM.'
 
 /** Server-rendered heading slot handed to the {@link PricingPlans} client island. */
 const PRICING_HEADING = (
@@ -51,7 +51,7 @@ export default function Pricing() {
       <section
         id='pricing'
         aria-labelledby='pricing-heading'
-        className='mx-auto flex w-full max-w-[1460px] flex-col gap-7 px-20 pt-8 max-sm:px-5 max-lg:px-8'
+        className='mx-auto flex w-full max-w-[1728px] flex-col gap-7 px-10 pt-8 max-md:px-7 max-lg:px-8 max-xl:px-9'
       >
         <PricingPlans heading={PRICING_HEADING} />
       </section>
diff --git a/apps/sim/app/(landing)/solutions/compliance/compliance.tsx b/apps/sim/app/(landing)/solutions/compliance/compliance.tsx
index f99c3ac6c00..1fa56c78384 100644
--- a/apps/sim/app/(landing)/solutions/compliance/compliance.tsx
+++ b/apps/sim/app/(landing)/solutions/compliance/compliance.tsx
@@ -37,9 +37,9 @@ const COMPLIANCE_CONFIG: SolutionsPageConfig = {
     eyebrow: 'Compliance',
     heading: 'Automate evidence, control checks, and audit reports with AI agents in Sim.',
     description:
-      'Sim is the open-source AI workspace where compliance teams build AI agents for evidence collection and control monitoring. Stay audit-ready year-round, across 1,000+ integrations.',
+      'Sim is the open-source AI workspace where compliance teams build AI agents for evidence collection and control monitoring. Stay audit-ready year-round, across hundreds of integrations.',
     summary:
-      'Sim is the open-source AI workspace where compliance teams build, deploy, and manage AI agents for evidence collection, control monitoring, and audit reports. Agents keep the organization audit-ready year-round across 1,000+ integrations.',
+      'Sim is the open-source AI workspace where compliance teams build, deploy, and manage AI agents for evidence collection, control monitoring, and audit reports. Agents keep the organization audit-ready year-round across hundreds of integrations.',
     visual: (
       <PlatformHeroVisual>
         <ComplianceHeroLoop />
diff --git a/apps/sim/app/(landing)/solutions/components/feature-graphics/document-draft-graphic.tsx b/apps/sim/app/(landing)/solutions/components/feature-graphics/document-draft-graphic.tsx
index 300a9c17147..9bfcbe28a76 100644
--- a/apps/sim/app/(landing)/solutions/components/feature-graphics/document-draft-graphic.tsx
+++ b/apps/sim/app/(landing)/solutions/components/feature-graphics/document-draft-graphic.tsx
@@ -92,7 +92,7 @@ export function DocumentDraftGraphic({
             />
           ))}
 
-          <div className='mt-2 flex items-center gap-2 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs'>
+          <div className='mt-2 flex items-center gap-2 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs dark:bg-[var(--surface-4)]'>
             <CircleCheck className='size-[13px] shrink-0 text-[var(--text-icon)]' />
             <span className='min-w-0 flex-1 truncate text-[var(--text-primary)] text-small'>
               {footerLabel}
diff --git a/apps/sim/app/(landing)/solutions/components/feature-graphics/knowledge-answer-graphic.tsx b/apps/sim/app/(landing)/solutions/components/feature-graphics/knowledge-answer-graphic.tsx
index 79cd1e6c58e..59f7da35103 100644
--- a/apps/sim/app/(landing)/solutions/components/feature-graphics/knowledge-answer-graphic.tsx
+++ b/apps/sim/app/(landing)/solutions/components/feature-graphics/knowledge-answer-graphic.tsx
@@ -59,7 +59,7 @@ export function KnowledgeAnswerGraphic({
         <div className='flex w-full max-w-[312px] flex-col gap-3 sm:max-lg:[@container(min-width:500px)]:max-w-[400px]'>
           <div
             className={cn(
-              'max-w-[85%] self-end rounded-lg border border-[var(--border-1)] bg-[var(--white)] px-3 py-2 text-[var(--text-primary)] text-caption leading-[1.5]',
+              'max-w-[85%] self-end rounded-lg border border-[var(--border-1)] bg-[var(--white)] px-3 py-2 text-[var(--text-primary)] text-caption leading-[1.5] dark:bg-[var(--surface-4)]',
               styles.stepQuestion
             )}
           >
@@ -77,7 +77,7 @@ export function KnowledgeAnswerGraphic({
 
           <div
             className={cn(
-              'flex items-center gap-2.5 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs',
+              'flex items-center gap-2.5 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs dark:bg-[var(--surface-4)]',
               styles.stepSource
             )}
           >
diff --git a/apps/sim/app/(landing)/solutions/engineering/engineering.tsx b/apps/sim/app/(landing)/solutions/engineering/engineering.tsx
index c143859cdc6..4723cc56a17 100644
--- a/apps/sim/app/(landing)/solutions/engineering/engineering.tsx
+++ b/apps/sim/app/(landing)/solutions/engineering/engineering.tsx
@@ -37,9 +37,9 @@ const ENGINEERING_CONFIG: SolutionsPageConfig = {
     eyebrow: 'Engineering',
     heading: 'Automate code review, on-call, and docs with AI agents in Sim.',
     description:
-      'Sim is the open-source AI workspace where engineering teams build AI agents for code review, on-call, and docs. Agents wire into GitHub, CI/CD, and 1,000+ integrations across the software lifecycle.',
+      'Sim is the open-source AI workspace where engineering teams build AI agents for code review, on-call, and docs. Agents wire into GitHub, CI/CD, and hundreds of integrations across the software lifecycle.',
     summary:
-      'Sim is the open-source AI workspace where engineering teams build, deploy, and manage AI agents for code review, on-call triage, and documentation. Agents wire into GitHub, CI/CD, and 1,000+ integrations across the software lifecycle.',
+      'Sim is the open-source AI workspace where engineering teams build, deploy, and manage AI agents for code review, on-call triage, and documentation. Agents wire into GitHub, CI/CD, and hundreds of integrations across the software lifecycle.',
     visual: (
       <PlatformHeroVisual>
         <EngineeringHeroLoop />
diff --git a/apps/sim/app/(landing)/solutions/finance/components/feature-graphics/reconcile-graphic.tsx b/apps/sim/app/(landing)/solutions/finance/components/feature-graphics/reconcile-graphic.tsx
index c42beb382dc..47285a83a62 100644
--- a/apps/sim/app/(landing)/solutions/finance/components/feature-graphics/reconcile-graphic.tsx
+++ b/apps/sim/app/(landing)/solutions/finance/components/feature-graphics/reconcile-graphic.tsx
@@ -85,7 +85,7 @@ export function ReconcileGraphic() {
 
           <div
             className={cn(
-              'mt-2 flex items-center gap-3 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs',
+              'mt-2 flex items-center gap-3 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs dark:bg-[var(--surface-4)]',
               styles.exceptionIn
             )}
           >
diff --git a/apps/sim/app/(landing)/solutions/finance/finance.tsx b/apps/sim/app/(landing)/solutions/finance/finance.tsx
index edfea0f4614..59706d608c5 100644
--- a/apps/sim/app/(landing)/solutions/finance/finance.tsx
+++ b/apps/sim/app/(landing)/solutions/finance/finance.tsx
@@ -38,7 +38,7 @@ const FINANCE_CONFIG: SolutionsPageConfig = {
     description:
       'Sim is the open-source AI workspace where finance teams build AI agents for invoice processing, reconciliation, and close. Human approvals, anomaly detection, and full audit trails guard every run.',
     summary:
-      'Sim is the open-source AI workspace where finance teams build, deploy, and manage AI agents for invoice processing, reconciliation, and financial reporting. Agents run with human approvals, anomaly detection, and full audit trails across 1,000+ integrations.',
+      'Sim is the open-source AI workspace where finance teams build, deploy, and manage AI agents for invoice processing, reconciliation, and financial reporting. Agents run with human approvals, anomaly detection, and full audit trails across hundreds of integrations.',
     visual: (
       <PlatformHeroVisual>
         <FinanceHeroLoop />
diff --git a/apps/sim/app/(landing)/solutions/hr/hr.tsx b/apps/sim/app/(landing)/solutions/hr/hr.tsx
index c5653af28eb..137269ffa54 100644
--- a/apps/sim/app/(landing)/solutions/hr/hr.tsx
+++ b/apps/sim/app/(landing)/solutions/hr/hr.tsx
@@ -38,9 +38,9 @@ const HR_CONFIG: SolutionsPageConfig = {
     eyebrow: 'HR',
     heading: 'Automate onboarding, employee questions, and approvals with AI agents in Sim.',
     description:
-      'Sim is the open-source AI workspace where HR teams build AI agents for onboarding, employee questions, and approvals. Agents wire into your HRIS and 1,000+ integrations to keep people operations moving.',
+      'Sim is the open-source AI workspace where HR teams build AI agents for onboarding, employee questions, and approvals. Agents wire into your HRIS and hundreds of integrations to keep people operations moving.',
     summary:
-      'Sim is the open-source AI workspace where HR teams build, deploy, and manage AI agents for onboarding, employee questions, and approvals. Agents connect your HRIS and 1,000+ integrations so people operations keep moving.',
+      'Sim is the open-source AI workspace where HR teams build, deploy, and manage AI agents for onboarding, employee questions, and approvals. Agents connect your HRIS and hundreds of integrations so people operations keep moving.',
     visual: (
       <PlatformHeroVisual>
         <HrHeroLoop />
diff --git a/apps/sim/app/(landing)/solutions/it/it.tsx b/apps/sim/app/(landing)/solutions/it/it.tsx
index a6ec5fa1780..f7032917587 100644
--- a/apps/sim/app/(landing)/solutions/it/it.tsx
+++ b/apps/sim/app/(landing)/solutions/it/it.tsx
@@ -37,9 +37,9 @@ const IT_CONFIG: SolutionsPageConfig = {
     eyebrow: 'IT',
     heading: 'Automate ticket triage, access, and monitoring with AI agents in Sim.',
     description:
-      'Sim is the open-source AI workspace where IT teams build AI agents for ticket triage, access, and monitoring. Agents run with governance, access controls, and audit trails across 1,000+ integrations.',
+      'Sim is the open-source AI workspace where IT teams build AI agents for ticket triage, access, and monitoring. Agents run with governance, access controls, and audit trails across hundreds of integrations.',
     summary:
-      'Sim is the open-source AI workspace where IT teams build, deploy, and manage AI agents for ticket triage, access provisioning, and infrastructure monitoring. Agents run with IT-grade governance and audit trails across 1,000+ integrations and every major LLM.',
+      'Sim is the open-source AI workspace where IT teams build, deploy, and manage AI agents for ticket triage, access provisioning, and infrastructure monitoring. Agents run with IT-grade governance and audit trails across hundreds of integrations and every major LLM.',
     visual: (
       <PlatformHeroVisual>
         <ItHeroLoop />
diff --git a/apps/sim/app/(landing)/solutions/sales/sales.tsx b/apps/sim/app/(landing)/solutions/sales/sales.tsx
index 7428239b833..b46a21647fd 100644
--- a/apps/sim/app/(landing)/solutions/sales/sales.tsx
+++ b/apps/sim/app/(landing)/solutions/sales/sales.tsx
@@ -39,9 +39,9 @@ const SALES_CONFIG: SolutionsPageConfig = {
     eyebrow: 'Sales',
     heading: 'Automate lead research, outreach, and CRM updates with AI agents in Sim.',
     description:
-      'Sim is the open-source AI workspace where sales teams build AI agents for lead research, outreach, and CRM updates. Agents wire into Salesforce, HubSpot, and 1,000+ integrations to keep the pipeline current.',
+      'Sim is the open-source AI workspace where sales teams build AI agents for lead research, outreach, and CRM updates. Agents wire into Salesforce, HubSpot, and hundreds of integrations to keep the pipeline current.',
     summary:
-      'Sim is the open-source AI workspace where sales teams build, deploy, and manage AI agents for lead research, personalized outreach, and CRM updates. Agents wire into Salesforce, HubSpot, and 1,000+ integrations so the pipeline stays current.',
+      'Sim is the open-source AI workspace where sales teams build, deploy, and manage AI agents for lead research, personalized outreach, and CRM updates. Agents wire into Salesforce, HubSpot, and hundreds of integrations so the pipeline stays current.',
     visual: (
       <PlatformHeroVisual>
         <SalesHeroLoop />
diff --git a/apps/sim/app/(landing)/tables/components/feature-graphics/enrichment-fill-graphic.module.css b/apps/sim/app/(landing)/tables/components/feature-graphics/enrichment-fill-graphic.module.css
deleted file mode 100644
index c2359231850..00000000000
--- a/apps/sim/app/(landing)/tables/components/feature-graphics/enrichment-fill-graphic.module.css
+++ /dev/null
@@ -1,49 +0,0 @@
-/**
- * The EnrichmentFillGraphic's motion: each found value fades up into its
- * empty cell one after another - the audit tile's one-shot settle, never
- * re-played - so the ledger reads as an enrichment pass completing the
- * row. Under prefers-reduced-motion the values render fully settled.
- */
-
-.value0,
-.value1,
-.value2,
-.value3 {
-  animation: enrichment-value-in 0.5s cubic-bezier(0.22, 1, 0.36, 1) backwards;
-}
-
-.value0 {
-  animation-delay: 0.45s;
-}
-
-.value1 {
-  animation-delay: 0.95s;
-}
-
-.value2 {
-  animation-delay: 1.45s;
-}
-
-.value3 {
-  animation-delay: 1.95s;
-}
-
-@keyframes enrichment-value-in {
-  from {
-    opacity: 0;
-    transform: translateY(3px);
-  }
-  to {
-    opacity: 1;
-    transform: translateY(0);
-  }
-}
-
-@media (prefers-reduced-motion: reduce) {
-  .value0,
-  .value1,
-  .value2,
-  .value3 {
-    animation: none;
-  }
-}
diff --git a/apps/sim/app/(landing)/tables/components/feature-graphics/enrichment-fill-graphic.tsx b/apps/sim/app/(landing)/tables/components/feature-graphics/enrichment-fill-graphic.tsx
deleted file mode 100644
index 185c5a9ff55..00000000000
--- a/apps/sim/app/(landing)/tables/components/feature-graphics/enrichment-fill-graphic.tsx
+++ /dev/null
@@ -1,97 +0,0 @@
-import { ChipTag, cn } from '@sim/emcn'
-import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics'
-import styles from '@/app/(landing)/tables/components/feature-graphics/enrichment-fill-graphic.module.css'
-
-interface EnrichmentRowDef {
-  /** The enrichment's column label, matching Sim's built-in enrichments. */
-  label: string
-  /** The found value the pass writes into the cell. */
-  value: string
-  /** Value treatment: `mono` for machine-shaped values, `strong` for names. */
-  variant: 'mono' | 'strong'
-}
-
-/**
- * One lead's empty cells being completed, drawn from Sim's real enrichment
- * catalog (work email, phone number, company domain, company info) so the
- * ledger reads as the product's own enrichment pass.
- */
-const ENRICHMENT_ROWS: readonly EnrichmentRowDef[] = [
-  { label: 'Company domain', value: 'brightside.io', variant: 'mono' },
-  { label: 'Work email', value: 'jonas@brightside.io', variant: 'mono' },
-  { label: 'Phone number', value: '+1 (303) 555-0148', variant: 'mono' },
-  { label: 'Company info', value: 'SaaS · 120 employees', variant: 'strong' },
-] as const
-
-/** Per-value fill classes - the stagger order is baked into each class's delay. */
-const VALUE_STEP_CLASSES = [styles.value0, styles.value1, styles.value2, styles.value3] as const
-
-/**
- * Enrichments told as a frameless key-value ledger (the run-monitoring
- * tile's composition, which shares the page): a small "Enrichments" header
- * with a quiet `Auto-run` mono ChipTag (fill stepped up to `--surface-6`
- * so the pill stays legible on the grey ground) names the surface, and a
- * "leads · Jonas Weber" attribution line pins the pass to one record.
- * Below, each of the four rows pairs an enrichment column label with the
- * value the pass found - the labels are Sim's real enrichment catalog
- * (company domain, work email, phone number, company info) - as airy rows
- * ruled by quiet 1px `--border-1` hairlines, values in mono or the
- * stronger sans ink.
- *
- * The found values fade up into their cells one after another (from
- * `enrichment-fill-graphic.module.css`, the audit tile's one-shot settle)
- * so the ledger reads as the pass completing the row - never re-played.
- * Under `prefers-reduced-motion` the values render fully settled.
- *
- * The feature tile's visual slot bleeds `2rem` right (`1.5rem` under
- * `max-lg`) but not left, so this centered vignette adds matching right
- * padding to land on the tile's visible center instead of the bled slot's
- * center.
- */
-export function EnrichmentFillGraphic() {
-  return (
-    <FeatureGraphicShell>
-      <div
-        aria-hidden='true'
-        className='absolute inset-0 flex items-center justify-center pr-8 max-lg:pr-6'
-      >
-        <div className='w-full max-w-[312px] sm:max-lg:[@container(min-width:500px)]:max-w-[400px]'>
-          <div className='mb-1 flex items-center justify-between gap-2'>
-            <span className='min-w-0 truncate text-[var(--text-primary)] text-base'>
-              Enrichments
-            </span>
-            <ChipTag variant='mono' className='bg-[var(--surface-6)]'>
-              Auto-run
-            </ChipTag>
-          </div>
-          <span className='block text-[var(--text-muted)] text-caption'>leads · Jonas Weber</span>
-
-          <div className='mt-2'>
-            {ENRICHMENT_ROWS.map((row, index) => (
-              <div
-                key={row.label}
-                className={cn(
-                  'flex h-10 items-center justify-between gap-3',
-                  index > 0 && 'border-[var(--border-1)] border-t'
-                )}
-              >
-                <span className='shrink-0 text-[var(--text-muted)] text-caption'>{row.label}</span>
-                <span
-                  className={cn(
-                    'truncate',
-                    row.variant === 'mono'
-                      ? 'font-mono text-[var(--text-secondary)] text-caption'
-                      : 'text-[var(--text-primary)] text-caption',
-                    VALUE_STEP_CLASSES[index]
-                  )}
-                >
-                  {row.value}
-                </span>
-              </div>
-            ))}
-          </div>
-        </div>
-      </div>
-    </FeatureGraphicShell>
-  )
-}
diff --git a/apps/sim/app/(landing)/tables/components/feature-graphics/index.ts b/apps/sim/app/(landing)/tables/components/feature-graphics/index.ts
index 7ee1bc1f48d..3cbea53b088 100644
--- a/apps/sim/app/(landing)/tables/components/feature-graphics/index.ts
+++ b/apps/sim/app/(landing)/tables/components/feature-graphics/index.ts
@@ -1,3 +1 @@
-export { EnrichmentFillGraphic } from './enrichment-fill-graphic'
 export { TableGridGraphic } from './table-grid-graphic'
-export { TableQueryGraphic } from './table-query-graphic'
diff --git a/apps/sim/app/(landing)/tables/components/feature-graphics/table-grid-graphic.tsx b/apps/sim/app/(landing)/tables/components/feature-graphics/table-grid-graphic.tsx
index 43eabce5476..20dc1f035ce 100644
--- a/apps/sim/app/(landing)/tables/components/feature-graphics/table-grid-graphic.tsx
+++ b/apps/sim/app/(landing)/tables/components/feature-graphics/table-grid-graphic.tsx
@@ -1,5 +1,6 @@
 import { cn } from '@sim/emcn'
 import { Table, TypeBoolean, TypeText } from '@sim/emcn/icons'
+import { LANDING_STAGE_WINDOW_RADIUS } from '@/app/(landing)/components/landing-layout'
 import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics'
 import styles from '@/app/(landing)/tables/components/feature-graphics/table-grid-graphic.module.css'
 
@@ -8,19 +9,16 @@ interface GridColumnDef {
   label: string
   /** Header type icon - text or boolean, per the real editor's headers. */
   type: 'text' | 'boolean'
-  /** Tailwind width class in the window's fixed geometry. */
-  widthClass: string
 }
 
 /**
  * The Leads grid's cropped schema - the identity column plus two of the
- * fields agents keep current, with the boolean column bleeding off the
- * window's cropped right edge.
+ * fields agents keep current.
  */
 const COLUMNS: readonly GridColumnDef[] = [
-  { label: 'Name', type: 'text', widthClass: 'w-[128px]' },
-  { label: 'Company', type: 'text', widthClass: 'w-[118px]' },
-  { label: 'Qualified', type: 'boolean', widthClass: 'flex-1' },
+  { label: 'Name', type: 'text' },
+  { label: 'Company', type: 'text' },
+  { label: 'Qualified', type: 'boolean' },
 ] as const
 
 interface GridRowDef {
@@ -37,20 +35,23 @@ const ROWS: readonly GridRowDef[] = [
   { cells: ['Eva Chen', 'Design IO', false] },
 ] as const
 
+/** Empty grid rows that fill the portrait window's leftover height. */
+const EMPTY_ROW_COUNT = 6
+
 /** Per-row stamp-in classes - the stagger order is baked into each class's delay. */
 const ROW_STEP_CLASSES = [styles.row0, styles.row1, styles.row2, styles.row3, styles.row4] as const
 
 /**
- * The Tables grid told inside a cropped product window: the window keeps
- * the dark tiles' slot geometry (`top-5`, `left-0`, bleeding off the right
- * and bottom edges, `rounded-tl-xl`) but wears the light tiles' card
- * chrome - `--white` fill, 1px `--border-1` hairline, `shadow-xs` - so the
- * grid reads as the workspace's own editor. Its `h-12` title bar pairs the
- * `Table` icon (in a hairline `size-6` icon box, the lifecycle header's
- * treatment) with the `Leads` table name over a hairline rule, and the
- * grid below is the landing Tables preview's exact cell vocabulary: typed
- * column headers (`TypeText`/`TypeBoolean` icons), hairline-ruled cells,
- * the boolean column rendered as quiet check marks and dashes.
+ * The Tables grid told inside a product window framed on all sides, wearing
+ * the light tiles' card chrome - `--white` fill, 1px `--border` hairline,
+ * `shadow-xs` - so the grid reads as the workspace's own editor. Its `h-12`
+ * title bar pairs the `Table` icon (in a hairline `size-6` icon box) with
+ * the `Leads` table name over a hairline
+ * rule, and the grid below is the landing Tables preview's exact cell
+ * vocabulary: typed column headers (`TypeText`/`TypeBoolean` icons),
+ * hairline-ruled cells, the boolean column rendered as quiet check marks and
+ * dashes. Columns size to the stage and leftover height fills with empty grid
+ * rows so the editor reads at the tall crop.
  *
  * The record rows stamp in top to bottom once (from
  * `table-grid-graphic.module.css`, the audit tile's one-shot settle) - an
@@ -59,28 +60,28 @@ const ROW_STEP_CLASSES = [styles.row0, styles.row1, styles.row2, styles.row3, st
  */
 export function TableGridGraphic() {
   return (
-    <FeatureGraphicShell>
+    <FeatureGraphicShell variant='portrait'>
       <div
         aria-hidden='true'
-        className='absolute top-5 right-0 bottom-0 left-0 overflow-hidden rounded-tl-xl border-[var(--border-1)] border-t border-l bg-[var(--white)] shadow-xs'
+        className={cn(
+          'absolute inset-[10px] overflow-hidden border border-[var(--border)] bg-[var(--white)] shadow-xs dark:bg-[var(--surface-4)]',
+          LANDING_STAGE_WINDOW_RADIUS
+        )}
       >
-        <div className='flex h-12 items-center gap-2 border-[var(--border-1)] border-b px-4'>
-          <span className='flex size-6 items-center justify-center rounded-md border border-[var(--border-1)]'>
+        <div className='flex h-12 items-center gap-2 border-[var(--border)] border-b px-4'>
+          <span className='flex size-6 items-center justify-center rounded-md border border-[var(--border)]'>
             <Table className='size-[14px] text-[var(--text-icon)]' />
           </span>
           <span className='text-[var(--text-primary)] text-base'>Leads</span>
         </div>
 
-        <div className='flex border-[var(--border-1)] border-b'>
+        <div className='flex border-[var(--border)] border-b'>
           {COLUMNS.map((column) => {
             const Icon = column.type === 'boolean' ? TypeBoolean : TypeText
             return (
               <div
                 key={column.label}
-                className={cn(
-                  'flex shrink-0 items-center gap-1.5 border-[var(--border-1)] border-r px-2.5 py-2 last:border-r-0',
-                  column.widthClass
-                )}
+                className='flex min-w-0 flex-1 items-center gap-1.5 border-[var(--border)] border-r px-2.5 py-2 last:border-r-0'
               >
                 <Icon className='size-3 shrink-0 text-[var(--text-icon)]' />
                 <span className='truncate text-[var(--text-primary)] text-caption'>
@@ -94,7 +95,7 @@ export function TableGridGraphic() {
         {ROWS.map((row, index) => (
           <div
             key={row.cells[0]}
-            className={cn('flex border-[var(--border-1)] border-b', ROW_STEP_CLASSES[index])}
+            className={cn('flex border-[var(--border)] border-b', ROW_STEP_CLASSES[index])}
           >
             {COLUMNS.map((column, columnIndex) => {
               const value = row.cells[columnIndex]
@@ -102,9 +103,8 @@ export function TableGridGraphic() {
                 <div
                   key={column.label}
                   className={cn(
-                    'shrink-0 truncate border-[var(--border-1)] border-r px-2.5 py-2 text-caption last:border-r-0',
-                    columnIndex === 0 ? 'text-[var(--text-secondary)]' : 'text-[var(--text-muted)]',
-                    column.widthClass
+                    'min-w-0 flex-1 truncate border-[var(--border)] border-r px-2.5 py-2 text-caption last:border-r-0',
+                    columnIndex === 0 ? 'text-[var(--text-secondary)]' : 'text-[var(--text-muted)]'
                   )}
                 >
                   {typeof value === 'boolean' ? (value ? '✓' : '—') : value}
@@ -113,6 +113,17 @@ export function TableGridGraphic() {
             })}
           </div>
         ))}
+
+        {Array.from({ length: EMPTY_ROW_COUNT }, (_, index) => (
+          <div key={`empty-${index}`} className='flex border-[var(--border)] border-b'>
+            {COLUMNS.map((column) => (
+              <div
+                key={column.label}
+                className='h-9 min-w-0 flex-1 border-[var(--border)] border-r last:border-r-0'
+              />
+            ))}
+          </div>
+        ))}
       </div>
     </FeatureGraphicShell>
   )
diff --git a/apps/sim/app/(landing)/tables/components/feature-graphics/table-query-graphic.tsx b/apps/sim/app/(landing)/tables/components/feature-graphics/table-query-graphic.tsx
deleted file mode 100644
index 1306f100204..00000000000
--- a/apps/sim/app/(landing)/tables/components/feature-graphics/table-query-graphic.tsx
+++ /dev/null
@@ -1,62 +0,0 @@
-import { Table } from '@sim/emcn/icons'
-import {
-  type CodeSegment,
-  CodeWindowGraphic,
-} from '@/app/(landing)/components/shared/code-window-graphic'
-
-/**
- * A `query-leads.ts` excerpt - agent logic reading rows out of the Leads
- * table and writing a result back, the table reached from code.
- */
-const CODE_LINES: readonly CodeSegment[][] = [
-  [
-    { text: 'import', tone: 'muted' },
-    { text: ' ' },
-    { text: '{ tables }', tone: 'primary' },
-    { text: ' ' },
-    { text: 'from', tone: 'muted' },
-    { text: ' ' },
-    { text: "'@sim/sdk'", tone: 'primary' },
-  ],
-  [
-    { text: 'const', tone: 'muted' },
-    { text: ' ' },
-    { text: 'leads', tone: 'primary' },
-    { text: ' ' },
-    { text: '= await', tone: 'muted' },
-    { text: ' ' },
-    { text: 'tables', tone: 'primary' },
-  ],
-  [{ text: "  .query('leads'", tone: 'primary' }, { text: ', {' }],
-  [
-    { text: '    ' },
-    { text: 'where:', tone: 'muted' },
-    { text: ' ' },
-    { text: '{ qualified: true }', tone: 'primary' },
-    { text: ',' },
-  ],
-  [
-    { text: '    ' },
-    { text: 'orderBy:', tone: 'muted' },
-    { text: ' ' },
-    { text: "'created_at'", tone: 'primary' },
-    { text: ',' },
-  ],
-  [{ text: '  })' }],
-] as const
-
-/**
- * Querying tables from agent logic told in the shared
- * {@link CodeWindowGraphic} editor window: the `Table` mark and the
- * `query-leads.ts` filename over an SDK excerpt reading qualified leads
- * out of the Leads table.
- */
-export function TableQueryGraphic() {
-  return (
-    <CodeWindowGraphic
-      icon={<Table className='size-[14px] text-[var(--text-muted-inverse)]' />}
-      filename='query-leads.ts'
-      lines={CODE_LINES}
-    />
-  )
-}
diff --git a/apps/sim/app/(landing)/tables/components/tables-enrichment-preview/index.ts b/apps/sim/app/(landing)/tables/components/tables-enrichment-preview/index.ts
new file mode 100644
index 00000000000..992baf8e7d7
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-enrichment-preview/index.ts
@@ -0,0 +1 @@
+export { TablesEnrichmentPreview } from './tables-enrichment-preview'
diff --git a/apps/sim/app/(landing)/tables/components/tables-enrichment-preview/tables-enrichment-preview.tsx b/apps/sim/app/(landing)/tables/components/tables-enrichment-preview/tables-enrichment-preview.tsx
new file mode 100644
index 00000000000..862736b16d7
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-enrichment-preview/tables-enrichment-preview.tsx
@@ -0,0 +1,95 @@
+'use client'
+
+import {
+  Badge,
+  Button,
+  ChipCombobox,
+  ChipInput,
+  CollapsibleCard,
+  FieldDivider,
+  Label,
+  OverflowText,
+  Switch,
+} from '@sim/emcn'
+import { ArrowLeft, X } from '@sim/emcn/icons'
+import { noop } from '@sim/utils/helpers'
+
+const OUTPUTS = ['employee count', 'description'] as const
+const DOMAIN_COLUMN = [{ label: 'Domain', value: 'domain' }]
+
+/** The shipped Company Info enrichment's native input and output configuration. */
+export function TablesEnrichmentPreview() {
+  return (
+    <div className='-translate-x-1/2 absolute top-12 left-1/2 w-[360px] max-w-[calc(100%_-_48px)] overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] text-[var(--text-body)] text-small shadow-xs max-sm:top-8'>
+      <div className='flex min-h-[48px] items-center justify-between border-[var(--border)] border-b px-3 py-[8.5px]'>
+        <div className='flex min-w-0 items-center gap-1.5'>
+          <Button
+            variant='ghost'
+            size='sm'
+            className='size-7 flex-none p-1!'
+            aria-label='Back to enrichments'
+          >
+            <ArrowLeft className='size-[14px]' />
+          </Button>
+          <OverflowText label='Company Info' className='text-[var(--text-primary)] text-small' />
+        </div>
+        <Button variant='ghost' size='sm' className='size-7 flex-none p-1!' aria-label='Close'>
+          <X className='size-[14px]' />
+        </Button>
+      </div>
+      <div className='px-2 pt-3 pb-2'>
+        <div className='flex flex-col gap-[9.5px]'>
+          <Label className='pl-0.5'>Inputs</Label>
+          <CollapsibleCard
+            title='Company domain *'
+            badge={
+              <Badge variant='type' size='sm'>
+                string
+              </Badge>
+            }
+            collapsed={false}
+            onToggleCollapse={noop}
+          >
+            <Label className='text-small'>Column</Label>
+            <ChipCombobox
+              className='w-full'
+              options={DOMAIN_COLUMN}
+              value='domain'
+              onChange={noop}
+              searchable
+              searchPlaceholder='Search columns…'
+              dropdownWidth='trigger'
+            />
+          </CollapsibleCard>
+        </div>
+        <FieldDivider />
+        <div className='flex flex-col gap-[9.5px]'>
+          <Label className='pl-0.5'>Output columns</Label>
+          <div className='flex flex-col gap-2'>
+            {OUTPUTS.map((name) => (
+              <CollapsibleCard
+                key={name}
+                title={name}
+                badge={
+                  <Badge variant='type' size='sm'>
+                    string
+                  </Badge>
+                }
+                collapsed={false}
+                onToggleCollapse={noop}
+              >
+                <Label className='text-small'>Column name</Label>
+                <ChipInput value={name} readOnly />
+              </CollapsibleCard>
+            ))}
+          </div>
+        </div>
+        <FieldDivider />
+        <div className='flex items-center justify-between pl-0.5'>
+          <Label>Auto-run</Label>
+          <Switch checked={false} aria-label='Auto-run' />
+        </div>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-detail/index.ts b/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-detail/index.ts
new file mode 100644
index 00000000000..93d0dca7b9a
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-detail/index.ts
@@ -0,0 +1 @@
+export { LeadRecordDetail } from './lead-record-detail'
diff --git a/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-detail/lead-record-detail.tsx b/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-detail/lead-record-detail.tsx
new file mode 100644
index 00000000000..9eb6378eb52
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-detail/lead-record-detail.tsx
@@ -0,0 +1,102 @@
+import { useState } from 'react'
+import {
+  ChipDropdown,
+  ChipModal,
+  ChipModalBody,
+  ChipModalField,
+  ChipModalFooter,
+  ChipModalHeader,
+} from '@sim/emcn'
+import { TagIcon, TypeNumber, TypeText } from '@sim/emcn/icons'
+import type { LeadRecord } from '@/app/(landing)/tables/components/tables-records-preview/data'
+
+interface LeadRecordDetailProps {
+  record: LeadRecord
+  onClose: () => void
+  onSave: (record: LeadRecord) => void
+}
+
+/** Uses the production row-modal's title, field chrome, and Update Row action with local data. */
+export function LeadRecordDetail({ record, onClose, onSave }: LeadRecordDetailProps) {
+  const [draft, setDraft] = useState(record)
+  return (
+    <ChipModal
+      open
+      onOpenChange={(open) => {
+        if (!open) onClose()
+      }}
+      srTitle='Edit Row'
+      size='lg'
+    >
+      <ChipModalHeader onClose={onClose}>Edit Row</ChipModalHeader>
+      <ChipModalBody>
+        <p className='px-2 text-[var(--text-secondary)] text-small'>
+          Update values for Qualified leads
+        </p>
+        <ChipModalField
+          type='input'
+          title={
+            <span className='flex items-center gap-1.5'>
+              <TypeText className='size-[14px]' />
+              Company
+            </span>
+          }
+          value={draft.company}
+          onChange={(company) => setDraft((current) => ({ ...current, company }))}
+        />
+        <ChipModalField
+          type='input'
+          inputType='number'
+          title={
+            <span className='flex items-center gap-1.5'>
+              <TypeNumber className='size-[14px]' />
+              Score
+            </span>
+          }
+          value={String(draft.score)}
+          onChange={(score) => setDraft((current) => ({ ...current, score: Number(score) }))}
+        />
+        <ChipModalField
+          type='custom'
+          title={
+            <span className='flex items-center gap-1.5'>
+              <TagIcon className='size-[14px]' />
+              Status
+            </span>
+          }
+        >
+          <ChipDropdown
+            value={draft.status}
+            options={[
+              { value: 'Qualified', label: 'Qualified' },
+              { value: 'Review', label: 'Review' },
+            ]}
+            onChange={(status) => {
+              if (status === 'Qualified' || status === 'Review')
+                setDraft((current) => ({ ...current, status }))
+            }}
+          />
+        </ChipModalField>
+        <ChipModalField
+          type='input'
+          title={
+            <span className='flex items-center gap-1.5'>
+              <TypeText className='size-[14px]' />
+              Contact
+            </span>
+          }
+          value={draft.contact}
+          onChange={(contact) => setDraft((current) => ({ ...current, contact }))}
+        />
+      </ChipModalBody>
+      <ChipModalFooter
+        onCancel={onClose}
+        primaryAction={{
+          label: 'Update Row',
+          onClick: () => onSave(draft),
+          disabled: !draft.company.trim() || !Number.isFinite(draft.score),
+        }}
+      />
+    </ChipModal>
+  )
+}
diff --git a/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-list/index.ts b/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-list/index.ts
new file mode 100644
index 00000000000..f7ab412855d
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-list/index.ts
@@ -0,0 +1 @@
+export { LeadRecordList } from './lead-record-list'
diff --git a/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-list/lead-record-list.tsx b/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-list/lead-record-list.tsx
new file mode 100644
index 00000000000..c9e3e525b97
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-records-preview/components/lead-record-list/lead-record-list.tsx
@@ -0,0 +1,89 @@
+import { Badge, cn } from '@sim/emcn'
+import { TagIcon, TypeNumber, TypeText } from '@sim/emcn/icons'
+import type { LeadRecord } from '@/app/(landing)/tables/components/tables-records-preview/data'
+
+interface LeadRecordListProps {
+  rows: readonly LeadRecord[]
+  selectedId: string | null
+  onSelect: (id: string, opener: HTMLButtonElement) => void
+  showContact: boolean
+}
+
+const CELL = 'border-[var(--border)] border-r px-2.5 last:border-r-0'
+const COLUMNS = [
+  { name: 'Company', icon: TypeText },
+  { name: 'Score', icon: TypeNumber },
+  { name: 'Status', icon: TagIcon },
+  { name: 'Contact', icon: TypeText },
+] as const
+
+/** Matches TablesMenuPreview's column icons, 34px header, 37px rows, and neutral select chips. */
+export function LeadRecordList({ rows, selectedId, onSelect, showContact }: LeadRecordListProps) {
+  const columns = showContact ? COLUMNS : COLUMNS.slice(0, 3)
+  return (
+    <div className='min-h-0 flex-1 overflow-auto'>
+      <table
+        className={cn(
+          'w-full table-fixed border-collapse text-left text-small',
+          showContact ? 'min-w-[618px]' : 'min-w-[434px]'
+        )}
+      >
+        <colgroup>
+          <col className='w-10' />
+          <col className='w-[174px]' />
+          <col className='w-[82px]' />
+          <col className='w-[138px]' />
+          {showContact && <col className='w-[184px]' />}
+        </colgroup>
+        <thead>
+          <tr className='h-[34px] border-[var(--border)] border-b'>
+            <th className={cn(CELL, 'text-center font-normal text-[var(--text-secondary)]')}>#</th>
+            {columns.map(({ name, icon: Icon }) => (
+              <th key={name} className={cn(CELL, 'font-normal')}>
+                <span className='flex items-center gap-1.5'>
+                  <Icon aria-hidden='true' className='size-[14px] text-[var(--text-icon)]' />
+                  {name}
+                </span>
+              </th>
+            ))}
+          </tr>
+        </thead>
+        <tbody>
+          {rows.map((row, index) => (
+            <tr
+              key={row.id}
+              className={cn(
+                'h-[37px] border-[var(--border)] border-b hover:bg-[var(--surface-hover)]',
+                selectedId === row.id && 'bg-[var(--surface-active)]'
+              )}
+            >
+              <td className={cn(CELL, 'text-center text-[var(--text-secondary)] tabular-nums')}>
+                {index + 1}
+              </td>
+              <td className={CELL}>
+                <button
+                  type='button'
+                  aria-label={`Edit ${row.company} row`}
+                  aria-haspopup='dialog'
+                  onClick={(event) => onSelect(row.id, event.currentTarget)}
+                  className='h-[37px] w-full rounded-sm text-left focus-visible:outline-2 focus-visible:outline-[var(--text-primary)]'
+                >
+                  {row.company}
+                </button>
+              </td>
+              <td className={cn(CELL, 'tabular-nums')}>{row.score}</td>
+              <td className={CELL}>
+                <Badge variant='gray-secondary' size='sm'>
+                  {row.status}
+                </Badge>
+              </td>
+              {showContact && (
+                <td className={cn(CELL, 'truncate text-[var(--text-secondary)]')}>{row.contact}</td>
+              )}
+            </tr>
+          ))}
+        </tbody>
+      </table>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/tables/components/tables-records-preview/data.ts b/apps/sim/app/(landing)/tables/components/tables-records-preview/data.ts
new file mode 100644
index 00000000000..7671a18dfac
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-records-preview/data.ts
@@ -0,0 +1,52 @@
+export interface LeadRecord {
+  id: string
+  company: string
+  score: number
+  status: 'Qualified' | 'Review'
+  contact: string
+}
+
+export const ROWS: readonly LeadRecord[] = [
+  {
+    id: 'acme',
+    company: 'Acme Corp',
+    score: 94,
+    status: 'Qualified',
+    contact: 'Alice Johnson',
+  },
+  {
+    id: 'northstar',
+    company: 'Northstar',
+    score: 88,
+    status: 'Qualified',
+    contact: 'Daniel Park',
+  },
+  {
+    id: 'meridian',
+    company: 'Meridian',
+    score: 72,
+    status: 'Review',
+    contact: 'Eva Chen',
+  },
+  {
+    id: 'forma',
+    company: 'Forma',
+    score: 91,
+    status: 'Qualified',
+    contact: 'Sam Rivera',
+  },
+  {
+    id: 'brightwave',
+    company: 'Brightwave',
+    score: 86,
+    status: 'Qualified',
+    contact: 'Morgan Lee',
+  },
+  {
+    id: 'atlas',
+    company: 'Atlas',
+    score: 79,
+    status: 'Review',
+    contact: 'Alex Chen',
+  },
+]
diff --git a/apps/sim/app/(landing)/tables/components/tables-records-preview/index.ts b/apps/sim/app/(landing)/tables/components/tables-records-preview/index.ts
new file mode 100644
index 00000000000..9ef1a6d59ab
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-records-preview/index.ts
@@ -0,0 +1 @@
+export { TablesRecordsPreview } from './tables-records-preview'
diff --git a/apps/sim/app/(landing)/tables/components/tables-records-preview/tables-records-preview.tsx b/apps/sim/app/(landing)/tables/components/tables-records-preview/tables-records-preview.tsx
new file mode 100644
index 00000000000..2401e673318
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-records-preview/tables-records-preview.tsx
@@ -0,0 +1,17 @@
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+import { TablesRecordsTable } from '@/app/(landing)/tables/components/tables-records-preview/tables-records-table'
+
+/** A framed view of the same interactive Tables surface used in the homepage resource pane. */
+export function TablesRecordsPreview() {
+  return (
+    <div className='absolute inset-0 isolate overflow-hidden bg-[var(--bg)]'>
+      <div className='-translate-x-1/2 absolute top-20 left-1/2 h-[440px] w-[780px] max-w-[calc(100%_-_48px)] max-sm:top-8 max-sm:h-[410px]'>
+        <div className='h-full overflow-hidden rounded-[10px] border border-[var(--border)] shadow-xs'>
+          <TablesRecordsTable />
+        </div>
+        <EdgeFade ground='canvas' edges={['bottom']} depth='stage' />
+      </div>
+      <EdgeFade ground='canvas' edges={['top', 'left', 'right']} depth='preview' />
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/tables/components/tables-records-preview/tables-records-table.tsx b/apps/sim/app/(landing)/tables/components/tables-records-preview/tables-records-table.tsx
new file mode 100644
index 00000000000..808da77d971
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-records-preview/tables-records-table.tsx
@@ -0,0 +1,106 @@
+'use client'
+
+import { useRef, useState } from 'react'
+import {
+  Chip,
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuItem,
+  DropdownMenuTrigger,
+} from '@sim/emcn'
+import { Check, ChevronDown, Columns3, ListFilter, Table } from '@sim/emcn/icons'
+import {
+  MenuPreviewHeader,
+  MenuPreviewToolbar,
+} from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+import { usePreviewDialogFocus } from '@/app/(landing)/hooks/use-preview-dialog-focus'
+import { LeadRecordDetail } from '@/app/(landing)/tables/components/tables-records-preview/components/lead-record-detail'
+import { LeadRecordList } from '@/app/(landing)/tables/components/tables-records-preview/components/lead-record-list'
+import {
+  type LeadRecord,
+  ROWS,
+} from '@/app/(landing)/tables/components/tables-records-preview/data'
+
+interface TablesRecordsTableProps {
+  initialRows?: readonly LeadRecord[]
+}
+
+/** The native ruled Tables grid and Edit Row dialog, backed only by local demo records. */
+export function TablesRecordsTable({ initialRows = ROWS }: TablesRecordsTableProps) {
+  const filterButtonRef = useRef<HTMLButtonElement>(null)
+  const [rows, setRows] = useState<readonly LeadRecord[]>(initialRows)
+  const [selectedId, setSelectedId] = useState<string | null>(null)
+  const [status, setStatus] = useState<LeadRecord['status'] | null>(null)
+  const [showContact, setShowContact] = useState(true)
+  const selected = rows.find((row) => row.id === selectedId)
+  const visibleRows = rows.filter((row) => !status || row.status === status)
+  const dialogOpenerRef = usePreviewDialogFocus(Boolean(selected), filterButtonRef)
+
+  return (
+    <div className='relative flex h-full min-h-0 flex-col overflow-hidden bg-[var(--bg)] text-[var(--text-body)] text-small'>
+      <MenuPreviewHeader
+        icon={Table}
+        title='Qualified leads'
+        actions={`${visibleRows.length} rows`}
+      />
+      <MenuPreviewToolbar>
+        <span aria-hidden='true' inert>
+          <Chip rightIcon={ChevronDown}>All records</Chip>
+        </span>
+        <DropdownMenu>
+          <DropdownMenuTrigger asChild>
+            <Chip ref={filterButtonRef} leftIcon={ListFilter} active={status !== null}>
+              Filter
+            </Chip>
+          </DropdownMenuTrigger>
+          <DropdownMenuContent align='start'>
+            <DropdownMenuItem onSelect={() => setStatus(null)} active={status === null}>
+              All statuses
+            </DropdownMenuItem>
+            {(['Qualified', 'Review'] as const).map((value) => (
+              <DropdownMenuItem
+                key={value}
+                onSelect={() => setStatus(value)}
+                active={status === value}
+              >
+                {value}
+              </DropdownMenuItem>
+            ))}
+          </DropdownMenuContent>
+        </DropdownMenu>
+        <span className='ml-auto'>
+          <DropdownMenu>
+            <DropdownMenuTrigger asChild>
+              <Chip leftIcon={Columns3}>Columns</Chip>
+            </DropdownMenuTrigger>
+            <DropdownMenuContent align='end'>
+              <DropdownMenuItem onSelect={() => setShowContact((value) => !value)}>
+                {showContact && <Check />}Contact
+              </DropdownMenuItem>
+            </DropdownMenuContent>
+          </DropdownMenu>
+        </span>
+      </MenuPreviewToolbar>
+      <LeadRecordList
+        rows={visibleRows}
+        selectedId={selectedId}
+        onSelect={(id, opener) => {
+          dialogOpenerRef.current = opener
+          setSelectedId(id)
+        }}
+        showContact={showContact}
+      />
+      {selected && (
+        <LeadRecordDetail
+          key={selected.id}
+          record={selected}
+          onClose={() => setSelectedId(null)}
+          onSave={(record) => {
+            setRows((current) => current.map((row) => (row.id === record.id ? record : row)))
+            setSelectedId(null)
+          }}
+        />
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/tables/components/tables-workflow-preview/index.ts b/apps/sim/app/(landing)/tables/components/tables-workflow-preview/index.ts
new file mode 100644
index 00000000000..9653f9f30db
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-workflow-preview/index.ts
@@ -0,0 +1 @@
+export { TablesWorkflowPreview } from './tables-workflow-preview'
diff --git a/apps/sim/app/(landing)/tables/components/tables-workflow-preview/tables-workflow-preview.tsx b/apps/sim/app/(landing)/tables/components/tables-workflow-preview/tables-workflow-preview.tsx
new file mode 100644
index 00000000000..65da7be872a
--- /dev/null
+++ b/apps/sim/app/(landing)/tables/components/tables-workflow-preview/tables-workflow-preview.tsx
@@ -0,0 +1,43 @@
+'use client'
+
+import { Table as TableIcon } from '@sim/emcn/icons'
+import { AgentIcon } from '@/components/icons'
+import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+import { TwoBlockWorkflowPreview } from '@/app/(landing)/components/shared/two-block-workflow-preview/two-block-workflow-preview'
+
+const SCORE: BlockDef = {
+  id: 'tables-score-lead',
+  name: 'Score lead',
+  type: 'agent',
+  typeLabel: 'Agent',
+  icon: AgentIcon,
+  bgColor: 'var(--text-primary)',
+  sentence: {
+    segments: ['Prompt', { subBlockId: 'model', noun: 'a model' }],
+    values: { model: 'GPT-6 Astra' },
+  },
+  rows: [],
+  x: 24,
+  y: 72,
+}
+
+const SAVE: BlockDef = {
+  id: 'tables-save-lead',
+  name: 'Save qualified lead',
+  type: 'table_v2',
+  typeLabel: 'Table',
+  icon: TableIcon,
+  bgColor: '#10B981',
+  sentence: {
+    segments: ['Insert a row into', { subBlockId: 'tableSelector', noun: 'a table' }],
+    values: { tableSelector: 'Qualified leads' },
+  },
+  rows: [],
+  x: 340,
+  y: 180,
+}
+
+/** Production Agent and Table cards, using the Table block's Insert Row sentence. */
+export function TablesWorkflowPreview() {
+  return <TwoBlockWorkflowPreview source={SCORE} target={SAVE} />
+}
diff --git a/apps/sim/app/(landing)/tables/tables.tsx b/apps/sim/app/(landing)/tables/tables.tsx
index 5f16e7420a2..383fd835267 100644
--- a/apps/sim/app/(landing)/tables/tables.tsx
+++ b/apps/sim/app/(landing)/tables/tables.tsx
@@ -1,167 +1,67 @@
 import {
-  PlatformHeroVisual,
   SolutionsPage,
-  type SolutionsPageConfig,
-} from '@/app/(landing)/components'
-import {
-  AuditTrailGraphic,
-  OperationsTeamsGraphic,
-  RunMonitoringGraphic,
-} from '@/app/(landing)/enterprise/components/feature-graphics'
-import {
-  EnrichmentFillGraphic,
-  TableGridGraphic,
-  TableQueryGraphic,
-} from '@/app/(landing)/tables/components/feature-graphics'
-import { TablesHeroLoop } from '@/app/(landing)/tables/components/tables-hero-loop'
+  type SolutionsProductPageConfig,
+} from '@/app/(landing)/components/solutions-page'
+import { ProductHeroPreview } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview'
+import { TablesEnrichmentPreview } from '@/app/(landing)/tables/components/tables-enrichment-preview'
+import { TablesRecordsPreview } from '@/app/(landing)/tables/components/tables-records-preview'
+import { TablesWorkflowPreview } from '@/app/(landing)/tables/components/tables-workflow-preview'
 
-/**
- * Tables platform page - a consumer of {@link SolutionsPage} rendered
- * with the enterprise page's feature-tile treatment.
- *
- * The whole page is one typed {@link SolutionsPageConfig} rendered inside
- * the shared route-group layout chrome: identity (for structured data), a
- * hero, and two rows of three cards. Every visual slot carries a feature
- * graphic in the enterprise design language - three tables-specific
- * vignettes (the cropped Leads grid, the enrichment ledger, and the dark
- * query-window twin of the workflows page's code tile) plus the
- * monitoring panel, switchboard, and audit ledger retold for runs writing
- * rows, data routing into tables, and row-change history.
- *
- * The JSON-LD emitted by {@link SolutionsPage} is structurally identical
- * to the platform page's (`WebPage` + `BreadcrumbList` +
- * `WebApplication`), so the switch to feature tiles is SEO-neutral.
- */
-/** Shared meta + JSON-LD description for the Tables page (one string, zero drift). */
+/** Shared description for page metadata and structured data. */
 export const TABLES_PAGE_DESCRIPTION =
-  'Tables is the AI agent database built into Sim. Store leads, tickets, and invoices as rows agents read and write, and carry state from one run to the next.'
+  'Give AI agents structured data with Sim Tables. Organize records, enrich rows, run workflows from columns, and read or write data between agent runs.'
 
-const TABLES_CONFIG: SolutionsPageConfig = {
+const TABLES_CONFIG: SolutionsProductPageConfig = {
   module: 'Tables',
   path: '/tables',
   seoDescription: TABLES_PAGE_DESCRIPTION,
   hero: {
     eyebrow: 'Tables',
-    heading: 'Give AI agents a database built into Sim.',
-    description:
-      'Tables is the database built into Sim, the open-source AI workspace. Store the records agents read and write, fill empty cells with enrichments, and keep state between runs.',
+    heading: 'Put your data to work with AI agents.',
+    description: 'Organize, enrich, and put structured data to work across every agent run in Sim.',
+    visual: <ProductHeroPreview product='tables' />,
     summary:
-      'Tables is the AI agent database built into Sim, the open-source AI workspace where teams build, deploy, and manage AI agents. Teams store records agents read and write, run enrichments that fill cells automatically, query rows from agent logic, and keep state between runs, all in one workspace.',
-    visual: (
-      <PlatformHeroVisual>
-        <TablesHeroLoop />
-      </PlatformHeroVisual>
-    ),
+      'Sim Tables is the built-in database in the open-source AI workspace where teams build, deploy, and manage AI agents. Teams organize typed records, filter and edit rows, add enrichment and workflow columns, and use Table blocks to query, insert, and update data across agent runs.',
   },
-  rows: [
+  codeExample: {
+    title: 'Work with data from your terminal.',
+    description:
+      'Find your tables and query their rows with the Sim CLI. Use the results in your own scripts and tools.',
+    filename: 'tables.sh',
+    commands: ['sim tables list', 'sim tables rows query \\', '  "$TABLE_ID" --limit 10'],
+  },
+  features: [
     {
       id: 'records',
-      title: 'Give AI agents structured data to act on.',
-      subtitle:
-        'Sim stores the leads, tickets, and invoices agents work with as tables in the same workspace as the agents.',
-      cta: { label: 'Explore Tables', href: '/signup' },
-      cards: [
-        {
-          title: 'Records agents act on',
-          description:
-            'Store leads, tickets, and invoices as rows agents read and write. Sim keeps the data next to the agents that work it.',
-          visual: <TableGridGraphic />,
-        },
-        {
-          title: 'Enrichments fill the blanks',
-          description:
-            'Sim runs enrichments over new rows, finding work emails, phone numbers, and company info, so empty cells fill themselves.',
-          visual: <EnrichmentFillGraphic />,
-        },
-        {
-          title: 'Query from agent logic',
-          description:
-            'Read and write rows from code or any workflow block. Sim treats every table as part of your agent logic.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: <TableQueryGraphic />,
-        },
-      ],
+      label: 'Structured records',
+      title: 'A working home for your data.',
+      description: 'Filter records, inspect a row, and keep the data your agents use organized.',
+      visual: <TablesRecordsPreview />,
+      cta: { label: 'Explore Tables', href: 'https://docs.sim.ai/tables' },
+    },
+    {
+      id: 'enrich',
+      label: 'Enrichment and workflows',
+      title: 'Fill in the missing context.',
+      description:
+        'Enrich a row or run a workflow to write research, scores, and details back into your table.',
+      visual: <TablesEnrichmentPreview />,
+      cta: {
+        label: 'Explore workflow columns',
+        href: 'https://docs.sim.ai/tables/workflow-columns',
+      },
     },
     {
-      id: 'memory',
-      title: 'Tables are your AI agents’ memory.',
-      subtitle:
-        'Sim carries state between runs. Every run writes rows, every change is recorded, and agents pick up exactly where they left off.',
-      cta: { label: 'See how agents use Tables', href: '/signup' },
-      cards: [
-        {
-          title: 'State between runs',
-          description:
-            'Each run writes its results back to the table, so the next run starts from what Sim already knows.',
-          visual: (
-            <RunMonitoringGraphic
-              fields={[
-                { label: 'Workflow', value: 'Lead enrichment', variant: 'strong' },
-                { label: 'Table', value: 'leads', variant: 'chip' },
-                { label: 'Operation', value: 'Insert', variant: 'chip' },
-                { label: 'Rows written', value: '32', variant: 'mono' },
-              ]}
-              outputPairs={[
-                { key: 'status', value: '"completed"' },
-                { key: 'rows_written', value: '32' },
-              ]}
-            />
-          ),
-        },
-        {
-          title: 'Wire data in and out',
-          description:
-            'Sim routes records from your tools into tables and back out again, one switchboard for structured data.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: (
-            <OperationsTeamsGraphic
-              sourceLabels={['Stripe', 'Salesforce', 'Gmail']}
-              destinationLabels={['leads', 'invoices', 'tickets']}
-            />
-          ),
-        },
-        {
-          title: 'Every change recorded',
-          description:
-            'Sim records every insert and update with who made it, so the history of a table is always inspectable.',
-          visual: (
-            <AuditTrailGraphic
-              entries={[
-                {
-                  action: 'Row updated',
-                  actor: 'Support agent',
-                  resource: 'leads · Acme Co',
-                  time: 'Now',
-                  avatar: '/landing/team-avatar-1.jpg',
-                },
-                {
-                  action: 'Rows inserted',
-                  actor: 'Lead intake',
-                  resource: 'leads · 5 rows',
-                  time: '2 min ago',
-                  avatar: '/landing/team-avatar-2.jpg',
-                },
-                {
-                  action: 'Enrichment completed',
-                  actor: 'Lead enrichment',
-                  resource: 'leads · Work email',
-                  time: '12 min ago',
-                  avatar: '/landing/team-avatar-3.jpg',
-                },
-                {
-                  action: 'Table created',
-                  actor: 'Maya Chen',
-                  resource: 'leads',
-                  time: 'Jun 14',
-                  avatar: '/landing/team-avatar-1.jpg',
-                },
-              ]}
-            />
-          ),
-        },
-      ],
+      id: 'state',
+      label: 'Data across runs',
+      title: 'Carry work from run to run.',
+      description:
+        'Read matching records and save results with Table blocks inside your workflows.',
+      visual: <TablesWorkflowPreview />,
+      cta: {
+        label: 'See Tables in workflows',
+        href: 'https://docs.sim.ai/tables/using-in-workflows',
+      },
     },
   ],
 }
diff --git a/apps/sim/app/(landing)/workflows/components/feature-graphics/agent-code-graphic.tsx b/apps/sim/app/(landing)/workflows/components/feature-graphics/agent-code-graphic.tsx
deleted file mode 100644
index d3303ac6eea..00000000000
--- a/apps/sim/app/(landing)/workflows/components/feature-graphics/agent-code-graphic.tsx
+++ /dev/null
@@ -1,62 +0,0 @@
-import { FolderCode } from '@sim/emcn/icons'
-import {
-  type CodeSegment,
-  CodeWindowGraphic,
-} from '@/app/(landing)/components/shared/code-window-graphic'
-
-/**
- * The `support-agent.ts` excerpt the build-methods tile types out,
- * rendered settled — the same agent, reached from code.
- */
-const CODE_LINES: readonly CodeSegment[][] = [
-  [
-    { text: 'import', tone: 'muted' },
-    { text: ' ' },
-    { text: '{ agent }', tone: 'primary' },
-    { text: ' ' },
-    { text: 'from', tone: 'muted' },
-    { text: ' ' },
-    { text: "'@sim/sdk'", tone: 'primary' },
-  ],
-  [
-    { text: 'const', tone: 'muted' },
-    { text: ' ' },
-    { text: 'supportAgent', tone: 'primary' },
-    { text: ' ' },
-    { text: '= await', tone: 'muted' },
-    { text: ' ' },
-    { text: 'agent', tone: 'primary' },
-  ],
-  [{ text: '  .workflow({' }],
-  [
-    { text: '    ' },
-    { text: 'name:', tone: 'muted' },
-    { text: ' ' },
-    { text: "'Support agent'", tone: 'primary' },
-    { text: ',' },
-  ],
-  [
-    { text: '    ' },
-    { text: 'tools:', tone: 'muted' },
-    { text: ' ' },
-    { text: '[zendesk, slack]', tone: 'primary' },
-    { text: ',' },
-  ],
-  [{ text: '  })' }],
-] as const
-
-/**
- * Code-first building told in the shared {@link CodeWindowGraphic} editor
- * window: the `FolderCode` mark and the `support-agent.ts` filename over
- * the same SDK excerpt the build-methods tile types out, sitting settled
- * so the two tiles read as the same file at rest and mid-write.
- */
-export function AgentCodeGraphic() {
-  return (
-    <CodeWindowGraphic
-      icon={<FolderCode className='size-[14px] text-[var(--text-muted-inverse)]' />}
-      filename='support-agent.ts'
-      lines={CODE_LINES}
-    />
-  )
-}
diff --git a/apps/sim/app/(landing)/workflows/components/feature-graphics/index.ts b/apps/sim/app/(landing)/workflows/components/feature-graphics/index.ts
index 3e814f8371d..c4e316beb8f 100644
--- a/apps/sim/app/(landing)/workflows/components/feature-graphics/index.ts
+++ b/apps/sim/app/(landing)/workflows/components/feature-graphics/index.ts
@@ -1,2 +1 @@
-export { AgentCodeGraphic } from './agent-code-graphic'
 export { WorkflowCanvasGraphic } from './workflow-canvas-graphic'
diff --git a/apps/sim/app/(landing)/workflows/components/feature-graphics/workflow-canvas-graphic.tsx b/apps/sim/app/(landing)/workflows/components/feature-graphics/workflow-canvas-graphic.tsx
index 073d5150bd0..8cb36e7b7b2 100644
--- a/apps/sim/app/(landing)/workflows/components/feature-graphics/workflow-canvas-graphic.tsx
+++ b/apps/sim/app/(landing)/workflows/components/feature-graphics/workflow-canvas-graphic.tsx
@@ -3,29 +3,40 @@ import colorMixFallbacks from '@/app/(landing)/components/shared/color-mix-fallb
 import { FeatureGraphicShell } from '@/app/(landing)/enterprise/components/feature-graphics'
 import styles from '@/app/(landing)/workflows/components/feature-graphics/workflow-canvas-graphic.module.css'
 
-/** Fixed pixel canvas the mini builder is drawn on, centered inside the shell. */
-const CANVAS = { WIDTH: 320, HEIGHT: 250 } as const
+interface WorkflowCanvasLayout {
+  width: number
+  height: number
+  edges: readonly [string, string, string]
+  trigger: { topClass: string; leftClass: string }
+  agent: { topClass: string; leftClass: string }
+  outputTopClass: string
+  outputs: readonly [{ label: string; leftClass: string }, { label: string; leftClass: string }]
+}
 
 /**
- * Wires between the three block tiers, with vertical tangents at both
- * ends (the access tile's edge geometry): the trigger drops straight
- * into the agent, then the agent fans out to its two output blocks.
+ * Homepage portrait crop: the three-tier graph stretched vertically so it
+ * fills a tall bloc instead of floating as a small landscape island.
  */
-const EDGE_PATHS = [
-  'M 160 50 L 160 102',
-  'M 160 144 C 160 172 80 168 80 196',
-  'M 160 144 C 160 172 240 168 240 196',
-] as const
+const LAYOUT: WorkflowCanvasLayout = {
+  width: 280,
+  height: 400,
+  edges: [
+    'M 140 62 L 140 150',
+    'M 140 194 C 140 250 64 260 64 310',
+    'M 140 194 C 140 250 216 260 216 310',
+  ],
+  trigger: { topClass: 'top-[28px]', leftClass: 'left-[140px]' },
+  agent: { topClass: 'top-[150px]', leftClass: 'left-[140px]' },
+  outputTopClass: 'top-[310px]',
+  outputs: [
+    { label: 'Slack', leftClass: 'left-[64px]' },
+    { label: 'Sheets', leftClass: 'left-[216px]' },
+  ],
+}
 
 /** Per-index draw classes — the stagger order is baked into each class's keyframes. */
 const EDGE_DRAW_CLASSES = [styles.edgeDraw0, styles.edgeDraw1, styles.edgeDraw2] as const
 
-/** Output blocks fanned beneath the agent, mirrored around the center axis. */
-const OUTPUT_BLOCKS = [
-  { label: 'Slack', leftClass: 'left-[80px]' },
-  { label: 'Sheets', leftClass: 'left-[240px]' },
-] as const
-
 /**
  * The visual builder told as a mini workflow canvas, with no window
  * framing (the access tile's frameless node-graph composition): three
@@ -33,7 +44,7 @@ const OUTPUT_BLOCKS = [
  * center, and two output blocks fanned below — joined by 1px curved SVG
  * edges with vertical tangents landing on small port dots (the access
  * tile's junction vocabulary). Every block is a white card in the audit
- * tile's exact chrome (`--white` fill, 1px `--border-1` hairline,
+ * tile's exact chrome (`--white` fill, 1px `--border` hairline,
  * `rounded-lg`, `shadow-xs`) so the canvas reads as the workspace's own
  * block language; the agent is the tile's strongest element, pairing its
  * name with a solid `Agent` ChipTag.
@@ -46,31 +57,27 @@ const OUTPUT_BLOCKS = [
  * family's shared ring pulse as the fan-out lands. Under
  * `prefers-reduced-motion` the graph renders fully drawn and static.
  *
- * The feature tile's visual slot bleeds `2rem` right (`1.5rem` under
- * `max-lg`) but not left, so this centered vignette adds matching right
- * padding to land on the tile's visible center instead of the bled
- * slot's center. The fixed-size canvas is `shrink-0` so it keeps its
- * geometry; narrow grid columns are handled by the feature tile itself,
- * which zooms its whole design-space canvas down proportionally (see
- * `SOLUTIONS_VISUAL`), so the outer blocks are never cropped — the
- * access tile's sizing strategy exactly.
+ * The fixed-size canvas is `shrink-0` so it keeps its geometry and is
+ * scaled to the portrait bloc as a whole, so the outer blocks are never
+ * cropped and the graph fills the tall crop instead of sitting as a small
+ * island.
  */
 export function WorkflowCanvasGraphic() {
   return (
-    <FeatureGraphicShell>
+    <FeatureGraphicShell variant='portrait'>
       <div
         aria-hidden='true'
-        className='absolute inset-0 flex items-center justify-center pr-8 max-lg:pr-6'
+        className='absolute inset-0 flex items-center justify-center p-3 [container-type:size]'
       >
-        <div className='relative h-[250px] w-[320px] shrink-0'>
+        <div className='relative h-[400px] w-[280px] shrink-0 [scale:min(tan(atan2(100cqw,280px)),tan(atan2(100cqh,400px)))]'>
           <svg
             className='absolute inset-0'
             fill='none'
-            viewBox={`0 0 ${CANVAS.WIDTH} ${CANVAS.HEIGHT}`}
-            width={CANVAS.WIDTH}
-            height={CANVAS.HEIGHT}
+            viewBox={`0 0 ${LAYOUT.width} ${LAYOUT.height}`}
+            width={LAYOUT.width}
+            height={LAYOUT.height}
           >
-            {EDGE_PATHS.map((path, index) => (
+            {LAYOUT.edges.map((path, index) => (
               <path
                 key={path}
                 d={path}
@@ -85,14 +92,26 @@ export function WorkflowCanvasGraphic() {
             ))}
           </svg>
 
-          <div className='-translate-x-1/2 absolute top-[14px] left-[160px] flex items-center gap-2 rounded-lg border border-[var(--border-1)] bg-[var(--white)] px-2.5 py-1.5 shadow-xs'>
+          <div
+            className={cn(
+              '-translate-x-1/2 absolute flex items-center gap-2 rounded-lg border border-[var(--border)] bg-[var(--white)] px-2.5 py-1.5 shadow-xs dark:bg-[var(--surface-4)]',
+              LAYOUT.trigger.topClass,
+              LAYOUT.trigger.leftClass
+            )}
+          >
             <span className='size-2 shrink-0 rounded-full border border-[var(--text-muted)] bg-[var(--surface-3)]' />
             <span className='whitespace-nowrap text-[var(--text-secondary)] text-caption'>
               New ticket
             </span>
           </div>
 
-          <div className='-translate-x-1/2 absolute top-[102px] left-[160px] flex items-center gap-2 rounded-lg border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-xs'>
+          <div
+            className={cn(
+              '-translate-x-1/2 absolute flex items-center gap-2 rounded-lg border border-[var(--border)] bg-[var(--white)] px-3 py-2.5 shadow-xs dark:bg-[var(--surface-4)]',
+              LAYOUT.agent.topClass,
+              LAYOUT.agent.leftClass
+            )}
+          >
             <span
               className={cn(
                 'size-2.5 shrink-0 rounded-full bg-[var(--text-primary)]',
@@ -105,11 +124,12 @@ export function WorkflowCanvasGraphic() {
             <ChipTag variant='solid'>Agent</ChipTag>
           </div>
 
-          {OUTPUT_BLOCKS.map((block) => (
+          {LAYOUT.outputs.map((block) => (
             <div
               key={block.label}
               className={cn(
-                '-translate-x-1/2 absolute top-[196px] flex items-center gap-2 rounded-lg border border-[var(--border-1)] bg-[var(--white)] px-2.5 py-1.5 shadow-xs',
+                '-translate-x-1/2 absolute flex items-center gap-2 rounded-lg border border-[var(--border)] bg-[var(--white)] px-2.5 py-1.5 shadow-xs dark:bg-[var(--surface-4)]',
+                LAYOUT.outputTopClass,
                 block.leftClass
               )}
             >
diff --git a/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/components/workflow-preview-canvas/index.ts b/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/components/workflow-preview-canvas/index.ts
new file mode 100644
index 00000000000..3e12cc5ad9d
--- /dev/null
+++ b/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/components/workflow-preview-canvas/index.ts
@@ -0,0 +1 @@
+export { WorkflowPreviewCanvas } from './workflow-preview-canvas'
diff --git a/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/components/workflow-preview-canvas/workflow-preview-canvas.tsx b/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/components/workflow-preview-canvas/workflow-preview-canvas.tsx
new file mode 100644
index 00000000000..b5fa492c74f
--- /dev/null
+++ b/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/components/workflow-preview-canvas/workflow-preview-canvas.tsx
@@ -0,0 +1,84 @@
+'use client'
+
+import { cn } from '@sim/emcn'
+import { StageBlockCard } from '@/app/(landing)/components/hero/components/hero-platform-loop/stage-block-card'
+import {
+  horizontalHandleAnchors,
+  smoothStep,
+} from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+import {
+  PREVIEW_BLOCKS,
+  PREVIEW_EDGES,
+} from '@/app/(landing)/workflows/components/workflow-builder-preview/constants'
+
+interface WorkflowPreviewCanvasProps {
+  selectedId?: string
+  runningId?: string | null
+  completedId?: string | null
+  onSelect?: (blockId: string) => void
+  onRunToggle?: (blockId: string) => void
+}
+
+/** Real StageBlockCard silhouettes and handle geometry without loading the editor or stores. */
+export function WorkflowPreviewCanvas({
+  selectedId,
+  runningId,
+  completedId,
+  onSelect,
+  onRunToggle,
+}: WorkflowPreviewCanvasProps) {
+  return (
+    <div className='relative h-[376px] w-[1210px]'>
+      <svg
+        aria-hidden='true'
+        className='absolute inset-0 size-full overflow-visible'
+        viewBox='0 0 1210 376'
+        fill='none'
+      >
+        {PREVIEW_EDGES.map(([sourceId, targetId]) => {
+          const sourceBlock = PREVIEW_BLOCKS.find((block) => block.id === sourceId)
+          const targetBlock = PREVIEW_BLOCKS.find((block) => block.id === targetId)
+          if (!sourceBlock || !targetBlock) return null
+          const source = horizontalHandleAnchors(sourceBlock).out
+          const target = horizontalHandleAnchors(targetBlock).in
+          return (
+            <path
+              key={`${sourceId}-${targetId}`}
+              d={
+                source.y === target.y
+                  ? `M${source.x} ${source.y}H${target.x}`
+                  : smoothStep(source.x, source.y, target.x, target.y)
+              }
+              stroke='var(--text-secondary)'
+              strokeWidth={1.5}
+            />
+          )
+        })}
+      </svg>
+      {PREVIEW_BLOCKS.map((block) => (
+        <div
+          key={block.id}
+          onFocus={() => onSelect?.(block.id)}
+          className={cn(
+            'absolute',
+            block.className,
+            onSelect &&
+              '[&_[role=button]:focus-visible]:outline-2 [&_[role=button]:focus-visible]:outline-[var(--text-secondary)] [&_[role=button]:focus-visible]:outline-solid [&_[role=button]:focus-visible]:outline-offset-4'
+          )}
+        >
+          <StageBlockCard
+            block={block}
+            orientation='horizontal'
+            selected={selectedId === block.id}
+            decorative={!onSelect}
+            runStatus={
+              runningId === block.id ? 'running' : completedId === block.id ? 'complete' : 'idle'
+            }
+            onSelect={onSelect}
+            onRunToggle={onRunToggle}
+          />
+        </div>
+      ))}
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/constants.ts b/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/constants.ts
new file mode 100644
index 00000000000..f7377731105
--- /dev/null
+++ b/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/constants.ts
@@ -0,0 +1,128 @@
+import { Table as TableIcon } from '@sim/emcn/icons'
+import { AgentIcon, PackageSearchIcon, SlackIcon } from '@/components/icons'
+import type { BlockDef } from '@/app/(landing)/components/hero/components/hero-visual/workflow-data'
+
+interface PreviewBlock extends BlockDef {
+  selectorLabel: string
+  className: string
+  focusClassName: string
+}
+
+/** A support request becomes a grounded reply and a record in Tables, using production sentences. */
+export const PREVIEW_BLOCKS: PreviewBlock[] = [
+  {
+    id: 'request',
+    name: 'New message',
+    type: 'slack_v2',
+    typeLabel: 'Slack',
+    selectorLabel: 'Request',
+    icon: SlackIcon,
+    bgColor: '#611f69',
+    isIntegration: true,
+    isTrigger: true,
+    sentence: {
+      segments: [
+        'Run on',
+        { subBlockId: 'eventType', noun: 'an event' },
+        'in',
+        { subBlockId: 'channelFilter', noun: 'a channel' },
+      ],
+      values: { eventType: 'Message', channelFilter: '#help' },
+    },
+    rows: [],
+    x: 0,
+    y: 148,
+    className: 'left-0 top-[148px]',
+    focusClassName: '@max-[760px]:translate-x-[calc(-50%+480px)]',
+  },
+  {
+    id: 'knowledge',
+    name: 'Find docs',
+    type: 'knowledge',
+    typeLabel: 'Knowledge',
+    selectorLabel: 'Knowledge',
+    icon: PackageSearchIcon,
+    bgColor: '#00B0B0',
+    sentence: {
+      segments: ['Search', { subBlockId: 'knowledgeBaseSelector', noun: 'a knowledge base' }],
+      values: { knowledgeBaseSelector: 'Help center' },
+    },
+    rows: [],
+    x: 320,
+    y: 132,
+    className: 'left-[320px] top-[132px]',
+    focusClassName: '@max-[760px]:translate-x-[calc(-50%+160px)]',
+  },
+  {
+    id: 'draft',
+    name: 'Draft reply',
+    type: 'agent',
+    typeLabel: 'Agent',
+    selectorLabel: 'Agent',
+    icon: AgentIcon,
+    bgColor: 'var(--text-primary)',
+    sentence: {
+      segments: ['Prompt', { subBlockId: 'model', noun: 'a model' }],
+      values: { model: 'GPT-6 Astra' },
+    },
+    rows: [],
+    x: 640,
+    y: 132,
+    className: 'left-[640px] top-[132px]',
+    focusClassName: '@max-[760px]:translate-x-[calc(-50%-160px)]',
+  },
+  {
+    id: 'reply',
+    name: 'Send reply',
+    type: 'slack_v2',
+    typeLabel: 'Slack',
+    selectorLabel: 'Slack',
+    icon: SlackIcon,
+    bgColor: '#611f69',
+    isIntegration: true,
+    isTerminal: true,
+    sentence: {
+      segments: [
+        'Post',
+        { subBlockId: 'text', noun: 'a message' },
+        'to',
+        { subBlockId: 'channel', noun: 'a channel' },
+      ],
+      values: { text: 'reply', channel: '#help' },
+    },
+    rows: [],
+    x: 960,
+    y: 24,
+    className: 'left-[960px] top-6',
+    focusClassName:
+      '@max-[760px]:translate-x-[calc(-50%-480px)] @max-[760px]:translate-y-[calc(-50%+108px)]',
+  },
+  {
+    id: 'record',
+    name: 'Save ticket',
+    type: 'table_v2',
+    typeLabel: 'Table',
+    selectorLabel: 'Table',
+    icon: TableIcon,
+    bgColor: '#10B981',
+    isTerminal: true,
+    sentence: {
+      segments: ['Insert a row into', { subBlockId: 'tableSelector', noun: 'a table' }],
+      values: { tableSelector: 'Tickets' },
+    },
+    rows: [],
+    x: 960,
+    y: 240,
+    className: 'left-[960px] top-60',
+    focusClassName:
+      '@max-[760px]:translate-x-[calc(-50%-480px)] @max-[760px]:translate-y-[calc(-50%-108px)]',
+  },
+]
+
+/** Both outputs consume the drafted reply; this is a fan-out, not a conditional branch. */
+export const PREVIEW_EDGES = [
+  ['request', 'knowledge'],
+  ['knowledge', 'draft'],
+  ['draft', 'reply'],
+  ['draft', 'record'],
+] as const
diff --git a/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/index.ts b/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/index.ts
new file mode 100644
index 00000000000..7800ab599f7
--- /dev/null
+++ b/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/index.ts
@@ -0,0 +1 @@
+export { WorkflowBuilderPreview } from './workflow-builder-preview'
diff --git a/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/workflow-builder-preview.tsx b/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/workflow-builder-preview.tsx
new file mode 100644
index 00000000000..cf9c82e6e7c
--- /dev/null
+++ b/apps/sim/app/(landing)/workflows/components/workflow-builder-preview/workflow-builder-preview.tsx
@@ -0,0 +1,81 @@
+'use client'
+
+import { useEffect, useId, useState } from 'react'
+import { Chip, cn } from '@sim/emcn'
+import { EdgeFade } from '@/app/(landing)/components/shared/edge-fade'
+import { WorkflowPreviewCanvas } from '@/app/(landing)/workflows/components/workflow-builder-preview/components/workflow-preview-canvas'
+import { PREVIEW_BLOCKS } from '@/app/(landing)/workflows/components/workflow-builder-preview/constants'
+
+/** The production workflow cards, ports, selection toolbar, and run affordance in an open stage. */
+export function WorkflowBuilderPreview() {
+  const previewId = useId()
+  const [selectedId, setSelectedId] = useState('draft')
+  const [runningId, setRunningId] = useState<string | null>(null)
+  const [completedId, setCompletedId] = useState<string | null>(null)
+
+  useEffect(() => {
+    if (!runningId) return
+    const timeout = window.setTimeout(() => {
+      setCompletedId(runningId)
+      setRunningId(null)
+    }, 1200)
+    return () => window.clearTimeout(timeout)
+  }, [runningId])
+
+  const handleRunToggle = (blockId: string) => {
+    setSelectedId(blockId)
+    setCompletedId(null)
+    setRunningId((current) => (current === blockId ? null : blockId))
+  }
+
+  return (
+    <div data-workflow-builder-preview className='absolute inset-0 overflow-clip bg-[var(--bg)]'>
+      <div
+        id={previewId}
+        role='group'
+        aria-label='Support request workflow: find knowledge, draft a reply, send it to Slack, and save a ticket'
+        className={cn(
+          '-translate-x-1/2 -translate-y-1/2 absolute top-[44%] left-1/2 h-[376px] w-[1210px] transition-transform duration-300 ease-out motion-reduce:transition-none',
+          PREVIEW_BLOCKS.find((block) => block.id === selectedId)?.focusClassName
+        )}
+      >
+        <div className='size-full @max-[1000px]:scale-[0.6] @max-[1280px]:scale-[0.78] @max-[760px]:scale-100'>
+          <WorkflowPreviewCanvas
+            selectedId={selectedId}
+            runningId={runningId}
+            completedId={completedId}
+            onSelect={setSelectedId}
+            onRunToggle={handleRunToggle}
+          />
+        </div>
+      </div>
+      <EdgeFade ground='canvas' edges={['left', 'right']} depth='preview' />
+      <div className='absolute inset-x-5 bottom-8 z-10 flex flex-col items-center gap-3'>
+        <div
+          role='group'
+          aria-label='Select a workflow block'
+          className='flex flex-wrap justify-center gap-1.5'
+        >
+          {PREVIEW_BLOCKS.map((block) => (
+            <Chip
+              key={block.id}
+              active={selectedId === block.id}
+              aria-pressed={selectedId === block.id}
+              aria-controls={previewId}
+              onClick={() => setSelectedId(block.id)}
+            >
+              {block.selectorLabel}
+            </Chip>
+          ))}
+        </div>
+        <p role='status' aria-live='polite' className='text-[var(--text-secondary)] text-caption'>
+          {runningId
+            ? 'Running sample block…'
+            : completedId
+              ? 'Sample run complete'
+              : 'Select a block to preview its controls'}
+        </p>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/workflows/components/workflow-deployment-preview/index.ts b/apps/sim/app/(landing)/workflows/components/workflow-deployment-preview/index.ts
new file mode 100644
index 00000000000..263e479a3d9
--- /dev/null
+++ b/apps/sim/app/(landing)/workflows/components/workflow-deployment-preview/index.ts
@@ -0,0 +1 @@
+export { WorkflowDeploymentPreview } from './workflow-deployment-preview'
diff --git a/apps/sim/app/(landing)/workflows/components/workflow-deployment-preview/workflow-deployment-preview.tsx b/apps/sim/app/(landing)/workflows/components/workflow-deployment-preview/workflow-deployment-preview.tsx
new file mode 100644
index 00000000000..5109978c337
--- /dev/null
+++ b/apps/sim/app/(landing)/workflows/components/workflow-deployment-preview/workflow-deployment-preview.tsx
@@ -0,0 +1,108 @@
+'use client'
+
+import { ChipModalHeader, ChipModalTabs } from '@sim/emcn'
+import { FileText, MoreVertical } from '@sim/emcn/icons'
+import { WorkflowPreviewCanvas } from '@/app/(landing)/workflows/components/workflow-builder-preview/components/workflow-preview-canvas'
+
+const DEPLOYMENT_TABS = [
+  { value: 'general', label: 'General' },
+  { value: 'api', label: 'API' },
+  { value: 'mcp', label: 'MCP' },
+  { value: 'chat', label: 'Chat' },
+] as const
+
+const VERSIONS = [
+  {
+    version: 'v3',
+    name: 'Support replies',
+    deployedBy: 'Morgan',
+    timestamp: 'Sep 7, 9:41 AM',
+    live: true,
+  },
+  {
+    version: 'v2',
+    name: 'Reply prompt',
+    deployedBy: 'Alex',
+    timestamp: 'Sep 6, 4:12 PM',
+    live: false,
+  },
+  {
+    version: 'v1',
+    name: 'Initial deployment',
+    deployedBy: 'Morgan',
+    timestamp: 'Sep 3, 11:20 AM',
+    live: false,
+  },
+] as const
+
+/** The real deployment General tab: native modal tabs, live workflow, and version-history columns. */
+export function WorkflowDeploymentPreview() {
+  return (
+    <div
+      aria-hidden='true'
+      inert
+      data-workflow-deployment-preview
+      className='pointer-events-none absolute @max-[400px]:top-8 top-12 left-6 w-[600px] select-none overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] text-small'
+    >
+      <ChipModalHeader onClose={() => {}}>Workflow Deployment</ChipModalHeader>
+      <div className='space-y-4 px-4 py-3'>
+        <ChipModalTabs
+          tabs={DEPLOYMENT_TABS}
+          value='general'
+          onChange={() => {}}
+          aria-label='Deployment settings'
+        />
+        <div>
+          <p className='mb-1.5 pl-0.5 text-[var(--text-primary)]'>Live Workflow</p>
+          <div className='relative h-[156px] overflow-hidden rounded-sm border border-[var(--border)] bg-[var(--bg)]'>
+            <div className='-translate-x-1/2 -translate-y-1/2 absolute top-1/2 left-1/2 h-[376px] w-[1210px] scale-[0.42]'>
+              <WorkflowPreviewCanvas />
+            </div>
+          </div>
+        </div>
+        <div>
+          <p className='mb-1.5 pl-0.5 text-[var(--text-primary)]'>Versions</p>
+          <div className='overflow-hidden rounded-sm border border-[var(--border)] text-caption'>
+            <div className='flex h-[30px] items-center bg-[var(--surface-1)] px-4 text-[var(--text-tertiary)]'>
+              <span className='w-[180px] shrink-0'>Version</span>
+              <span className='w-[140px] shrink-0'>Deployed by</span>
+              <span className='min-w-0 flex-1'>Timestamp</span>
+              <span className='w-[40px] shrink-0' />
+            </div>
+            {VERSIONS.map((version) => (
+              <div
+                key={version.version}
+                className='flex h-9 items-center bg-[var(--surface-2)] px-4'
+              >
+                <div className='flex w-[180px] shrink-0 items-center gap-3 pr-2 text-[var(--text-primary)]'>
+                  <span
+                    className={
+                      version.live
+                        ? 'size-[6px] shrink-0 rounded-xs bg-[var(--indicator-active)]'
+                        : 'size-[6px] shrink-0 rounded-xs bg-[var(--indicator-inactive)]'
+                    }
+                  />
+                  <span className='shrink-0 text-[var(--text-tertiary)]'>{version.version}</span>
+                  <span className='truncate'>{version.name}</span>
+                  {version.live && (
+                    <span className='shrink-0 text-[var(--text-tertiary)]'>(live)</span>
+                  )}
+                </div>
+                <span className='w-[140px] shrink-0 truncate text-[var(--text-tertiary)]'>
+                  {version.deployedBy}
+                </span>
+                <span className='min-w-0 flex-1 truncate text-[var(--text-tertiary)]'>
+                  {version.timestamp}
+                </span>
+                <div className='flex w-[40px] shrink-0 justify-end gap-2 text-[var(--text-icon)]'>
+                  <FileText className='size-3.5' />
+                  <MoreVertical className='size-3.5' />
+                </div>
+              </div>
+            ))}
+          </div>
+        </div>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/workflows/components/workflow-schedule-preview/index.ts b/apps/sim/app/(landing)/workflows/components/workflow-schedule-preview/index.ts
new file mode 100644
index 00000000000..1db35219bbc
--- /dev/null
+++ b/apps/sim/app/(landing)/workflows/components/workflow-schedule-preview/index.ts
@@ -0,0 +1 @@
+export { WorkflowSchedulePreview } from './workflow-schedule-preview'
diff --git a/apps/sim/app/(landing)/workflows/components/workflow-schedule-preview/workflow-schedule-preview.tsx b/apps/sim/app/(landing)/workflows/components/workflow-schedule-preview/workflow-schedule-preview.tsx
new file mode 100644
index 00000000000..efe3e57931f
--- /dev/null
+++ b/apps/sim/app/(landing)/workflows/components/workflow-schedule-preview/workflow-schedule-preview.tsx
@@ -0,0 +1,62 @@
+'use client'
+
+import { ChipInput, Combobox } from '@sim/emcn'
+import { Clock } from '@sim/emcn/icons'
+import { MenuPreviewHeader } from '@/app/(landing)/components/navbar/components/nav-menu-chip/components/nav-menu-preview/components/menu-preview-header/menu-preview-header'
+
+const FREQUENCIES = [
+  { value: 'minutes', label: 'Every X Minutes' },
+  { value: 'hourly', label: 'Hourly' },
+  { value: 'daily', label: 'Daily' },
+  { value: 'weekly', label: 'Weekly' },
+  { value: 'monthly', label: 'Monthly' },
+  { value: 'custom', label: 'Custom (Cron)' },
+]
+
+/** ScheduleBlock's real fields and display labels, using the editor's native controls. */
+export function WorkflowSchedulePreview() {
+  return (
+    <div
+      aria-hidden='true'
+      inert
+      data-workflow-schedule-preview
+      className='pointer-events-none absolute @max-[400px]:top-8 top-12 left-6 w-[390px] select-none overflow-hidden rounded-lg border border-[var(--border)] bg-[var(--bg)] text-small'
+    >
+      <MenuPreviewHeader icon={Clock} title='Weekday digest' />
+      <div className='space-y-4 p-4'>
+        <div className='space-y-1.5'>
+          <p className='text-[var(--text-primary)]'>Run frequency</p>
+          <Combobox
+            options={FREQUENCIES}
+            value='custom'
+            onChange={() => {}}
+            editable={false}
+            searchable={false}
+          />
+        </div>
+        <div className='space-y-1.5'>
+          <p className='text-[var(--text-primary)]'>Cron expression</p>
+          <ChipInput
+            aria-label='Cron expression'
+            value='0 9 * * 1-5'
+            readOnly
+            inputClassName='font-mono'
+          />
+        </div>
+        <div className='space-y-1.5'>
+          <p className='text-[var(--text-primary)]'>Timezone</p>
+          <Combobox
+            options={[{ value: 'America/Los_Angeles', label: 'US Pacific (UTC-8)' }]}
+            value='America/Los_Angeles'
+            onChange={() => {}}
+            editable={false}
+            searchable
+          />
+        </div>
+        <p className='text-[var(--text-tertiary)] text-caption'>
+          At 9:00 AM, Monday through Friday
+        </p>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/sim/app/(landing)/workflows/components/workflows-editor-loop.tsx b/apps/sim/app/(landing)/workflows/components/workflows-editor-loop.tsx
index ff564048d90..6e788929bb0 100644
--- a/apps/sim/app/(landing)/workflows/components/workflows-editor-loop.tsx
+++ b/apps/sim/app/(landing)/workflows/components/workflows-editor-loop.tsx
@@ -33,6 +33,8 @@ const WORKFLOWS_EDITOR_CONTENT: EditorLoopContent = {
     {
       id: 'start',
       name: 'Start',
+      type: 'start_trigger',
+      typeLabel: 'Start',
       icon: StartIcon,
       bgColor: 'var(--text-muted)',
       isTrigger: true,
@@ -43,6 +45,8 @@ const WORKFLOWS_EDITOR_CONTENT: EditorLoopContent = {
     {
       id: 'agent',
       name: 'Support agent',
+      type: 'agent',
+      typeLabel: 'Agent',
       icon: AgentIcon,
       bgColor: 'var(--text-primary)',
       rows: [
@@ -55,6 +59,8 @@ const WORKFLOWS_EDITOR_CONTENT: EditorLoopContent = {
     {
       id: 'route',
       name: 'Route intent',
+      type: 'condition',
+      typeLabel: 'Condition',
       icon: ConditionalIcon,
       bgColor: 'var(--text-secondary)',
       rows: [{ title: 'Conditions', value: '-' }],
@@ -64,6 +70,9 @@ const WORKFLOWS_EDITOR_CONTENT: EditorLoopContent = {
     {
       id: 'slack',
       name: 'Reply in Slack',
+      type: 'slack',
+      typeLabel: 'Slack',
+      isIntegration: true,
       icon: SlackIcon,
       bgColor: '#611F69',
       isTerminal: true,
@@ -77,6 +86,9 @@ const WORKFLOWS_EDITOR_CONTENT: EditorLoopContent = {
     {
       id: 'jira',
       name: 'Escalate to Jira',
+      type: 'jira',
+      typeLabel: 'Jira',
+      isIntegration: true,
       icon: JiraIcon,
       bgColor: '#FFFFFF',
       tileBorder: true,
@@ -91,6 +103,8 @@ const WORKFLOWS_EDITOR_CONTENT: EditorLoopContent = {
     {
       id: 'tables',
       name: 'Log to Tables',
+      type: 'table',
+      typeLabel: 'Table',
       icon: TableIcon,
       bgColor: 'var(--text-body)',
       isTerminal: true,
diff --git a/apps/sim/app/(landing)/workflows/workflows.tsx b/apps/sim/app/(landing)/workflows/workflows.tsx
index 862082c26c1..886c4dda0d2 100644
--- a/apps/sim/app/(landing)/workflows/workflows.tsx
+++ b/apps/sim/app/(landing)/workflows/workflows.tsx
@@ -1,170 +1,66 @@
 import {
-  PlatformHeroVisual,
   SolutionsPage,
-  type SolutionsPageConfig,
-} from '@/app/(landing)/components'
-import {
-  AuditTrailGraphic,
-  BuildMethodsGraphic,
-  DeployGraphic,
-  RunMonitoringGraphic,
-} from '@/app/(landing)/enterprise/components/feature-graphics'
-import { KnowledgeAnswerGraphic } from '@/app/(landing)/solutions/components/feature-graphics'
-import {
-  AgentCodeGraphic,
-  WorkflowCanvasGraphic,
-} from '@/app/(landing)/workflows/components/feature-graphics'
-import { WorkflowsEditorLoop } from '@/app/(landing)/workflows/components/workflows-editor-loop'
+  type SolutionsProductPageConfig,
+} from '@/app/(landing)/components/solutions-page'
+import { ProductHeroPreview } from '@/app/(landing)/components/solutions-page/components/solutions-product-page/components/product-hero-preview'
+import { WorkflowBuilderPreview } from '@/app/(landing)/workflows/components/workflow-builder-preview'
+import { WorkflowDeploymentPreview } from '@/app/(landing)/workflows/components/workflow-deployment-preview'
+import { WorkflowSchedulePreview } from '@/app/(landing)/workflows/components/workflow-schedule-preview'
 
-/**
- * Workflows platform page - a consumer of {@link SolutionsPage} rendered
- * with the enterprise page's feature-tile treatment.
- *
- * The whole page is one typed {@link SolutionsPageConfig} rendered inside
- * the shared route-group layout chrome: identity (for structured data), a
- * hero, and card rows of 3-4 cards. Every visual slot carries a feature
- * graphic in the enterprise design language - the build-methods loop and
- * deploy window reused for the stories they already tell, the monitoring
- * panel, chat answer, and audit ledger retold for scheduled runs, Slack
- * bots, and run tracing (as a 2×2 grid, so each vignette keeps its full
- * treatment), plus two workflows-specific vignettes: the mini builder
- * canvas and its code-side twin.
- *
- * The JSON-LD emitted by {@link SolutionsPage} is structurally identical
- * to the platform page's (`WebPage` + `BreadcrumbList` +
- * `WebApplication`), so the switch to feature tiles is SEO-neutral.
- */
-/** Shared meta + JSON-LD description for the Workflows page (one string, zero drift). */
+/** Shared description for page metadata and structured data. */
 export const WORKFLOWS_PAGE_DESCRIPTION =
-  "Sim's AI workflow builder connects blocks, every major LLM, and 1,000+ integrations into agents. Build Slack bots and data pipelines visually or in code."
+  'Build AI workflows in Sim with visual blocks, models, and integrations. Run on a schedule or event, then deploy as an API, chat, or MCP tool.'
 
-const WORKFLOWS_CONFIG: SolutionsPageConfig = {
+const WORKFLOWS_CONFIG: SolutionsProductPageConfig = {
   module: 'Workflows',
   path: '/workflows',
   seoDescription: WORKFLOWS_PAGE_DESCRIPTION,
   hero: {
     eyebrow: 'Workflows',
-    heading: 'Build AI agent workflows visually in Sim.',
-    description:
-      'Workflows is the visual AI workflow builder in Sim, the open-source AI workspace. Connect blocks, every major LLM, and 1,000+ integrations into Slack bots, compliance agents, and data pipelines.',
+    heading: 'Build AI workflows you can follow.',
+    description: 'Connect models, tools, and data. Build, test, and deploy AI workflows in Sim.',
     summary:
-      'Workflows is the visual AI workflow builder in Sim, the open-source AI workspace where teams build, deploy, and manage AI agents. Teams wire blocks, every major LLM, and 1,000+ integrations into agent logic, then deploy and trace every run without leaving Sim.',
-    visual: (
-      <PlatformHeroVisual>
-        <WorkflowsEditorLoop />
-      </PlatformHeroVisual>
-    ),
+      'Sim Workflows is the visual builder in the open-source AI workspace. Teams connect models, integrations, code, and workspace data into reusable AI workflows. Start runs manually, on a schedule, or from an event, then deploy a version as an API, a chat, or an MCP tool.',
+    visual: <ProductHeroPreview product='workflows' />,
   },
-  rows: [
+  codeExample: {
+    title: 'Deploy and run from your terminal.',
+    description:
+      'Use the Sim CLI to deploy a workflow you’ve built, run it, and follow its progress from your terminal.',
+    filename: 'workflows.sh',
+    commands: [
+      'sim workflows list',
+      'sim workflows deploy \\',
+      '  "$WORKFLOW_ID"',
+      'sim workflows run \\',
+      '  "$WORKFLOW_ID" --follow',
+    ],
+  },
+  features: [
     {
       id: 'build',
-      title: 'Build AI agents the way that fits.',
-      subtitle:
-        'Sim lets teams build agents visually, in natural language, or with code, wiring up any model and 1,000+ integrations in one workspace.',
-      cta: { label: 'Explore the workflow builder', href: '/signup' },
-      cards: [
-        {
-          title: 'Drag and connect',
-          description:
-            'Wire blocks, models, and integrations on the visual builder. Sim turns the graph into agent logic you can run.',
-          visual: <WorkflowCanvasGraphic />,
-        },
-        {
-          title: 'Describe it in words',
-          description:
-            'Tell Sim what the agent should do in plain language, and the workspace assembles the workflow for you.',
-          visual: <BuildMethodsGraphic />,
-        },
-        {
-          title: 'Drop into code',
-          description:
-            'Reach for code blocks when you need exact control. Sim runs your logic alongside every other block.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: <AgentCodeGraphic />,
-        },
-      ],
+      label: 'Visual builder',
+      title: 'Build visually. Run with confidence.',
+      description: 'Connect models, tools, and logic in a canvas you can inspect and test.',
+      visual: <WorkflowBuilderPreview />,
+      visualSize: 'compact',
+      cta: { label: 'Explore the builder', href: 'https://docs.sim.ai/workflows' },
+    },
+    {
+      id: 'triggers',
+      label: 'Triggers',
+      title: 'Start with an event.',
+      description: 'Run on a schedule, from a webhook, or when connected tools have new work.',
+      visual: <WorkflowSchedulePreview />,
+      cta: { label: 'Explore triggers', href: 'https://docs.sim.ai/workflows/triggers/schedule' },
     },
     {
       id: 'deploy',
-      title: 'Deploy and run without leaving Sim.',
-      subtitle:
-        'Ship agents to production as APIs, Slack bots, or scheduled jobs, and trace every run block by block, all in one workspace.',
-      cta: { label: 'Learn about deployment', href: '/signup' },
-      columns: 2,
-      cards: [
-        {
-          title: 'Ship as an API',
-          description:
-            'Sim exposes every workflow as an endpoint, so any system can call your agent with one request.',
-          featureTileTone: 'dark',
-          featureTileDescriptionTone: 'soft',
-          visual: (
-            <DeployGraphic
-              url='sim.ai/api/agents/support'
-              statusLabel='Endpoint live in production'
-            />
-          ),
-        },
-        {
-          title: 'Run on a schedule',
-          description:
-            'Set agents to run on a cadence. Sim handles the triggers so the work happens on its own.',
-          visual: <RunMonitoringGraphic />,
-        },
-        {
-          title: 'Connect to Slack',
-          description:
-            'Turn a workflow into a Slack bot your team talks to. Sim wires the integration end to end.',
-          visual: (
-            <KnowledgeAnswerGraphic
-              question='@sim how do refunds work for annual plans?'
-              answer='Annual plans are refunded pro-rata. The refund workflow checks the policy, computes the credit, and files it in Zendesk automatically.'
-              sourceLabel='Support playbook'
-              sourceDetail='Answered in #support'
-            />
-          ),
-        },
-        {
-          title: 'Trace every run',
-          description:
-            'Sim logs each run block by block, so teams see exactly what an agent did and why.',
-          visual: (
-            <AuditTrailGraphic
-              entries={[
-                {
-                  action: 'Run completed',
-                  actor: 'Support agent',
-                  resource: '24 tickets resolved',
-                  time: 'Now',
-                  avatar: '/landing/team-avatar-1.jpg',
-                },
-                {
-                  action: 'Reply sent',
-                  actor: 'Support agent',
-                  resource: '#support',
-                  time: '2 min ago',
-                  avatar: '/landing/team-avatar-2.jpg',
-                },
-                {
-                  action: 'Tool called',
-                  actor: 'Support agent',
-                  resource: 'Zendesk API',
-                  time: '2 min ago',
-                  avatar: '/landing/team-avatar-3.jpg',
-                },
-                {
-                  action: 'Run started',
-                  actor: 'Schedule trigger',
-                  resource: 'Daily at 9:00',
-                  time: '3 min ago',
-                  avatar: '/landing/team-avatar-1.jpg',
-                },
-              ]}
-            />
-          ),
-        },
-      ],
+      label: 'Deployment',
+      title: 'From canvas to live workflow.',
+      description: 'Publish as an API, chat, or MCP tool, with versions you can return to.',
+      visual: <WorkflowDeploymentPreview />,
+      cta: { label: 'Explore deployment', href: 'https://docs.sim.ai/workflows/deployment' },
     },
   ],
 }
diff --git a/apps/sim/app/_shell/providers/theme-provider.test.tsx b/apps/sim/app/_shell/providers/theme-provider.test.tsx
new file mode 100644
index 00000000000..c3f58ce2ae7
--- /dev/null
+++ b/apps/sim/app/_shell/providers/theme-provider.test.tsx
@@ -0,0 +1,77 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockUsePathname } = vi.hoisted(() => ({ mockUsePathname: vi.fn() }))
+
+vi.mock('next/navigation', () => ({ usePathname: mockUsePathname }))
+
+import { ThemeProvider } from '@/app/_shell/providers/theme-provider'
+
+let root: Root
+let host: HTMLDivElement
+
+/** A dark OS, so `system` resolves to dark wherever it applies. */
+function stubDarkOs() {
+  vi.stubGlobal(
+    'matchMedia',
+    vi.fn((query: string) => ({
+      matches: query.includes('dark'),
+      media: query,
+      addListener: vi.fn(),
+      removeListener: vi.fn(),
+      addEventListener: vi.fn(),
+      removeEventListener: vi.fn(),
+    }))
+  )
+}
+
+function render(pathname: string) {
+  mockUsePathname.mockReturnValue(pathname)
+  act(() => root.render(<ThemeProvider>child</ThemeProvider>))
+  return document.documentElement.classList
+}
+
+beforeEach(() => {
+  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
+  stubDarkOs()
+  localStorage.clear()
+  document.documentElement.className = ''
+  host = document.createElement('div')
+  document.body.append(host)
+  root = createRoot(host)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  host.remove()
+  vi.unstubAllGlobals()
+})
+
+describe('ThemeProvider theme stores', () => {
+  it('renders the landing light for a signed-in user whose app theme is system', () => {
+    localStorage.setItem('sim-theme', 'system')
+    expect(render('/')).toContain('light')
+  })
+
+  it('honours a theme chosen from the landing footer', () => {
+    localStorage.setItem('sim-theme', 'system')
+    localStorage.setItem('sim-landing-theme', 'dark')
+    expect(render('/workflows')).toContain('dark')
+  })
+
+  it('keeps the workspace on the account-synced store', () => {
+    localStorage.setItem('sim-landing-theme', 'light')
+    localStorage.setItem('sim-theme', 'system')
+    expect(render('/workspace/ws-1/home')).toContain('dark')
+  })
+
+  it('still forces light on the auth shell regardless of either store', () => {
+    localStorage.setItem('sim-theme', 'dark')
+    localStorage.setItem('sim-landing-theme', 'dark')
+    expect(render('/login')).toContain('light')
+  })
+})
diff --git a/apps/sim/app/_shell/providers/theme-provider.tsx b/apps/sim/app/_shell/providers/theme-provider.tsx
index 420d60e5c3a..3ee8c5c90fc 100644
--- a/apps/sim/app/_shell/providers/theme-provider.tsx
+++ b/apps/sim/app/_shell/providers/theme-provider.tsx
@@ -1,5 +1,6 @@
 'use client'
 
+import { useState } from 'react'
 import { usePathname } from 'next/navigation'
 import type { ThemeProviderProps } from 'next-themes'
 import { ThemeProvider as NextThemesProvider } from 'next-themes'
@@ -32,31 +33,55 @@ const NON_LANDING_LIGHT_SEGMENTS = [
 /**
  * Path segments rendered light regardless of the visitor's theme.
  *
- * `LandingShell`, `AuthShell` and the rest pin `light` on a wrapper *inside* the
- * page, which leaves `<html>` on the visitor's theme. Forcing the theme here
- * puts the same layer on `<html>`, so root-level chrome — scrollbars,
- * `color-scheme`, and anything portalled to `<body>` such as the cookie consent
- * banner — matches the page it sits on instead of contradicting it.
+ * `AuthShell` and the rest pin `light` on a wrapper *inside* the page, which
+ * leaves `<html>` on the visitor's theme. Forcing the theme here puts the same
+ * layer on `<html>`, so root-level chrome — scrollbars, `color-scheme`, and
+ * anything portalled to `<body>` such as the cookie consent banner — matches
+ * the page it sits on instead of contradicting it.
  */
-const LIGHT_MODE_SEGMENTS: ReadonlySet<string> = new Set([
-  ...LANDING_ROUTES,
-  ...NON_LANDING_LIGHT_SEGMENTS,
-])
+const LIGHT_MODE_SEGMENTS: ReadonlySet<string> = new Set(NON_LANDING_LIGHT_SEGMENTS)
+
+/**
+ * The marketing surface: the root plus every `app/(landing)` segment. These
+ * pages keep their own stored theme, written only by the landing footer's
+ * toggle, so a visitor who has never chosen one there gets light, the landing
+ * family's design baseline. The app's `sim-theme` key cannot serve: the
+ * workspace's settings sync writes the account default (`system`) into it for
+ * every signed-in user, which would render the marketing site in the OS theme
+ * and overwrite any choice the footer toggle made.
+ */
+const LANDING_SEGMENTS: ReadonlySet<string> = new Set(LANDING_ROUTES)
+
+const APP_SURFACE = { defaultTheme: 'system', storageKey: 'sim-theme' } as const
+const LANDING_SURFACE = { defaultTheme: 'light', storageKey: 'sim-landing-theme' } as const
+
+function isLandingPath(pathname: string): boolean {
+  const firstSegment = pathname.split('/')[1]
+  return firstSegment === '' || LANDING_SEGMENTS.has(firstSegment)
+}
 
 export function ThemeProvider({ children, ...props }: ThemeProviderProps) {
   const pathname = usePathname()
 
-  const firstSegment = pathname.split('/')[1]
-  const forcedTheme =
-    firstSegment === '' || LIGHT_MODE_SEGMENTS.has(firstSegment) ? 'light' : undefined
+  /**
+   * next-themes reads `storageKey` and `defaultTheme` once, at mount and in its
+   * pre-hydration script, so both are fixed from the document's first path.
+   * Every entry into the marketing surface from another shell is a document
+   * navigation (`AuthShell`, `LogoShell`, the invite pages, post-auth
+   * redirects), so the choice never needs to change within one document. The
+   * provider is not keyed on the surface on purpose: it wraps the query and
+   * session providers, which must survive client-side navigation.
+   */
+  const [surface] = useState(() => (isLandingPath(pathname) ? LANDING_SURFACE : APP_SURFACE))
+  const forcedTheme = LIGHT_MODE_SEGMENTS.has(pathname.split('/')[1]) ? 'light' : undefined
 
   return (
     <NextThemesProvider
       attribute='class'
-      defaultTheme='system'
+      defaultTheme={surface.defaultTheme}
       enableSystem
       disableTransitionOnChange
-      storageKey='sim-theme'
+      storageKey={surface.storageKey}
       forcedTheme={forcedTheme}
       {...props}
     >
diff --git a/apps/sim/app/api/credentials/[id]/route.ts b/apps/sim/app/api/credentials/[id]/route.ts
index 0010a8af252..e07c8f5f6bd 100644
--- a/apps/sim/app/api/credentials/[id]/route.ts
+++ b/apps/sim/app/api/credentials/[id]/route.ts
@@ -30,7 +30,10 @@ export const GET = defineInternalJsonRoute({
   rateLimit,
   errorPolicy: internalCredentialDetailErrorPolicy,
   parseOptions: credentialValidationParseOptions,
-  mapInput: ({ params }) => ({ credentialId: params.id }),
+  mapInput: ({ params, query }) => ({
+    credentialId: params.id,
+    ...(query.workspaceId ? { assertedWorkspaceId: query.workspaceId } : {}),
+  }),
   useCase: getWorkspaceCredentialUseCase,
   present: ({ credential, access }) => ({
     credential: toWorkspaceCredential(credential, access),
@@ -44,7 +47,11 @@ export const PUT = defineInternalJsonRoute({
   rateLimit,
   errorPolicy: internalCredentialErrorPolicy,
   parseOptions: credentialValidationParseOptions,
-  mapInput: ({ params, body }) => ({ credentialId: params.id, ...body }),
+  mapInput: ({ params, body, query }) => ({
+    credentialId: params.id,
+    ...body,
+    ...(query.workspaceId ? { assertedWorkspaceId: query.workspaceId } : {}),
+  }),
   useCase: updateWorkspaceCredentialUseCase,
   present: ({ credential, access }) => ({
     credential: toWorkspaceCredential(credential, access),
@@ -58,7 +65,10 @@ export const DELETE = defineInternalJsonRoute({
   rateLimit,
   errorPolicy: internalCredentialErrorPolicy,
   parseOptions: credentialValidationParseOptions,
-  mapInput: ({ params }) => ({ credentialId: params.id }),
+  mapInput: ({ params, query }) => ({
+    credentialId: params.id,
+    ...(query.workspaceId ? { workspaceId: query.workspaceId } : {}),
+  }),
   useCase: deleteCredentialUseCase,
   present: () => ({ success: true as const }),
 })
diff --git a/apps/sim/app/credential-groups/enroll/[token]/page.test.tsx b/apps/sim/app/credential-groups/enroll/[token]/page.test.tsx
index 7b5d08d9439..b655fb0e30a 100644
--- a/apps/sim/app/credential-groups/enroll/[token]/page.test.tsx
+++ b/apps/sim/app/credential-groups/enroll/[token]/page.test.tsx
@@ -42,7 +42,7 @@ vi.mock('@/app/(auth)/components', () => ({
   ),
   SupportFooter: () => null,
 }))
-vi.mock('@/app/(landing)/components', () => ({
+vi.mock('@/app/(landing)/components/logo-shell', () => ({
   LogoShell: ({ children }: { children: ReactNode }) => <main>{children}</main>,
 }))
 vi.mock('@/app/credential-groups/enroll/[token]/oauth-toast', () => ({
diff --git a/apps/sim/app/credential-groups/enroll/[token]/page.tsx b/apps/sim/app/credential-groups/enroll/[token]/page.tsx
index 790319a44f2..2345b80c44f 100644
--- a/apps/sim/app/credential-groups/enroll/[token]/page.tsx
+++ b/apps/sim/app/credential-groups/enroll/[token]/page.tsx
@@ -17,7 +17,7 @@ import { enforcePublicCredentialGroupIpRateLimit } from '@/lib/credential-groups
 import { organizationRoutes } from '@/lib/navigation/paths'
 import { SEARCH_CONNECTORS } from '@/lib/sim-search/connectors'
 import { AuthHeader, SupportFooter } from '@/app/(auth)/components'
-import { LogoShell } from '@/app/(landing)/components'
+import { LogoShell } from '@/app/(landing)/components/logo-shell'
 import { OAuthConnectLink } from '@/app/credential-groups/enroll/[token]/oauth-reconnect-link'
 import { CredentialGroupOAuthToast } from '@/app/credential-groups/enroll/[token]/oauth-toast'
 import {
diff --git a/apps/sim/app/desktop/components/desktop-handoff-shell/desktop-handoff-shell.tsx b/apps/sim/app/desktop/components/desktop-handoff-shell/desktop-handoff-shell.tsx
index 4d9845c67eb..bf65d74d382 100644
--- a/apps/sim/app/desktop/components/desktop-handoff-shell/desktop-handoff-shell.tsx
+++ b/apps/sim/app/desktop/components/desktop-handoff-shell/desktop-handoff-shell.tsx
@@ -1,5 +1,5 @@
 import type { ReactNode } from 'react'
-import { LogoShell } from '@/app/(landing)/components'
+import { LogoShell } from '@/app/(landing)/components/logo-shell'
 
 interface DesktopHandoffShellProps {
   title: string
diff --git a/apps/sim/app/f/[token]/public-file-auth-shell.tsx b/apps/sim/app/f/[token]/public-file-auth-shell.tsx
index 5adb3ae8fd1..24da9e8d470 100644
--- a/apps/sim/app/f/[token]/public-file-auth-shell.tsx
+++ b/apps/sim/app/f/[token]/public-file-auth-shell.tsx
@@ -1,6 +1,6 @@
 import type { ReactNode } from 'react'
 import { SupportFooter } from '@/app/(auth)/components/support-footer'
-import { LogoShell } from '@/app/(landing)/components'
+import { LogoShell } from '@/app/(landing)/components/logo-shell'
 
 interface PublicFileAuthShellProps {
   title: string
diff --git a/apps/sim/app/global-error.tsx b/apps/sim/app/global-error.tsx
index 8c9920b0621..578897f1cb8 100644
--- a/apps/sim/app/global-error.tsx
+++ b/apps/sim/app/global-error.tsx
@@ -3,7 +3,7 @@
 import { Chip } from '@sim/emcn'
 import { StatusPageContent } from '@/components/status-page'
 import { season } from '@/app/_styles/fonts/season/season'
-import { LogoShell } from '@/app/(landing)/components'
+import { LogoShell } from '@/app/(landing)/components/logo-shell'
 import '@/app/_styles/globals.css'
 
 interface GlobalErrorProps {
diff --git a/apps/sim/app/invite/[id]/invite.tsx b/apps/sim/app/invite/[id]/invite.tsx
index f762c4ae795..945e0779d05 100644
--- a/apps/sim/app/invite/[id]/invite.tsx
+++ b/apps/sim/app/invite/[id]/invite.tsx
@@ -24,6 +24,11 @@ const logger = createLogger('InviteById')
 /** Workspace names listed in the invitation title before collapsing into an "and N more" tail. */
 const MAX_LISTED_WORKSPACE_NAMES = 3
 
+/** A document navigation, so the marketing surface initializes its own theme store. */
+function returnHome(): void {
+  window.location.href = '/'
+}
+
 /**
  * Goes through the shared builder so the invite page cannot drift from the
  * cross-link shape the auth pages use.
@@ -408,10 +413,7 @@ export default function Invite({ registrationDisabled }: InviteProps) {
           title="You've been invited!"
           description={prompt.description}
           icon='userPlus'
-          actions={[
-            ...prompt.actions,
-            { label: 'Return to Home', onClick: () => router.push('/') },
-          ]}
+          actions={[...prompt.actions, { label: 'Return to Home', onClick: returnHome }]}
         />
       </InviteLayout>
     )
@@ -444,7 +446,7 @@ export default function Invite({ registrationDisabled }: InviteProps) {
                   router.push(inviteAuthLink('/login', callbackUrl))
                 },
               },
-              { label: 'Return to Home', onClick: () => router.push('/') },
+              { label: 'Return to Home', onClick: returnHome },
             ]}
           />
         </InviteLayout>
@@ -461,7 +463,7 @@ export default function Invite({ registrationDisabled }: InviteProps) {
             icon='users'
             actions={[
               { label: 'Manage Team Settings', onClick: () => router.push(APP_ENTRY_PATH) },
-              { label: 'Return to Home', onClick: () => router.push('/') },
+              { label: 'Return to Home', onClick: returnHome },
             ]}
           />
         </InviteLayout>
@@ -489,7 +491,7 @@ export default function Invite({ registrationDisabled }: InviteProps) {
                       onClick: () => router.push(inviteAuthLink('/signup', callbackUrl)),
                     },
                   ]),
-              { label: 'Return to Home', onClick: () => router.push('/') },
+              { label: 'Return to Home', onClick: returnHome },
             ]}
           />
         </InviteLayout>
@@ -500,7 +502,7 @@ export default function Invite({ registrationDisabled }: InviteProps) {
     if (error.canRetry) {
       actions.push({ label: 'Try Again', onClick: () => window.location.reload() })
     }
-    actions.push({ label: 'Return to Home', onClick: () => router.push('/') })
+    actions.push({ label: 'Return to Home', onClick: returnHome })
 
     return (
       <InviteLayout>
@@ -539,7 +541,7 @@ export default function Invite({ registrationDisabled }: InviteProps) {
           title='Welcome!'
           description={`You have successfully joined ${displayName}. Redirecting...`}
           icon='success'
-          actions={[{ label: 'Return to Home', onClick: () => router.push('/') }]}
+          actions={[{ label: 'Return to Home', onClick: returnHome }]}
         />
       </InviteLayout>
     )
@@ -561,7 +563,7 @@ export default function Invite({ registrationDisabled }: InviteProps) {
             disabled: isAccepting,
             loading: isAccepting,
           },
-          { label: 'Return to Home', onClick: () => router.push('/') },
+          { label: 'Return to Home', onClick: returnHome },
         ]}
       />
     </InviteLayout>
diff --git a/apps/sim/app/invite/components/status-card.tsx b/apps/sim/app/invite/components/status-card.tsx
index 9bea03b6c1c..24e76392d43 100644
--- a/apps/sim/app/invite/components/status-card.tsx
+++ b/apps/sim/app/invite/components/status-card.tsx
@@ -1,9 +1,13 @@
 'use client'
 import { Chip, cn, Loader } from '@sim/emcn'
-import { useRouter } from 'next/navigation'
 import { AuthSubmitButton } from '@/app/(auth)/components'
 import { AUTH_BUTTON_CLASS } from '@/app/(auth)/components/constants'
 
+/** A document navigation, so the marketing surface initializes its own theme store. */
+function returnHome(): void {
+  window.location.href = '/'
+}
+
 interface InviteStatusCardProps {
   type: 'login' | 'loading' | 'error' | 'success' | 'invitation' | 'warning'
   title: string
@@ -28,8 +32,6 @@ export function InviteStatusCard({
   actions = EMPTY_ACTIONS,
   isExpiredError = false,
 }: InviteStatusCardProps) {
-  const router = useRouter()
-
   if (type === 'loading') {
     return (
       <>
@@ -53,7 +55,7 @@ export function InviteStatusCard({
 
       <div className='mt-8 w-full max-w-[410px] space-y-3'>
         {isExpiredError && (
-          <AuthSubmitButton type='button' onClick={() => router.push('/')} loadingLabel=''>
+          <AuthSubmitButton type='button' onClick={returnHome} loadingLabel=''>
             Request New Invitation
           </AuthSubmitButton>
         )}
@@ -76,7 +78,7 @@ export function InviteStatusCard({
               fullWidth
               onClick={action.onClick}
               disabled={action.disabled || action.loading}
-              className={cn(AUTH_BUTTON_CLASS, 'border border-[var(--border-1)]')}
+              className={cn(AUTH_BUTTON_CLASS, 'border border-[var(--border)]')}
             >
               {action.loading ? (
                 <span className='flex items-center gap-2'>
diff --git a/apps/sim/app/not-found.tsx b/apps/sim/app/not-found.tsx
index 1c1762b1dfb..4da58edfd75 100644
--- a/apps/sim/app/not-found.tsx
+++ b/apps/sim/app/not-found.tsx
@@ -1,7 +1,7 @@
-import { ChipLink } from '@sim/emcn'
 import type { Metadata } from 'next'
 import { StatusPageContent } from '@/components/status-page'
-import { LogoShell } from '@/app/(landing)/components'
+import { ReturnHomeLink } from '@/components/status-page/return-home-link'
+import { LogoShell } from '@/app/(landing)/components/logo-shell'
 
 export const metadata: Metadata = {
   title: 'Page Not Found',
@@ -10,14 +10,12 @@ export const metadata: Metadata = {
 
 export default function NotFound() {
   return (
-    <LogoShell center>
+    <LogoShell center theme='inherit'>
       <StatusPageContent
         title='Page not found'
         description="The page you're looking for doesn't exist or has been moved."
       >
-        <ChipLink variant='primary' href='/'>
-          Return home
-        </ChipLink>
+        <ReturnHomeLink />
       </StatusPageContent>
     </LogoShell>
   )
diff --git a/apps/sim/app/o/[organizationId]/home/page.test.tsx b/apps/sim/app/o/[organizationId]/home/page.test.tsx
index dcb449256f8..4bbd38322b6 100644
--- a/apps/sim/app/o/[organizationId]/home/page.test.tsx
+++ b/apps/sim/app/o/[organizationId]/home/page.test.tsx
@@ -46,7 +46,6 @@ describe('organization Search page gates', () => {
     ['Home', () => OrganizationHomePage({ params })],
     ['Search', () => OrganizationSearchPage({ params })],
     ['chat', () => OrganizationChatPage({ params })],
-    ['organization entry', () => OrganizationPage({ params })],
   ] as const)('redirects %s to workspace settings when Search is disabled', async (_name, open) => {
     mocks.context.mockResolvedValue({ searchAccess: { memberScoped: false, sourceMirrored: true } })
     await expect(open()).rejects.toThrow('redirect:/workspace?redirect=settings')
@@ -58,6 +57,7 @@ describe('organization Search page gates', () => {
     ['Home', () => OrganizationHomePage({ params })],
     ['Search', () => OrganizationSearchPage({ params })],
     ['chat', () => OrganizationChatPage({ params })],
+    ['organization entry', () => OrganizationPage({ params })],
   ] as const)('denies %s to nonmembers before loading content', async (_name, open) => {
     mocks.context.mockResolvedValue(null)
     await expect(open()).rejects.toThrow('not-found')
@@ -90,6 +90,21 @@ describe('organization Search page gates', () => {
     await expect(OrganizationPage({ params })).rejects.toThrow('redirect:/o/org-1/home')
   })
 
+  it('preserves the organization entry through sign-in', async () => {
+    authMockFns.mockGetSession.mockResolvedValue(null)
+
+    await expect(OrganizationPage({ params })).rejects.toThrow(
+      'redirect:/login?callbackUrl=%2Fo%2Forg-1'
+    )
+    expect(mocks.context).not.toHaveBeenCalled()
+  })
+
+  it('keeps the organization entry in organization settings when Search is disabled', async () => {
+    mocks.context.mockResolvedValue({ searchAccess: { memberScoped: false } })
+    await expect(OrganizationPage({ params })).rejects.toThrow('redirect:/o/org-1/settings/members')
+    expect(mocks.context).toHaveBeenCalledWith('org-1', 'viewer')
+  })
+
   it('propagates availability failures instead of rendering the Assistant', async () => {
     mocks.context.mockRejectedValue(new Error('Availability unavailable'))
     await expect(OrganizationHomePage({ params })).rejects.toThrow('Availability unavailable')
diff --git a/apps/sim/app/o/[organizationId]/layout.test.tsx b/apps/sim/app/o/[organizationId]/layout.test.tsx
index f19d54169a7..928ea29c200 100644
--- a/apps/sim/app/o/[organizationId]/layout.test.tsx
+++ b/apps/sim/app/o/[organizationId]/layout.test.tsx
@@ -32,7 +32,9 @@ vi.mock('next/headers', () => ({
 }))
 
 vi.mock('next/navigation', () => ({
-  redirect: vi.fn(),
+  redirect: (path: string) => {
+    throw new Error(`redirect:${path}`)
+  },
 }))
 
 vi.mock('@/lib/organizations/surface', () => ({
@@ -66,6 +68,18 @@ describe('OrganizationLayout', () => {
     mockGetSession.mockResolvedValue({ user: { id: 'viewer-1' } })
   })
 
+  it('returns signed-out visitors to the organization entry after sign-in', async () => {
+    mockGetSession.mockResolvedValue(null)
+
+    await expect(
+      OrganizationLayout({
+        children: null,
+        params: Promise.resolve({ organizationId: 'org-1' }),
+      })
+    ).rejects.toThrow('redirect:/login?callbackUrl=%2Fo%2Forg-1')
+    expect(mockGetOrganizationSurfaceContext).not.toHaveBeenCalled()
+  })
+
   it('renders the surface for a member and seeds the chrome from the collapse cookie', async () => {
     mockGetOrganizationSurfaceContext.mockResolvedValue(SURFACE_CONTEXT)
 
diff --git a/apps/sim/app/o/[organizationId]/layout.tsx b/apps/sim/app/o/[organizationId]/layout.tsx
index 6b48f2feda3..afca4d4025f 100644
--- a/apps/sim/app/o/[organizationId]/layout.tsx
+++ b/apps/sim/app/o/[organizationId]/layout.tsx
@@ -31,7 +31,7 @@ export default async function OrganizationLayout({
   if (!session?.user) {
     redirect(
       buildAuthCrossLink('/login', {
-        callbackUrl: organizationRoutes(organizationId).home,
+        callbackUrl: organizationRoutes(organizationId).root,
         isInviteFlow: false,
       })
     )
diff --git a/apps/sim/app/o/[organizationId]/page.tsx b/apps/sim/app/o/[organizationId]/page.tsx
index 5ea08a88e4e..cc544bd0371 100644
--- a/apps/sim/app/o/[organizationId]/page.tsx
+++ b/apps/sim/app/o/[organizationId]/page.tsx
@@ -1,7 +1,8 @@
 import { notFound, redirect } from 'next/navigation'
 import { getSession } from '@/lib/auth'
-import { organizationRoutes, WORKSPACE_SETTINGS_PATH } from '@/lib/navigation/paths'
+import { organizationRoutes } from '@/lib/navigation/paths'
 import { getOrganizationSurfaceContext } from '@/lib/organizations/surface'
+import { buildAuthCrossLink } from '@/app/(auth)/auth-redirect'
 
 export default async function OrganizationPage({
   params,
@@ -9,10 +10,12 @@ export default async function OrganizationPage({
   params: Promise<{ organizationId: string }>
 }) {
   const { organizationId } = await params
+  const routes = organizationRoutes(organizationId)
   const session = await getSession()
-  if (!session?.user?.id) notFound()
+  if (!session?.user?.id) {
+    redirect(buildAuthCrossLink('/login', { callbackUrl: routes.root, isInviteFlow: false }))
+  }
   const context = await getOrganizationSurfaceContext(organizationId, session.user.id)
   if (!context) notFound()
-  const routes = organizationRoutes(organizationId)
-  redirect(context.searchAccess.memberScoped ? routes.home : WORKSPACE_SETTINGS_PATH)
+  redirect(context.searchAccess.memberScoped ? routes.home : routes.settingsSection('members'))
 }
diff --git a/apps/sim/app/o/[organizationId]/settings/[section]/layout.test.tsx b/apps/sim/app/o/[organizationId]/settings/[section]/layout.test.tsx
new file mode 100644
index 00000000000..2f7eca930aa
--- /dev/null
+++ b/apps/sim/app/o/[organizationId]/settings/[section]/layout.test.tsx
@@ -0,0 +1,39 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it, vi } from 'vitest'
+
+vi.mock('next/navigation', () => ({
+  redirect: (path: string) => {
+    throw new Error(`redirect:${path}`)
+  },
+  notFound: () => {
+    throw new Error('not-found')
+  },
+}))
+vi.mock('@/components/settings/settings-header', () => ({
+  SettingsHeaderProvider: () => null,
+  SettingsHeaderShell: () => null,
+}))
+
+import OrganizationSettingsSectionLayout from '@/app/o/[organizationId]/settings/[section]/layout'
+
+describe('organization settings section routing', () => {
+  it('redirects legacy authorized-app links before the section loading boundary', async () => {
+    await expect(
+      OrganizationSettingsSectionLayout({
+        children: null,
+        params: Promise.resolve({ organizationId: 'target-org', section: 'authorized-apps' }),
+      })
+    ).rejects.toThrow('redirect:/o/target-org/settings/general?view=authorized-apps')
+  })
+
+  it('rejects unknown sections', async () => {
+    await expect(
+      OrganizationSettingsSectionLayout({
+        children: null,
+        params: Promise.resolve({ organizationId: 'target-org', section: 'unknown' }),
+      })
+    ).rejects.toThrow('not-found')
+  })
+})
diff --git a/apps/sim/app/o/[organizationId]/settings/[section]/layout.tsx b/apps/sim/app/o/[organizationId]/settings/[section]/layout.tsx
index 1874d5fc50f..4e0889175a7 100644
--- a/apps/sim/app/o/[organizationId]/settings/[section]/layout.tsx
+++ b/apps/sim/app/o/[organizationId]/settings/[section]/layout.tsx
@@ -1,23 +1,29 @@
 import type { ReactNode } from 'react'
-import { notFound } from 'next/navigation'
+import { notFound, redirect } from 'next/navigation'
 import {
   getSettingsSectionMeta,
   ORGANIZATION_SETTINGS_ITEMS,
   toSettingsHeaderMeta,
 } from '@/components/settings/navigation'
 import { SettingsHeaderProvider, SettingsHeaderShell } from '@/components/settings/settings-header'
+import { organizationRoutes } from '@/lib/navigation/paths'
 import { resolveOrganizationSurfaceSection } from '@/app/o/[organizationId]/settings/navigation'
 
 interface OrganizationSettingsSectionLayoutProps {
   children: ReactNode
-  params: Promise<{ section: string }>
+  params: Promise<{ organizationId: string; section: string }>
 }
 
 export default async function OrganizationSettingsSectionLayout({
   children,
   params,
 }: OrganizationSettingsSectionLayoutProps) {
-  const { section } = await params
+  const { organizationId, section } = await params
+  if (section === 'authorized-apps') {
+    redirect(
+      `${organizationRoutes(organizationId).settingsSection('general')}?view=authorized-apps`
+    )
+  }
   const resolved = resolveOrganizationSurfaceSection(section)
   const meta =
     resolved?.plane === 'organization'
diff --git a/apps/sim/app/o/[organizationId]/settings/[section]/loading.tsx b/apps/sim/app/o/[organizationId]/settings/[section]/loading.tsx
new file mode 100644
index 00000000000..8c85b14beed
--- /dev/null
+++ b/apps/sim/app/o/[organizationId]/settings/[section]/loading.tsx
@@ -0,0 +1,4 @@
+/** Lets the section layout show its heading while authorization and content finish loading. */
+export default function OrganizationSettingsSectionLoading() {
+  return null
+}
diff --git a/apps/sim/app/o/[organizationId]/settings/[section]/page.tsx b/apps/sim/app/o/[organizationId]/settings/[section]/page.tsx
index 3ad60782e4f..50d37a129be 100644
--- a/apps/sim/app/o/[organizationId]/settings/[section]/page.tsx
+++ b/apps/sim/app/o/[organizationId]/settings/[section]/page.tsx
@@ -45,9 +45,6 @@ export default async function OrganizationSettingsSectionPage({
 }: OrganizationSettingsSectionPageProps) {
   const { organizationId, section } = await params
   const routes = organizationRoutes(organizationId)
-  if (section === 'authorized-apps') {
-    redirect(`${routes.settingsSection('general')}?view=authorized-apps`)
-  }
   const resolved = resolveOrganizationSurfaceSection(section)
   if (!resolved) notFound()
   const session = await getSession()
diff --git a/apps/sim/app/o/[organizationId]/settings/[section]/settings.tsx b/apps/sim/app/o/[organizationId]/settings/[section]/settings.tsx
index 28c56368897..84b1cde9f3b 100644
--- a/apps/sim/app/o/[organizationId]/settings/[section]/settings.tsx
+++ b/apps/sim/app/o/[organizationId]/settings/[section]/settings.tsx
@@ -8,9 +8,22 @@ import {
 } from '@/components/settings/navigation'
 import { SettingsSectionProvider } from '@/components/settings/settings-panel'
 import { useOrganizationContext } from '@/app/o/[organizationId]/providers/organization-provider'
-import { OrganizationIntegrationsSettings } from '@/app/o/[organizationId]/settings/components/integrations/organization-integrations-settings'
-import { OrganizationSearchMcp } from '@/app/o/[organizationId]/settings/components/organization-search-mcp'
-import { OrganizationConnectedAccounts } from '@/ee/credential-groups/components/organization-connected-accounts'
+
+const OrganizationIntegrationsSettings = dynamic(() =>
+  import(
+    '@/app/o/[organizationId]/settings/components/integrations/organization-integrations-settings'
+  ).then((m) => m.OrganizationIntegrationsSettings)
+)
+const OrganizationSearchMcp = dynamic(() =>
+  import('@/app/o/[organizationId]/settings/components/organization-search-mcp').then(
+    (m) => m.OrganizationSearchMcp
+  )
+)
+const OrganizationConnectedAccounts = dynamic(() =>
+  import('@/ee/credential-groups/components/organization-connected-accounts').then(
+    (m) => m.OrganizationConnectedAccounts
+  )
+)
 
 const TeamManagement = dynamic(() =>
   import('@/app/workspace/[workspaceId]/settings/components/team-management/team-management').then(
diff --git a/apps/sim/app/o/[organizationId]/settings/organization-settings-sidebar.test.tsx b/apps/sim/app/o/[organizationId]/settings/organization-settings-sidebar.test.tsx
new file mode 100644
index 00000000000..8660ee4c298
--- /dev/null
+++ b/apps/sim/app/o/[organizationId]/settings/organization-settings-sidebar.test.tsx
@@ -0,0 +1,197 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { focusManager, QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockRequestJson, context } = vi.hoisted(() => ({
+  mockRequestJson: vi.fn(),
+  context: {
+    organization: { id: 'org-1' },
+    viewer: { isAdmin: true },
+    connectedAccountsAvailable: true,
+    searchAccess: { memberScoped: true },
+    settingsFeatures: {
+      billingEnabled: true,
+      hosted: true,
+      hasEnterprisePlan: true,
+      selfHosted: {},
+    },
+  },
+}))
+
+vi.mock('@/lib/api/client/request', () => ({ requestJson: mockRequestJson }))
+vi.mock('@/app/o/[organizationId]/providers/organization-provider', () => ({
+  useOrganizationContext: () => context,
+}))
+vi.mock('@/components/settings/settings-sidebar', () => ({
+  SettingsSidebar: ({ items }: { items: { id: string; label: string }[] }) => (
+    <nav>
+      {items.map((item) => (
+        <span key={item.id}>{item.label}</span>
+      ))}
+    </nav>
+  ),
+}))
+
+import { ApiClientError } from '@/lib/api/client/errors'
+import { OrganizationSettingsSidebar } from '@/app/o/[organizationId]/settings/organization-settings-sidebar'
+import { organizationKeys } from '@/hooks/queries/utils/organization-keys'
+
+const activeEnterpriseSummary = {
+  success: true,
+  data: {
+    subscriptionState: 'active',
+    subscriptionPlan: 'enterprise',
+    subscriptionStatus: 'active',
+    billingBlocked: false,
+  },
+}
+
+let root: Root
+let container: HTMLDivElement
+let queryClient: QueryClient
+
+beforeEach(() => {
+  vi.clearAllMocks()
+  vi.useFakeTimers()
+  mockRequestJson.mockImplementation(() => new Promise(() => {}))
+  context.viewer.isAdmin = true
+  context.settingsFeatures.hosted = true
+  context.settingsFeatures.billingEnabled = true
+  context.settingsFeatures.hasEnterprisePlan = true
+  ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+  queryClient = new QueryClient()
+  container = document.createElement('div')
+  document.body.appendChild(container)
+  root = createRoot(container)
+})
+
+afterEach(() => {
+  act(() => root.unmount())
+  container.remove()
+  queryClient.clear()
+  focusManager.setFocused(undefined)
+  vi.useRealTimers()
+})
+
+async function renderSidebar() {
+  await act(async () => {
+    root.render(
+      <QueryClientProvider client={queryClient}>
+        <OrganizationSettingsSidebar isCollapsed={false} showCollapsedTooltips={false} />
+      </QueryClientProvider>
+    )
+  })
+  await act(async () => {
+    await vi.advanceTimersByTimeAsync(1)
+  })
+}
+
+describe('organization settings navigation first paint', () => {
+  it('renders enterprise sections while only the lightweight summary refreshes in the background', async () => {
+    await renderSidebar()
+
+    expect(container).toHaveTextContent('Audit logs')
+    expect(container).toHaveTextContent('Data retention')
+    expect(container).toHaveTextContent('Integrations')
+    expect(mockRequestJson).toHaveBeenCalledTimes(1)
+    expect(mockRequestJson.mock.calls[0][0].path).toBe('/api/organizations/[id]/billing-summary')
+  })
+
+  it('keeps admin sections hidden from ordinary members even with enterprise features', async () => {
+    context.viewer.isAdmin = false
+    await renderSidebar()
+
+    expect(container).toHaveTextContent('Search MCP')
+    expect(container).not.toHaveTextContent('Audit logs')
+    expect(container).not.toHaveTextContent('Subscription')
+    expect(mockRequestJson).not.toHaveBeenCalled()
+  })
+
+  it.each([
+    { hosted: false, billingEnabled: false },
+    { hosted: true, billingEnabled: false },
+  ])(
+    'does not refresh billing when hosted=$hosted and billingEnabled=$billingEnabled',
+    async (deployment) => {
+      Object.assign(context.settingsFeatures, deployment)
+      await renderSidebar()
+
+      expect(mockRequestJson).not.toHaveBeenCalled()
+      expect(container).not.toHaveTextContent('Subscription')
+    }
+  )
+
+  it('refreshes entitlement changes after returning from the billing portal', async () => {
+    mockRequestJson.mockResolvedValue(activeEnterpriseSummary)
+    await renderSidebar()
+    expect(container).toHaveTextContent('Audit logs')
+
+    mockRequestJson.mockResolvedValue({
+      ...activeEnterpriseSummary,
+      data: { ...activeEnterpriseSummary.data, subscriptionPlan: 'team' },
+    })
+    await act(async () => {
+      await vi.advanceTimersByTimeAsync(31_000)
+      focusManager.setFocused(false)
+      focusManager.setFocused(true)
+      await vi.advanceTimersByTimeAsync(1)
+    })
+    expect(container).not.toHaveTextContent('Audit logs')
+
+    mockRequestJson.mockResolvedValue(activeEnterpriseSummary)
+    await act(async () => {
+      await queryClient.invalidateQueries({ queryKey: organizationKeys.billingSummary('org-1') })
+      await vi.advanceTimersByTimeAsync(1)
+    })
+    expect(container).toHaveTextContent('Audit logs')
+  })
+
+  it.each([
+    { subscriptionState: 'lapsed', subscriptionStatus: 'canceled', billingBlocked: false },
+    { subscriptionState: 'active', subscriptionStatus: 'past_due', billingBlocked: false },
+    { subscriptionState: 'active', subscriptionStatus: 'active', billingBlocked: true },
+  ])(
+    'hides unusable enterprise plans: $subscriptionStatus, blocked=$billingBlocked',
+    async (state) => {
+      mockRequestJson.mockResolvedValue({
+        ...activeEnterpriseSummary,
+        data: { ...activeEnterpriseSummary.data, ...state },
+      })
+      await renderSidebar()
+
+      expect(container).not.toHaveTextContent('Audit logs')
+      expect(container).toHaveTextContent('Subscription')
+    }
+  )
+
+  it('hides admin sections if a refresh revokes billing access, even with cached data', async () => {
+    mockRequestJson.mockResolvedValue(activeEnterpriseSummary)
+    await renderSidebar()
+    expect(container).toHaveTextContent('Audit logs')
+
+    mockRequestJson.mockRejectedValue(
+      new ApiClientError({ status: 403, message: 'Forbidden', body: null })
+    )
+    await act(async () => {
+      await queryClient.invalidateQueries({ queryKey: organizationKeys.billingSummary('org-1') })
+      await vi.advanceTimersByTimeAsync(1)
+    })
+
+    expect(container).not.toHaveTextContent('Audit logs')
+    expect(container).not.toHaveTextContent('Subscription')
+    expect(container).toHaveTextContent('Search MCP')
+  })
+
+  it('does not display enterprise sections for a team plan', async () => {
+    context.settingsFeatures.hasEnterprisePlan = false
+    await renderSidebar()
+
+    expect(container).toHaveTextContent('Subscription')
+    expect(container).not.toHaveTextContent('Audit logs')
+    expect(mockRequestJson).toHaveBeenCalledTimes(1)
+  })
+})
diff --git a/apps/sim/app/o/[organizationId]/settings/organization-settings-sidebar.tsx b/apps/sim/app/o/[organizationId]/settings/organization-settings-sidebar.tsx
index f8efce6dccd..ab5d7c8de34 100644
--- a/apps/sim/app/o/[organizationId]/settings/organization-settings-sidebar.tsx
+++ b/apps/sim/app/o/[organizationId]/settings/organization-settings-sidebar.tsx
@@ -1,20 +1,20 @@
 'use client'
 
+import { useQueryClient } from '@tanstack/react-query'
 import { usePathname } from 'next/navigation'
-import {
-  getOrganizationSettingsFeatures,
-  ORGANIZATION_SETTINGS_GROUPS,
-} from '@/components/settings/navigation'
+import { ORGANIZATION_SETTINGS_GROUPS } from '@/components/settings/navigation'
 import { SettingsSidebar } from '@/components/settings/settings-sidebar'
+import { isApiClientError } from '@/lib/api/client/errors'
 import { isEnterprise } from '@/lib/billing/plan-helpers'
-import { useDeploymentShape } from '@/lib/core/config/deployment-shape'
+import { hasUsableSubscriptionAccess } from '@/lib/billing/subscriptions/utils'
 import { organizationRoutes, WORKSPACE_SETTINGS_PATH } from '@/lib/navigation/paths'
 import { useOrganizationContext } from '@/app/o/[organizationId]/providers/organization-provider'
 import {
   organizationSurfaceSettingsNavigation,
   resolveOrganizationSurfaceSection,
 } from '@/app/o/[organizationId]/settings/navigation'
-import { useOrganizationBilling } from '@/hooks/queries/organization'
+import { warmOrganizationSettingsSectionQuery } from '@/app/o/[organizationId]/settings/settings-query-warmers'
+import { useOrganizationBillingSummary } from '@/hooks/queries/organization-billing-summary'
 
 interface OrganizationSettingsSidebarProps {
   isCollapsed: boolean
@@ -22,17 +22,27 @@ interface OrganizationSettingsSidebarProps {
 }
 
 export function OrganizationSettingsSidebar(props: OrganizationSettingsSidebarProps) {
-  const { organization, viewer, connectedAccountsAvailable, searchAccess } =
+  const { organization, viewer, connectedAccountsAvailable, searchAccess, settingsFeatures } =
     useOrganizationContext()
   const pathname = usePathname()
-  const deployment = useDeploymentShape()
-  const { data: billing } = useOrganizationBilling(organization.id, {
-    enabled: viewer.isAdmin && deployment.hosted,
+  const queryClient = useQueryClient()
+  const refreshPlan = viewer.isAdmin && settingsFeatures.hosted && settingsFeatures.billingEnabled
+  const { data: summary, error } = useOrganizationBillingSummary(organization.id, {
+    enabled: refreshPlan,
   })
-  const features = getOrganizationSettingsFeatures(
-    isEnterprise(billing?.data?.subscriptionPlan),
-    deployment
-  )
+  const accessDenied =
+    refreshPlan && isApiClientError(error) && [401, 403, 404].includes(error.status)
+  const isAdmin = viewer.isAdmin && !accessDenied
+  /** Server features paint immediately; the shared summary keeps portal changes current on focus. */
+  const features = {
+    ...settingsFeatures,
+    hasEnterprisePlan:
+      refreshPlan && summary
+        ? summary.data.subscriptionState === 'active' &&
+          isEnterprise(summary.data.subscriptionPlan) &&
+          hasUsableSubscriptionAccess(summary.data.subscriptionStatus, summary.data.billingBlocked)
+        : settingsFeatures.hasEnterprisePlan,
+  }
 
   const routes = organizationRoutes(organization.id)
 
@@ -42,11 +52,18 @@ export function OrganizationSettingsSidebar(props: OrganizationSettingsSidebarPr
       plane='organization'
       activeSection={resolveOrganizationSurfaceSection(pathname ?? '')?.section ?? 'general'}
       groups={ORGANIZATION_SETTINGS_GROUPS}
-      items={organizationSurfaceSettingsNavigation(viewer.isAdmin, features, {
+      items={organizationSurfaceSettingsNavigation(isAdmin, features, {
         connectedAccounts: connectedAccountsAvailable,
         search: searchAccess.memberScoped,
       })}
       hrefForSection={(section) => routes.settingsSection(section)}
+      onSectionIntent={(section) =>
+        warmOrganizationSettingsSectionQuery(
+          queryClient,
+          { organizationId: organization.id, isAdmin },
+          section
+        )
+      }
       backHref={searchAccess.memberScoped ? routes.home : WORKSPACE_SETTINGS_PATH}
     />
   )
diff --git a/apps/sim/app/o/[organizationId]/settings/settings-query-warmers.test.ts b/apps/sim/app/o/[organizationId]/settings/settings-query-warmers.test.ts
new file mode 100644
index 00000000000..4986fdf7fcd
--- /dev/null
+++ b/apps/sim/app/o/[organizationId]/settings/settings-query-warmers.test.ts
@@ -0,0 +1,107 @@
+/**
+ * @vitest-environment node
+ */
+import { QueryClient } from '@tanstack/react-query'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockRequestJson, mockGetOrganization } = vi.hoisted(() => ({
+  mockRequestJson: vi.fn(),
+  mockGetOrganization: vi.fn(),
+}))
+
+vi.mock('@/lib/api/client/request', () => ({ requestJson: mockRequestJson }))
+vi.mock('@/lib/auth/auth-client', () => ({
+  client: { organization: { getFullOrganization: mockGetOrganization } },
+}))
+
+import { warmOrganizationSettingsSectionQuery } from '@/app/o/[organizationId]/settings/settings-query-warmers'
+import {
+  organizationBillingQueryOptions,
+  organizationDetailQueryOptions,
+  organizationRosterQueryOptions,
+} from '@/hooks/queries/organization'
+import { organizationBillingSummaryOptions } from '@/hooks/queries/organization-billing-summary'
+
+let queryClient: QueryClient
+const adminContext = { organizationId: 'org-1', isAdmin: true }
+
+beforeEach(() => {
+  vi.clearAllMocks()
+  queryClient = new QueryClient({ defaultOptions: { queries: { retry: false } } })
+  mockGetOrganization.mockResolvedValue({ data: { id: 'org-1' } })
+  mockRequestJson.mockResolvedValue({ success: true, data: { organizationId: 'org-1' } })
+})
+
+afterEach(() => queryClient.clear())
+
+describe('organization settings query warming', () => {
+  it('starts member data together and reuses it through the consumer options', async () => {
+    warmOrganizationSettingsSectionQuery(queryClient, adminContext, 'members')
+    expect(mockGetOrganization).toHaveBeenCalledExactlyOnceWith({
+      query: { organizationId: 'org-1' },
+      fetchOptions: { signal: expect.any(AbortSignal) },
+    })
+    expect(mockRequestJson).toHaveBeenCalledTimes(2)
+
+    await Promise.all([
+      queryClient.fetchQuery(organizationDetailQueryOptions('org-1')),
+      queryClient.fetchQuery(organizationRosterQueryOptions('org-1')),
+      queryClient.fetchQuery(organizationBillingQueryOptions('org-1')),
+    ])
+    warmOrganizationSettingsSectionQuery(queryClient, adminContext, 'members')
+
+    expect(mockGetOrganization).toHaveBeenCalledTimes(1)
+    expect(mockRequestJson).toHaveBeenCalledTimes(2)
+    expect(mockRequestJson.mock.calls.map(([, input]) => input)).toEqual([
+      { params: { id: 'org-1' }, signal: expect.any(AbortSignal) },
+      { query: { context: 'organization', id: 'org-1' }, signal: expect.any(AbortSignal) },
+    ])
+  })
+
+  it('does not request billing for ordinary members', async () => {
+    const memberContext = { ...adminContext, isAdmin: false }
+    warmOrganizationSettingsSectionQuery(queryClient, memberContext, 'members')
+    warmOrganizationSettingsSectionQuery(queryClient, memberContext, 'billing')
+    await queryClient.fetchQuery(organizationRosterQueryOptions('org-1'))
+
+    expect(mockRequestJson).toHaveBeenCalledTimes(1)
+    expect(mockRequestJson.mock.calls[0][0].path).toBe('/api/organizations/[id]/roster')
+  })
+
+  it('warms Subscription using only its summary and keeps organizations separate', async () => {
+    warmOrganizationSettingsSectionQuery(queryClient, adminContext, 'billing')
+    warmOrganizationSettingsSectionQuery(
+      queryClient,
+      { ...adminContext, organizationId: 'org-2' },
+      'billing'
+    )
+    await Promise.all([
+      queryClient.fetchQuery(organizationBillingSummaryOptions('org-1')),
+      queryClient.fetchQuery(organizationBillingSummaryOptions('org-2')),
+    ])
+
+    expect(mockGetOrganization).not.toHaveBeenCalled()
+    expect(mockRequestJson).toHaveBeenCalledTimes(2)
+    expect(mockRequestJson.mock.calls.map(([contract]) => contract.path)).toEqual([
+      '/api/organizations/[id]/billing-summary',
+      '/api/organizations/[id]/billing-summary',
+    ])
+    expect(mockRequestJson.mock.calls.map(([, input]) => input.params.id)).toEqual([
+      'org-1',
+      'org-2',
+    ])
+  })
+
+  it('does not fetch unrelated sections or an empty organization', () => {
+    warmOrganizationSettingsSectionQuery(queryClient, adminContext, 'general')
+    warmOrganizationSettingsSectionQuery(queryClient, adminContext, 'audit-logs')
+    warmOrganizationSettingsSectionQuery(
+      queryClient,
+      { ...adminContext, organizationId: '' },
+      'members'
+    )
+
+    expect(mockGetOrganization).not.toHaveBeenCalled()
+    expect(mockRequestJson).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/o/[organizationId]/settings/settings-query-warmers.ts b/apps/sim/app/o/[organizationId]/settings/settings-query-warmers.ts
new file mode 100644
index 00000000000..bcec5b288a0
--- /dev/null
+++ b/apps/sim/app/o/[organizationId]/settings/settings-query-warmers.ts
@@ -0,0 +1,37 @@
+import type { QueryClient } from '@tanstack/react-query'
+import type {
+  AccountSettingsSection,
+  OrganizationSettingsSection,
+} from '@/components/settings/navigation'
+import {
+  organizationBillingQueryOptions,
+  organizationDetailQueryOptions,
+  organizationRosterQueryOptions,
+} from '@/hooks/queries/organization'
+import { organizationBillingSummaryOptions } from '@/hooks/queries/organization-billing-summary'
+import { prefetchQueryOnIntent } from '@/hooks/queries/utils/prefetch-query-on-intent'
+
+interface OrganizationSettingsQueryWarmContext {
+  organizationId: string
+  isAdmin: boolean
+}
+
+/** Warms the selected panel's existing cache entries without mounting hidden query observers. */
+export function warmOrganizationSettingsSectionQuery(
+  queryClient: QueryClient,
+  { organizationId, isAdmin }: OrganizationSettingsQueryWarmContext,
+  section: AccountSettingsSection | OrganizationSettingsSection
+): void {
+  if (!organizationId) return
+
+  if (section === 'members') {
+    prefetchQueryOnIntent(queryClient, organizationDetailQueryOptions(organizationId))
+    prefetchQueryOnIntent(queryClient, organizationRosterQueryOptions(organizationId))
+    if (isAdmin) {
+      prefetchQueryOnIntent(queryClient, organizationBillingQueryOptions(organizationId))
+    }
+  }
+  if (section === 'billing' && isAdmin) {
+    prefetchQueryOnIntent(queryClient, organizationBillingSummaryOptions(organizationId))
+  }
+}
diff --git a/apps/sim/app/oauth/credential-connected/page.tsx b/apps/sim/app/oauth/credential-connected/page.tsx
index 289d49be15f..731d2528983 100644
--- a/apps/sim/app/oauth/credential-connected/page.tsx
+++ b/apps/sim/app/oauth/credential-connected/page.tsx
@@ -1,7 +1,7 @@
 import { ChipLink } from '@sim/emcn'
 import type { Metadata } from 'next'
 import { APP_ENTRY_PATH } from '@/lib/navigation/paths'
-import { LogoShell } from '@/app/(landing)/components'
+import { LogoShell } from '@/app/(landing)/components/logo-shell'
 
 export const metadata: Metadata = {
   title: 'Credential connected',
diff --git a/apps/sim/app/sitemap.ts b/apps/sim/app/sitemap.ts
index 8cf342837d6..dc78158068a 100644
--- a/apps/sim/app/sitemap.ts
+++ b/apps/sim/app/sitemap.ts
@@ -3,6 +3,7 @@ import { getAllPostMeta as getAllBlogPostMeta } from '@/lib/blog/registry'
 import type { ContentMeta } from '@/lib/content/schema'
 import { latestModified } from '@/lib/content/utils'
 import { SITE_URL } from '@/lib/core/utils/urls'
+import { getAllCustomerStoryMeta } from '@/lib/customers/registry'
 import { INTEGRATIONS, INTEGRATIONS_UPDATED_AT } from '@/lib/integrations'
 import { getAllPostMeta as getAllLibraryPostMeta } from '@/lib/library/registry'
 import {
@@ -32,15 +33,20 @@ function buildAuthorPages(posts: ContentMeta[], basePath: string): MetadataRoute
 
 /**
  * Generate the public sitemap by composing static landing pages with the
- * dynamic catalogs (blog posts, library posts, authors, integrations, model
- * providers, and individual models). Per-integration entries are emitted
+ * dynamic catalogs (blog posts, library posts, published customer stories,
+ * authors, integrations, model providers, and individual models).
+ * Per-integration entries are emitted
  * under `/integrations/{slug}` to match the landing route at
  * `app/(landing)/integrations/[slug]`; slugs are guaranteed unique
  * by the catalog generator in `scripts/generate-docs.ts`.
  */
 export default async function sitemap(): Promise<MetadataRoute.Sitemap> {
   const baseUrl = SITE_URL
-  const [posts, libraryPosts] = await Promise.all([getAllBlogPostMeta(), getAllLibraryPostMeta()])
+  const [posts, libraryPosts, customerStories] = await Promise.all([
+    getAllBlogPostMeta(),
+    getAllLibraryPostMeta(),
+    getAllCustomerStoryMeta(),
+  ])
 
   const latestPostDateValue = latestModified(posts)
   const latestLibraryPostDate = latestModified(libraryPosts)
@@ -56,6 +62,9 @@ export default async function sitemap(): Promise<MetadataRoute.Sitemap> {
     {
       url: baseUrl,
     },
+    {
+      url: `${baseUrl}/platform`,
+    },
     {
       url: `${baseUrl}/workflows`,
     },
@@ -158,6 +167,20 @@ export default async function sitemap(): Promise<MetadataRoute.Sitemap> {
   }))
   const libraryAuthorPages = buildAuthorPages(libraryPosts, '/library')
 
+  const customerPages: MetadataRoute.Sitemap =
+    customerStories.length > 0
+      ? [
+          {
+            url: `${baseUrl}/customers`,
+            lastModified: latestModified(customerStories),
+          },
+          ...customerStories.map((story) => ({
+            url: `${baseUrl}/customers/${story.slug}`,
+            lastModified: new Date(story.updated ?? story.date),
+          })),
+        ]
+      : []
+
   const integrationPages: MetadataRoute.Sitemap = INTEGRATIONS.map((integration) => ({
     url: `${baseUrl}/integrations/${integration.slug}`,
     lastModified: integrationsUpdatedAt,
@@ -204,6 +227,7 @@ export default async function sitemap(): Promise<MetadataRoute.Sitemap> {
     ...authorPages,
     ...libraryPages,
     ...libraryAuthorPages,
+    ...customerPages,
     ...integrationPages,
     ...providerPages,
     ...modelEntries,
diff --git a/apps/sim/app/workspace/[workspaceId]/components/credential-detail/hooks/use-credential-detail-form.ts b/apps/sim/app/workspace/[workspaceId]/components/credential-detail/hooks/use-credential-detail-form.ts
index c7119a9ca52..f2d3fe05e63 100644
--- a/apps/sim/app/workspace/[workspaceId]/components/credential-detail/hooks/use-credential-detail-form.ts
+++ b/apps/sim/app/workspace/[workspaceId]/components/credential-detail/hooks/use-credential-detail-form.ts
@@ -4,8 +4,8 @@ import { useCallback, useState } from 'react'
 import { toast } from '@sim/emcn'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
+import { useUnsavedChangesGuard } from '@/app/workspace/[workspaceId]/components/credential-detail/hooks/use-unsaved-changes-guard'
 import { useUpdateWorkspaceCredential, type WorkspaceCredential } from '@/hooks/queries/credentials'
-import { useUnsavedChangesGuard } from './use-unsaved-changes-guard'
 
 const logger = createLogger('CredentialDetailForm')
 
@@ -26,6 +26,7 @@ export interface CredentialDetailFormSection {
 }
 
 interface UseCredentialDetailFormParams {
+  workspaceId?: string
   credential: WorkspaceCredential | null
   isAdmin: boolean
   /** Where the back link / discard navigates to. */
@@ -47,12 +48,13 @@ interface UseCredentialDetailFormParams {
  * into that one save and one guard.
  */
 export function useCredentialDetailForm({
+  workspaceId,
   credential,
   isAdmin,
   backHref,
   section,
 }: UseCredentialDetailFormParams) {
-  const updateCredential = useUpdateWorkspaceCredential()
+  const updateCredential = useUpdateWorkspaceCredential(workspaceId)
 
   const [displayNameDraft, setDisplayNameDraft] = useState('')
   const [descriptionDraft, setDescriptionDraft] = useState('')
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/block-image-paragraph.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/block-image-paragraph.test.ts
index 177cdc3c3f2..5b26a0965c7 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/block-image-paragraph.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/block-image-paragraph.test.ts
@@ -36,6 +36,22 @@ const cleanups: Array<() => void> = []
 afterEach(() => cleanups.splice(0).forEach((cleanup) => cleanup()))
 
 describe('block images within Markdown paragraphs', () => {
+  it('retains a whitespace-only code span beside an image', () => {
+    const paragraph: JSONContent = {
+      type: 'paragraph',
+      content: [
+        { type: 'image', attrs: { src: '/image.png' } },
+        { type: 'text', text: '   ', marks: [{ type: 'code' }] },
+      ],
+    }
+    expect(splitBlockImageParagraph(paragraph)).toEqual([
+      {
+        ...paragraph,
+        content: [{ type: 'inlineImage', attrs: { src: '/image.png' } }, paragraph.content![1]],
+      },
+    ])
+  })
+
   it('does not mutate parsed nodes or trim meaningful code-span whitespace', () => {
     const paragraph: JSONContent = {
       type: 'paragraph',
@@ -50,22 +66,37 @@ describe('block images within Markdown paragraphs', () => {
     const original = structuredClone(paragraph)
     const blocks = splitBlockImageParagraph(paragraph)
     expect(paragraph).toEqual(original)
-    expect(blocks[0].content).toEqual([{ type: 'text', text: 'Before', marks: [{ type: 'bold' }] }])
-    expect(blocks[1]).toBe(paragraph.content?.[1])
-    expect(blocks[2].content).toEqual([{ type: 'text', text: ' code ', marks: [{ type: 'code' }] }])
+    expect(blocks).toHaveLength(1)
+    expect(blocks[0].content).toEqual(
+      paragraph.content?.map((child) =>
+        child.type === 'image' ? { ...child, type: 'inlineImage' } : child
+      )
+    )
   })
 
   it('preserves source order, text marks, and linked image dimensions and titles', () => {
     const markdown =
       '**Before** [<img src="https://example.test/sized.png" alt="Sized preview" width="320" height="180" title="Image title">](https://example.test/target "Link title") *after* ![Second](https://example.test/second.png) ` done `'
-    const doc = schema.nodeFromJSON(parseMarkdownToDoc(markdown))
+    const root = schema.nodeFromJSON(parseMarkdownToDoc(markdown))
+    expect(root.childCount).toBe(1)
+    const doc = root.child(0)
     expect(() => doc.check()).not.toThrow()
     expect(
       Array.from({ length: doc.childCount }, (_, index) => doc.child(index).type.name)
-    ).toEqual(['paragraph', 'image', 'paragraph', 'image', 'paragraph'])
+    ).toEqual([
+      'text',
+      'text',
+      'inlineImage',
+      'text',
+      'text',
+      'text',
+      'inlineImage',
+      'text',
+      'text',
+    ])
     expect(doc.child(0).textContent).toBe('Before')
-    expect(doc.child(0).firstChild?.marks.map((mark) => mark.type.name)).toEqual(['bold'])
-    expect(doc.child(1).attrs).toMatchObject({
+    expect(doc.child(0).marks.map((mark) => mark.type.name)).toEqual(['bold'])
+    expect(doc.child(2).attrs).toMatchObject({
       src: 'https://example.test/sized.png',
       alt: 'Sized preview',
       width: '320',
@@ -74,23 +105,25 @@ describe('block images within Markdown paragraphs', () => {
       href: 'https://example.test/target',
       hrefTitle: 'Link title',
     })
-    expect(doc.child(2).textContent).toBe('after')
-    expect(doc.child(2).firstChild?.marks.map((mark) => mark.type.name)).toEqual(['italic'])
-    expect(doc.child(3).attrs.src).toBe('https://example.test/second.png')
-    expect(doc.child(4).textContent).toBe('done')
-    expect(doc.child(4).firstChild?.marks.map((mark) => mark.type.name)).toEqual(['code'])
+    expect(doc.child(4).textContent).toBe('after')
+    expect(doc.child(4).marks.map((mark) => mark.type.name)).toEqual(['italic'])
+    expect(doc.child(6).attrs.src).toBe('https://example.test/second.png')
+    expect(doc.child(8).textContent).toBe('done')
+    expect(doc.child(8).marks.map((mark) => mark.type.name)).toEqual(['code'])
     const serialized = serializeMarkdownBody(markdown)
-    expect(schema.nodeFromJSON(parseMarkdownToDoc(serialized)).toJSON()).toEqual(doc.toJSON())
+    expect(schema.nodeFromJSON(parseMarkdownToDoc(serialized)).toJSON()).toEqual(root.toJSON())
     expect(serializeMarkdownBody(serialized)).toBe(serialized)
   })
 
-  it.each(CASES)('keeps %s schema-valid and stable through save and reopen', (_label, markdown) => {
+  it.each(CASES)('keeps %s schema-valid and stable through save and reopen', (label, markdown) => {
     const parsed = schema.nodeFromJSON(parseMarkdownToDoc(markdown))
     expect(() => parsed.check()).not.toThrow()
     const serialized = serializeMarkdownBody(markdown)
     const reparsed = schema.nodeFromJSON(parseMarkdownToDoc(serialized))
     expect(() => reparsed.check()).not.toThrow()
-    expect(reparsed.toJSON()).toEqual(parsed.toJSON())
+    if (label !== 'marks spanning an image') expect(reparsed.toJSON()).toEqual(parsed.toJSON())
+    else expect(serialized).toBe(`**Before** ${IMAGE} **after**`)
+    expect(reparsed.textContent).toBe(parsed.textContent)
     expect(serializeMarkdownBody(serialized)).toBe(serialized)
     expect(isRoundTripSafe(markdown)).toBe(true)
   })
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/block-image-paragraph.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/block-image-paragraph.ts
index f1f80255088..f1cd4e10e63 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/block-image-paragraph.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/block-image-paragraph.ts
@@ -1,41 +1,25 @@
 import type { JSONContent } from '@tiptap/core'
 
-/** Images are block nodes in the shared schema, even when Markdown places them beside text. */
+/** Image-only paragraphs remain blocks; images beside text need an inline representation. */
 export function splitBlockImageParagraph(node: JSONContent): JSONContent[] {
   if (node.type !== 'paragraph' || !node.content?.some((child) => child.type === 'image')) {
     return [node]
   }
-  const blocks: JSONContent[] = []
-  let inline: JSONContent[] = []
-  const flush = () => {
-    /** Whitespace beside a block image becomes paragraph padding, not visible inline content. */
-    let start = 0
-    let end = inline.length - 1
-    for (const leading of [true, false]) {
-      while (start <= end) {
-        const index = leading ? start : end
-        const child = inline[index]
-        if (child.type !== 'text' || child.marks?.some((mark) => mark.type === 'code')) break
-        const text = (child.text ?? '').replace(leading ? /^[ \t\r\n]+/ : /[ \t\r\n]+$/, '')
-        if (text) {
-          inline[index] = { ...child, text }
-          break
-        }
-        if (leading) start++
-        else end--
-      }
-    }
-    if (start <= end) blocks.push({ ...node, content: inline.slice(start, end + 1) })
-    inline = []
+  if (
+    node.content.some(
+      (child) =>
+        child.type !== 'image' &&
+        (child.type !== 'text' || child.text?.trim() || child.marks?.length)
+    )
+  ) {
+    return [
+      {
+        ...node,
+        content: node.content.map((child) =>
+          child.type === 'image' ? { ...child, type: 'inlineImage' } : child
+        ),
+      },
+    ]
   }
-  for (const child of node.content) {
-    if (child.type === 'image') {
-      flush()
-      blocks.push(child)
-    } else {
-      inline.push(child)
-    }
-  }
-  flush()
-  return blocks
+  return node.content.filter((child) => child.type === 'image')
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/chrome-scope.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/chrome-scope.test.ts
index 6548abe1cbc..f91e94ec63c 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/chrome-scope.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/chrome-scope.test.ts
@@ -13,7 +13,7 @@
  */
 import { readFileSync } from 'node:fs'
 import path from 'node:path'
-import { beforeAll, describe, expect, it } from 'vitest'
+import { afterAll, beforeAll, describe, expect, it } from 'vitest'
 
 const EDITOR_CSS_PATH = path.join(__dirname, 'rich-markdown-editor.css')
 
@@ -33,9 +33,10 @@ const CHROME_MARKERS = [
 ] as const
 
 let selectors: string[] = []
+let style: HTMLStyleElement
 
 beforeAll(() => {
-  const style = document.createElement('style')
+  style = document.createElement('style')
   style.textContent = readFileSync(EDITOR_CSS_PATH, 'utf-8')
   document.head.appendChild(style)
   if (!style.sheet) throw new Error('rich-markdown-editor.css did not parse')
@@ -44,6 +45,8 @@ beforeAll(() => {
     .map((rule) => rule.selectorText)
 })
 
+afterAll(() => style.remove())
+
 describe('rich markdown chrome scoping', () => {
   it.each(CHROME_MARKERS)('scopes every %s rule to the shared node class', (marker) => {
     const matching = selectors.filter((selector) => selector.includes(marker))
@@ -53,4 +56,30 @@ describe('rich markdown chrome scoping', () => {
       expect(selector).not.toContain('.rich-markdown-prose')
     }
   })
+
+  it.each(['div', 'span'].flatMap((tag) => [false, true].map((linked) => ({ tag, linked }))))(
+    'keeps the $tag image selection ring inside the image (linked: $linked)',
+    ({ tag, linked }) => {
+      const root = document.createElement('div')
+      root.className = 'rich-markdown-nodes'
+      const wrapper = document.createElement(tag)
+      wrapper.className = 'ProseMirror-selectednode'
+      const image = document.createElement('img')
+      if (linked) {
+        const link = document.createElement('a')
+        link.append(image)
+        wrapper.append(link)
+      } else wrapper.append(image)
+      root.append(wrapper)
+      document.body.append(root)
+      try {
+        expect(getComputedStyle(image).outlineOffset).toBe('-2px')
+        expect(getComputedStyle(wrapper).outline).toBe('none')
+        wrapper.classList.remove('ProseMirror-selectednode')
+        expect(getComputedStyle(image).outlineOffset).toBe('')
+      } finally {
+        root.remove()
+      }
+    }
+  )
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-collaboration.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-collaboration.ts
new file mode 100644
index 00000000000..f2641f17445
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-collaboration.ts
@@ -0,0 +1,24 @@
+import Collaboration from '@tiptap/extension-collaboration'
+import { NodeSelection, Plugin, Selection } from '@tiptap/pm/state'
+
+/**
+ * Yjs can resolve a restored node selection into text after a structural edit.
+ * Normalize that invalid selection before ProseMirror renders or scrolls it.
+ * @see https://github.com/ueberdosis/y-tiptap/blob/main/src/plugins/sync-plugin.js
+ */
+export const FileCollaboration = Collaboration.extend({
+  addProseMirrorPlugins() {
+    return [
+      ...(this.parent?.() ?? []),
+      new Plugin({
+        appendTransaction: (_transactions, _oldState, state) => {
+          const { selection } = state
+          if (selection instanceof NodeSelection && !NodeSelection.isSelectable(selection.node)) {
+            return state.tr.setSelection(Selection.near(selection.$from))
+          }
+          return null
+        },
+      }),
+    ]
+  },
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.test.ts
index 1bc27bcf55c..6a3be13551a 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.test.ts
@@ -92,6 +92,7 @@ function acceptJoin(
   acknowledgedUpdates = true
 ) {
   fire(FILE_DOC_EVENTS.JOIN_SUCCESS, {
+    schemaVersion: FILE_DOC_SCHEMA_VERSION,
     fileId: 'file-1',
     clientId,
     docId,
@@ -148,6 +149,22 @@ describe('FileDocProvider', () => {
     expect(messages[0][0]).toBe(FILE_DOC_MESSAGE_TYPE.SYNC)
   })
 
+  it.each([undefined, 1, FILE_DOC_SCHEMA_VERSION + 1])(
+    'rejects incompatible server schema %s before exchanging document state',
+    (schemaVersion) => {
+      const { provider, doc, emit, fire } = createProvider(true)
+      emit.mockClear()
+      fire(FILE_DOC_EVENTS.JOIN_SUCCESS, {
+        fileId: 'file-1',
+        clientId: doc.clientID,
+        schemaVersion,
+      })
+      expect(provider.joinError).toMatchObject({ code: 'SCHEMA_VERSION_MISMATCH' })
+      expect(provider.synced).toBe(false)
+      expect(emittedMessages(emit)).toHaveLength(0)
+    }
+  )
+
   it('ignores inbound sync until the current join is accepted', () => {
     const { provider, doc, fire } = createProvider(true)
     const serverDoc = new Y.Doc()
@@ -1472,6 +1489,7 @@ describe('FileDocProvider', () => {
     )
     expect(firstProvider.joinError).toMatchObject({ code: 'DOCUMENT_REPLACED' })
     fire(FILE_DOC_EVENTS.JOIN_SUCCESS, {
+      schemaVersion: FILE_DOC_SCHEMA_VERSION,
       fileId: 'file-2',
       clientId: secondDoc.clientID,
       acknowledgedUpdates: true,
@@ -1991,10 +2009,12 @@ describe('FileDocProvider', () => {
       new awarenessProtocol.Awareness(docB)
     )
     fire(FILE_DOC_EVENTS.JOIN_SUCCESS, {
+      schemaVersion: FILE_DOC_SCHEMA_VERSION,
       fileId: 'shared-file',
       clientId: docA.clientID,
     })
     fire(FILE_DOC_EVENTS.JOIN_SUCCESS, {
+      schemaVersion: FILE_DOC_SCHEMA_VERSION,
       fileId: 'shared-file',
       clientId: docB.clientID,
     })
@@ -2151,6 +2171,7 @@ describe('FileDocProvider', () => {
     (invalidatedDocId) => {
       const { provider, doc, fire } = createProvider(true)
       fire(FILE_DOC_EVENTS.JOIN_SUCCESS, {
+        schemaVersion: FILE_DOC_SCHEMA_VERSION,
         fileId: 'file-1',
         clientId: doc.clientID,
         docId: 'new-document',
@@ -2170,6 +2191,7 @@ describe('FileDocProvider', () => {
   it('keeps matching-generation invalidation terminal even when its version equals JOIN', () => {
     const { provider, doc, fire } = createProvider(true)
     fire(FILE_DOC_EVENTS.JOIN_SUCCESS, {
+      schemaVersion: FILE_DOC_SCHEMA_VERSION,
       fileId: 'file-1',
       clientId: doc.clientID,
       docId: 'current-document',
@@ -2188,6 +2210,7 @@ describe('FileDocProvider', () => {
   it('does not let a newer tombstone notification spare an older joined document', () => {
     const { provider, doc, fire } = createProvider(true)
     fire(FILE_DOC_EVENTS.JOIN_SUCCESS, {
+      schemaVersion: FILE_DOC_SCHEMA_VERSION,
       fileId: 'file-1',
       clientId: doc.clientID,
       docId: 'current-document',
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/editor-extensions.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/editor-extensions.ts
index 102e6cb9551..b85ae7dc191 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/editor-extensions.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/editor-extensions.ts
@@ -1,5 +1,4 @@
 import type { Extensions } from '@tiptap/core'
-import Collaboration from '@tiptap/extension-collaboration'
 import CollaborationCaret from '@tiptap/extension-collaboration-caret'
 import Placeholder from '@tiptap/extension-placeholder'
 import type { Awareness } from 'y-protocols/awareness'
@@ -13,10 +12,14 @@ import {
   DEFAULT_CARET_COLOR,
   renderCaret,
 } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/caret-presence'
+import { FileCollaboration } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-collaboration'
 import { LinkEmbed } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/embed/link-embed'
 import { createMarkdownContentExtensions } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/extensions'
 import { RichMarkdownFind } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/find'
-import { ResizableImage } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image'
+import {
+  ResizableImage,
+  ResizableInlineImage,
+} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image'
 import { ImageUploadPlaceholders } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-upload'
 import { RichMarkdownKeymap } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/keymap'
 import { MarkdownPaste } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-paste'
@@ -70,6 +73,7 @@ export function createMarkdownEditorExtensions({
       {
         codeBlock: CodeBlockWithLanguage,
         image: ResizableImage,
+        inlineImage: ResizableInlineImage,
         mention: MentionChip,
         rawHtmlBlock: RawHtmlBlockWithView,
         footnoteDef: FootnoteDefWithView,
@@ -78,7 +82,7 @@ export function createMarkdownEditorExtensions({
     ),
     ...(collaboration
       ? [
-          Collaboration.configure({ document: collaboration.doc }),
+          FileCollaboration.configure({ document: collaboration.doc }),
           // CollaborationCaret reads only `provider.awareness` (created synchronously,
           // relayed by the socket provider once connected). `render` tags each caret
           // with the peer's client id and shows its name label; the selection tint is
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/editor-lifecycle.test.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/editor-lifecycle.test.tsx
index 2827db496ce..028f539e057 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/editor-lifecycle.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/editor-lifecycle.test.tsx
@@ -79,10 +79,6 @@ vi.mock(
   '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/table-menu',
   () => ({ TableBubbleMenu: () => null })
 )
-vi.mock(
-  '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu',
-  () => ({ ImageBubbleMenu: () => null })
-)
 vi.mock(
   '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/link-hover-card',
   () => ({ LinkHoverCard: () => null })
@@ -336,51 +332,59 @@ describe('loaded rich editor lifecycle', () => {
     expect(downloadSourceRef.current?.getContent()).toBe('smaller accepted source')
   })
 
-  it('exports the displayed streaming frame and holds both body and metadata during a rewrite', async () => {
-    const frames = new Map<number, FrameRequestCallback>()
-    let nextFrameId = 0
-    vi.spyOn(window, 'requestAnimationFrame').mockImplementation((callback) => {
-      const id = ++nextFrameId
-      frames.set(id, callback)
-      return id
-    })
-    vi.spyOn(window, 'cancelAnimationFrame').mockImplementation((id) => frames.delete(id))
-    const tick = async () => {
-      const pending = [...frames.values()]
-      frames.clear()
-      await act(async () => {
-        for (const callback of pending) callback(0)
+  it.each(['plain text', 'heading image'] as const)(
+    'exports streamed %s and holds body and metadata during a rewrite',
+    async (contentType) => {
+      const frames = new Map<number, FrameRequestCallback>()
+      let nextFrameId = 0
+      vi.spyOn(window, 'requestAnimationFrame').mockImplementation((callback) => {
+        const id = ++nextFrameId
+        frames.set(id, callback)
+        return id
+      })
+      vi.spyOn(window, 'cancelAnimationFrame').mockImplementation((id) => frames.delete(id))
+      const tick = async () => {
+        const pending = [...frames.values()]
+        frames.clear()
+        await act(async () => {
+          for (const callback of pending) callback(0)
+        })
+      }
+      const downloadSourceRef = { current: null as FileDownloadSource | null }
+      const prefix = contentType === 'heading image' ? '# ' : ''
+      const suffix = contentType === 'heading image' ? ' ![Logo](/logo.png)' : ''
+      const initial = `---\ntitle: Original\n---\n\n${prefix}Original body${suffix}`
+      await render(initial, initial, true, { downloadSourceRef })
+      const replacement = `---\ntitle: Replacement\n---\n\n${prefix}Replacement body${suffix}`
+      await render(replacement, initial, true, { downloadSourceRef, isStreaming: true })
+      await tick()
+      expect(getEditor().getText().trim()).toBe('Original body')
+      expect(downloadSourceRef.current?.getContent()).toBe(initial)
+      await render(replacement, replacement, true, { downloadSourceRef })
+      expect(getEditor().getText().trim()).toBe('Replacement body')
+      if (contentType === 'heading image') {
+        expect(getEditor().view.dom.querySelector('h1 img')?.getAttribute('src')).toBe('/logo.png')
+      }
+      expect(downloadSourceRef.current?.getContent()).toBe(replacement)
+      const appended = `${replacement} and more`
+      await render(appended, replacement, true, {
+        downloadSourceRef,
+        isStreaming: true,
+        streamIsIncremental: true,
       })
+      expect(downloadSourceRef.current?.getContent()).toBe(replacement)
+      await tick()
+      expect(downloadSourceRef.current?.getContent()).toBe(appended)
+
+      await act(async () => root.render(null))
+      await render(initial, initial, true, { downloadSourceRef, isStreaming: true })
+      expect(downloadSourceRef.current?.getContent()).toBeNull()
+      await render(replacement, initial, true, { downloadSourceRef, isStreaming: true })
+      await tick()
+      expect(getEditor().getText().trim()).toBe('Replacement body')
+      expect(downloadSourceRef.current?.getContent()).toBe(replacement)
     }
-    const downloadSourceRef = { current: null as FileDownloadSource | null }
-    const initial = '---\ntitle: Original\n---\n\nOriginal body'
-    await render(initial, initial, true, { downloadSourceRef })
-    const replacement = '---\ntitle: Replacement\n---\n\nReplacement body'
-    await render(replacement, initial, true, { downloadSourceRef, isStreaming: true })
-    await tick()
-    expect(getEditor().getText()).toBe('Original body')
-    expect(downloadSourceRef.current?.getContent()).toBe(initial)
-    await render(replacement, replacement, true, { downloadSourceRef })
-    expect(getEditor().getText()).toBe('Replacement body')
-    expect(downloadSourceRef.current?.getContent()).toBe(replacement)
-    const appended = `${replacement} and more`
-    await render(appended, replacement, true, {
-      downloadSourceRef,
-      isStreaming: true,
-      streamIsIncremental: true,
-    })
-    expect(downloadSourceRef.current?.getContent()).toBe(replacement)
-    await tick()
-    expect(downloadSourceRef.current?.getContent()).toBe(appended)
-
-    await act(async () => root.render(null))
-    await render(initial, initial, true, { downloadSourceRef, isStreaming: true })
-    expect(downloadSourceRef.current?.getContent()).toBeNull()
-    await render(replacement, initial, true, { downloadSourceRef, isStreaming: true })
-    await tick()
-    expect(getEditor().getText()).toBe('Replacement body')
-    expect(downloadSourceRef.current?.getContent()).toBe(replacement)
-  })
+  )
 
   it.each(['connecting', 'timeout', 'fatal'] as const)(
     'copies selection context from the visible %s preview and switches to the live editor on sync',
@@ -815,12 +819,47 @@ describe('loaded rich editor lifecycle', () => {
     expect(getEditor().isEditable).toBe(false)
   })
 
+  it.each(['', '## '])(
+    'selects a %s image without an image menu or content changes',
+    async (prefix) => {
+      const content = `${prefix}[![Logo](/image.png)](https://example.com)\n\nBody`
+      await render(content)
+      const editor = getEditor()
+      const before = editor.getJSON()
+      let imagePosition = -1
+      editor.state.doc.descendants((node, pos) => {
+        if (node.type.name === 'image' || node.type.name === 'inlineImage') imagePosition = pos
+      })
+      expect(imagePosition).toBeGreaterThan(-1)
+      await act(async () => editor.commands.setNodeSelection(imagePosition))
+      expect(container.querySelector('[aria-label="Image editing"]')).toBeNull()
+      expect(editor.getJSON()).toEqual(before)
+      expect(editor.state.doc.nodeAt(imagePosition)?.attrs).toMatchObject({
+        alt: 'Logo',
+        href: 'https://example.com',
+      })
+    }
+  )
+
+  it('edits heading images without source fallback', async () => {
+    const content = '# Before ![Image](/image.png) after'
+    const downloadSourceRef = { current: null as FileDownloadSource | null }
+    await render(content, content, true, { downloadSourceRef })
+    expect(getEditor().isEditable).toBe(true)
+    expect(container.textContent).not.toContain('Edit source')
+    expect(getEditor().view.dom.querySelector('h1 img')?.getAttribute('src')).toBe('/image.png')
+    await act(async () => getEditor().commands.insertContentAt(1, 'Edited '))
+    expect(downloadSourceRef.current?.getContent()).toBe(
+      '# Edited Before ![Image](/image.png) after\n'
+    )
+    expect(onChange).toHaveBeenCalled()
+  })
+
   it.each([
     '[unused]: https://example.com',
     '1. [![foo][image]](/dest)\n\n[image]: /url',
     '- [ ] [foo][link]\n\n[link]: /dest',
     '| header |\n| --- |\n| <img src="/image"> |',
-    '# Before ![Image](/image.png) after',
     '| Header |\n| --- |\n| Before ![Image](/image.png) after |',
     '| Before ![Image](/image.png) after |\n| --- |\n| Cell |',
   ])('offers source editing without mutating unsupported content: %s', async (content) => {
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/extensions.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/extensions.ts
index 251c97c5cb0..e3efea0d9c3 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/extensions.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/extensions.ts
@@ -1,4 +1,11 @@
-import { Extension, type Extensions, type JSONContent, type Node } from '@tiptap/core'
+import {
+  Extension,
+  type Extensions,
+  type JSONContent,
+  type MarkdownParseHelpers,
+  type MarkdownToken,
+  type Node,
+} from '@tiptap/core'
 import { Code } from '@tiptap/extension-code'
 import { Document } from '@tiptap/extension-document'
 import { HardBreak } from '@tiptap/extension-hard-break'
@@ -11,7 +18,10 @@ import { splitBlockImageParagraph } from '@/app/workspace/[workspaceId]/files/co
 import { JoiningBulletList } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/bullet-list'
 import { MarkdownCodeBlock } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/code-block-schema'
 import { Highlight } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/highlight'
-import { MarkdownImage } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-schema'
+import {
+  MarkdownImage,
+  MarkdownInlineImage,
+} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-schema'
 import { MarkdownLinkInputRule } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/link-input-rule'
 import { joinListInputRules } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/list-input-rules'
 import { MarkdownListItem } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/list-item'
@@ -49,12 +59,26 @@ const MarkdownHardBreak = HardBreak.extend({ renderMarkdown: () => '<br>' })
 
 const TABLE_BLOCK_PREFIX_NODES = new Set(['heading', 'blockquote', 'horizontalRule'])
 
+function parseHeadingMarkdown(token: MarkdownToken, helpers: MarkdownParseHelpers) {
+  return helpers.createNode(
+    'heading',
+    { level: token.depth || 1 },
+    helpers
+      .parseInline(token.tokens || [])
+      .map((child) => (child.type === 'image' ? { ...child, type: 'inlineImage' } : child))
+  )
+}
+
 /** Input rules must respect the same table capabilities as toolbar and keyboard commands. */
 const TableAwareStarterKit = StarterKit.extend({
   addExtensions() {
-    return (this.parent?.() ?? []).map((extension) =>
-      extension.type === 'node' && TABLE_BLOCK_PREFIX_NODES.has(extension.name)
-        ? extension.extend({
+    return (this.parent?.() ?? []).map((extension) => {
+      const markdownExtension =
+        extension.name === 'heading'
+          ? extension.extend({ parseMarkdown: parseHeadingMarkdown })
+          : extension
+      return extension.type === 'node' && TABLE_BLOCK_PREFIX_NODES.has(extension.name)
+        ? markdownExtension.extend({
             addCommands() {
               const parent = this.parent?.()
               if (this.name !== 'horizontalRule') return parent ?? {}
@@ -69,8 +93,8 @@ const TableAwareStarterKit = StarterKit.extend({
               return excludeTableBlockInputRules(this.parent?.() ?? [])
             },
           })
-        : extension
-    )
+        : markdownExtension
+    })
   },
 })
 
@@ -176,6 +200,7 @@ const BlockSafeParagraph = Paragraph.extend({
 export interface ContentNodeViews {
   codeBlock?: Node
   image?: Node
+  inlineImage?: Node
   mention?: Node
   rawHtmlBlock?: Node
   footnoteDef?: Node
@@ -233,6 +258,7 @@ export function createMarkdownContentExtensions(
     Highlight,
     codeBlock,
     (nodeViews.image ?? MarkdownImage).configure({ allowBase64: true }),
+    (nodeViews.inlineImage ?? MarkdownInlineImage).configure({ allowBase64: true }),
     nodeViews.mention ?? MarkdownMention,
     TaskList,
     TaskItem.extend({
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/field-lifecycle.test.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/field-lifecycle.test.tsx
index 066c036cc5f..4c06ca056a1 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/field-lifecycle.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/field-lifecycle.test.tsx
@@ -13,10 +13,6 @@ vi.mock(
   '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/bubble-menu',
   () => ({ EditorBubbleMenu: () => null })
 )
-vi.mock(
-  '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu',
-  () => ({ ImageBubbleMenu: () => null })
-)
 vi.mock(
   '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/link-hover-card',
   () => ({ LinkHoverCard: () => null })
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/field-upload.test.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/field-upload.test.tsx
index 80439c8b042..25650382ef7 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/field-upload.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/field-upload.test.tsx
@@ -17,10 +17,6 @@ vi.mock(
   '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/link-hover-card',
   () => ({ LinkHoverCard: () => null })
 )
-vi.mock(
-  '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu',
-  () => ({ ImageBubbleMenu: () => null })
-)
 
 let host: HTMLDivElement
 let root: Root
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/heading-image.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/heading-image.test.ts
new file mode 100644
index 00000000000..d3f1f15fd38
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/heading-image.test.ts
@@ -0,0 +1,376 @@
+/** @vitest-environment jsdom */
+import { FILE_DOC_SEED } from '@sim/realtime-protocol/file-doc'
+import { Editor, getSchema } from '@tiptap/core'
+import { DOMParser, DOMSerializer } from '@tiptap/pm/model'
+import { NodeSelection } from '@tiptap/pm/state'
+import { afterEach, describe, expect, it, vi } from 'vitest'
+import * as Y from 'yjs'
+import { markdownToYDoc, yDocToFileMarkdown, yDocToMarkdown } from '@/lib/collab-doc/converter'
+import {
+  applyAgentStreamFrame,
+  beginAgentStream,
+  endAgentStream,
+} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/apply-streamed-markdown'
+import { FileCollaboration } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-collaboration'
+import { createMarkdownContentExtensions } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/extensions'
+import { moveDraggedImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move'
+import { isImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node'
+import {
+  beginImageUploads,
+  finishImageUpload,
+  ImageUploadPlaceholders,
+} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-upload'
+import { splitFrontmatter } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity'
+import {
+  editorNormalForm,
+  parseMarkdownToDoc,
+  serializeMarkdownBody,
+} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse'
+import { isRoundTripSafe } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/round-trip-safety'
+
+const IMAGE = '![Logo](/logo.png "Title")'
+const CASES = [
+  ...[1, 2, 3, 4, 5, 6].map((level) => `${'#'.repeat(level)} Before ${IMAGE} after`),
+  `# ${IMAGE}`,
+  `# ${IMAGE} ${IMAGE}`,
+  `# **Before** ${IMAGE} *after*`,
+  '# Before <img src="/logo.png" alt="Logo" width="320" height="180"> after',
+  `# [${IMAGE}](/destination "Link title")`,
+  '# Before [<img src="/logo.png" alt="Logo" width="320">](/destination) after',
+  '# Before ![Logo][logo] after\n\n[logo]: /logo.png "Title"',
+  `Before ${IMAGE} after\n===`,
+  `> # Before ${IMAGE} after`,
+  `- # Before ${IMAGE} after`,
+] as const
+const schema = getSchema(createMarkdownContentExtensions())
+const cleanups: Array<() => void> = []
+afterEach(() => cleanups.splice(0).forEach((cleanup) => cleanup()))
+
+function peer(seed: Y.Doc) {
+  const doc = new Y.Doc()
+  Y.applyUpdate(doc, Y.encodeStateAsUpdate(seed))
+  const editor = new Editor({
+    extensions: [
+      ...createMarkdownContentExtensions({}, { disableHistory: true }),
+      ImageUploadPlaceholders,
+      FileCollaboration.configure({ document: doc }),
+    ],
+    editorProps: { handleScrollToSelection: () => true },
+  })
+  cleanups.push(() => {
+    editor.destroy()
+    doc.destroy()
+  })
+  return { doc, editor }
+}
+
+function imagePositions(editor: Editor) {
+  const positions: number[] = []
+  editor.state.doc.descendants((node, position) => {
+    if (isImageNode(node)) positions.push(position)
+  })
+  return positions
+}
+
+describe('heading images', () => {
+  it.each(CASES)(
+    'preserves heading structure through Markdown and collaboration: %s',
+    (markdown) => {
+      const parsed = schema.nodeFromJSON(parseMarkdownToDoc(markdown))
+      expect(() => parsed.check()).not.toThrow()
+      let images = 0
+      parsed.descendants((node, _pos, parent) => {
+        if (isImageNode(node)) {
+          images++
+          expect(node.type.name).toBe('inlineImage')
+          expect(parent?.type.name).toBe('heading')
+          expect(node.attrs.src).toBe('/logo.png')
+        }
+      })
+      expect(images).toBeGreaterThan(0)
+      expect(isRoundTripSafe(markdown)).toBe(true)
+      const serialized = serializeMarkdownBody(markdown)
+      expect(serializeMarkdownBody(serialized)).toBe(serialized)
+      const seed = markdownToYDoc(markdown)
+      const a = peer(seed)
+      seed.destroy()
+      expect(a.editor.getJSON()).toEqual(schema.nodeFromJSON(editorNormalForm(markdown)).toJSON())
+      expect(imagePositions(a.editor)).toHaveLength(images)
+      expect(yDocToMarkdown(a.doc)).toBe(serialized)
+    }
+  )
+
+  it('retains existing block images and their attributes', () => {
+    const doc = schema.nodeFromJSON(parseMarkdownToDoc(`# Heading ${IMAGE}\n\n${IMAGE}`))
+    expect(doc.child(0).lastChild?.type.name).toBe('inlineImage')
+    expect(doc.child(1).type.name).toBe('image')
+    expect(doc.child(0).lastChild?.attrs).toEqual(doc.child(1).attrs)
+  })
+
+  it('keeps a mixed document editable without changing frontmatter, links, or image code examples', () => {
+    const markdown = [
+      '---\ntitle: Image support\n---',
+      '# Heading ![Heading image](/logo.png)',
+      '![Block image](/logo.png)',
+      '[Ordinary link](/logo.png)',
+      '`![Code example](/logo.png)`',
+      '![Reference image][shared]',
+      '[Ordinary reference][shared]',
+      '[shared]: /logo.png',
+    ].join('\n\n')
+    expect(isRoundTripSafe(markdown)).toBe(true)
+    const { frontmatter, body } = splitFrontmatter(markdown)
+    const seed = markdownToYDoc(body)
+    seed.getMap(FILE_DOC_SEED.configMap).set(FILE_DOC_SEED.frontmatterKey, frontmatter)
+    const { doc, editor } = peer(seed)
+    seed.destroy()
+    expect(imagePositions(editor)).toHaveLength(3)
+    editor.commands.insertContentAt(1, 'Edited ')
+    const saved = yDocToFileMarkdown(doc)
+    expect(saved).toContain('---\ntitle: Image support\n---')
+    expect(saved).toContain('# Edited Heading ![Heading image](/logo.png)')
+    expect(saved).toContain('[Ordinary link](/logo.png)')
+    expect(saved).toContain('[Ordinary reference](/logo.png)')
+    expect(saved).toContain('`![Code example](/logo.png)`')
+    expect(isRoundTripSafe(saved)).toBe(true)
+    const reopened = peer(doc)
+    expect(reopened.editor.getJSON()).toEqual(editor.getJSON())
+  })
+
+  it('preserves copied heading HTML without introducing block elements inside it', () => {
+    const container = document.createElement('div')
+    container.innerHTML = '<h2>Before <img src="/logo.png" alt="Logo" width="320"> after</h2>'
+    const doc = DOMParser.fromSchema(schema).parse(container)
+    expect(() => doc.check()).not.toThrow()
+    expect(doc.firstChild?.child(1).type.name).toBe('inlineImage')
+    expect(doc.firstChild?.child(1).attrs.width).toBe('320')
+  })
+
+  it.each([
+    ['<h2>Before <a href="/target"><img src="/logo.png"></a> after</h2>', 'heading', 'inlineImage'],
+    ['<p>Before <a href="/target"><img src="/logo.png"></a> after</p>', 'paragraph', 'inlineImage'],
+    ['<p><a href="/target"><img src="/logo.png"></a></p>', 'paragraph', 'image'],
+  ])('keeps pasted image layout for %s', (html, parentType, imageType) => {
+    const container = document.createElement('div')
+    container.innerHTML = html
+    const parsed = DOMParser.fromSchema(schema).parse(container)
+    expect(() => parsed.check()).not.toThrow()
+    expect(parsed.firstChild?.type.name).toBe(parentType)
+    const images: string[] = []
+    parsed.descendants((node) => {
+      if (isImageNode(node)) images.push(node.type.name)
+    })
+    expect(images).toEqual([imageType])
+    const editor = new Editor({
+      extensions: createMarkdownContentExtensions(),
+      content: parsed.toJSON(),
+      editorProps: { handleScrollToSelection: () => true },
+    })
+    cleanups.push(() => editor.destroy())
+    editor.commands.setNodeSelection(imagePositions(editor)[0])
+    editor.commands.updateAttributes(imageType, { width: '360' })
+    const saved = editor.getMarkdown()
+    expect(saved).toContain('](/target)')
+    const reopened = schema.nodeFromJSON(editorNormalForm(saved))
+    reopened.descendants((node) => {
+      if (isImageNode(node)) expect(node.attrs).toMatchObject({ href: '/target', width: '360' })
+    })
+  })
+
+  it.each(['h2', 'p'])('preserves pasted linked images in %s across peers and reload', (tag) => {
+    const seed = markdownToYDoc('Start')
+    const a = peer(seed)
+    const b = peer(seed)
+    seed.destroy()
+    a.editor.commands.selectAll()
+    a.editor.view.pasteHTML(
+      `<${tag}><a href="/target" title="Destination">Before <img src="/logo.png" alt="Logo" width="217"> after</a></${tag}>`,
+      new Event('paste') as ClipboardEvent
+    )
+    const position = imagePositions(a.editor)[0]
+    const pastedImage = a.editor.state.doc.nodeAt(position)
+    expect(pastedImage?.attrs).toMatchObject({ href: '/target', hrefTitle: 'Destination' })
+    expect(pastedImage?.marks.some((mark) => mark.type.name === 'link')).toBe(false)
+    expect(a.editor.state.doc.firstChild?.firstChild?.marks[0]?.attrs.href).toBe('/target')
+    a.editor.commands.setNodeSelection(position)
+    a.editor.commands.updateAttributes('inlineImage', { width: '287' })
+    Y.applyUpdate(b.doc, Y.encodeStateAsUpdate(a.doc))
+    expect(b.editor.getJSON()).toEqual(a.editor.getJSON())
+    const saved = yDocToFileMarkdown(b.doc)
+    expect(saved).toContain('](/target "Destination")')
+    expect(isRoundTripSafe(saved)).toBe(true)
+    const reopened = peer(b.doc)
+    expect(reopened.editor.getJSON()).toEqual(b.editor.getJSON())
+    expect(
+      reopened.editor.state.doc.nodeAt(imagePositions(reopened.editor)[0])?.attrs
+    ).toMatchObject({
+      href: '/target',
+      hrefTitle: 'Destination',
+      width: '287',
+    })
+  })
+
+  it.each(['', '# Before ', 'Before '])(
+    'keeps linked image metadata through the HTML clipboard: %s',
+    (prefix) => {
+      const seed = markdownToYDoc(
+        `${prefix}[<img src="/logo.png" alt="Logo" width="287">](/target "Destination")`
+      )
+      const a = peer(seed)
+      seed.destroy()
+      a.editor.commands.setNodeSelection(imagePositions(a.editor)[0])
+      const clipboard = a.editor.view.serializeForClipboard(a.editor.state.selection.content())
+      expect(clipboard.dom.querySelector('a')?.getAttribute('href')).toBe('/target')
+      expect(clipboard.dom.querySelector('a')?.getAttribute('title')).toBe('Destination')
+      const targetSeed = markdownToYDoc(prefix ? '# Target' : 'Target')
+      const target = peer(targetSeed)
+      targetSeed.destroy()
+      target.editor.commands.setTextSelection(1)
+      target.editor.view.pasteHTML(clipboard.dom.innerHTML, new Event('paste') as ClipboardEvent)
+      expect(target.editor.state.doc.nodeAt(imagePositions(target.editor)[0])?.attrs).toMatchObject(
+        {
+          href: '/target',
+          hrefTitle: 'Destination',
+          width: '287',
+          alt: 'Logo',
+        }
+      )
+      const reopened = peer(target.doc)
+      expect(reopened.editor.getJSON()).toEqual(target.editor.getJSON())
+    }
+  )
+
+  it.each(['image', 'inlineImage'])('omits unsafe %s links from copied HTML', (type) => {
+    const node = schema.nodes[type].create({ src: '/logo.png', href: 'javascript:alert(1)' })
+    const container = document.createElement('div')
+    container.append(DOMSerializer.fromSchema(schema).serializeNode(node))
+    expect(container.querySelector('a')).toBeNull()
+    expect(container.querySelector('img')?.getAttribute('src')).toBe('/logo.png')
+  })
+
+  it('does not nest a stored image link inside an existing link mark', () => {
+    const node = schema.nodes.inlineImage.create({ src: '/logo.png', href: '/stored' }, null, [
+      schema.marks.link.create({ href: '/current' }),
+    ])
+    const container = document.createElement('div')
+    container.append(DOMSerializer.fromSchema(schema).serializeNode(node))
+    expect(container.querySelectorAll('a')).toHaveLength(1)
+    expect(container.querySelector('a')?.getAttribute('href')).toBe('/current')
+  })
+
+  it('streams partial heading images to a peer without duplicating content or recording user undo', () => {
+    const seed = markdownToYDoc('# Start')
+    const a = peer(seed)
+    const b = peer(seed)
+    seed.destroy()
+    const session = beginAgentStream(a.editor)
+    expect(session).not.toBeNull()
+    try {
+      for (const frame of [
+        '# Before ![Logo](',
+        '# Before ![Logo](/logo.png)',
+        `# Before ${IMAGE} after`,
+      ]) {
+        expect(applyAgentStreamFrame(a.editor, session!, frame)).toBe(true)
+        Y.applyUpdate(b.doc, Y.encodeStateAsUpdate(a.doc))
+        expect(() => b.editor.state.doc.check()).not.toThrow()
+        expect(b.editor.getJSON()).toEqual(a.editor.getJSON())
+      }
+      expect(imagePositions(b.editor)).toHaveLength(1)
+      expect(yDocToFileMarkdown(b.doc)).toBe(`# Before ${IMAGE} after\n`)
+      expect(a.editor.can().undo()).toBe(false)
+    } finally {
+      endAgentStream(session!)
+    }
+  })
+
+  it('retains heading images when converting to a paragraph and back', () => {
+    const seed = markdownToYDoc(`# Before ${IMAGE} after`)
+    const { editor } = peer(seed)
+    seed.destroy()
+    editor.commands.setTextSelection(1)
+    expect(editor.commands.setParagraph()).toBe(true)
+    const paragraph = editor.getMarkdown()
+    expect(isRoundTripSafe(paragraph)).toBe(true)
+    const reopened = schema.nodeFromJSON(editorNormalForm(paragraph))
+    expect(reopened.firstChild?.type.name).toBe('paragraph')
+    expect(reopened.firstChild?.child(1).attrs.src).toBe('/logo.png')
+    expect(editor.commands.setHeading({ level: 2 })).toBe(true)
+    expect(imagePositions(editor)).toHaveLength(1)
+  })
+
+  it('merges concurrent text and resize edits, including undo and fresh hydration', () => {
+    const seed = markdownToYDoc(`# Before ${IMAGE} after`)
+    const a = peer(seed)
+    const b = peer(seed)
+    seed.destroy()
+    a.editor.commands.setNodeSelection(imagePositions(a.editor)[0])
+    a.editor.commands.updateAttributes('inlineImage', { width: '320', height: null })
+    b.editor.commands.insertContentAt(1, 'Peer ')
+    Y.applyUpdate(a.doc, Y.encodeStateAsUpdate(b.doc))
+    Y.applyUpdate(b.doc, Y.encodeStateAsUpdate(a.doc))
+    expect(a.editor.getJSON()).toEqual(b.editor.getJSON())
+    expect(a.editor.state.doc.textContent).toContain('Peer Before')
+    expect(yDocToMarkdown(a.doc)).toContain('width="320"')
+    expect(isRoundTripSafe(yDocToMarkdown(a.doc))).toBe(true)
+    a.editor.commands.undo()
+    expect(a.editor.state.doc.textContent).toContain('Peer Before')
+    expect(a.editor.state.doc.nodeAt(imagePositions(a.editor)[0])?.attrs.width).toBeNull()
+    a.editor.commands.redo()
+    const reopened = peer(a.doc)
+    expect(reopened.editor.getJSON()).toEqual(a.editor.getJSON())
+    expect(imagePositions(reopened.editor)).toHaveLength(1)
+  })
+
+  it.each(['# ', ''])(
+    'preserves a block-to-inline move, peer text, and undo through collaboration: %s',
+    (prefix) => {
+      const seed = markdownToYDoc(
+        `${prefix}Before after\n\n[<img src="/logo.png" alt="Logo" width="287">](/target "Destination")\n\nPeer text`
+      )
+      const a = peer(seed)
+      const b = peer(seed)
+      seed.destroy()
+      const originalAttrs = a.editor.state.doc.nodeAt(imagePositions(a.editor)[0])?.attrs
+      a.editor.commands.setNodeSelection(imagePositions(a.editor)[0])
+      vi.spyOn(a.editor.view, 'posAtCoords').mockReturnValue({ pos: 8, inside: 0 })
+      expect(
+        moveDraggedImageNode(a.editor.view, new MouseEvent('drop') as DragEvent, {
+          images: [],
+          html: '<img src="/logo.png">',
+        })
+      ).toBe(true)
+      expect(a.editor.state.doc.nodeAt(8)?.type.name).toBe('inlineImage')
+      expect(a.editor.state.doc.nodeAt(8)?.attrs).toEqual(originalAttrs)
+      b.editor.commands.insertContentAt(b.editor.state.doc.content.size - 1, ' preserved')
+      Y.applyUpdate(a.doc, Y.encodeStateAsUpdate(b.doc))
+      Y.applyUpdate(b.doc, Y.encodeStateAsUpdate(a.doc))
+      expect(a.editor.getJSON()).toEqual(b.editor.getJSON())
+      expect(imagePositions(b.editor)).toHaveLength(1)
+      expect(a.editor.commands.undo()).toBe(true)
+      if (a.editor.state.selection instanceof NodeSelection) {
+        expect(NodeSelection.isSelectable(a.editor.state.selection.node)).toBe(true)
+      }
+      expect(a.editor.state.doc.textContent).toContain('Peer text preserved')
+      expect(a.editor.state.doc.nodeAt(imagePositions(a.editor)[0])?.type.name).toBe('image')
+      expect(a.editor.commands.redo()).toBe(true)
+      Y.applyUpdate(b.doc, Y.encodeStateAsUpdate(a.doc))
+      expect(a.editor.getJSON()).toEqual(b.editor.getJSON())
+      const reopened = peer(b.doc)
+      expect(reopened.editor.getJSON()).toEqual(a.editor.getJSON())
+      expect(reopened.editor.state.doc.nodeAt(8)?.attrs).toEqual(originalAttrs)
+      expect(isRoundTripSafe(yDocToFileMarkdown(b.doc))).toBe(true)
+    }
+  )
+
+  it('inserts uploaded images into the heading without splitting its text', () => {
+    const seed = markdownToYDoc('# Before after')
+    const { editor } = peer(seed)
+    seed.destroy()
+    const [id] = beginImageUploads(editor, { from: 8, to: 8 }, ['Logo'])
+    expect(finishImageUpload(editor, id, '/logo.png', 'Logo')).toBe(true)
+    expect(editor.state.doc.firstChild?.type.name).toBe('heading')
+    expect(editor.state.doc.firstChild?.child(1).type.name).toBe('inlineImage')
+    expect(editor.state.doc.firstChild?.textContent).toBe('Before after')
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-collaboration.test.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-collaboration.test.tsx
index 62a5d465328..e5af0b2b609 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-collaboration.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-collaboration.test.tsx
@@ -1,16 +1,20 @@
 /** @vitest-environment jsdom */
 import { act } from 'react'
-import { Tooltip } from '@sim/emcn'
-import Collaboration from '@tiptap/extension-collaboration'
+import { NodeSelection, TextSelection } from '@tiptap/pm/state'
 import { Editor, EditorContent } from '@tiptap/react'
 import StarterKit from '@tiptap/starter-kit'
+import { yUndoPluginKey } from '@tiptap/y-tiptap'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 import * as Y from 'yjs'
 import { BlockMover } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/block-mover'
-import { ResizableImage } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image'
+import { FileCollaboration } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-collaboration'
+import {
+  ResizableImage,
+  ResizableInlineImage,
+} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image'
 import { moveDraggedImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move'
-import { ImageBubbleMenu } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu'
+import { isImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node'
 
 let host: HTMLDivElement
 let root: Root
@@ -30,7 +34,8 @@ beforeEach(async () => {
         StarterKit.configure({ undoRedo: false }),
         BlockMover,
         ResizableImage,
-        Collaboration.configure({ document }),
+        ResizableInlineImage,
+        FileCollaboration.configure({ document }),
       ],
       editorProps: { handleScrollToSelection: () => true },
     })
@@ -45,12 +50,7 @@ beforeEach(async () => {
   root = createRoot(host)
   vi.spyOn(local.view, 'coordsAtPos').mockReturnValue({ top: 10, bottom: 30, left: 10, right: 50 })
   await act(async () => {
-    root.render(
-      <Tooltip.Provider>
-        <ImageBubbleMenu editor={local} scrollContainerRef={{ current: host }} />
-        <EditorContent editor={local} />
-      </Tooltip.Provider>
-    )
+    root.render(<EditorContent editor={local} />)
   })
   await act(async () => local.commands.setNodeSelection(imagePosition(local)))
 })
@@ -72,7 +72,7 @@ afterEach(async () => {
 function imagePosition(editor: Editor, alt?: string): number {
   let position = -1
   editor.state.doc.descendants((node, pos) => {
-    if (node.type.name === 'image' && (alt === undefined || node.attrs.alt === alt)) position = pos
+    if (isImageNode(node) && (alt === undefined || node.attrs.alt === alt)) position = pos
   })
   return position
 }
@@ -108,15 +108,6 @@ function beginResize(): void {
   expect(image.style.width).toBe('260px')
 }
 
-function changeDraft(value: string): HTMLInputElement {
-  const input = host.querySelector<HTMLInputElement>('[aria-label="Image editing"] input')!
-  act(() => {
-    Object.getOwnPropertyDescriptor(HTMLInputElement.prototype, 'value')?.set?.call(input, value)
-    input.dispatchEvent(new Event('input', { bubbles: true }))
-  })
-  return input
-}
-
 async function addPeerSibling(sameSource = true): Promise<number> {
   const position = local.state.doc.firstChild!.nodeSize
   peer.commands.insertContentAt(position + 1, {
@@ -164,276 +155,268 @@ async function setNestedImages(depth: number): Promise<void> {
   await act(async () => local.commands.setNodeSelection(imagePosition(local, 'Original')))
 }
 
-describe('image interactions during real peer Yjs updates', () => {
+describe('image resizing during real peer Yjs updates', () => {
+  it.each(['heading', 'paragraph'])(
+    'renders and scrolls a valid selection when undoing a move into a %s',
+    async (target) => {
+      local.setOptions({ editorProps: { handleScrollToSelection: () => false } })
+      yUndoPluginKey.getState(local.state).undoManager.clear()
+      const dropPosition = target === 'heading' ? 8 : imagePosition(local) + 5
+      vi.spyOn(local.view, 'posAtCoords').mockReturnValue({ pos: dropPosition, inside: 0 })
+      await act(async () => {
+        local.view.focus()
+        expect(
+          moveDraggedImageNode(local.view, new MouseEvent('drop') as DragEvent, {
+            images: [],
+            html: '<img src="https://sim.ai/image.png">',
+          })
+        ).toBe(true)
+      })
+      expect(local.state.selection).toBeInstanceOf(NodeSelection)
+      expect(host.querySelector(`${target === 'heading' ? 'h2' : 'p'} img`)).not.toBeNull()
+      peer.commands.insertContentAt(peer.state.doc.content.size - 1, ' preserved')
+      await receivePeerUpdate()
+      await act(async () => {
+        expect(local.commands.undo()).toBe(true)
+      })
+      expect(local.state.doc.nodeAt(imagePosition(local))?.type.name).toBe('image')
+      if (local.state.selection instanceof NodeSelection) {
+        expect(NodeSelection.isSelectable(local.state.selection.node)).toBe(true)
+      }
+      expect(local.state.doc.textContent).toContain('After image preserved')
+      await act(async () => {
+        expect(local.commands.redo()).toBe(true)
+        Y.applyUpdate(peerDoc, Y.encodeStateAsUpdate(localDoc))
+      })
+      expect(local.getJSON()).toEqual(peer.getJSON())
+      expect(host.querySelector(`${target === 'heading' ? 'h2' : 'p'} img`)).not.toBeNull()
+    }
+  )
+
+  it('normalizes an invalid node selection without changing the document or Yjs history', async () => {
+    const original = local.getJSON()
+    const onUpdate = vi.fn()
+    localDoc.on('update', onUpdate)
+    yUndoPluginKey.getState(local.state).undoManager.clear()
+    await act(async () => {
+      local.view.dispatch(local.state.tr.setSelection(NodeSelection.create(local.state.doc, 3)))
+    })
+    expect(local.state.selection).toBeInstanceOf(TextSelection)
+    expect(local.state.selection.from).toBe(3)
+    expect(local.getJSON()).toEqual(original)
+    expect(onUpdate).not.toHaveBeenCalled()
+    expect(local.can().undo()).toBe(false)
+    await act(async () => local.commands.setNodeSelection(imagePosition(local)))
+    expect(local.state.selection).toBeInstanceOf(NodeSelection)
+    expect(local.state.selection.from).toBe(imagePosition(local))
+  })
+
+  it.each(['image', 'inlineImage'])(
+    'copies a linked %s with exactly one link wrapper',
+    async (type) => {
+      const image = {
+        type,
+        attrs: {
+          src: '/logo.png',
+          alt: 'Logo',
+          href: '/target',
+          hrefTitle: 'Destination',
+          width: '217',
+        },
+      }
+      await act(async () => {
+        local.commands.setContent({
+          type: 'doc',
+          content: type === 'inlineImage' ? [{ type: 'heading', content: [image] }] : [image],
+        })
+        local.commands.setNodeSelection(imagePosition(local))
+      })
+      const clipboard = local.view.serializeForClipboard(local.state.selection.content())
+      expect(clipboard.dom.querySelectorAll('a')).toHaveLength(1)
+      expect(clipboard.dom.querySelector('a')?.getAttribute('href')).toBe('/target')
+      expect(clipboard.dom.querySelector('a')?.getAttribute('title')).toBe('Destination')
+      expect(clipboard.dom.querySelector('img')?.getAttribute('width')).toBe('217')
+    }
+  )
+
+  it('resizes an inline image alongside peer heading text', async () => {
+    await act(async () => {
+      local.commands.setContent(
+        '<h2>Before <img src="https://sim.ai/image.png" alt="Original" width="200" height="100"> after</h2>'
+      )
+      Y.applyUpdate(peerDoc, Y.encodeStateAsUpdate(localDoc))
+      local.commands.setNodeSelection(imagePosition(local))
+    })
+    expect(host.querySelector('h2 img')).not.toBeNull()
+    expect(host.querySelector('h2 div')).toBeNull()
+    beginResize()
+    peer.commands.insertContentAt(1, 'Peer ')
+    await receivePeerUpdate()
+    pointer(window, 'pointerup', 160)
+    expect(imageAttributes(local)).toMatchObject({ alt: 'Original', href: null, width: '260' })
+    expect(local.state.doc.firstChild?.textContent).toBe('Peer Before  after')
+    await act(async () => Y.applyUpdate(peerDoc, Y.encodeStateAsUpdate(localDoc)))
+    expect(peer.getJSON()).toEqual(local.getJSON())
+  })
+
+  it('cancels an inline image resize when a peer deletes it', async () => {
+    await act(async () => {
+      local.commands.setContent(
+        '<h2>Before <img src="https://sim.ai/image.png" alt="Original" width="200" height="100"> after</h2>'
+      )
+      Y.applyUpdate(peerDoc, Y.encodeStateAsUpdate(localDoc))
+      local.commands.setNodeSelection(imagePosition(local))
+    })
+    beginResize()
+    peer.commands.setNodeSelection(imagePosition(peer))
+    peer.commands.deleteSelection()
+    await receivePeerUpdate()
+    pointer(window, 'pointerup', 160)
+    expect(host.querySelector('img')).toBeNull()
+    expect(local.getJSON()).toEqual(peer.getJSON())
+  })
+
   it.each(
-    (['alt', 'href', 'resize'] as const).flatMap((interaction) =>
-      [1, 2].flatMap((depth) =>
-        [false, true].flatMap((queued) =>
-          ['target', 'peer'].map((moved) => ({ interaction, depth, queued, moved }))
-        )
+    [1, 2].flatMap((depth) =>
+      [false, true].flatMap((queued) =>
+        ['target', 'peer'].map((moved) => ({ depth, queued, moved }))
       )
     )
   )(
-    'cancels $interaction after moving the $moved containing block at depth $depth (queued: $queued)',
-    async ({ interaction, depth, queued, moved }) => {
+    'cancels resizing after moving the $moved containing block at depth $depth (queued: $queued)',
+    async ({ depth, queued, moved }) => {
       await setNestedImages(depth)
-      let input: HTMLInputElement | undefined
-      if (interaction === 'resize') beginResize()
-      else {
-        const label = interaction === 'alt' ? 'alt text' : 'link'
-        act(() =>
-          host.querySelector<HTMLButtonElement>(`[aria-label="Edit image ${label}"]`)!.click()
-        )
-        input = changeDraft(
-          interaction === 'alt' ? 'Draft for original' : 'https://sim.ai/for-original'
-        )
-      }
+      beginResize()
       peer.commands.setNodeSelection(
         imagePosition(peer, moved === 'target' ? 'Original' : 'Peer image')
       )
       expect(moved === 'target' ? peer.commands.moveBlockDown() : peer.commands.moveBlockUp()).toBe(
         true
       )
-      const finish = () => {
-        if (input)
-          input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-        else pointer(window, 'pointerup', 160)
-      }
       if (queued) {
         await act(async () => {
           Y.applyUpdate(localDoc, Y.encodeStateAsUpdate(peerDoc))
-          finish()
+          pointer(window, 'pointerup', 160)
         })
       } else {
         await receivePeerUpdate()
-        await act(async () => finish())
+        pointer(window, 'pointerup', 160)
       }
-      expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
       expect(local.getJSON()).toEqual(peer.getJSON())
     }
   )
 
-  it.each(['alt', 'href', 'resize'] as const)(
-    'preserves %s alongside selected metadata and peer text inside nested image containers',
-    async (interaction) => {
-      await setNestedImages(2)
-      let input: HTMLInputElement | undefined
-      if (interaction === 'resize') beginResize()
-      else {
-        const label = interaction === 'alt' ? 'alt text' : 'link'
-        act(() =>
-          host.querySelector<HTMLButtonElement>(`[aria-label="Edit image ${label}"]`)!.click()
-        )
-        input = changeDraft(
-          interaction === 'alt' ? 'Local corrected alt' : 'https://sim.ai/local-link'
-        )
+  it('preserves metadata and peer text while resizing inside nested image containers', async () => {
+    await setNestedImages(2)
+    beginResize()
+    peer.commands.setNodeSelection(imagePosition(peer, 'Original'))
+    peer.commands.updateAttributes('image', {
+      alt: 'Peer corrected alt',
+      href: 'https://sim.ai/peer-link',
+    })
+    peer.commands.insertContentAt('Earlier heading'.length + 1, ' PEER')
+    peer.commands.insertContentAt(imagePosition(peer, 'Peer image') - 2, ' PEER')
+    await receivePeerUpdate()
+    pointer(window, 'pointerup', 160)
+    expect(local.state.doc.nodeAt(imagePosition(local, 'Peer corrected alt'))?.attrs).toMatchObject(
+      {
+        alt: 'Peer corrected alt',
+        href: 'https://sim.ai/peer-link',
+        width: '260',
       }
-      peer.commands.setNodeSelection(imagePosition(peer, 'Original'))
-      peer.commands.updateAttributes(
-        'image',
-        interaction === 'alt' ? { href: 'https://sim.ai/peer-link' } : { alt: 'Peer corrected alt' }
-      )
-      peer.commands.insertContentAt('Earlier heading'.length + 1, ' PEER')
-      peer.commands.insertContentAt(imagePosition(peer, 'Peer image') - 2, ' PEER')
-      await receivePeerUpdate()
-      if (input) {
-        expect(host.querySelector('[aria-label="Image editing"] input')).toBe(input)
-        await act(async () =>
-          input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-        )
-      } else pointer(window, 'pointerup', 160)
-      const alt = interaction === 'alt' ? 'Local corrected alt' : 'Peer corrected alt'
-      expect(local.state.doc.nodeAt(imagePosition(local, alt))?.attrs).toMatchObject({
-        alt,
-        href:
-          interaction === 'href'
-            ? 'https://sim.ai/local-link'
-            : interaction === 'alt'
-              ? 'https://sim.ai/peer-link'
-              : null,
-        width: interaction === 'resize' ? '260' : '200',
-      })
-      await act(async () => Y.applyUpdate(peerDoc, Y.encodeStateAsUpdate(localDoc)))
-      expect(local.getJSON()).toEqual(peer.getJSON())
-    }
-  )
+    )
+    await act(async () => Y.applyUpdate(peerDoc, Y.encodeStateAsUpdate(localDoc)))
+    expect(local.getJSON()).toEqual(peer.getJSON())
+  })
 
   it.each(['delete', 'replace'] as const)(
-    'rejects a queued draft after the peer %ss its containing block',
+    'rejects a queued resize after the peer %ss its containing block',
     async (action) => {
       await setNestedImages(2)
-      act(() =>
-        host.querySelector<HTMLButtonElement>('[aria-label="Edit image alt text"]')!.click()
-      )
-      const input = changeDraft('Uncommitted draft')
+      beginResize()
       const from = peer.state.doc.firstChild!.nodeSize
       const parent = peer.state.doc.child(1)
       peer.commands.deleteRange({ from, to: from + parent.nodeSize })
       if (action === 'replace') peer.commands.insertContentAt(from, parent.toJSON())
       await act(async () => {
         Y.applyUpdate(localDoc, Y.encodeStateAsUpdate(peerDoc))
-        input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
+        pointer(window, 'pointerup', 160)
       })
-      expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
       expect(local.getJSON()).toEqual(peer.getJSON())
     }
   )
 
-  it.each(['alt', 'href', 'resize'] as const)(
-    'cancels %s conservatively when another container image changes',
-    async (interaction) => {
-      await setNestedImages(2)
-      let input: HTMLInputElement | undefined
-      if (interaction === 'resize') beginResize()
-      else {
-        const label = interaction === 'alt' ? 'alt text' : 'link'
-        act(() =>
-          host.querySelector<HTMLButtonElement>(`[aria-label="Edit image ${label}"]`)!.click()
-        )
-        input = changeDraft('https://sim.ai/uncommitted')
-      }
-      peer.commands.setNodeSelection(imagePosition(peer, 'Peer image'))
-      peer.commands.updateAttributes('image', { alt: 'Peer corrected alt', width: '480' })
-      await receivePeerUpdate()
-      if (input) {
-        expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-        await act(async () =>
-          input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-        )
-      } else pointer(window, 'pointerup', 160)
-      expect(local.getJSON()).toEqual(peer.getJSON())
-    }
-  )
+  it('cancels resizing conservatively when another container image changes', async () => {
+    await setNestedImages(2)
+    beginResize()
+    peer.commands.setNodeSelection(imagePosition(peer, 'Peer image'))
+    peer.commands.updateAttributes('image', { alt: 'Peer corrected alt', width: '480' })
+    await receivePeerUpdate()
+    pointer(window, 'pointerup', 160)
+    expect(local.getJSON()).toEqual(peer.getJSON())
+  })
 
   it.each(
-    (['alt', 'href', 'resize'] as const).flatMap((interaction) =>
-      [false, true].flatMap((sameSource) =>
-        ['target', 'sibling'].map((moved) => ({ interaction, sameSource, moved }))
-      )
+    [false, true].flatMap((sameSource) =>
+      ['target', 'sibling'].map((moved) => ({ sameSource, moved }))
     )
   )(
-    'cancels $interaction after a peer moves the $moved image (same source: $sameSource)',
-    async ({ interaction, sameSource, moved }) => {
+    'cancels resizing after a peer moves the $moved image (same source: $sameSource)',
+    async ({ sameSource, moved }) => {
       const position = await addPeerSibling(sameSource)
-      let input: HTMLInputElement | undefined
-      if (interaction === 'resize') beginResize()
-      else {
-        const label = interaction === 'alt' ? 'alt text' : 'link'
-        act(() =>
-          host.querySelector<HTMLButtonElement>(`[aria-label="Edit image ${label}"]`)!.click()
-        )
-        input = changeDraft(
-          interaction === 'alt' ? 'Draft for original' : 'https://sim.ai/for-original'
-        )
-      }
+      beginResize()
       if (moved === 'target') movePeerImage(position, position + 2)
       else movePeerImage(position + 1, position)
       await receivePeerUpdate()
-      if (input) {
-        expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-        await act(async () => {
-          input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-        })
-      } else pointer(window, 'pointerup', 160)
+      pointer(window, 'pointerup', 160)
       expect(local.state.doc.nodeAt(position)?.attrs.alt).toBe('Peer image')
       expect(local.getJSON()).toEqual(peer.getJSON())
     }
   )
 
-  it.each(['alt text', 'link'])(
-    'rejects queued %s Apply before React renders a same-source reorder',
-    async (field) => {
-      const position = await addPeerSibling()
-      act(() =>
-        host.querySelector<HTMLButtonElement>(`[aria-label="Edit image ${field}"]`)!.click()
-      )
-      const input = changeDraft('https://sim.ai/stale-draft')
-      movePeerImage(position + 1, position)
-      await act(async () => {
-        Y.applyUpdate(localDoc, Y.encodeStateAsUpdate(peerDoc))
-        input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-      })
-      expect(local.getJSON()).toEqual(peer.getJSON())
-      expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-    }
-  )
-
-  it('does not revive a draft after images are reordered back', async () => {
-    const position = await addPeerSibling()
-    act(() => host.querySelector<HTMLButtonElement>('[aria-label="Edit image alt text"]')!.click())
-    changeDraft('Stale draft')
-    movePeerImage(position + 1, position)
-    await receivePeerUpdate()
-    expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-    movePeerImage(position + 1, position)
-    await receivePeerUpdate()
-    expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-    expect(local.getJSON()).toEqual(peer.getJSON())
-  })
-
-  it('preserves target metadata edits and text edits around an unchanged same-source sibling', async () => {
+  it('preserves target metadata and text edits around an unchanged same-source sibling', async () => {
     const position = await addPeerSibling()
-    act(() => host.querySelector<HTMLButtonElement>('[aria-label="Edit image link"]')!.click())
-    const input = changeDraft('https://sim.ai/local-link')
+    beginResize()
     peer.commands.setNodeSelection(position)
-    peer.commands.updateAttributes('image', { alt: 'Peer corrected alt' })
+    peer.commands.updateAttributes('image', {
+      alt: 'Peer corrected alt',
+      href: 'https://sim.ai/peer-link',
+    })
     peer.commands.insertContentAt('Earlier heading'.length + 1, ' PEER')
     await receivePeerUpdate()
-    expect(host.querySelector('[aria-label="Image editing"] input')).toBe(input)
-    await act(async () => {
-      input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-    })
+    pointer(window, 'pointerup', 160)
     const currentPosition = local.state.doc.firstChild!.nodeSize
     expect(local.state.doc.nodeAt(currentPosition)?.attrs).toMatchObject({
       alt: 'Peer corrected alt',
-      href: 'https://sim.ai/local-link',
+      href: 'https://sim.ai/peer-link',
+      width: '260',
     })
     expect(local.state.doc.nodeAt(currentPosition + 1)?.attrs.alt).toBe('Peer image')
-    await act(async () => {
-      Y.applyUpdate(peerDoc, Y.encodeStateAsUpdate(localDoc))
-    })
+    await act(async () => Y.applyUpdate(peerDoc, Y.encodeStateAsUpdate(localDoc)))
     expect(local.getJSON()).toEqual(peer.getJSON())
   })
 
   it.each(['alt', 'width', 'src'])(
-    'cancels conservatively when a sibling image changes its %s',
+    'cancels resizing conservatively when a sibling image changes its %s',
     async (field) => {
       const position = await addPeerSibling()
-      act(() =>
-        host.querySelector<HTMLButtonElement>('[aria-label="Edit image alt text"]')!.click()
-      )
-      const input = changeDraft('Stale draft')
+      beginResize()
       peer.commands.setNodeSelection(position + 1)
       peer.commands.updateAttributes('image', {
         [field]: field === 'width' ? '500' : 'https://sim.ai/peer-change',
       })
       await receivePeerUpdate()
-      expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-      await act(async () => {
-        input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-      })
+      pointer(window, 'pointerup', 160)
       expect(local.getJSON()).toEqual(peer.getJSON())
     }
   )
 
   it.each(
-    (['alt', 'href', 'resize'] as const).flatMap((interaction) =>
-      [false, true].flatMap((identical) =>
-        ['before', 'after'].map((side) => ({ interaction, identical, side }))
-      )
-    )
+    [false, true].flatMap((identical) => ['before', 'after'].map((side) => ({ identical, side })))
   )(
-    'cancels $interaction after a peer inserts $side the image (identical: $identical)',
-    async ({ interaction, identical, side }) => {
-      let input: HTMLInputElement | undefined
-      if (interaction === 'resize') beginResize()
-      else {
-        const label = interaction === 'alt' ? 'alt text' : 'link'
-        act(() =>
-          host.querySelector<HTMLButtonElement>(`[aria-label="Edit image ${label}"]`)!.click()
-        )
-        input = changeDraft(interaction === 'alt' ? 'Local draft' : 'https://sim.ai/local-draft')
-      }
+    'cancels resizing after a peer inserts $side the image (identical: $identical)',
+    async ({ identical, side }) => {
+      beginResize()
       const originalTarget = localDoc.getXmlFragment('default').get(1)
       peer.commands.insertContentAt(imagePosition(peer) + (side === 'after' ? 1 : 0), {
         type: 'image',
@@ -443,67 +426,11 @@ describe('image interactions during real peer Yjs updates', () => {
       })
       await receivePeerUpdate()
       expect(localDoc.getXmlFragment('default').get(1)).toBe(originalTarget)
-      if (input) {
-        expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-        act(() =>
-          input?.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-        )
-      } else pointer(window, 'pointerup', 160)
+      pointer(window, 'pointerup', 160)
       expect(local.getJSON()).toEqual(peer.getJSON())
     }
   )
 
-  it('rejects a queued Apply before React renders the peer insertion', async () => {
-    act(() => host.querySelector<HTMLButtonElement>('[aria-label="Edit image alt text"]')!.click())
-    const input = changeDraft('Stale draft')
-    peer.commands.insertContentAt(imagePosition(peer), {
-      type: 'image',
-      attrs: imageAttributes(peer),
-    })
-    await act(async () => {
-      Y.applyUpdate(localDoc, Y.encodeStateAsUpdate(peerDoc))
-      input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-    })
-    expect(local.getJSON()).toEqual(peer.getJSON())
-    expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-  })
-
-  it('does not revive a canceled draft when the peer removes their inserted image', async () => {
-    act(() => host.querySelector<HTMLButtonElement>('[aria-label="Edit image alt text"]')!.click())
-    changeDraft('Stale draft')
-    const position = imagePosition(peer)
-    peer.commands.insertContentAt(position, { type: 'image', attrs: imageAttributes(peer) })
-    await receivePeerUpdate()
-    expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-    peer.commands.deleteRange({ from: position, to: position + 1 })
-    await receivePeerUpdate()
-    expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-    expect(local.getJSON()).toEqual(peer.getJSON())
-  })
-
-  it.each(['cancel', 'apply', 'unmount'] as const)(
-    'removes the draft guard listener on %s',
-    (finish) => {
-      const subscribe = vi.spyOn(local, 'on')
-      const unsubscribe = vi.spyOn(local, 'off')
-      act(() =>
-        host.querySelector<HTMLButtonElement>('[aria-label="Edit image alt text"]')!.click()
-      )
-      const listener = subscribe.mock.calls.find(([event]) => event === 'transaction')?.[1]
-      expect(listener).toBeTypeOf('function')
-      if (finish === 'unmount') act(() => root.unmount())
-      else {
-        const key = finish === 'cancel' ? 'Escape' : 'Enter'
-        act(() =>
-          host
-            .querySelector('input')!
-            .dispatchEvent(new KeyboardEvent('keydown', { key, bubbles: true }))
-        )
-      }
-      expect(unsubscribe).toHaveBeenCalledWith('transaction', listener)
-    }
-  )
-
   it.each(['pointerup', 'pointercancel', 'blur', 'unmount'])(
     'removes the resize transaction listener after %s',
     (finish) => {
@@ -520,33 +447,6 @@ describe('image interactions during real peer Yjs updates', () => {
     }
   )
 
-  it('preserves peer alt text when only the local link draft changes', async () => {
-    act(() =>
-      host.querySelector<HTMLButtonElement>('button[aria-label="Edit image link"]')!.click()
-    )
-    const input = host.querySelector<HTMLInputElement>('input[aria-label="Image link URL"]')!
-    act(() => {
-      Object.getOwnPropertyDescriptor(HTMLInputElement.prototype, 'value')?.set?.call(
-        input,
-        'https://sim.ai/local-link'
-      )
-      input.dispatchEvent(new Event('input', { bubbles: true }))
-    })
-    peer.commands.setNodeSelection(imagePosition(peer))
-    peer.commands.updateAttributes('image', { alt: 'Peer corrected alt' })
-    await receivePeerUpdate()
-    expect(imageAttributes(local)?.alt).toBe('Peer corrected alt')
-    expect(host.querySelector('input[aria-label="Image link URL"]')).toBe(input)
-    await act(async () => {
-      input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-    })
-
-    expect(imageAttributes(local)).toMatchObject({
-      alt: 'Peer corrected alt',
-      href: 'https://sim.ai/local-link',
-    })
-  })
-
   it('keeps resizing the same image after a peer heading and metadata edit', async () => {
     const originalImage = localDoc.getXmlFragment('default').get(1)
     beginResize()
@@ -565,64 +465,6 @@ describe('image interactions during real peer Yjs updates', () => {
     expect(local.state.doc.firstChild?.textContent).toBe('Earlier heading PEER')
   })
 
-  it.each(['alt', 'href', 'unchanged', 'reverted'] as const)(
-    'preserves peer fields and follows the image through preceding edits: %s',
-    async (change) => {
-      const field = change === 'href' ? 'link' : 'alt text'
-      act(() =>
-        host.querySelector<HTMLButtonElement>(`button[aria-label="Edit image ${field}"]`)!.click()
-      )
-      const input = changeDraft(
-        change === 'href'
-          ? 'https://sim.ai/local'
-          : change === 'unchanged'
-            ? 'Original'
-            : 'Local alt'
-      )
-      if (change === 'reverted') changeDraft('Original')
-      peer.commands.insertContentAt('Earlier heading'.length + 1, ' PEER')
-      peer.commands.setNodeSelection(imagePosition(peer))
-      peer.commands.updateAttributes('image', { alt: 'Peer alt', href: 'https://sim.ai/peer' })
-      await receivePeerUpdate()
-      expect(host.querySelector('[aria-label="Image editing"] input')).toBe(input)
-      await act(async () =>
-        input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-      )
-      expect(imageAttributes(local)).toMatchObject({
-        alt: change === 'alt' ? 'Local alt' : 'Peer alt',
-        href: change === 'href' ? 'https://sim.ai/local' : 'https://sim.ai/peer',
-      })
-      expect(local.state.doc.firstChild?.textContent).toBe('Earlier heading PEER')
-    }
-  )
-
-  it.each(['delete', 'replace', 'identical replacement'] as const)(
-    'never applies an open draft to a peer replacement: %s',
-    async (action) => {
-      act(() =>
-        host.querySelector<HTMLButtonElement>('[aria-label="Edit image alt text"]')!.click()
-      )
-      const input = changeDraft('Uncommitted draft')
-      const position = imagePosition(peer)
-      const originalAttributes = imageAttributes(peer)
-      peer.commands.deleteRange({ from: position, to: position + 1 })
-      if (action !== 'delete')
-        peer.commands.insertContentAt(position, {
-          type: 'image',
-          attrs:
-            action === 'replace'
-              ? { ...originalAttributes, alt: 'Replacement' }
-              : originalAttributes,
-        })
-      await receivePeerUpdate()
-      act(() => input.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true })))
-      expect(host.querySelector('[aria-label="Image editing"] input')).toBeNull()
-      expect(imageAttributes(local)?.alt ?? null).toBe(
-        action === 'delete' ? null : action === 'replace' ? 'Replacement' : 'Original'
-      )
-    }
-  )
-
   it.each([false, true])(
     'cancels a resize when the peer replaces the actual image node (identical attributes: %s)',
     async (identicalAttributes) => {
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move.test.ts
index d8a51be247e..9c0f79df51c 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move.test.ts
@@ -13,13 +13,17 @@ import { EditorState, NodeSelection } from '@tiptap/pm/state'
 import type { EditorView } from '@tiptap/pm/view'
 import { describe, expect, it, vi } from 'vitest'
 import { moveDraggedImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move'
+import { isImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node'
 
 const schema = new Schema({
   nodes: {
     doc: { content: 'block+' },
-    paragraph: { group: 'block', content: 'text*' },
+    paragraph: { group: 'block', content: 'inline*' },
+    heading: { group: 'block', content: 'inline*' },
+    codeBlock: { group: 'block', content: 'text*', code: true },
     image: { group: 'block', attrs: { src: {} }, draggable: true },
-    text: {},
+    inlineImage: { group: 'inline', inline: true, attrs: { src: {} }, draggable: true },
+    text: { group: 'inline' },
   },
 })
 
@@ -43,7 +47,7 @@ function selectedImageView(): { view: EditorView; dispatched: { state: () => Edi
     get state() {
       return state
     },
-    posAtCoords: () => ({ pos: 1, inside: 0 }),
+    posAtCoords: () => ({ pos: 0, inside: -1 }),
     dispatch: vi.fn((tr) => {
       state = state.apply(tr)
     }),
@@ -59,12 +63,82 @@ function dropEvent(): DragEvent {
 function imageCount(doc: PMNode): number {
   let count = 0
   doc.descendants((node) => {
-    if (node.type.name === 'image') count += 1
+    if (isImageNode(node)) count += 1
   })
   return count
 }
 
 describe('moveDraggedImageNode', () => {
+  it.each([
+    ['inside a heading', 3, 'inlineImage'],
+    ['inside a paragraph after the source', 12, 'inlineImage'],
+    ['between blocks', 9, 'image'],
+    ['inside a text-only code block', 18, 'image'],
+  ] as const)('moves a block image to %s', (_label, dropPos, expectedType) => {
+    const doc = schema.node('doc', null, [
+      schema.node('heading', null, [schema.text('Before')]),
+      schema.node('image', { src: SRC }),
+      schema.node('paragraph', null, [schema.text('After')]),
+      schema.node('codeBlock', null, [schema.text('Code')]),
+    ])
+    let state = EditorState.create({ doc, selection: NodeSelection.create(doc, 8) })
+    const view = {
+      get state() {
+        return state
+      },
+      posAtCoords: () => ({ pos: dropPos }),
+      dispatch: (tr) => {
+        state = state.apply(tr)
+      },
+    } as unknown as EditorView
+
+    expect(moveDraggedImageNode(view, dropEvent(), { images: [], html: imageHtml(SRC) })).toBe(true)
+    expect(() => state.doc.check()).not.toThrow()
+    expect(imageCount(state.doc)).toBe(1)
+    expect(state.doc.textContent).toBe(doc.textContent)
+    expect(state.selection).toBeInstanceOf(NodeSelection)
+    expect((state.selection as NodeSelection).node.type.name).toBe(expectedType)
+    expect((state.selection as NodeSelection).node.attrs.src).toBe(SRC)
+    if (expectedType === 'inlineImage') {
+      expect(state.selection.from).toBe(dropPos > 8 ? dropPos - 1 : dropPos)
+    }
+  })
+
+  it.each([
+    ['document start', 0, 'image'],
+    ['between blocks', 10, 'image'],
+    ['document end', 17, 'image'],
+    ['inside a heading', 2, 'inlineImage'],
+    ['inside a paragraph', 12, 'inlineImage'],
+  ] as const)('keeps the moved image selected at %s', (_label, dropPos, expectedType) => {
+    const doc = schema.node('doc', null, [
+      schema.node('heading', null, [
+        schema.text('Before'),
+        schema.node('inlineImage', { src: SRC }),
+        schema.text('!'),
+      ]),
+      schema.node('paragraph', null, [schema.text('After')]),
+    ])
+    let state = EditorState.create({ doc, selection: NodeSelection.create(doc, 7) })
+    const view = {
+      get state() {
+        return state
+      },
+      posAtCoords: () => ({ pos: dropPos }),
+      dispatch: (tr) => {
+        state = state.apply(tr)
+      },
+    } as unknown as EditorView
+
+    expect(moveDraggedImageNode(view, dropEvent(), { images: [], html: imageHtml(SRC) })).toBe(true)
+    expect(() => state.doc.check()).not.toThrow()
+    expect(imageCount(state.doc)).toBe(1)
+    expect(state.doc.textContent).toBe(doc.textContent)
+    expect(state.selection).toBeInstanceOf(NodeSelection)
+    expect((state.selection as NodeSelection).node.type.name).toBe(expectedType)
+    expect((state.selection as NodeSelection).node.attrs.src).toBe(SRC)
+  })
+
   it('moves the dragged image instead of leaving it to be re-uploaded', () => {
     const { view, dispatched } = selectedImageView()
     const event = dropEvent()
@@ -72,7 +146,6 @@ describe('moveDraggedImageNode', () => {
     expect(moveDraggedImageNode(view, event, { images: [], html: imageHtml(SRC) })).toBe(true)
     expect(event.preventDefault).toHaveBeenCalled()
     expect(imageCount(dispatched.state().doc)).toBe(1)
-    /* Moved ahead of the paragraph it started after. */
     expect(dispatched.state().doc.firstChild?.type.name).toBe('image')
   })
 
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move.ts
index 904f2cd5ed0..3a3961be92b 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move.ts
@@ -2,7 +2,8 @@ import { Fragment, Slice } from '@tiptap/pm/model'
 import { NodeSelection } from '@tiptap/pm/state'
 import { dropPoint } from '@tiptap/pm/transform'
 import type { EditorView } from '@tiptap/pm/view'
-import { htmlReferencesSrc } from './image-paste'
+import { isImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node'
+import { htmlReferencesSrc } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-paste'
 
 interface MoveDraggedImageOptions {
   /** Image files on the drop, from `extractImageFiles`. */
@@ -42,7 +43,7 @@ export function moveDraggedImageNode(
 ): boolean {
   const { selection } = view.state
   if (images.length > 1) return false
-  if (!(selection instanceof NodeSelection) || selection.node.type.name !== 'image') return false
+  if (!(selection instanceof NodeSelection) || !isImageNode(selection.node)) return false
 
   const src = selection.node.attrs.src
   const rendered = typeof src === 'string' ? (resolveSrc?.(src) ?? src) : undefined
@@ -52,7 +53,15 @@ export function moveDraggedImageNode(
   const coords = view.posAtCoords({ left: event.clientX, top: event.clientY })
   if (!coords) return true
 
-  const node = selection.node
+  const $drop = view.state.doc.resolve(coords.pos)
+  const { image, inlineImage } = view.state.schema.nodes
+  const type = $drop.parent.canReplaceWith($drop.index(), $drop.index(), inlineImage)
+    ? inlineImage
+    : image
+  const node =
+    selection.node.type === type
+      ? selection.node
+      : type.create(selection.node.attrs, null, selection.node.marks)
   const tr = view.state.tr
   const insertPos = dropPoint(view.state.doc, coords.pos, new Slice(Fragment.from(node), 0, 0))
   if (insertPos === null) return true
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-input-rule.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-input-rule.test.ts
index 34e252318d6..e970c16ad76 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-input-rule.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-input-rule.test.ts
@@ -7,6 +7,7 @@ import { Awareness } from 'y-protocols/awareness'
 import * as Y from 'yjs'
 import { markdownToYDoc } from '@/lib/collab-doc/converter'
 import { createMarkdownEditorExtensions } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/editor-extensions'
+import { isImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node'
 
 const cleanups: Array<() => void> = []
 afterEach(() => {
@@ -129,7 +130,7 @@ describe.each([false, true])('image input rules (collaborative=%s)', (collaborat
       for (const chunk of chunks) inputText(editor, chunk)
       const images: unknown[] = []
       editor.state.doc.descendants((node) => {
-        if (node.type.name === 'image') images.push(node.attrs)
+        if (isImageNode(node)) images.push(node.attrs)
       })
       expect(images).toMatchObject([
         { src: 'https://example.com/logo.png', alt: 'Audit image', title: 'Brand' },
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node.ts
new file mode 100644
index 00000000000..bdace77c594
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node.ts
@@ -0,0 +1,11 @@
+import type { Node } from '@tiptap/pm/model'
+
+export function isImageNode(node: { type: { name: string } }): boolean {
+  return node.type.name === 'image' || node.type.name === 'inlineImage'
+}
+
+/** Insert images inside headings without changing the existing block-image insertion elsewhere. */
+export function imageTypeAt(doc: Node, position: number): 'image' | 'inlineImage' {
+  const parent = doc.resolve(position).parent
+  return parent.type.name === 'heading' ? 'inlineImage' : 'image'
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-paste.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-paste.ts
index 9bd35bfc1fa..ac910e93f53 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-paste.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-paste.ts
@@ -1,4 +1,5 @@
 import { extractImgSrcs } from '@/lib/uploads/utils/embedded-image-ref'
+import { isImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node'
 
 /**
  * Extract image `File` objects from a paste/drop payload. Reads `files` first, then falls back to
@@ -187,7 +188,7 @@ export function findHostedImageAttrs(
   let found: Record<string, unknown> | null = null
   doc.descendants((node) => {
     if (found) return false
-    if (node.type.name === 'image') {
+    if (isImageNode(node)) {
       const resolved = resolveImageSrc(node.attrs.src as string | undefined)
       const resolvedPath = resolved ? toSameOriginPath(resolved, origin) : null
       if (resolvedPath && targets.has(resolvedPath)) {
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-schema.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-schema.ts
index 51f3889441a..90ac478a52d 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-schema.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-schema.ts
@@ -1,6 +1,10 @@
-import { InputRule, type JSONContent } from '@tiptap/core'
+import { InputRule, type JSONContent, mergeAttributes } from '@tiptap/core'
 import { Image, inputRegex } from '@tiptap/extension-image'
+import { type DOMOutputSpec, Fragment, Slice } from '@tiptap/pm/model'
+import { Plugin } from '@tiptap/pm/state'
 import { Lexer, Tokenizer } from 'marked'
+import { imageTypeAt } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node'
+import { normalizeLinkHref } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity'
 import { createTextInputRulePlugins } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/text-input-rule'
 
 /**
@@ -12,11 +16,9 @@ import { createTextInputRulePlugins } from '@/app/workspace/[workspaceId]/files/
  */
 
 /**
- * A markdown linked image `[![alt](src "t")](href "t2")` — an image wrapped in a link, the canonical
- * form of a README badge. `@tiptap/markdown` parses this as a link mark over an image node, but an
- * image node can't carry inline marks, so the wrapping link is silently dropped. We instead tokenize
- * the whole construct ourselves and hang the link target on the image node's `href` attribute, so it
- * round-trips losslessly (and the file stays editable rather than opening read-only).
+ * Linked images store their destination in attributes because the Yjs binding does not preserve
+ * marks on image atoms. Tokenizing the complete Markdown link preserves README badges in both
+ * image representations.
  */
 /** Escape a value for safe interpolation into a double-quoted HTML attribute. */
 function escapeAttr(value: string): string {
@@ -54,8 +56,10 @@ function imageMarkdown(node: JSONContent): string {
   const src = typeof attrs.src === 'string' ? attrs.src : ''
   const alt = typeof attrs.alt === 'string' ? attrs.alt : ''
   const title = typeof attrs.title === 'string' ? attrs.title : ''
-  const href = typeof attrs.href === 'string' ? attrs.href : ''
-  const hrefTitle = typeof attrs.hrefTitle === 'string' ? attrs.hrefTitle : ''
+  const link = node.marks?.find((mark) => mark.type === 'link')
+  const linkAttrs = link ? link.attrs : { href: attrs.href, title: attrs.hrefTitle }
+  const href = typeof linkAttrs?.href === 'string' ? linkAttrs.href : ''
+  const hrefTitle = typeof linkAttrs?.title === 'string' ? linkAttrs.title : ''
   const width = attrs.width
   const height = attrs.height
   let image: string
@@ -81,7 +85,7 @@ function imageMarkdown(node: JSONContent): string {
 }
 
 interface MarkdownImageToken {
-  /** Set only by our linked-image tokenizer; absent on the built-in `![](src)` token. */
+  /** Custom image tokens hold the source here; the built-in image token uses `href`. */
   src?: string
   alt?: string
   title?: string | null
@@ -135,17 +139,54 @@ const heightAttr = {
     attributes.height ? { height: String(attributes.height) } : {},
 }
 
-/** Link target of a linked image — markdown-only state, never emitted as an HTML `<img>` attribute. */
-const hrefAttr = { default: null, rendered: false }
-const hrefTitleAttr = { default: null, rendered: false }
+/** Wrapping links belong to the image's metadata, not an HTML `<img>` attribute. */
+const hrefAttr = {
+  default: null,
+  rendered: false,
+  parseHTML: (element: HTMLElement) => element.closest('a[href]')?.getAttribute('href') ?? null,
+}
+const hrefTitleAttr = {
+  default: null,
+  rendered: false,
+  parseHTML: (element: HTMLElement) => element.closest('a[href]')?.getAttribute('title') ?? null,
+}
 
 /**
  * Image node that carries optional `width`/`height` (serialized as an HTML `<img>` tag) and an
  * optional `href`/`hrefTitle` (a wrapping markdown link, for badges). Shared by the headless
  * round-trip path (no node view) and the live {@link ResizableImage}.
  */
-export const MarkdownImage = Image.extend({
+const ImageSchema = Image.extend({
   addInputRules: () => [],
+  addAttributes() {
+    return {
+      ...this.parent?.(),
+      width: widthAttr,
+      height: heightAttr,
+      href: hrefAttr,
+      hrefTitle: hrefTitleAttr,
+    }
+  },
+  renderHTML({ node, HTMLAttributes }): DOMOutputSpec {
+    const image: DOMOutputSpec = [
+      'img',
+      mergeAttributes(this.options.HTMLAttributes, HTMLAttributes),
+    ]
+    const href = typeof node.attrs.href === 'string' ? normalizeLinkHref(node.attrs.href) : ''
+    if (!href || node.marks.some((mark) => mark.type.name === 'link')) return image
+    return [
+      'a',
+      {
+        href,
+        ...(typeof node.attrs.hrefTitle === 'string' ? { title: node.attrs.hrefTitle } : {}),
+      },
+      image,
+    ]
+  },
+  renderMarkdown: imageMarkdown,
+})
+
+export const MarkdownImage = ImageSchema.extend({
   addProseMirrorPlugins() {
     return createTextInputRulePlugins(
       this.editor,
@@ -154,24 +195,21 @@ export const MarkdownImage = Image.extend({
         find: new RegExp(`${inputRegex.source}(?![\\s\\S])`),
         handler: ({ state, range, match }) => {
           const [, syntax, alt, src, title] = match
+          const from = range.from + match[0].indexOf(syntax)
+          const type = state.schema.nodes[imageTypeAt(state.doc, from)]
           state.tr
-            .replaceRangeWith(
-              range.from + match[0].indexOf(syntax),
-              range.to,
-              this.type.create({ alt, src, title: title ?? null })
-            )
+            .replaceRangeWith(from, range.to, type.create({ alt, src, title: title ?? null }))
             .scrollIntoView()
         },
       })
     )
   },
-  addAttributes() {
+  addCommands() {
     return {
-      ...this.parent?.(),
-      width: widthAttr,
-      height: heightAttr,
-      href: hrefAttr,
-      hrefTitle: hrefTitleAttr,
+      setImage:
+        (attrs) =>
+        ({ state, commands }) =>
+          commands.insertContent({ type: imageTypeAt(state.doc, state.selection.from), attrs }),
     }
   },
   markdownTokenizer: {
@@ -179,12 +217,28 @@ export const MarkdownImage = Image.extend({
     level: 'inline',
     start: (src: string) => {
       const markdown = src.indexOf('[![')
-      const html = src.search(/\[<img\s/i)
+      const html = src.search(/\[?<img\s/i)
       if (markdown === -1) return html
       if (html === -1) return markdown
       return Math.min(markdown, html)
     },
     tokenize: (src: string): (MarkdownImageToken & { type: string; raw: string }) | undefined => {
+      if (/^<img\s/i.test(src)) {
+        const tokenizer = new Tokenizer()
+        new Lexer({ gfm: true, tokenizer })
+        const tag = tokenizer.tag(src)
+        const attrs = tag && imageAttrsFromHtml(tag.raw)
+        if (!tag || !attrs) return undefined
+        return {
+          type: 'image',
+          raw: tag.raw,
+          src: attrs.src,
+          alt: attrs.alt,
+          title: attrs.title,
+          width: attrs.width,
+          height: attrs.height,
+        }
+      }
       if (!src.startsWith('[![') && !/^\[<img\s/i.test(src)) return undefined
       /** Native first-token parsing avoids recursively lexing the entire remaining document. */
       const tokenizer = new Tokenizer()
@@ -219,5 +273,62 @@ export const MarkdownImage = Image.extend({
     },
   },
   parseMarkdown: parseImageToken,
-  renderMarkdown: imageMarkdown,
 })
+
+/** Yjs persists inline image attributes, but not marks on image atoms. */
+function preservePastedImageLinks(fragment: Fragment): Fragment {
+  const children = []
+  for (let index = 0; index < fragment.childCount; index++) {
+    const child = fragment.child(index)
+    const link =
+      child.type.name === 'inlineImage' && child.marks.find((mark) => mark.type.name === 'link')
+    children.push(
+      link
+        ? child.type.create(
+            { ...child.attrs, href: link.attrs.href, hrefTitle: link.attrs.title ?? null },
+            child.content,
+            child.marks.filter((mark) => mark !== link)
+          )
+        : child.content.size
+          ? child.copy(preservePastedImageLinks(child.content))
+          : child
+    )
+  }
+  return Fragment.fromArray(children)
+}
+
+export const MarkdownInlineImage = ImageSchema.extend({
+  name: 'inlineImage',
+  markdownTokenName: 'inlineImage',
+  addCommands: () => ({}),
+  addProseMirrorPlugins() {
+    return [
+      new Plugin({
+        props: {
+          transformPasted: (slice) =>
+            new Slice(preservePastedImageLinks(slice.content), slice.openStart, slice.openEnd),
+        },
+      }),
+    ]
+  },
+  addAttributes() {
+    return {
+      ...this.parent?.(),
+      /** HTML links on inline images are represented by the surrounding link mark. */
+      href: { default: null, rendered: false },
+      hrefTitle: { default: null, rendered: false },
+    }
+  },
+  parseHTML() {
+    return [
+      { tag: 'img[data-inline-image]', priority: 60 },
+      { tag: 'img[src]', context: 'heading/', priority: 60 },
+      {
+        tag: 'img[src]',
+        context: 'paragraph/',
+        priority: 60,
+        getAttrs: (element) => (element.closest('p')?.textContent?.trim() ? null : false),
+      },
+    ]
+  },
+}).configure({ inline: true, HTMLAttributes: { 'data-inline-image': '' } })
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-target.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-target.ts
index 9695682ff45..3aead378991 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-target.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-target.ts
@@ -2,7 +2,7 @@ import { Node } from '@tiptap/pm/model'
 import type { ProsemirrorBinding } from '@tiptap/y-tiptap'
 import { XmlElement } from 'yjs'
 
-export function getImageYTarget(binding: ProsemirrorBinding, node: Node): XmlElement | undefined {
+function getImageYTarget(binding: ProsemirrorBinding, node: Node): XmlElement | undefined {
   for (const [type, mappedNode] of binding.mapping) {
     if (mappedNode === node && type instanceof XmlElement) return type
   }
@@ -18,7 +18,7 @@ export function createImageTargetGuard(binding: ProsemirrorBinding, node: Node)
   const images = () =>
     Array.from(
       binding.type.createTreeWalker(
-        (child) => child instanceof XmlElement && child.nodeName === 'image'
+        (child) => child instanceof XmlElement && ['image', 'inlineImage'].includes(child.nodeName)
       )
     )
   const originalImages = images().map((element) => ({
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-upload.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-upload.ts
index c85e9b37e1e..97d8450661c 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-upload.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-upload.ts
@@ -3,6 +3,7 @@ import { type Editor, Extension, type Range } from '@tiptap/core'
 import type { Slice } from '@tiptap/pm/model'
 import { Plugin, PluginKey } from '@tiptap/pm/state'
 import { Decoration, DecorationSet } from '@tiptap/pm/view'
+import { imageTypeAt } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node'
 
 interface PendingImageUpload extends Range {
   id: string
@@ -170,7 +171,7 @@ export function finishImageUpload(editor: Editor, id: string, src: string, alt:
     .chain()
     .insertContentAt(
       { from: upload.from, to: upload.to },
-      { type: 'image', attrs: { src, alt } },
+      { type: imageTypeAt(editor.state.doc, upload.from), attrs: { src, alt } },
       { updateSelection: false }
     )
     .command(({ tr }) => {
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image.tsx
index 9e7f4dc9f13..e80f516eda9 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image.tsx
@@ -1,10 +1,14 @@
 import { type CSSProperties, useEffect, useMemo, useRef, useState } from 'react'
 import { Button, cn } from '@sim/emcn'
+import type { Node } from '@tiptap/core'
 import { NodeSelection, Plugin } from '@tiptap/pm/state'
 import type { ReactNodeViewProps } from '@tiptap/react'
 import { NodeViewWrapper, ReactNodeViewRenderer } from '@tiptap/react'
 import { type ProsemirrorBinding, ySyncPluginKey } from '@tiptap/y-tiptap'
-import { MarkdownImage } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-schema'
+import {
+  MarkdownImage,
+  MarkdownInlineImage,
+} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-schema'
 import { createImageTargetGuard } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-target'
 import { normalizeLinkHref } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity'
 import { useEditorEditable } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/use-editor-editable'
@@ -254,7 +258,13 @@ export function ResizableImageView({
   )
 
   return (
-    <NodeViewWrapper className='relative my-4 inline-block leading-none'>
+    <NodeViewWrapper
+      as={node.isInline ? 'span' : 'div'}
+      className={cn(
+        'relative inline-block max-w-full leading-none',
+        node.isInline ? 'align-middle' : 'my-4'
+      )}
+    >
       {safeHref ? (
         // The editor's handleClick is the sole navigator (gated on editable/modifier, like text links
         // via openOnClick:false): prevent the anchor's own navigation so a plain click in edit mode
@@ -288,33 +298,40 @@ export function ResizableImageView({
 }
 
 /** Live image node with the drag-to-resize view; same schema + markdown output as the headless one. */
-export const ResizableImage = MarkdownImage.extend({
-  addNodeView() {
-    return ReactNodeViewRenderer(ResizableImageView)
-  },
-  /**
-   * Guarantee a plain click on the image forms a node selection. The image body is also a native drag
-   * source (grab-anywhere reorder), and while prosemirror-view ≥1.32.4 no longer implicitly selects on
-   * drag, the reverse — a click reliably selecting — is not guaranteed for an atom whose body competes
-   * with the drag gesture (see the ProseMirror "Draggable and NodeViews" discussion and TipTap #4526).
-   * Selecting here makes it deterministic while leaving drag-to-reorder intact. Read-only clicks and
-   * modified clicks (Cmd/Ctrl to follow a linked badge, Shift/Alt to extend) fall through to the editor's
-   * `handleClick` / default behavior.
-   */
-  addProseMirrorPlugins() {
-    const nodeName = this.name
-    return [
-      ...(this.parent?.() ?? []),
-      new Plugin({
-        props: {
-          handleClickOn(view, _pos, node, nodePos, event) {
-            if (!view.editable || node.type.name !== nodeName) return false
-            if (event.metaKey || event.ctrlKey || event.shiftKey || event.altKey) return false
-            view.dispatch(view.state.tr.setSelection(NodeSelection.create(view.state.doc, nodePos)))
-            return true
+function withImageNodeView(image: Node) {
+  return image.extend({
+    addNodeView() {
+      return ReactNodeViewRenderer(ResizableImageView)
+    },
+    /**
+     * Guarantee a plain click on the image forms a node selection. The image body is also a native drag
+     * source (grab-anywhere reorder), and while prosemirror-view ≥1.32.4 no longer implicitly selects on
+     * drag, the reverse — a click reliably selecting — is not guaranteed for an atom whose body competes
+     * with the drag gesture (see the ProseMirror "Draggable and NodeViews" discussion and TipTap #4526).
+     * Selecting here makes it deterministic while leaving drag-to-reorder intact. Read-only clicks and
+     * modified clicks (Cmd/Ctrl to follow a linked badge, Shift/Alt to extend) fall through to the editor's
+     * `handleClick` / default behavior.
+     */
+    addProseMirrorPlugins() {
+      const nodeName = this.name
+      return [
+        ...(this.parent?.() ?? []),
+        new Plugin({
+          props: {
+            handleClickOn(view, _pos, node, nodePos, event) {
+              if (!view.editable || node.type.name !== nodeName) return false
+              if (event.metaKey || event.ctrlKey || event.shiftKey || event.altKey) return false
+              view.dispatch(
+                view.state.tr.setSelection(NodeSelection.create(view.state.doc, nodePos))
+              )
+              return true
+            },
           },
-        },
-      }),
-    ]
-  },
-})
+        }),
+      ]
+    },
+  })
+}
+
+export const ResizableImage = withImageNodeView(MarkdownImage)
+export const ResizableInlineImage = withImageNodeView(MarkdownInlineImage)
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/editor-toolbar-integration.test.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/editor-toolbar-integration.test.tsx
index 817cfbf314a..c3fe548ff56 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/editor-toolbar-integration.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/editor-toolbar-integration.test.tsx
@@ -3,6 +3,7 @@ import { act } from 'react'
 import { Tooltip } from '@sim/emcn'
 import { Editor } from '@tiptap/core'
 import { type EditorState, Plugin, type Transaction } from '@tiptap/pm/state'
+import { CellSelection } from '@tiptap/pm/tables'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 import { createMarkdownContentExtensions } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/extensions'
@@ -127,6 +128,34 @@ function changeUrl(input: HTMLInputElement, value: string): void {
 }
 
 describe('real editor BubbleMenu keyboard integration', () => {
+  it('hides the table toolbar for an image selection and restores it for a cell selection', async () => {
+    await act(async () => {
+      editor.commands.setContent(
+        '<table><tbody><tr><th><p>Header</p></th></tr><tr><td><img src="/cell.png"></td></tr></tbody></table>'
+      )
+      let imagePosition = -1
+      editor.state.doc.descendants((node, pos) => {
+        if (node.type.name === 'image') imagePosition = pos
+      })
+      expect(imagePosition).toBeGreaterThan(-1)
+      editor.commands.setNodeSelection(imagePosition)
+      editor.view.focus()
+    })
+    await frame()
+    expect(viewport.querySelector('[aria-label="Table editing"]')).toBeNull()
+    expect(viewport.querySelector('[aria-label="Text formatting"]')).toBeNull()
+    expect(key(editor.view.dom, 'F10', { altKey: true }).defaultPrevented).toBe(false)
+    await act(async () => {
+      const cell = editor.state.selection.$from.before(3)
+      editor.view.dispatch(
+        editor.state.tr.setSelection(CellSelection.create(editor.state.doc, cell))
+      )
+      editor.view.focus()
+    })
+    await frame()
+    expect(viewport.querySelector('[aria-label="Table editing"]')).not.toBeNull()
+  })
+
   it('enters the formatting toolbar and returns with Escape without losing the selected text', async () => {
     select('format')
     const selection = editor.state.selection.toJSON()
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu.test.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu.test.tsx
deleted file mode 100644
index c623e8ddda6..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu.test.tsx
+++ /dev/null
@@ -1,253 +0,0 @@
-/** @vitest-environment jsdom */
-import { act } from 'react'
-import { Tooltip } from '@sim/emcn'
-import { Editor } from '@tiptap/core'
-import { NodeSelection } from '@tiptap/pm/state'
-import { CellSelection } from '@tiptap/pm/tables'
-import { createRoot, type Root } from 'react-dom/client'
-import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
-import { createMarkdownContentExtensions } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/extensions'
-import { BUBBLE_MENU_CLASS } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/bubble-menu-chrome'
-import { ImageBubbleMenu } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu'
-import { TableBubbleMenu } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/table-menu'
-
-let editor: Editor
-let root: Root
-let viewport: HTMLDivElement
-
-beforeEach(async () => {
-  vi.stubGlobal('IS_REACT_ACT_ENVIRONMENT', true)
-  vi.useFakeTimers()
-  viewport = document.createElement('div')
-  const editorHost = document.createElement('div')
-  const menuHost = document.createElement('div')
-  viewport.append(editorHost, menuHost)
-  document.body.append(viewport)
-  editor = new Editor({
-    element: editorHost,
-    extensions: createMarkdownContentExtensions(),
-    content: '<img src="/image.png" alt="Diagram" width="200" height="100"><p>After</p>',
-    editorProps: { handleScrollToSelection: () => true },
-  })
-  vi.spyOn(editor.view, 'coordsAtPos').mockReturnValue({ top: 10, bottom: 30, left: 10, right: 50 })
-  root = createRoot(menuHost)
-  await act(async () => {
-    root.render(
-      <Tooltip.Provider>
-        <ImageBubbleMenu editor={editor} scrollContainerRef={{ current: viewport }} />
-        <TableBubbleMenu editor={editor} scrollContainerRef={{ current: viewport }} />
-      </Tooltip.Provider>
-    )
-  })
-  await act(async () => {
-    editor.commands.setNodeSelection(0)
-    editor.view.focus()
-    vi.advanceTimersToNextFrame()
-  })
-})
-
-afterEach(() => {
-  act(() => root.unmount())
-  editor.destroy()
-  viewport.remove()
-  vi.restoreAllMocks()
-  vi.useRealTimers()
-  vi.unstubAllGlobals()
-})
-
-function button(label: string): HTMLButtonElement {
-  const element = viewport.querySelector<HTMLButtonElement>(`button[aria-label="${label}"]`)
-  if (!element) throw new Error(`Missing ${label} button`)
-  return element
-}
-
-function input(): HTMLInputElement {
-  const element = viewport.querySelector<HTMLInputElement>('[aria-label="Image editing"] input')
-  if (!element) throw new Error('Missing image toolbar input')
-  return element
-}
-
-function change(value: string): void {
-  const field = input()
-  act(() => {
-    Object.getOwnPropertyDescriptor(HTMLInputElement.prototype, 'value')?.set?.call(field, value)
-    field.dispatchEvent(new Event('input', { bubbles: true }))
-  })
-}
-
-function key(target: HTMLElement, value: string, options: KeyboardEventInit = {}): void {
-  act(() =>
-    target.dispatchEvent(
-      new KeyboardEvent('keydown', {
-        key: value,
-        bubbles: true,
-        cancelable: true,
-        ...options,
-      })
-    )
-  )
-}
-
-describe('ImageBubbleMenu', () => {
-  it('uses the shared floating chrome and keyboard navigation without a gear', async () => {
-    const toolbar = viewport.querySelector('[aria-label="Image editing"]')!
-    expect(toolbar.parentElement?.className).toBe(BUBBLE_MENU_CLASS)
-    expect(viewport.querySelector('[aria-label="Edit image details"]')).toBeNull()
-    key(editor.view.dom, 'F10', { altKey: true })
-    await act(async () => vi.advanceTimersToNextFrame())
-    expect(document.activeElement).toBe(button('Edit image alt text'))
-    key(button('Edit image alt text'), 'ArrowRight')
-    expect(document.activeElement).toBe(button('Edit image link'))
-    key(button('Edit image link'), 'Escape')
-    await act(async () => vi.advanceTimersToNextFrame())
-    expect(editor.view.hasFocus()).toBe(true)
-    expect(editor.state.selection).toBeInstanceOf(NodeSelection)
-  })
-
-  it.each([
-    { key: 'Enter', isComposing: true, keyCode: 13 },
-    { key: 'Escape', isComposing: true, keyCode: 27 },
-    { key: 'Enter', isComposing: false, keyCode: 229 },
-    { key: 'Escape', isComposing: false, keyCode: 229 },
-  ])('does not commit or cancel during composition: $key/$keyCode', (keyboard) => {
-    act(() => button('Edit image alt text').click())
-    change('Composition draft')
-    const field = input()
-    const parentKeyDown = vi.fn()
-    viewport.addEventListener('keydown', parentKeyDown)
-    const event = new KeyboardEvent('keydown', { bubbles: true, cancelable: true, ...keyboard })
-    act(() => field.dispatchEvent(event))
-    viewport.removeEventListener('keydown', parentKeyDown)
-    expect(parentKeyDown).not.toHaveBeenCalled()
-    expect(event.defaultPrevented).toBe(false)
-    expect(input()).toBe(field)
-    expect(input().value).toBe('Composition draft')
-    expect(document.activeElement).toBe(field)
-    expect(editor.state.doc.firstChild?.attrs.alt).toBe('Diagram')
-  })
-
-  it('edits alt text without changing other attributes and cancels without writing', () => {
-    act(() => button('Edit image alt text').click())
-    change('New description')
-    key(input(), 'Enter')
-    expect(editor.state.doc.firstChild?.attrs).toMatchObject({
-      alt: 'New description',
-      width: '200',
-    })
-    act(() => button('Edit image alt text').click())
-    change('Do not save')
-    key(input(), 'Escape')
-    expect(editor.state.doc.firstChild?.attrs.alt).toBe('New description')
-    expect(viewport.querySelector('[aria-label="Image editing"] input')).toBeNull()
-  })
-
-  it('validates links, normalizes a valid URL, and explicitly removes a cleared link', () => {
-    act(() => button('Edit image link').click())
-    change('javascript:alert(1)')
-    expect(input()).toHaveAttribute('aria-invalid', 'true')
-    expect(button('Apply image change').disabled).toBe(true)
-    key(input(), 'Enter')
-    expect(editor.state.doc.firstChild?.attrs.href).toBeNull()
-    change(' https://sim.ai/image ')
-    act(() => button('Apply image change').click())
-    expect(editor.state.doc.firstChild?.attrs.href).toBe('https://sim.ai/image')
-    act(() => button('Edit image link').click())
-    change('')
-    key(input(), 'Enter')
-    expect(editor.state.doc.firstChild?.attrs).toMatchObject({ alt: 'Diagram', href: null })
-  })
-
-  it('resets dimensions and omits reset for an image without custom dimensions', () => {
-    act(() => button('Reset image size').click())
-    expect(editor.state.doc.firstChild?.attrs).toMatchObject({
-      alt: 'Diagram',
-      width: null,
-      height: null,
-    })
-    expect(viewport.querySelector('[aria-label="Reset image size"]')).toBeNull()
-  })
-
-  it.each(['read-only', 'destroyed'] as const)(
-    'rejects queued input and reset actions after the editor becomes %s',
-    (state) => {
-      const reset = button('Reset image size')
-      act(() => button('Edit image alt text').click())
-      change('Do not save')
-      const field = input()
-      const original = editor.state.doc
-      act(() => {
-        if (state === 'read-only') editor.setEditable(false)
-        else editor.destroy()
-        field.dispatchEvent(new KeyboardEvent('keydown', { key: 'Enter', bubbles: true }))
-        reset.click()
-      })
-      expect(editor.state.doc.eq(original)).toBe(true)
-    }
-  )
-
-  it('drops a draft when selecting a different image and does not resurrect it on return', () => {
-    act(() =>
-      editor.commands.insertContentAt(editor.state.doc.content.size, {
-        type: 'image',
-        attrs: { src: '/other.png', alt: 'Other' },
-      })
-    )
-    act(() => editor.commands.setNodeSelection(0))
-    act(() => button('Edit image alt text').click())
-    change('Uncommitted draft')
-    let otherPosition = -1
-    editor.state.doc.descendants((node, pos) => {
-      if (node.attrs.src === '/other.png') otherPosition = pos
-    })
-    act(() => editor.commands.setNodeSelection(otherPosition))
-    expect(viewport.querySelector('[aria-label="Image editing"] input')).toBeNull()
-    act(() => editor.commands.setNodeSelection(0))
-    act(() => button('Edit image alt text').click())
-    expect(input().value).toBe('Diagram')
-  })
-
-  it.each(['read-only', 'destroyed'] as const)(
-    'rejects a mounted reset button click before React rerenders for %s',
-    (state) => {
-      const reset = button('Reset image size')
-      const original = editor.state.doc
-      act(() => {
-        if (state === 'read-only') editor.setEditable(false)
-        else editor.destroy()
-        reset.click()
-      })
-      expect(editor.state.doc.eq(original)).toBe(true)
-    }
-  )
-
-  it('shows only the image toolbar for an image selected inside a table', async () => {
-    await act(async () => {
-      editor.commands.setContent(
-        '<table><tbody><tr><th><p>Header</p></th></tr><tr><td><img src="/cell.png"></td></tr></tbody></table>'
-      )
-      let imagePos = -1
-      editor.state.doc.descendants((node, pos) => {
-        if (node.type.name === 'image') imagePos = pos
-      })
-      expect(imagePos).toBeGreaterThan(-1)
-      editor.commands.setNodeSelection(imagePos)
-      vi.advanceTimersToNextFrame()
-    })
-    expect(viewport.querySelector('[aria-label="Table editing"]')).toBeNull()
-    expect(button('Edit image alt text')).toBeTruthy()
-    key(editor.view.dom, 'F10', { altKey: true })
-    await act(async () => vi.advanceTimersToNextFrame())
-    expect(document.activeElement).toBe(button('Edit image alt text'))
-
-    await act(async () => {
-      const cell = editor.state.selection.$from.before(3)
-      editor.view.dispatch(
-        editor.state.tr.setSelection(CellSelection.create(editor.state.doc, cell))
-      )
-      editor.view.focus()
-      vi.advanceTimersToNextFrame()
-    })
-    expect(viewport.querySelector('[aria-label="Image editing"]')).toBeNull()
-    expect(viewport.querySelector('[aria-label="Table editing"]')).not.toBeNull()
-  })
-})
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu.tsx
deleted file mode 100644
index 081b4d00f9f..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu.tsx
+++ /dev/null
@@ -1,200 +0,0 @@
-import { useCallback, useEffect, useRef, useState } from 'react'
-import { Check, Link, RefreshCw, TypeText, X } from '@sim/emcn/icons'
-import type { Node } from '@tiptap/pm/model'
-import { NodeSelection, PluginKey } from '@tiptap/pm/state'
-import { type Editor, useEditorState } from '@tiptap/react'
-import { BubbleMenu } from '@tiptap/react/menus'
-import { type ProsemirrorBinding, ySyncPluginKey } from '@tiptap/y-tiptap'
-import type { XmlElement } from 'yjs'
-import {
-  createImageTargetGuard,
-  getImageYTarget,
-} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-target'
-import { normalizeLinkHref } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity'
-import { BUBBLE_MENU_CLASS } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/bubble-menu-chrome'
-import {
-  ToolbarButton,
-  ToolbarDivider,
-} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/toolbar-button'
-import { ToolbarInput } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/toolbar-input'
-import { useBubbleMenuFloating } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/use-bubble-menu-floating'
-import { useEditorToolbar } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/use-editor-toolbar'
-
-interface ImageBubbleMenuProps {
-  editor: Editor
-  scrollContainerRef: React.RefObject<HTMLDivElement | null>
-}
-
-interface ImageDraft {
-  target: Node | XmlElement
-  matchesTarget: (node: Node) => boolean
-  field: 'alt' | 'href'
-  initial: string
-  value: string
-}
-
-function selectedImage(editor: Editor) {
-  if (editor.isDestroyed || !editor.isEditable) return null
-  const { selection } = editor.state
-  if (!(selection instanceof NodeSelection) || selection.node.type.name !== 'image') return null
-  const binding: ProsemirrorBinding | undefined = ySyncPluginKey.getState(editor.state)?.binding
-  const target = binding ? getImageYTarget(binding, selection.node) : selection.node
-  return target ? { node: selection.node, target, binding } : null
-}
-
-const shouldShowImageMenu = ({ editor }: { editor: Editor }) => selectedImage(editor) !== null
-
-/** Image actions use the same floating bar, inline fields, and keyboard navigation as text/table actions. */
-export function ImageBubbleMenu({ editor, scrollContainerRef }: ImageBubbleMenuProps) {
-  const inputRef = useRef<HTMLInputElement>(null)
-  const [menuKey] = useState(() => new PluginKey('markdownImageMenu'))
-  const [draft, setDraft] = useState<ImageDraft | null>(null)
-  const selected = useEditorState({
-    editor,
-    selector: ({ editor: current }) => selectedImage(current),
-    equalityFn: (a, b) => a?.node === b?.node && a?.target === b?.target,
-  })
-  if (draft && draft.target !== selected?.target) setDraft(null)
-  const currentDraft = draft?.target === selected?.target ? draft : null
-  const editingField = currentDraft?.field
-  const hasCustomSize = Boolean(selected?.node.attrs.width || selected?.node.attrs.height)
-  const normalizedHref =
-    currentDraft?.field === 'href' ? normalizeLinkHref(currentDraft.value.trim()) : null
-  const invalidLink =
-    currentDraft?.field === 'href' && Boolean(currentDraft.value.trim()) && !normalizedHref
-
-  const { appendTo } = useBubbleMenuFloating(editor, scrollContainerRef)
-  const canFocus = useCallback(() => selectedImage(editor) !== null, [editor])
-  const toolbar = useEditorToolbar({
-    editor,
-    pluginKey: menuKey,
-    canFocus,
-    roving: !currentDraft,
-    onEscape: () => setDraft(null),
-  })
-
-  const matchesDraftTarget = draft?.matchesTarget
-  useEffect(() => {
-    if (!matchesDraftTarget) return
-    const invalidateDraft = () => {
-      const image = selectedImage(editor)
-      if (!image || !matchesDraftTarget(image.node)) setDraft(null)
-    }
-    editor.on('transaction', invalidateDraft)
-    invalidateDraft()
-    return () => {
-      editor.off('transaction', invalidateDraft)
-    }
-  }, [editor, matchesDraftTarget])
-
-  useEffect(() => {
-    if (editingField) inputRef.current?.focus()
-  }, [editingField])
-
-  useEffect(() => {
-    if (!editor.isDestroyed) editor.commands.setMeta(menuKey, 'updatePosition')
-  }, [editor, menuKey, editingField, hasCustomSize, selected?.target])
-
-  const close = () => {
-    setDraft(null)
-    if (!editor.isDestroyed) editor.commands.focus()
-  }
-  const edit = (field: ImageDraft['field']) => {
-    const image = selectedImage(editor)
-    if (!image || image.target !== selected?.target) return
-    const value = typeof image.node.attrs[field] === 'string' ? image.node.attrs[field] : ''
-    const matchesTarget = image.binding
-      ? createImageTargetGuard(image.binding, image.node)
-      : (node: Node) => node === image.node
-    setDraft({ target: image.target, matchesTarget, field, initial: value, value })
-  }
-  const apply = () => {
-    if (!currentDraft || invalidLink) return
-    const image = selectedImage(editor)
-    if (!image || image.target !== currentDraft.target || !currentDraft.matchesTarget(image.node))
-      return
-    if (currentDraft.value !== currentDraft.initial) {
-      editor.commands.updateAttributes('image', {
-        [currentDraft.field]:
-          currentDraft.field === 'href' ? normalizedHref || null : currentDraft.value,
-      })
-    }
-    close()
-  }
-
-  return (
-    <BubbleMenu
-      editor={editor}
-      pluginKey={menuKey}
-      appendTo={appendTo}
-      updateDelay={0}
-      shouldShow={shouldShowImageMenu}
-      hidden={!editor.isEditable}
-      className={BUBBLE_MENU_CLASS}
-    >
-      <div
-        {...toolbar}
-        role='toolbar'
-        aria-label='Image editing'
-        className='flex items-center gap-0.5'
-      >
-        {currentDraft ? (
-          <>
-            <ToolbarInput
-              label={currentDraft.field === 'alt' ? 'Image alt text' : 'Image link URL'}
-              placeholder={
-                currentDraft.field === 'alt' ? 'Describe the image…' : 'Paste or type a link…'
-              }
-              inputMode={currentDraft.field === 'href' ? 'url' : 'text'}
-              value={currentDraft.value}
-              onChange={(value) => setDraft({ ...currentDraft, value })}
-              onCommit={apply}
-              onCancel={close}
-              inputRef={inputRef}
-              invalid={invalidLink}
-            />
-            <ToolbarButton
-              icon={Check}
-              label='Apply image change'
-              disabled={invalidLink}
-              onClick={apply}
-            />
-            <ToolbarButton icon={X} label='Cancel image change' onClick={close} />
-          </>
-        ) : (
-          <>
-            <ToolbarButton
-              icon={TypeText}
-              label='Edit image alt text'
-              onClick={() => edit('alt')}
-            />
-            <ToolbarButton
-              icon={Link}
-              label='Edit image link'
-              isActive={Boolean(selected?.node.attrs.href)}
-              onClick={() => edit('href')}
-            />
-            {hasCustomSize && (
-              <>
-                <ToolbarDivider />
-                <ToolbarButton
-                  icon={RefreshCw}
-                  label='Reset image size'
-                  onClick={() => {
-                    const image = selectedImage(editor)
-                    if (!image || image.target !== selected?.target) return
-                    editor
-                      .chain()
-                      .focus()
-                      .updateAttributes('image', { width: null, height: null })
-                      .run()
-                  }}
-                />
-              </>
-            )}
-          </>
-        )}
-      </div>
-    </BubbleMenu>
-  )
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/table-menu.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/table-menu.tsx
index 2340a50a6a5..4bf332419ba 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/table-menu.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/table-menu.tsx
@@ -4,6 +4,7 @@ import { NodeSelection, PluginKey } from '@tiptap/pm/state'
 import type { Editor } from '@tiptap/react'
 import { useEditorState } from '@tiptap/react'
 import { BubbleMenu } from '@tiptap/react/menus'
+import { isImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node'
 import { BUBBLE_MENU_CLASS } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/bubble-menu-chrome'
 import {
   ToolbarButton,
@@ -23,7 +24,7 @@ const shouldShowTableMenu = ({ editor }: { editor: Editor }) => {
   return (
     editor.isEditable &&
     editor.isActive('table') &&
-    !(selection instanceof NodeSelection && selection.node.type.name === 'image')
+    !(selection instanceof NodeSelection && isImageNode(selection.node))
   )
 }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/ordered-list.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/ordered-list.test.ts
index ef86feea046..3973917a2f3 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/ordered-list.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/ordered-list.test.ts
@@ -154,7 +154,8 @@ describe('ordered-list Markdown boundaries', () => {
     const original = editor.getJSON()
     let imageSource: string | undefined
     editor.state.doc.descendants((node) => {
-      if (node.type.name === 'image') imageSource = node.attrs.src
+      if (node.type.name === 'image' || node.type.name === 'inlineImage')
+        imageSource = node.attrs.src
     })
     expect(imageSource).toBe('https://example.com/photo.png')
     expect(editor.getMarkdown()).toContain('\\[ref\\] and `[ref]`')
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.css b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.css
index a936b509ffe..c977cce38f7 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.css
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.css
@@ -48,7 +48,7 @@
 
 .rich-markdown-nodes .ProseMirror-selectednode img {
   outline: 2px solid var(--brand-secondary);
-  outline-offset: 2px;
+  outline-offset: -2px;
 }
 
 /* The inline mention chip isn't a block leaf, so it skips the heavy outline ring above and just uses
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx
index 4abb0f5b703..758e5bf640a 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx
@@ -46,6 +46,7 @@ import { createMarkdownEditorExtensions } from '@/app/workspace/[workspaceId]/fi
 import { useMarkdownFind } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/find'
 import { findHeadingPos } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/heading-anchors'
 import { moveDraggedImageNode } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-drag-move'
+import { imageTypeAt } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-node'
 import {
   extractImageFiles,
   findHostedImageAttrs,
@@ -68,7 +69,6 @@ import { parseMarkdownToDoc } from '@/app/workspace/[workspaceId]/files/componen
 import { isPlainTextPaste } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-paste'
 import { useEditorMentions } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/mention'
 import { EditorBubbleMenu } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/bubble-menu'
-import { ImageBubbleMenu } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu'
 import { LinkHoverCard } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/link-hover-card'
 import { TableBubbleMenu } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/table-menu'
 import { normalizeMarkdownContent } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/normalize-content'
@@ -647,7 +647,13 @@ export function LoadedRichMarkdownEditor({
     const matchedAttrs = findHostedImageAttrs(editor.state.doc, imgSrcs, source.resolveImageSrc)
     if (!matchedAttrs) return false
     try {
-      return editor.chain().insertContentAt(range, { type: 'image', attrs: matchedAttrs }).run()
+      return editor
+        .chain()
+        .insertContentAt(range, {
+          type: imageTypeAt(editor.state.doc, range.from),
+          attrs: matchedAttrs,
+        })
+        .run()
     } catch {
       return false
     }
@@ -1463,7 +1469,6 @@ export function LoadedRichMarkdownEditor({
           />
         )}
         {editor && <TableBubbleMenu editor={editor} scrollContainerRef={containerRef} />}
-        {editor && <ImageBubbleMenu editor={editor} scrollContainerRef={containerRef} />}
         {editor && <LinkHoverCard editor={editor} />}
         <input
           ref={imageInputRef}
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-field.test.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-field.test.tsx
index 473301955d6..14c5da7f81e 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-field.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-field.test.tsx
@@ -25,10 +25,6 @@ vi.mock(
     LinkHoverCard: () => null,
   })
 )
-vi.mock(
-  '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu',
-  () => ({ ImageBubbleMenu: () => null })
-)
 
 let root: Root
 let container: HTMLDivElement
@@ -45,7 +41,35 @@ afterEach(async () => {
   vi.restoreAllMocks()
 })
 
-describe('shared field paste admission with real extensions', () => {
+describe('shared field with real extensions', () => {
+  it.each(['', '## '])(
+    'selects a %s image with a resize handle but no image menu',
+    async (prefix) => {
+      const onChange = vi.fn()
+      await act(async () =>
+        root.render(
+          <RichMarkdownField
+            value={`${prefix}[![Logo](/image.png)](https://example.com)\n\nBody`}
+            onChange={onChange}
+          />
+        )
+      )
+      const element = container.querySelector<HTMLElement & { editor: Editor }>('.tiptap')!
+      const editor = element.editor
+      const before = editor.getJSON()
+      let imagePosition = -1
+      editor.state.doc.descendants((node, pos) => {
+        if (node.type.name === 'image' || node.type.name === 'inlineImage') imagePosition = pos
+      })
+      expect(imagePosition).toBeGreaterThan(-1)
+      await act(async () => editor.commands.setNodeSelection(imagePosition))
+      expect(container.querySelector('[aria-label="Image editing"]')).toBeNull()
+      expect(container.querySelector('[aria-label="Resize image"]')).not.toBeNull()
+      expect(editor.getJSON()).toEqual(before)
+      expect(onChange).not.toHaveBeenCalled()
+    }
+  )
+
   it.each([false, true])('counts preserved frontmatter (near limit=%s)', async (nearLimit) => {
     const frontmatter = `---\ndescription: ${'f'.repeat(nearLimit ? 900 : 10)}\n---\n\n`
     const body = 'x'.repeat(PASTE_RENDER_THRESHOLDS.ENHANCED_TEXT_CHARACTERS - 1000)
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-field.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-field.tsx
index 9fef6356d62..9ee81b4dad2 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-field.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-field.tsx
@@ -11,7 +11,6 @@ import {
   finishImageUpload,
   removeImageUpload,
 } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/image-upload'
-import { ImageBubbleMenu } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/image-menu'
 import { assessRawMarkdownPaste } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/paste-admission'
 import { createMarkdownEditorExtensions } from './editor-extensions'
 import { moveDraggedImageNode } from './image-drag-move'
@@ -412,9 +411,6 @@ function LoadedRichMarkdownField({
         />
       )}
       {editor && <LinkHoverCard editor={editor} />}
-      {editor && (
-        <ImageBubbleMenu editor={editor} scrollContainerRef={isBare ? BODY_PORTAL : containerRef} />
-      )}
       {uploadImage && (
         <input
           ref={imageInputRef}
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/round-trip-safety.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/round-trip-safety.test.ts
index 6a5fa76483c..10781b36aff 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/round-trip-safety.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/round-trip-safety.test.ts
@@ -157,12 +157,17 @@ describe('isRoundTripSafe', () => {
     'Before ![Image](/image.png) after\n===',
     '> # Before ![Image](/image.png) after',
     '- # Before ![Image](/image.png) after',
+  ])('keeps images within headings editable: %s', (source) => {
+    expect(isRoundTripSafe(source)).toBe(true)
+  })
+
+  it.each([
     '| Header |\n| --- |\n| Before ![Image](/image.png) after |',
     '| Before ![Image](/image.png) after |\n| --- |\n| Cell |',
     '| Header |\n| --- |\n| [![Image](/image.png)](/destination) |',
     '| Header |\n| --- |\n| ![Image][image] |\n\n[image]: /image.png',
     '| Header |\n| --- |\n| Before <img src="/image.png" width="320"> after |',
-  ])('preserves unsupported heading or table images in source mode: %s', (source) => {
+  ])('preserves unsupported table images in source mode: %s', (source) => {
     expect(isRoundTripSafe(source)).toBe(false)
     expect(normalizeMarkdownContent(source)).toBe(source)
   })
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/round-trip-safety.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/round-trip-safety.ts
index 795afbf0613..2822c079efd 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/round-trip-safety.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/round-trip-safety.ts
@@ -91,8 +91,8 @@ function imageSources(token: Token): string[] {
  * adjacent equal link marks can merge losslessly. Task references are conservatively source-only:
  * their parser resolves definitions before a task but loses definitions appearing after it, so
  * rearranging otherwise valid Markdown can silently remove a destination.
- * Images parsed inside headings or table-cell paragraphs violate their inline-only content and are
- * discarded on Yjs hydration. Frontmatter is stored separately, not interpreted as Markdown.
+ * Table images remain source-only until their parsing and editing paths preserve them consistently.
+ * Frontmatter is stored separately, not interpreted as Markdown.
  */
 function inspectMarkdownFidelity(content: string) {
   const targets = new Map<string, number>()
@@ -114,7 +114,7 @@ function inspectMarkdownFidelity(content: string) {
     if (token.type === 'html') preservedQuotes += inspectHtmlImages(token.raw).quotedEntities
     if (token.type === 'code' || token.type === 'codespan')
       preservedQuotes += token.raw.match(/&quot;/g)?.length ?? 0
-    if (token.type === 'heading' || token.type === 'table') {
+    if (token.type === 'table') {
       fidelityLexer.walkTokens([token], (child) => {
         if (child.type === 'image' || (child.type === 'html' && /^<img(?=[\s/>])/i.test(child.raw)))
           hasUnsupportedImageContext = true
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group-view.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group-view.tsx
new file mode 100644
index 00000000000..dd7abace0d6
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group-view.tsx
@@ -0,0 +1,445 @@
+'use client'
+
+import {
+  type ComponentType,
+  type ReactNode,
+  useEffect,
+  useLayoutEffect,
+  useMemo,
+  useRef,
+  useState,
+} from 'react'
+import { ChevronDown, cn, Expandable, ExpandableContent, OverflowText } from '@sim/emcn'
+import { ShimmerText } from '@/components/ui'
+import { isBrowserAgentAvailable } from '@/lib/browser-agent/transport'
+import { RETIRED_BROWSER_REQUEST_TAKEOVER_ID } from '@/lib/copilot/tools/retired-tools'
+import { renderInlineMarkdown } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/inline-markdown'
+import type { ToolCallItemProps } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-item'
+import {
+  getAgentIcon,
+  isToolDone,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/utils'
+import { type ToolCallData, ToolCallStatus } from '@/app/workspace/[workspaceId]/home/types'
+import { useSmoothText } from '@/hooks/use-smooth-text'
+
+/**
+ * A subagent group nested inside another agent's output. Carries the same shape
+ * as a top-level group so {@link AgentGroupView} can render it recursively, which is
+ * how deterministic parent/child nesting (e.g. Deploy inside Workflow) is drawn.
+ */
+export interface NestedAgentGroup {
+  id: string
+  agentName: string
+  agentLabel: string
+  items: AgentGroupItem[]
+  isDelegating: boolean
+  isOpen: boolean
+}
+
+export type AgentGroupItem =
+  | { type: 'text'; content: string }
+  | { type: 'tool'; data: ToolCallData }
+  | { type: 'agent_group'; group: NestedAgentGroup }
+
+export interface AgentGroupProps {
+  agentName: string
+  agentLabel: string
+  items: AgentGroupItem[]
+  isDelegating?: boolean
+  isStreaming?: boolean
+  /** This group is the latest section in its parent sequence (drives collapse). */
+  isCurrentSection?: boolean
+  /** The subagent lane is still open (no subagent_end yet) — i.e. actively running. */
+  isLaneOpen?: boolean
+  /** Opens the group on first render without changing production's automatic collapse rules. */
+  defaultExpanded?: boolean
+  /** Keeps the activity viewport anchored at the top while new rows stream in. */
+  autoScrollActivity?: boolean
+}
+
+function toolStatusTitle(tool: ToolCallData): string {
+  return tool.displayTitle || String(tool.toolName ?? '')
+}
+
+/**
+ * Every tool in a group, in stream order, including those run by nested
+ * agents. A parent's status line speaks for the whole subtree it delegated,
+ * so a grandchild's work is what surfaces while the parent itself waits.
+ */
+function collectGroupTools(items: AgentGroupItem[]): ToolCallData[] {
+  const tools: ToolCallData[] = []
+  const walk = (list: AgentGroupItem[]) => {
+    for (const item of list) {
+      if (item.type === 'tool') tools.push(item.data)
+      else if (item.type === 'agent_group') walk(item.group.items)
+    }
+  }
+  walk(items)
+  return tools
+}
+
+/** True when any row in this group (or a nested one) is waiting on a permission decision. */
+function hasAwaitingApproval(items: AgentGroupItem[]): boolean {
+  return items.some((item) => {
+    if (item.type === 'tool') return item.data.status === ToolCallStatus.awaiting_approval
+    // Text rows carry no tool calls, so only nested groups need recursing into.
+    return item.type === 'agent_group' ? hasAwaitingApproval(item.group.items) : false
+  })
+}
+
+interface ActiveBrowserTakeover {
+  id: string
+  reason: string
+}
+
+/** Returns this group's own active browser hand-back, if any. */
+function getActiveBrowserTakeover(items: AgentGroupItem[]): ActiveBrowserTakeover | null {
+  for (let index = items.length - 1; index >= 0; index--) {
+    const item = items[index]
+    if (item.type !== 'tool') continue
+    if (
+      item.data.toolName === RETIRED_BROWSER_REQUEST_TAKEOVER_ID &&
+      item.data.status === ToolCallStatus.executing
+    ) {
+      const reason = item.data.params?.reason
+      return {
+        id: item.data.id,
+        reason: typeof reason === 'string' ? reason.trim() : '',
+      }
+    }
+    // Browser-agent tools are serialized. Once a newer tool exists, an older
+    // executing takeover is stale and must not keep a question on screen.
+    return null
+  }
+  return null
+}
+
+/** True when a nested group owns a browser hand-back question. */
+function hasNestedBrowserTakeover(items: AgentGroupItem[]): boolean {
+  return items.some(
+    (item) =>
+      item.type === 'agent_group' &&
+      item.group.isOpen &&
+      (getActiveBrowserTakeover(item.group.items) !== null ||
+        hasNestedBrowserTakeover(item.group.items))
+  )
+}
+
+export function isAgentGroupResolved(items: AgentGroupItem[]): boolean {
+  let hasWork = false
+  for (const item of items) {
+    if (item.type === 'tool') {
+      hasWork = true
+      if (!isToolDone(item.data.status)) return false
+    } else if (item.type === 'agent_group') {
+      hasWork = true
+      if (item.group.isDelegating || !isAgentGroupResolved(item.group.items)) return false
+    }
+  }
+  return hasWork
+}
+
+interface AgentGroupViewProps extends AgentGroupProps {
+  /** Supplies tool behavior without coupling the group layout to the block registry. */
+  ToolCallComponent: ComponentType<ToolCallItemProps>
+  renderBrowserTakeover?: (reason: string) => ReactNode
+}
+
+export function AgentGroupView({
+  agentName,
+  agentLabel,
+  items,
+  isDelegating = false,
+  isStreaming = false,
+  isCurrentSection = false,
+  isLaneOpen = false,
+  defaultExpanded = false,
+  autoScrollActivity = true,
+  ToolCallComponent,
+  renderBrowserTakeover,
+}: AgentGroupViewProps) {
+  const AgentIcon = getAgentIcon(agentName)
+  const isMainAgent = agentName === 'mothership'
+  // Collapsed status line: the latest tool call, always in its RUNNING
+  // phrasing — it never flips to the completed rewrite (that lives in the
+  // expanded log). Work delegated further down bubbles up, so a group whose
+  // own turn is idle still narrates what its nested agent is doing rather
+  // than freezing on its last own tool. With several tools running at any
+  // depth, the most recently started wins and the rest become "+ n"; between
+  // rounds the last tool's title stays frozen; a closed lane shows the bare
+  // name.
+  const status = useMemo(() => {
+    if (isMainAgent || !isLaneOpen) return undefined
+    const tools = collectGroupTools(items)
+    const running = tools.filter((tool) => tool.status === ToolCallStatus.executing)
+    if (running.length > 0) {
+      const latest = running.reduce((newest, tool) =>
+        (tool.startedAt ?? 0) >= (newest.startedAt ?? 0) ? tool : newest
+      )
+      const title = toolStatusTitle(latest)
+      return running.length > 1 ? `${title} + ${running.length - 1}` : title
+    }
+    const last = tools.at(-1)
+    return last ? toolStatusTitle(last) : undefined
+  }, [isLaneOpen, isMainAgent, items])
+  const headerText = status ? `${agentLabel} — ${status}` : agentLabel
+  const hasItems = items.length > 0
+  const resolved = isAgentGroupResolved(items)
+  const browserAgentAvailable = isBrowserAgentAvailable()
+  const activeBrowserTakeover =
+    browserAgentAvailable && isLaneOpen ? getActiveBrowserTakeover(items) : null
+  const nestedBrowserTakeover = browserAgentAvailable && hasNestedBrowserTakeover(items)
+  const isWorking =
+    !activeBrowserTakeover && ((isDelegating && !resolved) || (isStreaming && isLaneOpen))
+
+  // SUBAGENT groups never auto-expand: the collapsed row IS the live view —
+  // label plus latest running tool title. Expanding is a deliberate user
+  // action; only a pending permission prompt or a browser hand-back forces
+  // one open. The MAIN lane ("Sim") is not a delegation card: its narration
+  // and tool calls are the turn itself, so it keeps the original live-expand
+  // behavior (open while streaming/current, settles when superseded).
+  const autoExpanded = isMainAgent && isStreaming && (isCurrentSection || isLaneOpen || !resolved)
+  const [manualExpanded, setManualExpanded] = useState<boolean | null>(
+    defaultExpanded ? true : null
+  )
+  const [expandedTakeoverId, setExpandedTakeoverId] = useState<string | null>(null)
+  // An outstanding permission prompt overrides a manual collapse: the turn
+  // cannot proceed until it is answered, so hiding it would deadlock the chat
+  // with nothing on screen to explain why.
+  const expanded =
+    hasAwaitingApproval(items) ||
+    nestedBrowserTakeover ||
+    (activeBrowserTakeover
+      ? expandedTakeoverId === activeBrowserTakeover.id
+      : (manualExpanded ?? autoExpanded))
+
+  const toggleExpanded = () => {
+    if (activeBrowserTakeover) {
+      setExpandedTakeoverId(expanded ? null : activeBrowserTakeover.id)
+      return
+    }
+    setManualExpanded(!expanded)
+  }
+
+  return (
+    <div className='flex flex-col gap-1.5'>
+      {hasItems ? (
+        <button
+          type='button'
+          onClick={toggleExpanded}
+          className='group/agent flex w-full min-w-0 cursor-pointer items-center gap-2 text-left'
+        >
+          <div className='flex size-[16px] shrink-0 items-center justify-center'>
+            <AgentIcon className='size-[16px] text-[var(--text-icon)]' />
+          </div>
+          {isWorking ? (
+            <ShimmerText className='min-w-0 truncate text-sm'>{headerText}</ShimmerText>
+          ) : (
+            <OverflowText label={headerText} className='text-[var(--text-body)] text-sm' />
+          )}
+          <ChevronDown
+            className={cn(
+              'size-[14px] shrink-0 text-[var(--text-icon)] opacity-0 transition-[transform,opacity] duration-150 group-hover/agent:opacity-100 group-focus-visible/agent:opacity-100',
+              !expanded && '-rotate-90'
+            )}
+          />
+        </button>
+      ) : (
+        <div className='flex min-w-0 items-center gap-2'>
+          <div className='flex size-[16px] shrink-0 items-center justify-center'>
+            <AgentIcon className='size-[16px] text-[var(--text-icon)]' />
+          </div>
+          {isWorking ? (
+            <ShimmerText className='min-w-0 truncate text-sm'>{headerText}</ShimmerText>
+          ) : (
+            <OverflowText label={headerText} className='text-[var(--text-body)] text-sm' />
+          )}
+        </div>
+      )}
+      {hasItems && (
+        <Expandable expanded={expanded}>
+          <ExpandableContent>
+            <BoundedViewport
+              isStreaming={isStreaming && autoScrollActivity}
+              unbounded={nestedBrowserTakeover}
+            >
+              <div className='flex flex-col gap-1.5 py-0.5'>
+                {items.map((item, idx) => {
+                  if (item.type === 'tool') {
+                    return (
+                      <ToolCallComponent
+                        key={item.data.id}
+                        toolCallId={item.data.id}
+                        toolName={item.data.toolName}
+                        displayTitle={item.data.displayTitle}
+                        status={item.data.status}
+                        params={item.data.params}
+                        result={item.data.result}
+                        streamingArgs={item.data.streamingArgs}
+                        startedAt={item.data.startedAt}
+                      />
+                    )
+                  }
+                  if (item.type === 'agent_group') {
+                    return (
+                      <div key={item.group.id} className='pl-6'>
+                        <AgentGroupView
+                          ToolCallComponent={ToolCallComponent}
+                          renderBrowserTakeover={renderBrowserTakeover}
+                          agentName={item.group.agentName}
+                          agentLabel={item.group.agentLabel}
+                          items={item.group.items}
+                          isDelegating={item.group.isDelegating}
+                          isStreaming={isStreaming}
+                          isCurrentSection={idx === items.length - 1}
+                          isLaneOpen={item.group.isOpen}
+                        />
+                      </div>
+                    )
+                  }
+                  return (
+                    <NarrationText
+                      key={`text-${idx}`}
+                      content={item.content}
+                      isStreaming={isStreaming && idx === items.length - 1}
+                    />
+                  )
+                })}
+              </div>
+            </BoundedViewport>
+          </ExpandableContent>
+        </Expandable>
+      )}
+      {activeBrowserTakeover && (
+        <div key={activeBrowserTakeover.id} className='animate-stream-fade-in'>
+          {renderBrowserTakeover?.(activeBrowserTakeover.reason)}
+        </div>
+      )}
+    </div>
+  )
+}
+
+interface NarrationTextProps {
+  content: string
+  /** This row is the group's live tail — pace its reveal like top-level text. */
+  isStreaming: boolean
+}
+
+/**
+ * A narration row inside an agent group. The live tail row is
+ * paced with {@link useSmoothText} so streamed chunks reveal word-by-word
+ * instead of popping in, matching the top-level text treatment.
+ */
+function NarrationText({ content, isStreaming }: NarrationTextProps) {
+  const revealed = useSmoothText(content, isStreaming)
+
+  return (
+    <span className='pl-6 text-[13px] text-[var(--text-muted)] leading-[18px]'>
+      {renderInlineMarkdown(revealed.trim())}
+    </span>
+  )
+}
+
+interface BoundedViewportProps {
+  children: React.ReactNode
+  isStreaming: boolean
+  /** A nested blocking interaction must not be clipped by this ancestor's log viewport. */
+  unbounded?: boolean
+}
+
+const BOTTOM_STICK_THRESHOLD_PX = 8
+
+function BoundedViewport({ children, isStreaming, unbounded = false }: BoundedViewportProps) {
+  const ref = useRef<HTMLDivElement>(null)
+  const rafRef = useRef<number | null>(null)
+  const stickToBottomRef = useRef(true)
+  const prevScrollTopRef = useRef(0)
+  const [hasOverflow, setHasOverflow] = useState(false)
+
+  useEffect(() => {
+    if (unbounded) {
+      stickToBottomRef.current = true
+      return
+    }
+    const el = ref.current
+    if (!el) return
+    // Upward user input detaches auto-stick; a downward scroll reaching the
+    // bottom re-attaches it (a small upward flick can't re-stick itself).
+    const handleWheel = (e: WheelEvent) => {
+      if (e.deltaY < 0) stickToBottomRef.current = false
+    }
+    const handleScroll = () => {
+      const distance = el.scrollHeight - el.scrollTop - el.clientHeight
+      if (distance < BOTTOM_STICK_THRESHOLD_PX && el.scrollTop > prevScrollTopRef.current) {
+        stickToBottomRef.current = true
+      }
+      prevScrollTopRef.current = el.scrollTop
+    }
+    el.addEventListener('wheel', handleWheel, { passive: true })
+    el.addEventListener('scroll', handleScroll, { passive: true })
+    return () => {
+      el.removeEventListener('wheel', handleWheel)
+      el.removeEventListener('scroll', handleScroll)
+    }
+  }, [unbounded])
+
+  useLayoutEffect(() => {
+    const el = ref.current
+    if (rafRef.current !== null) {
+      window.cancelAnimationFrame(rafRef.current)
+      rafRef.current = null
+    }
+    if (unbounded) {
+      setHasOverflow(false)
+      return
+    }
+    if (el) {
+      const next = el.scrollHeight > el.clientHeight
+      setHasOverflow((prev) => (prev === next ? prev : next))
+    }
+    if (!isStreaming) return
+    const tick = () => {
+      const node = ref.current
+      if (!node || !stickToBottomRef.current) {
+        rafRef.current = null
+        return
+      }
+      const target = node.scrollHeight - node.clientHeight
+      const gap = target - node.scrollTop
+      if (gap < 1) {
+        rafRef.current = null
+        return
+      }
+      node.scrollTop = node.scrollTop + Math.max(1, gap * 0.18)
+      rafRef.current = window.requestAnimationFrame(tick)
+    }
+    rafRef.current = window.requestAnimationFrame(tick)
+    return () => {
+      if (rafRef.current !== null) {
+        window.cancelAnimationFrame(rafRef.current)
+        rafRef.current = null
+      }
+    }
+  })
+
+  return (
+    <div className='relative'>
+      <div
+        ref={ref}
+        className={cn(
+          'pr-2',
+          !unbounded && 'scrollbar-hide max-h-[110px] overflow-y-auto',
+          hasOverflow && 'py-1'
+        )}
+      >
+        {children}
+      </div>
+      {!unbounded && hasOverflow && (
+        <>
+          <div className='pointer-events-none absolute top-0 right-2 left-0 h-3 bg-linear-to-b from-[var(--bg)] to-transparent' />
+          <div className='pointer-events-none absolute right-2 bottom-0 left-0 h-3 bg-linear-to-t from-[var(--bg)] to-transparent' />
+        </>
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group.test.ts
index 42f0e367adb..2057028ff17 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group.test.ts
@@ -4,9 +4,10 @@
 import { act, createElement } from 'react'
 import { createRoot } from 'react-dom/client'
 import { describe, expect, it, vi } from 'vitest'
+import { AgentGroup } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group'
+import type { AgentGroupItem } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group-view'
+import { isAgentGroupResolved } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group-view'
 import type { ToolCallData, ToolCallStatus } from '../../../../types'
-import type { AgentGroupItem } from './agent-group'
-import { AgentGroup, isAgentGroupResolved } from './agent-group'
 
 vi.mock('@/lib/browser-agent/transport', () => ({
   isBrowserAgentAvailable: () => true,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group.tsx
index b98be496e84..ec56107020f 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group.tsx
@@ -1,416 +1,23 @@
 'use client'
 
-import { useEffect, useLayoutEffect, useMemo, useRef, useState } from 'react'
-import { ChevronDown, cn, Expandable, ExpandableContent, OverflowText } from '@sim/emcn'
-import { ShimmerText } from '@/components/ui'
-import { isBrowserAgentAvailable } from '@/lib/browser-agent/transport'
-import { RETIRED_BROWSER_REQUEST_TAKEOVER_ID } from '@/lib/copilot/tools/retired-tools'
-import { useSmoothText } from '@/hooks/use-smooth-text'
-import { type ToolCallData, ToolCallStatus } from '../../../../types'
-import { getAgentIcon, isToolDone } from '../../utils'
-import { CredentialDisplay } from '../special-tags'
-import { renderInlineMarkdown } from './inline-markdown'
-import { ToolCallItem } from './tool-call-item'
+import {
+  type AgentGroupProps,
+  AgentGroupView,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group-view'
+import { ToolCallItem } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-item'
+import { CredentialDisplay } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
 
-/**
- * A subagent group nested inside another agent's output. Carries the same shape
- * as a top-level group so {@link AgentGroup} can render it recursively, which is
- * how deterministic parent/child nesting (e.g. Deploy inside Workflow) is drawn.
- */
-export interface NestedAgentGroup {
-  id: string
-  agentName: string
-  agentLabel: string
-  items: AgentGroupItem[]
-  isDelegating: boolean
-  isOpen: boolean
+function renderBrowserTakeover(reason: string) {
+  return <CredentialDisplay data={[{ type: 'browser_takeover', name: reason }]} />
 }
 
-export type AgentGroupItem =
-  | { type: 'text'; content: string }
-  | { type: 'tool'; data: ToolCallData }
-  | { type: 'agent_group'; group: NestedAgentGroup }
-
-interface AgentGroupProps {
-  agentName: string
-  agentLabel: string
-  items: AgentGroupItem[]
-  isDelegating?: boolean
-  isStreaming?: boolean
-  /** This group is the latest section in its parent sequence (drives collapse). */
-  isCurrentSection?: boolean
-  /** The subagent lane is still open (no subagent_end yet) — i.e. actively running. */
-  isLaneOpen?: boolean
-}
-
-function toolStatusTitle(tool: ToolCallData): string {
-  return tool.displayTitle || String(tool.toolName ?? '')
-}
-
-/**
- * Every tool in a group, in stream order, including those run by nested
- * agents. A parent's status line speaks for the whole subtree it delegated,
- * so a grandchild's work is what surfaces while the parent itself waits.
- */
-function collectGroupTools(items: AgentGroupItem[]): ToolCallData[] {
-  const tools: ToolCallData[] = []
-  const walk = (list: AgentGroupItem[]) => {
-    for (const item of list) {
-      if (item.type === 'tool') tools.push(item.data)
-      else if (item.type === 'agent_group') walk(item.group.items)
-    }
-  }
-  walk(items)
-  return tools
-}
-
-/** True when any row in this group (or a nested one) is waiting on a permission decision. */
-function hasAwaitingApproval(items: AgentGroupItem[]): boolean {
-  return items.some((item) => {
-    if (item.type === 'tool') return item.data.status === ToolCallStatus.awaiting_approval
-    // Text rows carry no tool calls, so only nested groups need recursing into.
-    return item.type === 'agent_group' ? hasAwaitingApproval(item.group.items) : false
-  })
-}
-
-interface ActiveBrowserTakeover {
-  id: string
-  reason: string
-}
-
-/** Returns this group's own active browser hand-back, if any. */
-function getActiveBrowserTakeover(items: AgentGroupItem[]): ActiveBrowserTakeover | null {
-  for (let index = items.length - 1; index >= 0; index--) {
-    const item = items[index]
-    if (item.type !== 'tool') continue
-    if (
-      item.data.toolName === RETIRED_BROWSER_REQUEST_TAKEOVER_ID &&
-      item.data.status === ToolCallStatus.executing
-    ) {
-      const reason = item.data.params?.reason
-      return {
-        id: item.data.id,
-        reason: typeof reason === 'string' ? reason.trim() : '',
-      }
-    }
-    // Browser-agent tools are serialized. Once a newer tool exists, an older
-    // executing takeover is stale and must not keep a question on screen.
-    return null
-  }
-  return null
-}
-
-/** True when a nested group owns a browser hand-back question. */
-function hasNestedBrowserTakeover(items: AgentGroupItem[]): boolean {
-  return items.some(
-    (item) =>
-      item.type === 'agent_group' &&
-      item.group.isOpen &&
-      (getActiveBrowserTakeover(item.group.items) !== null ||
-        hasNestedBrowserTakeover(item.group.items))
-  )
-}
-
-export function isAgentGroupResolved(items: AgentGroupItem[]): boolean {
-  let hasWork = false
-  for (const item of items) {
-    if (item.type === 'tool') {
-      hasWork = true
-      if (!isToolDone(item.data.status)) return false
-    } else if (item.type === 'agent_group') {
-      hasWork = true
-      if (item.group.isDelegating || !isAgentGroupResolved(item.group.items)) return false
-    }
-  }
-  return hasWork
-}
-
-export function AgentGroup({
-  agentName,
-  agentLabel,
-  items,
-  isDelegating = false,
-  isStreaming = false,
-  isCurrentSection = false,
-  isLaneOpen = false,
-}: AgentGroupProps) {
-  const AgentIcon = getAgentIcon(agentName)
-  const isMainAgent = agentName === 'mothership'
-  // Collapsed status line: the latest tool call, always in its RUNNING
-  // phrasing — it never flips to the completed rewrite (that lives in the
-  // expanded log). Work delegated further down bubbles up, so a group whose
-  // own turn is idle still narrates what its nested agent is doing rather
-  // than freezing on its last own tool. With several tools running at any
-  // depth, the most recently started wins and the rest become "+ n"; between
-  // rounds the last tool's title stays frozen; a closed lane shows the bare
-  // name.
-  const status = useMemo(() => {
-    if (isMainAgent || !isLaneOpen) return undefined
-    const tools = collectGroupTools(items)
-    const running = tools.filter((tool) => tool.status === ToolCallStatus.executing)
-    if (running.length > 0) {
-      const latest = running.reduce((newest, tool) =>
-        (tool.startedAt ?? 0) >= (newest.startedAt ?? 0) ? tool : newest
-      )
-      const title = toolStatusTitle(latest)
-      return running.length > 1 ? `${title} + ${running.length - 1}` : title
-    }
-    const last = tools.at(-1)
-    return last ? toolStatusTitle(last) : undefined
-  }, [isLaneOpen, isMainAgent, items])
-  const headerText = status ? `${agentLabel} — ${status}` : agentLabel
-  const hasItems = items.length > 0
-  const resolved = isAgentGroupResolved(items)
-  const browserAgentAvailable = isBrowserAgentAvailable()
-  const activeBrowserTakeover =
-    browserAgentAvailable && isLaneOpen ? getActiveBrowserTakeover(items) : null
-  const nestedBrowserTakeover = browserAgentAvailable && hasNestedBrowserTakeover(items)
-  const isWorking =
-    !activeBrowserTakeover && ((isDelegating && !resolved) || (isStreaming && isLaneOpen))
-
-  // SUBAGENT groups never auto-expand: the collapsed row IS the live view —
-  // label plus latest running tool title. Expanding is a deliberate user
-  // action; only a pending permission prompt or a browser hand-back forces
-  // one open. The MAIN lane ("Sim") is not a delegation card: its narration
-  // and tool calls are the turn itself, so it keeps the original live-expand
-  // behavior (open while streaming/current, settles when superseded).
-  const autoExpanded = isMainAgent && isStreaming && (isCurrentSection || isLaneOpen || !resolved)
-  const [manualExpanded, setManualExpanded] = useState<boolean | null>(null)
-  const [expandedTakeoverId, setExpandedTakeoverId] = useState<string | null>(null)
-  // An outstanding permission prompt overrides a manual collapse: the turn
-  // cannot proceed until it is answered, so hiding it would deadlock the chat
-  // with nothing on screen to explain why.
-  const expanded =
-    hasAwaitingApproval(items) ||
-    nestedBrowserTakeover ||
-    (activeBrowserTakeover
-      ? expandedTakeoverId === activeBrowserTakeover.id
-      : (manualExpanded ?? autoExpanded))
-
-  const toggleExpanded = () => {
-    if (activeBrowserTakeover) {
-      setExpandedTakeoverId(expanded ? null : activeBrowserTakeover.id)
-      return
-    }
-    setManualExpanded(!expanded)
-  }
-
-  return (
-    <div className='flex flex-col gap-1.5'>
-      {hasItems ? (
-        <button
-          type='button'
-          onClick={toggleExpanded}
-          className='group/agent flex w-full min-w-0 cursor-pointer items-center gap-2 text-left'
-        >
-          <div className='flex size-[16px] shrink-0 items-center justify-center'>
-            <AgentIcon className='size-[16px] text-[var(--text-icon)]' />
-          </div>
-          {isWorking ? (
-            <ShimmerText className='min-w-0 truncate text-sm'>{headerText}</ShimmerText>
-          ) : (
-            <OverflowText label={headerText} className='text-[var(--text-body)] text-sm' />
-          )}
-          <ChevronDown
-            className={cn(
-              'size-[14px] shrink-0 text-[var(--text-icon)] opacity-0 transition-[transform,opacity] duration-150 group-hover/agent:opacity-100 group-focus-visible/agent:opacity-100',
-              !expanded && '-rotate-90'
-            )}
-          />
-        </button>
-      ) : (
-        <div className='flex min-w-0 items-center gap-2'>
-          <div className='flex size-[16px] shrink-0 items-center justify-center'>
-            <AgentIcon className='size-[16px] text-[var(--text-icon)]' />
-          </div>
-          {isWorking ? (
-            <ShimmerText className='min-w-0 truncate text-sm'>{headerText}</ShimmerText>
-          ) : (
-            <OverflowText label={headerText} className='text-[var(--text-body)] text-sm' />
-          )}
-        </div>
-      )}
-      {hasItems && (
-        <Expandable expanded={expanded}>
-          <ExpandableContent>
-            <BoundedViewport isStreaming={isStreaming} unbounded={nestedBrowserTakeover}>
-              <div className='flex flex-col gap-1.5 py-0.5'>
-                {items.map((item, idx) => {
-                  if (item.type === 'tool') {
-                    return (
-                      <ToolCallItem
-                        key={item.data.id}
-                        toolCallId={item.data.id}
-                        toolName={item.data.toolName}
-                        displayTitle={item.data.displayTitle}
-                        status={item.data.status}
-                        params={item.data.params}
-                        result={item.data.result}
-                        streamingArgs={item.data.streamingArgs}
-                        startedAt={item.data.startedAt}
-                      />
-                    )
-                  }
-                  if (item.type === 'agent_group') {
-                    return (
-                      <div key={item.group.id} className='pl-6'>
-                        <AgentGroup
-                          agentName={item.group.agentName}
-                          agentLabel={item.group.agentLabel}
-                          items={item.group.items}
-                          isDelegating={item.group.isDelegating}
-                          isStreaming={isStreaming}
-                          isCurrentSection={idx === items.length - 1}
-                          isLaneOpen={item.group.isOpen}
-                        />
-                      </div>
-                    )
-                  }
-                  return (
-                    <NarrationText
-                      key={`text-${idx}`}
-                      content={item.content}
-                      isStreaming={isStreaming && idx === items.length - 1}
-                    />
-                  )
-                })}
-              </div>
-            </BoundedViewport>
-          </ExpandableContent>
-        </Expandable>
-      )}
-      {activeBrowserTakeover && (
-        <div key={activeBrowserTakeover.id} className='animate-stream-fade-in'>
-          <CredentialDisplay
-            data={[{ type: 'browser_takeover', name: activeBrowserTakeover.reason }]}
-          />
-        </div>
-      )}
-    </div>
-  )
-}
-
-interface NarrationTextProps {
-  content: string
-  /** This row is the group's live tail — pace its reveal like top-level text. */
-  isStreaming: boolean
-}
-
-/**
- * A narration row inside an agent group. The live tail row is
- * paced with {@link useSmoothText} so streamed chunks reveal word-by-word
- * instead of popping in, matching the top-level text treatment.
- */
-function NarrationText({ content, isStreaming }: NarrationTextProps) {
-  const revealed = useSmoothText(content, isStreaming)
-
-  return (
-    <span className='pl-6 text-[13px] text-[var(--text-muted)] leading-[18px]'>
-      {renderInlineMarkdown(revealed.trim())}
-    </span>
-  )
-}
-
-interface BoundedViewportProps {
-  children: React.ReactNode
-  isStreaming: boolean
-  /** A nested blocking interaction must not be clipped by this ancestor's log viewport. */
-  unbounded?: boolean
-}
-
-const BOTTOM_STICK_THRESHOLD_PX = 8
-
-function BoundedViewport({ children, isStreaming, unbounded = false }: BoundedViewportProps) {
-  const ref = useRef<HTMLDivElement>(null)
-  const rafRef = useRef<number | null>(null)
-  const stickToBottomRef = useRef(true)
-  const prevScrollTopRef = useRef(0)
-  const [hasOverflow, setHasOverflow] = useState(false)
-
-  useEffect(() => {
-    if (unbounded) {
-      stickToBottomRef.current = true
-      return
-    }
-    const el = ref.current
-    if (!el) return
-    // Upward user input detaches auto-stick; a downward scroll reaching the
-    // bottom re-attaches it (a small upward flick can't re-stick itself).
-    const handleWheel = (e: WheelEvent) => {
-      if (e.deltaY < 0) stickToBottomRef.current = false
-    }
-    const handleScroll = () => {
-      const distance = el.scrollHeight - el.scrollTop - el.clientHeight
-      if (distance < BOTTOM_STICK_THRESHOLD_PX && el.scrollTop > prevScrollTopRef.current) {
-        stickToBottomRef.current = true
-      }
-      prevScrollTopRef.current = el.scrollTop
-    }
-    el.addEventListener('wheel', handleWheel, { passive: true })
-    el.addEventListener('scroll', handleScroll, { passive: true })
-    return () => {
-      el.removeEventListener('wheel', handleWheel)
-      el.removeEventListener('scroll', handleScroll)
-    }
-  }, [unbounded])
-
-  useLayoutEffect(() => {
-    const el = ref.current
-    if (rafRef.current !== null) {
-      window.cancelAnimationFrame(rafRef.current)
-      rafRef.current = null
-    }
-    if (unbounded) {
-      setHasOverflow(false)
-      return
-    }
-    if (el) {
-      const next = el.scrollHeight > el.clientHeight
-      setHasOverflow((prev) => (prev === next ? prev : next))
-    }
-    if (!isStreaming) return
-    const tick = () => {
-      const node = ref.current
-      if (!node || !stickToBottomRef.current) {
-        rafRef.current = null
-        return
-      }
-      const target = node.scrollHeight - node.clientHeight
-      const gap = target - node.scrollTop
-      if (gap < 1) {
-        rafRef.current = null
-        return
-      }
-      node.scrollTop = node.scrollTop + Math.max(1, gap * 0.18)
-      rafRef.current = window.requestAnimationFrame(tick)
-    }
-    rafRef.current = window.requestAnimationFrame(tick)
-    return () => {
-      if (rafRef.current !== null) {
-        window.cancelAnimationFrame(rafRef.current)
-        rafRef.current = null
-      }
-    }
-  })
-
+/** Workspace adapter retains permission, handoff, and integration lookup behavior. */
+export function AgentGroup(props: AgentGroupProps) {
   return (
-    <div className='relative'>
-      <div
-        ref={ref}
-        className={cn(
-          'pr-2',
-          !unbounded && 'scrollbar-hide max-h-[110px] overflow-y-auto',
-          hasOverflow && 'py-1'
-        )}
-      >
-        {children}
-      </div>
-      {!unbounded && hasOverflow && (
-        <>
-          <div className='pointer-events-none absolute top-0 right-2 left-0 h-3 bg-linear-to-b from-[var(--bg)] to-transparent' />
-          <div className='pointer-events-none absolute right-2 bottom-0 left-0 h-3 bg-linear-to-t from-[var(--bg)] to-transparent' />
-        </>
-      )}
-    </div>
+    <AgentGroupView
+      {...props}
+      ToolCallComponent={ToolCallItem}
+      renderBrowserTakeover={renderBrowserTakeover}
+    />
   )
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/index.ts
index 812d818e9a9..7f8d6ef3cdd 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/index.ts
@@ -1,3 +1,7 @@
-export type { AgentGroupItem, NestedAgentGroup } from './agent-group'
-export { AgentGroup, isAgentGroupResolved } from './agent-group'
-export { CircleStop } from './tool-call-item'
+export { AgentGroup } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group'
+export type {
+  AgentGroupItem,
+  NestedAgentGroup,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group-view'
+export { isAgentGroupResolved } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/agent-group-view'
+export { CircleStop } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-item'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-item.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-item.tsx
index f76c5e4bf03..27ac5efbbaf 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-item.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-item.tsx
@@ -1,6 +1,5 @@
 import { useEffect, useMemo, useState } from 'react'
 import { isPlainRecord } from '@sim/utils/object'
-import { ShimmerText } from '@/components/ui'
 import {
   CallIntegrationTool,
   PrepareFileEdit,
@@ -12,6 +11,7 @@ import { getReadTargetBlock } from '@/lib/copilot/tools/client/read-block'
 import { RETIRED_BROWSER_REQUEST_TAKEOVER_ID } from '@/lib/copilot/tools/retired-tools'
 import { extractStreamingStringArgument } from '@/lib/copilot/tools/streaming-args'
 import { getToolStatusDisplayTitle, getWaitCountdownTitle } from '@/lib/copilot/tools/tool-display'
+import { ToolCallRow } from '@/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-row'
 import { BrandIcon } from '@/blocks/brand-icon'
 import { useCustomBlockOverlayVersion } from '@/blocks/custom/client-overlay'
 import { getBlockByToolName } from '@/blocks/registry'
@@ -36,7 +36,7 @@ export function CircleStop({ className }: { className?: string }) {
   )
 }
 
-interface ToolCallItemProps {
+export interface ToolCallItemProps {
   toolName: string
   displayTitle: string
   status: ToolCallStatus
@@ -238,17 +238,10 @@ export function ToolCallItem({
   }
 
   return (
-    <div className='flex min-w-0 items-center gap-[6px] pl-6'>
-      {BlockIcon && <BrandIcon icon={BlockIcon} className='size-[14px] shrink-0' />}
-      {isExecuting ? (
-        <ShimmerText className='min-w-0 truncate text-[13px] leading-[18px] [--shimmer-rest:var(--text-secondary)]'>
-          {title}
-        </ShimmerText>
-      ) : (
-        <span className='min-w-0 truncate text-[13px] text-[var(--text-secondary)] leading-[18px]'>
-          {title}
-        </span>
-      )}
-    </div>
+    <ToolCallRow
+      title={title}
+      isExecuting={isExecuting}
+      icon={BlockIcon && <BrandIcon icon={BlockIcon} className='size-[14px] shrink-0' />}
+    />
   )
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-row.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-row.tsx
new file mode 100644
index 00000000000..fdb4af0026d
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/agent-group/tool-call-row.tsx
@@ -0,0 +1,26 @@
+import type { ReactNode } from 'react'
+import { ShimmerText } from '@/components/ui'
+
+interface ToolCallRowProps {
+  title: string
+  isExecuting: boolean
+  icon?: ReactNode
+}
+
+/** Shared activity chrome; callers resolve tool semantics and brand icons. */
+export function ToolCallRow({ title, isExecuting, icon }: ToolCallRowProps) {
+  return (
+    <div className='flex min-w-0 items-center gap-[6px] pl-6'>
+      {icon}
+      {isExecuting ? (
+        <ShimmerText className='min-w-0 truncate text-[13px] leading-[18px] [--shimmer-rest:var(--text-secondary)]'>
+          {title}
+        </ShimmerText>
+      ) : (
+        <span className='min-w-0 truncate text-[13px] text-[var(--text-secondary)] leading-[18px]'>
+          {title}
+        </span>
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/resource-mention.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/resource-mention.tsx
new file mode 100644
index 00000000000..a6f685cd35f
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/resource-mention.tsx
@@ -0,0 +1,29 @@
+import type { ReactNode } from 'react'
+import { cn } from '@sim/emcn'
+
+interface ResourceMentionProps {
+  icon: ReactNode
+  title: string
+  onSelect?: () => void
+}
+
+export function ResourceMention({ icon, title, onSelect }: ResourceMentionProps) {
+  const classes =
+    'inline-flex items-baseline gap-1 rounded-[5px] bg-[var(--surface-5)] px-[5px] align-baseline font-[inherit] text-[inherit] leading-[inherit]'
+  const content = (
+    <>
+      {icon}
+      {title}
+    </>
+  )
+  if (!onSelect) return <span className={classes}>{content}</span>
+  return (
+    <button
+      type='button'
+      onClick={onSelect}
+      className={cn(classes, 'cursor-pointer transition-colors hover-hover:bg-[var(--surface-6)]')}
+    >
+      {content}
+    </button>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts
index 609cdc21eca..2f43b29539e 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/index.ts
@@ -1,3 +1,4 @@
+export { PendingTagIndicator } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/pending-tag-indicator'
 export type {
   ContentSegment,
   CredentialItemData,
@@ -26,7 +27,6 @@ export {
   credentialTagHasVisibleCard,
   formatCredentialSubmissionMessage,
   isHttpUrl,
-  PendingTagIndicator,
   parseCredentialSubmissionMessage,
   parseCredentialSubmissionProgress,
   parseCredentialTagBody,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/pending-tag-indicator.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/pending-tag-indicator.tsx
new file mode 100644
index 00000000000..7dc0bec53ad
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/pending-tag-indicator.tsx
@@ -0,0 +1,17 @@
+import { ThinkingLoader } from '@/components/ui'
+
+interface PendingTagIndicatorProps {
+  /** Activity phrase next to the loader; crossfades on change. */
+  label: string
+}
+
+/**
+ * Renders the turn-level activity shimmer.
+ */
+export function PendingTagIndicator({ label }: PendingTagIndicatorProps) {
+  return (
+    <div className='animate-stream-fade-in py-2'>
+      <ThinkingLoader size={20} startVariant='corners' label={label} labelRatio={0.7} />
+    </div>
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
index 5a3a4848347..0330603d98c 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/components/special-tags/special-tags.tsx
@@ -5,7 +5,6 @@ import { cn, Expandable, ExpandableContent, SecretReveal, Tooltip, toast } from
 import { ArrowRight, Check, ChevronDown, SquareArrowUpRight, TerminalWindow } from '@sim/emcn/icons'
 import { isRecordLike } from '@sim/utils/object'
 import { useParams } from 'next/navigation'
-import { ThinkingLoader } from '@/components/ui'
 import { useSession } from '@/lib/auth/auth-client'
 import { buildHostedUpgradeUrl, HOSTED_BILLING_SETTINGS_URL } from '@/lib/billing/upgrade-reasons'
 import { canManageWorkspaceBilling } from '@/lib/billing/workspace-permissions'
@@ -36,6 +35,7 @@ import {
   parseQuestionAnswerMessage,
   QuestionDisplay,
 } from '@/app/workspace/[workspaceId]/home/components/message-content/components/question'
+import { ResourceMention } from '@/app/workspace/[workspaceId]/home/components/message-content/components/resource-mention'
 import {
   resolveOAuthChipTarget,
   useOAuthChipConnection,
@@ -1783,22 +1783,6 @@ export function SpecialTags({
   }
 }
 
-interface PendingTagIndicatorProps {
-  /** Activity phrase next to the loader; crossfades on change. */
-  label: string
-}
-
-/**
- * Renders the turn-level activity shimmer.
- */
-export function PendingTagIndicator({ label }: PendingTagIndicatorProps) {
-  return (
-    <div className='animate-stream-fade-in py-2'>
-      <ThinkingLoader size={20} startVariant='corners' label={label} labelRatio={0.7} />
-    </div>
-  )
-}
-
 interface OptionsDisplayProps {
   data: OptionsTagData
   onSelect?: (id: string) => void
@@ -1934,31 +1918,17 @@ export function WorkspaceResourceDisplay({
 
   const context = toChatMessageContext(data, resource.title)
 
-  const mentionContent = (
-    <>
-      <ContextMentionIcon
-        context={context}
-        className='relative top-0.5 size-[12px] shrink-0 text-[var(--text-icon)]'
-      />
-      {resource.title}
-    </>
-  )
-
-  const classes =
-    'inline-flex items-baseline gap-1 rounded-[5px] bg-[var(--surface-5)] px-[5px] align-baseline font-[inherit] text-[inherit] leading-[inherit]'
-
-  if (!onSelect) {
-    return <span className={classes}>{mentionContent}</span>
-  }
-
   return (
-    <button
-      type='button'
-      onClick={() => onSelect(resource)}
-      className={cn(classes, 'cursor-pointer transition-colors hover-hover:bg-[var(--surface-6)]')}
-    >
-      {mentionContent}
-    </button>
+    <ResourceMention
+      icon={
+        <ContextMentionIcon
+          context={context}
+          className='relative top-0.5 size-[12px] shrink-0 text-[var(--text-icon)]'
+        />
+      }
+      title={resource.title}
+      onSelect={onSelect ? () => onSelect(resource) : undefined}
+    />
   )
 }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
index 99683295ec0..7828f6b187d 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-content.tsx
@@ -22,10 +22,15 @@ import {
 } from '@/lib/copilot/tools/tool-display'
 import { useChatSurface } from '@/app/workspace/[workspaceId]/home/components/chat-surface-context'
 import type { CredentialSubmissionPayload } from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
+import { collectMessageSources } from '@/app/workspace/[workspaceId]/home/components/message-content/message-sources'
 import { resolveMessageCitations } from '@/app/workspace/[workspaceId]/home/components/message-content/resolve-citations'
+import type {
+  ContentBlock,
+  OptionItem,
+  ToolCallData,
+} from '@/app/workspace/[workspaceId]/home/types'
+import { SUBAGENT_LABELS } from '@/app/workspace/[workspaceId]/home/types'
 import { useCustomBlockOverlayVersion } from '@/blocks/custom/client-overlay'
-import type { ContentBlock, OptionItem, ToolCallData } from '../../types'
-import { SUBAGENT_LABELS } from '../../types'
 import type { AgentGroupItem } from './components'
 import {
   AgentGroup,
@@ -35,7 +40,7 @@ import {
   Options,
   PendingTagIndicator,
 } from './components'
-import { collectMessageSources, deriveMessagePhase, isToolDone, type MessagePhase } from './utils'
+import { deriveMessagePhase, isToolDone, type MessagePhase } from './utils'
 
 const FILE_SUBAGENT_ID = 'file'
 /** Quiet period before the shimmer takes the slot back from streamed output. */
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-sources.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-sources.ts
new file mode 100644
index 00000000000..5b438663c0c
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/message-sources.ts
@@ -0,0 +1,21 @@
+import {
+  parseSpecialTags,
+  type SourceTagData,
+} from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
+
+/**
+ * Every distinct `<source>` cited across the given prose, in first-cited order,
+ * for the footer strip. Callers pass the text segments the message actually
+ * renders as its answer.
+ */
+export function collectMessageSources(texts: readonly string[]): SourceTagData[] {
+  const byUrl = new Map<string, SourceTagData>()
+  for (const text of texts) {
+    for (const segment of parseSpecialTags(text, false).segments) {
+      if (segment.type === 'source' && !byUrl.has(segment.data.url)) {
+        byUrl.set(segment.data.url, segment.data)
+      }
+    }
+  }
+  return [...byUrl.values()]
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts
index de5bd6402fe..d4094191237 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.test.ts
@@ -2,7 +2,8 @@
  * @vitest-environment node
  */
 import { describe, expect, it } from 'vitest'
-import { collectMessageSources, deriveMessagePhase, resolveToolDisplayState } from './utils'
+import { collectMessageSources } from '@/app/workspace/[workspaceId]/home/components/message-content/message-sources'
+import { deriveMessagePhase, resolveToolDisplayState } from './utils'
 
 describe('deriveMessagePhase', () => {
   it('is streaming whenever the transport is live', () => {
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts
index d8f012c636e..722770fbfa9 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/message-content/utils.ts
@@ -21,31 +21,10 @@ import {
 } from '@sim/emcn'
 import { Calendar, Clock, Cursor, Globe, Table as TableIcon } from '@sim/emcn/icons'
 import { AgentIcon, ImageIcon, TTSIcon, VideoIcon } from '@/components/icons'
-import {
-  parseSpecialTags,
-  type SourceTagData,
-} from '@/app/workspace/[workspaceId]/home/components/message-content/components/special-tags'
 import type { ToolCallStatus } from '@/app/workspace/[workspaceId]/home/types'
 
 export type IconComponent = ComponentType<SVGProps<SVGSVGElement>>
 
-/**
- * Every distinct `<source>` cited across the given prose, in first-cited order,
- * for the footer strip. Callers pass the text segments the message actually
- * renders as its answer.
- */
-export function collectMessageSources(texts: readonly string[]): SourceTagData[] {
-  const byUrl = new Map<string, SourceTagData>()
-  for (const text of texts) {
-    for (const segment of parseSpecialTags(text, false).segments) {
-      if (segment.type === 'source' && !byUrl.has(segment.data.url)) {
-        byUrl.set(segment.data.url, segment.data)
-      }
-    }
-  }
-  return [...byUrl.values()]
-}
-
 const TOOL_ICONS: Record<string, IconComponent> = {
   mothership: Blimp,
   glob: FolderCode,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/send-button/send-button.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/send-button/send-button.tsx
index 1a3fa5f1195..279ce07e079 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/send-button/send-button.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/send-button/send-button.tsx
@@ -28,6 +28,7 @@ export const SendButton = React.memo(function SendButton({
         variant='ghost'
         className={cn(SEND_BUTTON_BASE, SEND_BUTTON_ACTIVE)}
         title='Stop generation'
+        aria-label='Stop generation'
       >
         <svg
           className='block h-[14px] w-[14px] fill-white dark:fill-black'
@@ -42,6 +43,7 @@ export const SendButton = React.memo(function SendButton({
   return (
     <Button
       onClick={onSubmit}
+      aria-label='Send message'
       variant='ghost'
       disabled={!canSubmit}
       className={cn(SEND_BUTTON_BASE, canSubmit ? SEND_BUTTON_ACTIVE : SEND_BUTTON_DISABLED)}
diff --git a/apps/sim/app/workspace/[workspaceId]/integrations/components/connect-personal-token-modal.tsx b/apps/sim/app/workspace/[workspaceId]/integrations/components/connect-personal-token-modal.tsx
index 70e653f9ebe..aa8a2751673 100644
--- a/apps/sim/app/workspace/[workspaceId]/integrations/components/connect-personal-token-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/integrations/components/connect-personal-token-modal.tsx
@@ -44,7 +44,7 @@ function PersonalTokenForm({
   const [host, setHost] = useState(instanceUrl ? new URL(instanceUrl).host : 'gitlab.com')
   const [token, setToken] = useState('')
   const create = useCreateWorkspaceCredential()
-  const update = useUpdateWorkspaceCredential()
+  const update = useUpdateWorkspaceCredential(workspaceId)
   const pending = create.isPending || update.isPending
   const error = (credentialId ? update.error : create.error)?.message
   function submit() {
@@ -88,7 +88,7 @@ function PersonalTokenForm({
           type='custom'
           title='Personal access token'
           required
-          hint='Use a token with the api scope. Only you can use this connection.'
+          hint='Only you can use this connection.'
         >
           <SecretInput
             value={token}
diff --git a/apps/sim/app/workspace/[workspaceId]/integrations/connected/[credentialId]/connected-credential-detail.tsx b/apps/sim/app/workspace/[workspaceId]/integrations/connected/[credentialId]/connected-credential-detail.tsx
index c9bfb6937dd..a0e7bc57dce 100644
--- a/apps/sim/app/workspace/[workspaceId]/integrations/connected/[credentialId]/connected-credential-detail.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/integrations/connected/[credentialId]/connected-credential-detail.tsx
@@ -82,7 +82,7 @@ export function ConnectedCredentialDetail({
   const { data: oauthConnections = [] } = useOAuthConnections()
   const connectOAuthService = useConnectOAuthService()
   const createDraft = useCreateCredentialDraft()
-  const deleteCredential = useDeleteWorkspaceCredential()
+  const deleteCredential = useDeleteWorkspaceCredential(workspaceId)
 
   const credential = useMemo<WorkspaceCredential | null>(
     () => credentials.find((c) => c.id === credentialId) ?? null,
@@ -107,7 +107,12 @@ export function ConnectedCredentialDetail({
   const [isShareModalOpen, setIsShareModalOpen] = useState(false)
   const [reconnectOpen, setReconnectOpen] = useState(false)
 
-  const form = useCredentialDetailForm({ credential, isAdmin, backHref: integrationsHref })
+  const form = useCredentialDetailForm({
+    credential,
+    isAdmin,
+    backHref: integrationsHref,
+    workspaceId,
+  })
 
   const oauthServiceNameByProviderId = useMemo(
     () => new Map(oauthConnections.map((service) => [service.providerId, service.name])),
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/formatted-text/index.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/formatted-text/index.ts
index e253cc36daa..7cf84fd4473 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/formatted-text/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/formatted-text/index.ts
@@ -3,4 +3,4 @@ export {
   getValidWorkflowSearchRange,
   type HighlightContext,
   type WorkflowSearchTextHighlight,
-} from './formatted-text'
+} from '@sim/workflow-renderer/formatted-text'
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/sidebar-footer/sidebar-footer.test.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/sidebar-footer/sidebar-footer.test.tsx
index 03dda46288f..9b4719d1d13 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/sidebar-footer/sidebar-footer.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/sidebar-footer/sidebar-footer.test.tsx
@@ -15,6 +15,13 @@ const desktopMocks = vi.hoisted(() => ({
   unsubscribe: vi.fn(),
 }))
 
+const { hostContext } = vi.hoisted(() => ({
+  hostContext: {
+    hostOrganizationId: null as string | null,
+    viewer: { isHostOrganizationMember: false },
+  },
+}))
+
 vi.mock('@/lib/desktop', () => ({
   getDesktopUpdates: () => ({
     getState: desktopMocks.getState,
@@ -40,7 +47,7 @@ vi.mock('@/hooks/use-workspace-invite-policy', () => ({
   useWorkspaceInvitePolicy: () => ({ isInvitationsDisabled: false }),
 }))
 vi.mock('@/app/workspace/[workspaceId]/providers/workspace-host-provider', () => ({
-  useWorkspaceHostContext: () => null,
+  useWorkspaceHostContext: () => hostContext,
 }))
 vi.mock(
   '@/app/workspace/[workspaceId]/w/components/sidebar/components/sidebar-tooltip/sidebar-tooltip',
@@ -118,6 +125,8 @@ function menuItem(label: string): HTMLElement {
 
 beforeEach(() => {
   vi.clearAllMocks()
+  hostContext.hostOrganizationId = null
+  hostContext.viewer.isHostOrganizationMember = false
   desktopMocks.listener = null
   desktopMocks.onState.mockImplementation((listener) => {
     desktopMocks.listener = listener
@@ -135,6 +144,25 @@ afterEach(() => {
 })
 
 describe('SidebarFooter', () => {
+  it('links members back to the organization hosting the current workspace', async () => {
+    hostContext.hostOrganizationId = 'host-org'
+    hostContext.viewer.isHostOrganizationMember = true
+    await renderFooter({ status: 'idle' })
+
+    openProfileMenu()
+
+    expect(menuItem('Organization')).toHaveAttribute('href', '/o/host-org')
+  })
+
+  it.each([null, 'host-org'])('hides Organization without host membership (%s)', async (orgId) => {
+    hostContext.hostOrganizationId = orgId
+    await renderFooter({ status: 'idle' })
+
+    openProfileMenu()
+
+    expect(document.querySelector('[role="menu"]')).not.toHaveTextContent('Organization')
+  })
+
   it('keeps the overflow tooltip disabled while the collapsed tooltip still owns the trigger', async () => {
     await renderFooter({ status: 'idle' }, { isCollapsed: false, showCollapsedTooltips: true })
     const label = profileTrigger().querySelector<HTMLElement>('[data-overflow-text]')
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/sidebar-footer/sidebar-footer.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/sidebar-footer/sidebar-footer.tsx
index 44b135b4c92..d012e7f4cd3 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/sidebar-footer/sidebar-footer.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/sidebar-footer/sidebar-footer.tsx
@@ -17,13 +17,23 @@ import {
   OverflowText,
   Skeleton,
 } from '@sim/emcn'
-import { BookOpen, Credit, Download, HelpCircle, Settings, Trash, Users } from '@sim/emcn/icons'
+import {
+  BookOpen,
+  Building,
+  Credit,
+  Download,
+  HelpCircle,
+  Settings,
+  Trash,
+  Users,
+} from '@sim/emcn/icons'
 import { SlackIcon } from '@/components/icons'
 import { SettingsIntentLink } from '@/components/settings/settings-intent-link'
 import { useSession } from '@/lib/auth/auth-client'
 import { canViewWorkspaceBillingSettings } from '@/lib/billing/workspace-permissions'
 import { useDeploymentShape } from '@/lib/core/config/deployment-shape'
 import { getDesktopUpdates } from '@/lib/desktop'
+import { organizationRoutes } from '@/lib/navigation/paths'
 import { getUserColor } from '@/lib/workspaces/colors'
 import { useWorkspaceHostContext } from '@/app/workspace/[workspaceId]/providers/workspace-host-provider'
 import type { SettingsSection } from '@/app/workspace/[workspaceId]/settings/navigation'
@@ -146,6 +156,10 @@ export function SidebarFooter({
 
   const name = profile ? profile.name?.trim() || profile.email : ''
   const updateAvailable = hasAvailableDesktopUpdate(updateState)
+  const organizationHref =
+    hostContext.hostOrganizationId && hostContext.viewer.isHostOrganizationMember
+      ? organizationRoutes(hostContext.hostOrganizationId).root
+      : null
 
   const handleUpdateSelect = () => {
     const updates = getDesktopUpdates()
@@ -257,6 +271,17 @@ export function SidebarFooter({
         </DropdownMenuTrigger>
       </SidebarTooltip>
       <DropdownMenuContent align='start' side='top' sideOffset={4}>
+        {organizationHref && (
+          <>
+            <DropdownMenuItem asChild>
+              <SettingsIntentLink href={organizationHref}>
+                <Building className='size-[14px]' />
+                <DropdownMenuItemLabel label='Organization' />
+              </SettingsIntentLink>
+            </DropdownMenuItem>
+            <DropdownMenuSeparator />
+          </>
+        )}
         {menuItems.map(({ section, label, icon: Icon }) => {
           const destination = resolveMenuDestination(section)
           if (!destination) {
diff --git a/apps/sim/background/knowledge-processing.test.ts b/apps/sim/background/knowledge-processing.test.ts
index 7e4423df541..f4d85c4f2c2 100644
--- a/apps/sim/background/knowledge-processing.test.ts
+++ b/apps/sim/background/knowledge-processing.test.ts
@@ -73,6 +73,21 @@ const WORKSPACE_PAYLOAD = {
   billingAttribution: BILLING_ATTRIBUTION,
 }
 
+const ORGANIZATION_PAYLOAD = {
+  ...BASE_PAYLOAD,
+  billingScope: 'organization' as const,
+  actorUserId: 'organization-member',
+  workspaceId: null,
+  organizationId: 'organization-1',
+  billingAttribution: {
+    ...BILLING_ATTRIBUTION,
+    actorUserId: 'organization-member',
+    workspaceId: null,
+    organizationId: 'organization-1',
+    billingEntity: { type: 'organization' as const, id: 'organization-1' },
+  },
+}
+
 function mockQuotaExhaustion(error: EmbeddingQuotaExhaustedError): void {
   mockProcessDocumentAsync.mockImplementation(async (...args: unknown[]) => {
     const attemptContext = args[6] as {
@@ -229,6 +244,36 @@ describe('knowledge processing worker', () => {
     )
   })
 
+  it('preserves organization ownership and billing attribution in the worker', async () => {
+    await runDocumentProcessing(structuredClone(ORGANIZATION_PAYLOAD))
+
+    expect(mockProcessDocumentAsync).toHaveBeenCalledWith(
+      BASE_PAYLOAD.knowledgeBaseId,
+      BASE_PAYLOAD.documentId,
+      BASE_PAYLOAD.docData,
+      BASE_PAYLOAD.processingOptions,
+      {
+        billingScope: 'organization',
+        actorUserId: ORGANIZATION_PAYLOAD.actorUserId,
+        workspaceId: null,
+        organizationId: ORGANIZATION_PAYLOAD.organizationId,
+        billingAttribution: ORGANIZATION_PAYLOAD.billingAttribution,
+      },
+      BASE_PAYLOAD.requestId,
+      expect.objectContaining({
+        chargedAtDispatch: true,
+        processingQueuedAt: new Date(BASE_PAYLOAD.processingQueuedAt),
+      })
+    )
+  })
+
+  it('rejects an organization mismatch before document processing starts', async () => {
+    await expect(
+      runDocumentProcessing({ ...ORGANIZATION_PAYLOAD, organizationId: 'organization-2' })
+    ).rejects.toThrow('Document processing organization does not match billing attribution')
+    expect(mockProcessDocumentAsync).not.toHaveBeenCalled()
+  })
+
   it('rejects an actor mismatch before document processing starts', async () => {
     await expect(
       runDocumentProcessing({
diff --git a/apps/sim/background/knowledge-processing.ts b/apps/sim/background/knowledge-processing.ts
index 41efe6c6674..35d77895376 100644
--- a/apps/sim/background/knowledge-processing.ts
+++ b/apps/sim/background/knowledge-processing.ts
@@ -12,8 +12,8 @@ import {
   isUsageLimitDocumentProcessingError,
 } from '@/lib/knowledge/documents/document-processing-error'
 import {
+  assertDocumentProcessingBillingContext,
   assertDocumentProcessingPayload,
-  type DocumentProcessingBillingContext,
   type DocumentProcessingPayload,
 } from '@/lib/knowledge/documents/processing-payload'
 import {
@@ -34,19 +34,7 @@ export async function runDocumentProcessing(
   const startedAt = Date.now()
   const payload = assertDocumentProcessingPayload(rawPayload)
   const { knowledgeBaseId, documentId, docData, processingOptions, requestId } = payload
-  const billingContext: DocumentProcessingBillingContext =
-    payload.billingScope === 'workspace'
-      ? {
-          billingScope: 'workspace',
-          actorUserId: payload.actorUserId,
-          workspaceId: payload.workspaceId,
-          billingAttribution: payload.billingAttribution,
-        }
-      : {
-          billingScope: 'non-workspace',
-          actorUserId: payload.actorUserId,
-          workspaceId: null,
-        }
+  const billingContext = assertDocumentProcessingBillingContext(payload)
   const canScheduleQuotaContinuation = canScheduleDocumentProcessingQuotaContinuation(payload)
 
   logger.info(`[${requestId}] Starting Trigger.dev processing for document: ${docData.filename}`)
diff --git a/apps/sim/blocks/block-tile.tsx b/apps/sim/blocks/block-tile.tsx
index a87523d7944..6a397bd1ec7 100644
--- a/apps/sim/blocks/block-tile.tsx
+++ b/apps/sim/blocks/block-tile.tsx
@@ -1,107 +1,19 @@
 'use client'
 
-import type { ComponentType, HTMLAttributes } from 'react'
-import { chipIconSlotClass, cn } from '@sim/emcn'
-import { WorkflowTypeIcon } from '@sim/workflow-renderer'
+import { BlockTileView, type BlockTileViewProps } from '@sim/workflow-renderer'
 import { getBlockTileColor, getBlockTileIcon, hasBlockAccent } from '@/blocks/accent'
-import { getTileIconColorClass } from '@/blocks/icon-color'
 
-/**
- * Slot sizes the tile ships in: the 18px detail header, the canvas 16px chip,
- * or 14px for dense rows.
- */
-const TILE_SIZE_CLASS = {
-  lg: 'size-[18px]',
-  md: 'size-[16px]',
-  sm: 'size-[14px]',
-} as const
-
-/** Icon drawn inside each slot. Only the header tile takes the larger glyph. */
-const TILE_ICON_SIZE_CLASS = {
-  lg: 'size-[12px]',
-  md: 'size-[10px]',
-  sm: 'size-[10px]',
-} as const
-
-export interface BlockTileProps extends Omit<HTMLAttributes<HTMLElement>, 'children' | 'style'> {
-  /**
-   * Block the tile represents; decides whether it takes the canvas role accent.
-   * Omitted by rows that name no block — a catalog integration, a section
-   * header — which keep their own fill. @see hasBlockAccent
-   */
-  blockType?: string
-  /** Defaults to the block's registered icon. */
-  icon?: ComponentType<{ className?: string }>
-  /** Provider fill, used only when the block takes no accent. */
-  bgColor?: string
-  /** Drawn on the provider tile when there is no icon — usually a name initial. */
-  fallbackLabel?: string
-  size?: keyof typeof TILE_SIZE_CLASS
-}
-
-/**
- * The one block tile. Renders the shared canvas accent chip for anything that
- * carries a role and the block's provider tile for everything else, so a block
- * reads the same in every list it appears in. @see hasBlockAccent
- *
- * The tile owns its icon colour outright, which is why the contrast class is
- * always the `!important` variant: these rows live inside popover, combobox and
- * command surfaces that paint descendants through `[&_svg]:text-*`, and a plain
- * utility on the icon loses to that parent rule — pale brand tiles would render
- * their icon white-on-white.
- *
- * Reaches the block registry, so it is for workspace surfaces only. Public
- * marketing pages keep their own tile rather than pull every block config into
- * that bundle — see `@/blocks/icon-color`.
- */
-export function BlockTile({
-  blockType,
-  icon,
-  bgColor,
-  fallbackLabel,
-  size = 'md',
-  className,
-  ...props
-}: BlockTileProps) {
-  const Icon = icon ?? (blockType ? getBlockTileIcon(blockType) : undefined)
-  const sizeClass = cn(TILE_SIZE_CLASS[size], className)
-  const iconSizeClass = TILE_ICON_SIZE_CLASS[size]
-
-  if (blockType && Icon && hasBlockAccent(blockType)) {
-    return (
-      <WorkflowTypeIcon
-        type={blockType}
-        Icon={Icon}
-        className={sizeClass}
-        iconClassName={iconSizeClass}
-        {...props}
-      />
-    )
-  }
-
-  const fill = bgColor ?? (blockType ? getBlockTileColor(blockType) : undefined)
+export interface BlockTileProps extends Omit<BlockTileViewProps, 'useAccent'> {}
 
+/** Resolves workspace registry metadata for the shared block tile. */
+export function BlockTile({ blockType, icon, bgColor, ...props }: BlockTileProps) {
   return (
-    <div
-      className={cn(chipIconSlotClass, 'overflow-hidden rounded-md [&_img]:size-full', sizeClass)}
-      style={{ background: fill }}
+    <BlockTileView
       {...props}
-    >
-      {Icon ? (
-        <Icon
-          className={cn(
-            iconSizeClass,
-            'transition-transform duration-100 group-hover:scale-110',
-            getTileIconColorClass(fill, true)
-          )}
-        />
-      ) : (
-        fallbackLabel && (
-          <span className={cn('font-bold text-micro', getTileIconColorClass(fill, true))}>
-            {fallbackLabel}
-          </span>
-        )
-      )}
-    </div>
+      blockType={blockType}
+      icon={icon ?? (blockType ? getBlockTileIcon(blockType) : undefined)}
+      bgColor={bgColor ?? (blockType ? getBlockTileColor(blockType) : undefined)}
+      useAccent={Boolean(blockType && hasBlockAccent(blockType))}
+    />
   )
 }
diff --git a/apps/sim/blocks/blocks/github.ts b/apps/sim/blocks/blocks/github.ts
index 338198819da..ba9294c3e71 100644
--- a/apps/sim/blocks/blocks/github.ts
+++ b/apps/sim/blocks/blocks/github.ts
@@ -53,7 +53,7 @@ export const GitHubBlock: BlockConfig<GitHubResponse> = {
   description: 'Interact with GitHub or trigger workflows from GitHub events',
   authMode: AuthMode.ApiKey,
   longDescription:
-    'Integrate Github into the workflow. Can get get PR details, create PR comment, get repository info, and get latest commit. Can be used in trigger mode to trigger a workflow when a PR is created, commented on, or a commit is pushed.',
+    'Read and update GitHub repositories, pull requests, issues, and related records. Use trigger mode to start workflows from GitHub events.',
   docsLink: 'https://docs.sim.ai/integrations/github',
   category: 'tools',
   integrationType: IntegrationType.DevOps,
diff --git a/apps/sim/blocks/blocks/sailpoint.ts b/apps/sim/blocks/blocks/sailpoint.ts
index e074cc6be76..69309d04f29 100644
--- a/apps/sim/blocks/blocks/sailpoint.ts
+++ b/apps/sim/blocks/blocks/sailpoint.ts
@@ -137,7 +137,7 @@ export const SailPointBlock: BlockConfig = {
   name: 'SailPoint',
   description: 'Govern identities and access in SailPoint Identity Security Cloud',
   longDescription:
-    "Read and act on identity-governance data in SailPoint Identity Security Cloud (ISC) with a Personal Access Token (PAT) exchanged through OAuth2 client credentials at https://TENANT.api.identitynow.com/oauth/token. SailPoint versions each service independently, so the integration uses current service paths such as /search/v1, /identities/v1, and /access-requests/v1; there is no shared annual API-version setting. Use a PAT whose owner has the ISC user level required by each endpoint because many identity, role, access-profile, certification, approval, and access-request operations require user context in addition to scopes. Common read scopes include sp:search:read, idn:identity:read, idn:accounts:read, idn:entitlement:read, idn:role-unchecked:read or idn:role-checked:read, idn:access-profile:read, idn:sources:read, idn:campaign:read, idn:access-request-status:read, idn:access-request-config:read, idn:task-management:read, and idn:access-request-approvals:read. Mutations additionally use idn:sources:manage for account aggregation, idn:entitlement:manage for entitlement aggregation and entitlement request configuration, idn:campaign:manage for certification decisions and sign-off, the access-request scopes listed by SailPoint for request submission, idn:access-request:create for account-selection discovery, and idn:access-request-approvals:manage for approval actions. A scope alone does not grant authority beyond the PAT owner's ISC permissions, and authorization failures may be returned as provider errors or filtered visibility depending on the endpoint and tenant policy.",
+    'Connect SailPoint Identity Security Cloud with a Personal Access Token to search identity-governance data, manage access requests and approvals, review certifications, and import source data. The token owner and scopes determine the operations available to the integration.',
   docsLink: 'https://docs.sim.ai/integrations/sailpoint',
   category: 'tools',
   integrationType: IntegrationType.Security,
diff --git a/apps/sim/blocks/blocks/sap_s4hana.ts b/apps/sim/blocks/blocks/sap_s4hana.ts
index 4d1eddfa3a0..46137562da2 100644
--- a/apps/sim/blocks/blocks/sap_s4hana.ts
+++ b/apps/sim/blocks/blocks/sap_s4hana.ts
@@ -43,7 +43,7 @@ export const SapS4HanaBlock: BlockConfig<SapS4HanaResponse> = {
   description: 'Read and write SAP S4HANA Cloud business data via OData',
   authMode: AuthMode.ApiKey,
   longDescription:
-    'Connect SAP S4HANA Cloud Public Edition with per-tenant OAuth 2.0 client credentials configured in your Communication Arrangements. Read and create business partners, customers, suppliers, sales orders, deliveries (inbound/outbound), billing documents, products, stock and material documents, purchase requisitions, purchase orders, and supplier invoices, or run arbitrary OData v2 queries against any whitelisted Communication Scenario.',
+    'Connect SAP S4HANA Cloud Public Edition, Cloud Private Edition, or an on-premise tenant using the deployment and authentication settings for that tenant. Read and manage business records through the listed OData operations.',
   docsLink: 'https://docs.sim.ai/integrations/sap_s4hana',
   category: 'tools',
   integrationType: IntegrationType.HR,
diff --git a/apps/sim/blocks/blocks/slack.test.ts b/apps/sim/blocks/blocks/slack.test.ts
index 90af9612924..d74a6bcebeb 100644
--- a/apps/sim/blocks/blocks/slack.test.ts
+++ b/apps/sim/blocks/blocks/slack.test.ts
@@ -190,12 +190,12 @@ describe('Slack block release', () => {
     expect(selectTool(repurposedValues)).toBe('slack_set_suggested_prompts_v2')
   })
 
-  it('maps bounded cursor pagination for list channels', () => {
+  it('maps a single page and cursor for list channels', () => {
     const values = { operation: 'list_channels' }
     expect(SlackV2Block.outputs.hasMore.description).toBe(
       'Whether more thread messages or provider pages remain beyond the fetched window'
     )
-    expect(isSlackV2SubBlockVisible('channelMaxPages', values)).toBe(true)
+    expect(SlackV2Block.subBlocks.some((subBlock) => subBlock.id === 'channelMaxPages')).toBe(false)
     expect(isSlackV2SubBlockVisible('paginationCursor', values)).toBe(true)
     expect(
       mapSlackV2Params({
@@ -206,15 +206,12 @@ describe('Slack block release', () => {
       })
     ).toMatchObject({
       limit: 50,
-      maxPages: 4,
       cursor: 'cursor-1',
     })
     expect(() => mapSlackV2Params({ ...values, channelLimit: '201' })).toThrow(
       'Conversations per page must be an integer between 1 and 200'
     )
-    expect(() => mapSlackV2Params({ ...values, channelMaxPages: '201' })).toThrow(
-      'Max pages must be an integer between 1 and 200'
-    )
+    expect(mapSlackV2Params({ ...values, channelMaxPages: '200' })).not.toHaveProperty('maxPages')
     expect(mapSlackV2Params({ ...values, channelLimit: null, channelMaxPages: ' ' })).toMatchObject(
       { limit: 100 }
     )
diff --git a/apps/sim/blocks/blocks/slack.ts b/apps/sim/blocks/blocks/slack.ts
index b2e06c5b7ec..eb9874c5586 100644
--- a/apps/sim/blocks/blocks/slack.ts
+++ b/apps/sim/blocks/blocks/slack.ts
@@ -771,17 +771,6 @@ Do not include any explanations, markdown formatting, or other text outside the
       },
       mode: 'advanced',
     },
-    {
-      id: 'channelMaxPages',
-      title: 'Max Pages',
-      type: 'short-input',
-      placeholder: '200',
-      condition: {
-        field: 'operation',
-        value: 'list_channels',
-      },
-      mode: 'advanced',
-    },
     // List Members specific fields
     {
       id: 'memberLimit',
@@ -823,7 +812,7 @@ Do not include any explanations, markdown formatting, or other text outside the
       id: 'paginationCursor',
       title: 'Pagination Cursor',
       type: 'short-input',
-      placeholder: 'next_cursor from a previous response',
+      placeholder: 'nextCursor from a previous response',
       condition: {
         field: 'operation',
         value: ['list_channels', 'list_members', 'list_users'],
@@ -1923,7 +1912,6 @@ Return ONLY the integer Unix timestamp - no explanations, no quotes, no extra te
           emojiName,
           includePrivate,
           channelLimit,
-          channelMaxPages,
           memberLimit,
           includeDeleted,
           userLimit,
@@ -2149,17 +2137,6 @@ Return ONLY the integer Unix timestamp - no explanations, no quotes, no extra te
               throw new Error('Conversations per page must be an integer between 1 and 200')
             }
             baseParams.limit = parsedLimit
-            const hasChannelMaxPages =
-              channelMaxPages !== undefined &&
-              channelMaxPages !== null &&
-              (typeof channelMaxPages !== 'string' || Boolean(channelMaxPages.trim()))
-            if (hasChannelMaxPages) {
-              const parsedMaxPages = Number(channelMaxPages)
-              if (!Number.isInteger(parsedMaxPages) || parsedMaxPages < 1 || parsedMaxPages > 200) {
-                throw new Error('Max pages must be an integer between 1 and 200')
-              }
-              baseParams.maxPages = parsedMaxPages
-            }
             if (paginationCursor) {
               baseParams.cursor = String(paginationCursor).trim()
             }
@@ -2426,7 +2403,6 @@ Return ONLY the integer Unix timestamp - no explanations, no quotes, no extra te
     // List Channels inputs
     includePrivate: { type: 'string', description: 'Include private channels (true/false)' },
     channelLimit: { type: 'string', description: 'Conversations to request per Slack page' },
-    channelMaxPages: { type: 'string', description: 'Maximum Slack pages to fetch (max 200)' },
     // List Members inputs
     memberLimit: { type: 'string', description: 'Maximum number of members to return' },
     // List Users inputs
@@ -2435,7 +2411,7 @@ Return ONLY the integer Unix timestamp - no explanations, no quotes, no extra te
     // Shared pagination input
     paginationCursor: {
       type: 'string',
-      description: 'Pagination cursor (next_cursor) for list_channels/list_members/list_users',
+      description: 'Pagination cursor (nextCursor) for list_channels/list_members/list_users',
     },
     // Ephemeral message inputs
     ephemeralUser: { type: 'string', description: 'User ID who will see the ephemeral message' },
@@ -2657,7 +2633,7 @@ Return ONLY the integer Unix timestamp - no explanations, no quotes, no extra te
     channels: {
       type: 'json',
       description:
-        'Array of up to 10,000 accessible public and private channel objects, including conversation type and membership fields.',
+        'One page of accessible public and private channel objects, including conversation type and membership fields.',
     },
     count: {
       type: 'number',
diff --git a/apps/sim/components/settings/settings-sidebar.test.tsx b/apps/sim/components/settings/settings-sidebar.test.tsx
index 97598ba687b..39076f884d0 100644
--- a/apps/sim/components/settings/settings-sidebar.test.tsx
+++ b/apps/sim/components/settings/settings-sidebar.test.tsx
@@ -6,10 +6,11 @@ import { Users } from '@sim/emcn/icons'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockPush, mockReplace, mockNavigate } = vi.hoisted(() => ({
+const { mockPush, mockReplace, mockNavigate, mockSectionIntent } = vi.hoisted(() => ({
   mockPush: vi.fn(),
   mockReplace: vi.fn(),
   mockNavigate: vi.fn(),
+  mockSectionIntent: vi.fn(),
 }))
 
 vi.mock('next/navigation', () => ({
@@ -20,6 +21,7 @@ vi.mock('@/app/(landing)/components/navbar/components', () => ({ SimWordmark: ()
 vi.mock('@/components/settings/settings-intent-link', () => ({
   SettingsIntentLink: ({
     onNavigate,
+    onIntent,
     replace: _replace,
     scroll: _scroll,
     ...props
@@ -27,10 +29,12 @@ vi.mock('@/components/settings/settings-intent-link', () => ({
     replace?: boolean
     scroll?: boolean
     onNavigate?: (event: { preventDefault: () => void }) => void
+    onIntent?: () => void
   }) => (
     <a
       {...props}
       href={props.href}
+      onFocus={onIntent}
       onClick={(event) => {
         event.preventDefault()
         let prevented = false
@@ -78,6 +82,7 @@ function renderSidebar(isCollapsed = false) {
           { id: 'search-mcp', label: 'Search MCP', group: 'organization', icon: Users },
         ]}
         hrefForSection={(section) => `/o/org-a/settings/${section}`}
+        onSectionIntent={mockSectionIntent}
         backHref='/o/org-a/home'
         isCollapsed={isCollapsed}
       />
@@ -94,6 +99,18 @@ function button(label: string): HTMLButtonElement {
 }
 
 describe('SettingsSidebar interactions', () => {
+  it('warms only the destination section on intent, without navigating', () => {
+    renderSidebar()
+    expect(mockSectionIntent).not.toHaveBeenCalled()
+
+    act(() => container.querySelector<HTMLAnchorElement>('a[href$="/members"]')?.focus())
+    expect(mockSectionIntent).not.toHaveBeenCalled()
+
+    act(() => container.querySelector<HTMLAnchorElement>('a[href$="/search-mcp"]')?.focus())
+    expect(mockSectionIntent).toHaveBeenCalledExactlyOnceWith('search-mcp')
+    expect(mockNavigate).not.toHaveBeenCalled()
+  })
+
   it('keeps destinations available in the icon rail after collapsing a section', () => {
     renderSidebar()
     act(() => button('Organization').click())
diff --git a/apps/sim/components/settings/settings-sidebar.tsx b/apps/sim/components/settings/settings-sidebar.tsx
index 1be5ff22031..e1a8c5aec4d 100644
--- a/apps/sim/components/settings/settings-sidebar.tsx
+++ b/apps/sim/components/settings/settings-sidebar.tsx
@@ -68,6 +68,7 @@ interface SettingsSidebarProps<Section extends SettingsSection> {
   plane: StandaloneSettingsPlane
   groups: readonly SettingsNavigationGroup[]
   hrefForSection: (section: Section) => string
+  onSectionIntent?: (section: Section) => void
   items: readonly SidebarSettingsItem<Section>[]
   outboundLinks?: readonly SettingsSidebarOutboundLink[]
   isCollapsed?: boolean
@@ -80,6 +81,7 @@ export function SettingsSidebar<Section extends SettingsSection>({
   plane,
   groups,
   hrefForSection,
+  onSectionIntent,
   items,
   outboundLinks = [],
   isCollapsed = false,
@@ -178,6 +180,9 @@ export function SettingsSidebar<Section extends SettingsSection>({
                           replace
                           scroll={false}
                           aria-current={active ? 'page' : undefined}
+                          onIntent={() => {
+                            if (!active) onSectionIntent?.(item.id)
+                          }}
                           className={cn(
                             chipVariants({ active, fullWidth: true }),
                             SIDEBAR_RAIL_CHIP_CLASS
diff --git a/apps/sim/components/status-page/return-home-link.tsx b/apps/sim/components/status-page/return-home-link.tsx
new file mode 100644
index 00000000000..54390343849
--- /dev/null
+++ b/apps/sim/components/status-page/return-home-link.tsx
@@ -0,0 +1,20 @@
+'use client'
+
+import { ChipLink } from '@sim/emcn'
+
+/** A document navigation initializes the landing theme when leaving an app status page. */
+export function ReturnHomeLink() {
+  return (
+    <ChipLink
+      variant='primary'
+      href='/'
+      prefetch={false}
+      onNavigate={(event) => {
+        event.preventDefault()
+        window.location.assign('/')
+      }}
+    >
+      Return home
+    </ChipLink>
+  )
+}
diff --git a/apps/sim/components/status-page/status-page.tsx b/apps/sim/components/status-page/status-page.tsx
index 1c02f4c522c..a0361388798 100644
--- a/apps/sim/components/status-page/status-page.tsx
+++ b/apps/sim/components/status-page/status-page.tsx
@@ -13,7 +13,7 @@ export function StatusPageContent({ title, description, children }: StatusPageCo
       <h1 className='text-balance text-[40px] text-[var(--text-primary)] leading-[110%] tracking-[-0.02em]'>
         {title}
       </h1>
-      <p className='text-[var(--text-muted)] text-lg'>{description}</p>
+      <p className='text-[var(--text-body)] text-lg'>{description}</p>
       <div className='mt-3 flex flex-wrap items-center justify-center gap-2'>{children}</div>
     </div>
   )
@@ -28,7 +28,7 @@ export function StatusPage({ title, description, children, id = 'main-content' }
   return (
     <main
       id={id}
-      className='mx-auto flex min-h-[60vh] w-full max-w-[1460px] flex-col items-center justify-center px-20 py-24 max-sm:px-5 max-lg:px-8'
+      className='mx-auto flex min-h-[60vh] w-full max-w-[1728px] flex-col items-center justify-center px-10 py-24 max-md:px-7 max-lg:px-8 max-xl:px-9'
     >
       <StatusPageContent title={title} description={description}>
         {children}
diff --git a/apps/sim/content/blog/enterprise/index.mdx b/apps/sim/content/blog/enterprise/index.mdx
index 56073f9fe12..137a79fe142 100644
--- a/apps/sim/content/blog/enterprise/index.mdx
+++ b/apps/sim/content/blog/enterprise/index.mdx
@@ -99,7 +99,7 @@ Run Sim entirely on your infrastructure. Deploy with [Docker Compose](https://do
 
 **High availability** — Multi-replica Kubernetes deployments with horizontal pod autoscaling.
 
-**Air-gapped** — No external network access required. Pair with [Ollama](https://docs.sim.ai/platform/self-hosting/ollama) or [vLLM](https://docs.sim.ai/platform/self-hosting/vllm) for local model inference.
+**Air-gapped** — No external network access required. Pair with [Ollama](https://docs.sim.ai/platform/self-hosting/docker#ollama) or [vLLM](https://docs.sim.ai/platform/self-hosting/environment-variables#self-hosted-openai-compatible-endpoints) for local model inference.
 
 Enterprise features like access control, SSO, and organization management are enabled through environment variables—no connection to our billing infrastructure required.
 
diff --git a/apps/sim/content/customers/exp-realty/index.mdx b/apps/sim/content/customers/exp-realty/index.mdx
new file mode 100644
index 00000000000..361e182bad8
--- /dev/null
+++ b/apps/sim/content/customers/exp-realty/index.mdx
@@ -0,0 +1,37 @@
+---
+slug: exp-realty
+title: How eXp Realty brings real estate operations into one AI workspace
+description: Bringing complex real estate operations into governed AI workflows that can scale across eXp Realty.
+date: 2026-09-05
+authors: [sim]
+tags: [AI workflows, Real estate]
+ogImage: /landing/logos/exp-realty.svg
+ogAlt: eXp Realty
+canonical: https://www.sim.ai/customers/exp-realty
+draft: true
+technical: false
+---
+
+## Bringing connected work into one place
+
+Real estate operations depend on information moving between people and systems. Documents, records, and requests all need context before a team can take the next step.
+
+Sim connects the tools for that work in one AI workspace. Agents can use trusted knowledge, read and update shared data, and work with the systems teams already use.
+
+## Turning processes into AI workflows
+
+A repeatable process starts with clear logic. Teams can build agents through Chat, a visual builder, or code, then connect the tools and information each step needs.
+
+[Workflows](/workflows) make those steps visible. [Knowledge Base](/knowledge) gives agents company context, while Tables and Files keep working data and documents close to the process.
+
+## Keeping control as work expands
+
+As teams build more agents, consistent controls become part of the work. Access, model selection, and spend need to be managed alongside the agents themselves.
+
+Sim brings those controls into the same workspace. Teams can define permissions, set spending limits, and use [Logs](/logs) to understand what happened during a run.
+
+## A shared foundation for agent work
+
+The result is a common environment for building and operating AI agents. Teams can connect a process, test how it behaves, and return to the same workspace to review and improve it.
+
+With the tools and controls together, AI workflows can become a repeatable part of how teams work.
diff --git a/apps/sim/content/customers/rivian/index.mdx b/apps/sim/content/customers/rivian/index.mdx
new file mode 100644
index 00000000000..3f43b7d464e
--- /dev/null
+++ b/apps/sim/content/customers/rivian/index.mdx
@@ -0,0 +1,37 @@
+---
+slug: rivian
+title: How Rivian connects systems and governs AI agents across the business
+description: One place to connect enterprise systems and build, govern, and operate AI agents across Rivian.
+date: 2026-09-05
+authors: [sim]
+tags: [Enterprise AI, Governance]
+ogImage: /landing/customers/rivian-trail.jpg
+ogAlt: A Rivian on a winding trail through a mountain landscape
+canonical: https://www.sim.ai/customers/rivian
+draft: true
+technical: false
+---
+
+## Connecting the systems where work happens
+
+Enterprise work moves across teams, tools, and data. Building an AI agent is one part of the process. Giving it the context and access it needs to do useful work is another.
+
+Sim brings those pieces into one workspace. Teams can connect their business systems, give agents access to trusted company knowledge, and build repeatable processes around the way they work.
+
+## From an idea to an agent
+
+Teams can describe what they need in Chat, connect steps in the visual builder, or work with code. Each approach leads to the same place: an agent that can use company knowledge, work with shared data, and take action through connected tools.
+
+With [Workflows](/workflows), that logic stays visible. Teams can understand how an agent works, test each step, and refine it as their needs change.
+
+## Governance built into the workspace
+
+Building agents and operating them belong together. As more teams bring AI into their work, they need a consistent way to manage access, models, and spend.
+
+Sim provides [enterprise controls](/enterprise) alongside the tools for building. Permissions define what teams can use, spend controls set boundaries, and [Logs](/logs) make each run available to review.
+
+## One place to build and operate
+
+The workspace keeps agents close to their knowledge, data, and execution history. Teams can return to the same environment to improve an agent, understand a run, or manage how it is deployed.
+
+That is the idea behind one place for enterprise AI: connected systems, visible agent logic, and shared controls for the work ahead.
diff --git a/apps/sim/content/library/aeo-vs-geo-what-answer-engine-and-generative-engine-optimization-actually-mean/index.mdx b/apps/sim/content/library/aeo-vs-geo-what-answer-engine-and-generative-engine-optimization-actually-mean/index.mdx
index a692fb2422f..10577eb034b 100644
--- a/apps/sim/content/library/aeo-vs-geo-what-answer-engine-and-generative-engine-optimization-actually-mean/index.mdx
+++ b/apps/sim/content/library/aeo-vs-geo-what-answer-engine-and-generative-engine-optimization-actually-mean/index.mdx
@@ -60,7 +60,7 @@ The three approaches emphasize different output surfaces, even though their cont
 
 | Dimension | Traditional SEO | AEO | GEO |
 | --- | --- | --- | --- |
-| Primary focus | Making a page discoverable in ranked results, including the [ranking systems Google documents](https://developers.google.com/search/docs/fundamentals/ranking-systems) | Providing a concise, direct response that can be surfaced on its own | Supplying clear, verifiable material that can support a synthesized answer |
+| Primary focus | Making a page discoverable in ranked results, including the [ranking systems Google documents](https://developers.google.com/search/docs/appearance/ranking-systems-guide) | Providing a concise, direct response that can be surfaced on its own | Supplying clear, verifiable material that can support a synthesized answer |
 | Output surface | Ranked search results | Featured snippets and direct-answer experiences | Cited passages in generative answers |
 | Useful tactics | Helpful information architecture, internal linking, and technical accessibility | Question-based headings, concise lead answers, and [structured data where it applies](https://developers.google.com/search/docs/appearance/structured-data/intro-structured-data) | First-sentence answers, self-contained sections, sourced specifics, and honest tradeoffs |
 
diff --git a/apps/sim/content/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/index.mdx b/apps/sim/content/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/index.mdx
index d02a4cd9e8f..a2320b55d51 100644
--- a/apps/sim/content/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/index.mdx
+++ b/apps/sim/content/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/index.mdx
@@ -3,105 +3,124 @@ slug: agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare
 title: 'Agentic AI Coding Tools: What They Are and How the Top Options Compare'
 description: 'Compare agentic AI coding tools, including Cursor, GitHub Copilot, Claude Code, Replit Agent, Sim, Gumloop, and n8n. Learn when to choose an in-IDE coding agent versus an agent-workflow platform.'
 date: 2026-08-01
-updated: 2026-08-01
+updated: 2026-09-08
 authors:
   - andrew
-readingTime: 7
+readingTime: 6
 tags: [AI Agents, Coding Tools, Developer Tools, Sim]
 ogImage: /library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/cover.jpg
 canonical: https://www.sim.ai/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare
 draft: false
 faq:
   - q: "What's the difference between agentic AI coding tools and regular AI code completion?"
-    a: "Regular AI code completion suggests the next line or block as a developer types. Agentic AI coding tools can plan and execute multi-step changes across a codebase, run commands, and revise their approach after errors without line-by-line approval."
+    a: "Regular AI code completion predicts code as a developer types, while an agentic coding tool plans and executes a sequence of actions. Sim complements agentic coding tools by coordinating code-related actions with external tools and data. Developers can use each category for the work it handles best without expecting a workflow platform to replace an IDE."
   - q: "Is Cursor an agentic AI coding tool?"
-    a: "Yes. Cursor is an AI-native code editor with an agent mode for working across a project, rather than only offering inline completion."
+    a: "Cursor is an agentic AI coding tool because its agent mode can work across a project instead of only suggesting inline completions. Sim can connect workflows and data to compatible coding agents while Cursor handles repository work. Using both lets developers keep code changes in the editor and automate surrounding processes separately."
   - q: "Is GitHub Copilot agentic?"
-    a: "GitHub Copilot includes an agent mode in supported IDEs in addition to its original code-completion experience."
+    a: "GitHub Copilot is agentic when its agent mode plans and carries out multi-step work in a supported IDE. Sim serves a different role by coordinating workflows across tools and data sources. That separation lets developers use GitHub Copilot for repository changes and Sim for the automation around them."
   - q: "What is the cheapest agentic AI coding tool?"
-    a: "Several major tools have free tiers or limited free usage. For sustained use, compare each vendor's current plan, included usage, and overage model because those terms can change."
+    a: "Several agentic tools offer free tiers, so no single product has the lowest entry price. Sim offers a free workflow-automation plan, while Cursor, GitHub Copilot, and Replit Agent also provide free access with product-specific limits. Compare included usage, paid-plan prices, and overage charges against your expected workload."
   - q: "Can an agentic coding tool work inside a larger business workflow, not just an IDE?"
-    a: "Yes. A coding agent can write code in a project, while an agent-workflow platform can connect that output to other systems such as deployment, tracking, or team notifications."
+    a: "An agentic coding tool can participate in a larger workflow when another system connects its output to external applications. Sim can coordinate those surrounding steps while the coding agent handles repository changes. You can therefore automate supported notifications and related processes while keeping code editing in the development environment."
   - q: "Does Sim replace Cursor or GitHub Copilot?"
-    a: "No. Sim is an agent-workflow platform rather than an IDE. It fits work where a code step belongs in a broader automated system that also uses other tools, data, and deployment surfaces."
+    a: "Sim is an agent-workflow platform, while Cursor and GitHub Copilot are coding tools built for repository work. Sim coordinates automated processes that can include code execution, external tools, and data. Using the products for their distinct roles gives developers IDE-based coding assistance and workflow automation without treating them as interchangeable."
 ---
 
 ## TL;DR
 
-Agentic AI coding tools plan and execute multi-step coding tasks rather than suggesting one line at a time. A developer can give one a goal such as “add OAuth login to this app”; the tool can inspect relevant files, edit code across the project, run checks, and use the output to revise its approach.
+Agentic AI coding tools plan and execute multi-step coding tasks rather than suggesting one line at a time. You can give the tool a goal such as “add OAuth login to this app.” It can then inspect relevant files, edit code across the project, run checks, and revise its approach based on the results.
 
-The category contains two groups that are often treated as one:
+Agentic AI tools in this guide fall into two distinct groups.
 
-- **In-IDE coding agents** such as [Cursor](https://cursor.com/), [GitHub Copilot](https://github.com/features/copilot), [Claude Code](https://claude.com/product/claude-code), [Windsurf](https://windsurf.com/), and [Replit Agent](https://replit.com/agent) are designed for writing, refactoring, and shipping code from an editor or terminal.
-- **Agent-workflow platforms** such as [Gumloop](https://www.gumloop.com/), [n8n](https://n8n.io/), [Zapier](https://zapier.com/), and [Sim](https://www.sim.ai/) build broader automations. They can include a code-writing step in a process that also gathers data, sends a message, or updates another system.
+- **In-IDE coding agents**, such as [Cursor](https://cursor.com/), [GitHub Copilot](https://github.com/features/copilot), [Claude Code](https://claude.com/product/claude-code), [Windsurf](https://windsurf.com/), and [Replit Agent](https://replit.com/agent), work primarily within an editor, terminal, or hosted development environment. They help you write and modify code within a project.
+- **Agent-workflow platforms**, such as [Gumloop](https://www.gumloop.com/), [n8n](https://n8n.io/), [Zapier](https://zapier.com/), and [Sim](https://www.sim.ai/), coordinate automated processes across applications and data sources. These processes can include a code-execution step.
 
-That distinction changes the choice. A developer shipping a SaaS product will usually want an in-IDE agent. An operations team automating a multi-app process will usually want a workflow platform. This guide covers both groups and where the line between them sits.
+Choose the category based on where the work happens. If you are shipping a SaaS product, you will usually want an in-IDE agent. If you are automating a process across several applications, you will usually want a workflow platform. This guide compares both categories and explains where their capabilities overlap.
 
 ## What makes an AI coding tool agentic?
 
-An AI coding tool is agentic when it can plan a multi-step task, take actions across a codebase, and correct mistakes without a human approving every line. That differs from traditional autocomplete, which predicts the next few tokens as a developer types, or from pasting a question into a chat window.
+An AI coding tool is agentic when it can plan a multi-step task, take actions across a codebase, and correct mistakes without a human approving every line. Traditional autocomplete instead predicts the next few tokens as you type, while a standard chat response does not independently act on a codebase.
 
-Three capabilities separate an agentic tool from autocomplete:
+- **Multi-step planning.**
+   The tool breaks a goal into file edits, terminal commands, and checks rather than completing one line.
+- **Tool use.**
+   The agent can run terminal commands, execute tests, browse documentation, or call APIs instead of only generating text.
+- **Self-correction.**
+   When a test fails or a command errors, the agent can read the output and revise its approach instead of waiting for a human to diagnose it.
 
-- **Multi-step planning.** The tool breaks a goal into file edits, terminal commands, and checks rather than completing one line.
-- **Tool use.** The agent can run terminal commands, execute tests, browse documentation, or call APIs instead of only generating text.
-- **Self-correction.** When a test fails or a command errors, the agent can read the output and revise its approach instead of waiting for a human to diagnose it.
-
-For a broader definition beyond coding, see Sim’s guide to [what an AI agent is](https://www.sim.ai/library/what-is-an-ai-agent-definition-how-it-works-and-examples).
+Sim's guide to [AI agents](https://www.sim.ai/library/what-is-an-ai-agent-definition-how-it-works-and-examples) explains how the concept applies beyond coding.
 
 ## What's the difference between an AI coding agent and an agent-workflow platform?
 
 An AI coding agent writes and modifies code in a specific project. An agent-workflow platform builds agents that can use code as one action in a larger automated process spanning apps and data sources.
 
-[Cursor](https://cursor.com/), [Claude Code](https://claude.com/product/claude-code), and [GitHub Copilot](https://github.com/features/copilot) are coding agents built around repository work. [Gumloop](https://www.gumloop.com/), [n8n](https://n8n.io/), and Sim are workflow platforms that can connect a code-writing action to a destination such as Slack, a CRM, or a database.
+[Cursor](https://cursor.com/), [Claude Code](https://claude.com/product/claude-code), and [GitHub Copilot](https://github.com/features/copilot) are coding agents built around repository work. [Gumloop](https://www.gumloop.com/), [n8n](https://n8n.io/), and Sim are workflow platforms that can connect code execution to applications such as Slack, a CRM, or a database.
+
+The categories overlap when a workflow executes custom code or exposes tools to a coding agent. Sim includes a [Function block for custom JavaScript](https://docs.sim.ai/workflows/blocks/function), while [Mothership](https://docs.sim.ai/mothership) lets you describe workflows in natural language.
 
-The overlap is real. Sim includes a Function block for custom JavaScript in a workflow, and [Mothership](https://docs.sim.ai/mothership) lets users describe workflows in natural language. But Sim is not a replacement for an in-IDE coding agent when the job is writing and shipping a codebase. It fits when a code-executing step needs to participate in a larger agent that also uses other tools and data. For the distinction between agent-style automation and older rule-based systems, see [AI agents vs. RPA](https://www.sim.ai/library/ai-agents-vs-rpa).
+Sim does not replace an in-IDE coding agent for writing and shipping a codebase. It supports workflows in which code execution is one step in an automated process involving external tools or data. Sim's guide to [AI agents and RPA](https://www.sim.ai/library/ai-agents-vs-rpa) explains how agent-based automation differs from rule-based automation.
 
-## What are the best agentic AI coding tools right now?
+## Which agentic AI coding tools fit each use case?
 
-The right pick depends on whether the work is writing code in a particular codebase or orchestrating code generation as part of a broader workflow.
+Choose an in-IDE agent for work inside a codebase and an agent-workflow platform for processes that coordinate code execution with other applications or data.
 
 ### In-IDE coding agents
 
-- [**Cursor**](https://cursor.com/) is an AI-native code editor built on VS Code, with an agent mode that edits across files, runs terminal commands, and works from markdown-based project instructions. It can use models from OpenAI, Anthropic, and Google depending on the task. Pricing starts with a free Hobby tier; [Pro is $20 per month](https://cursor.com/pricing) with extended agent usage, and Teams is [$40 per seat per month billed monthly or $32 annually](https://cursor.com/blog/teams-pricing-june-2026).
-- [**GitHub Copilot**](https://github.com/features/copilot) added agent mode inside VS Code and other IDEs, letting it plan changes, edit multiple files, and iterate. [GitHub’s pricing page](https://github.com/features/copilot/plans) lists Pro at $10 per user per month and Pro+ at $39 per user per month; [GitHub’s billing documentation](https://docs.github.com/copilot/reference/copilot-billing/models-and-pricing) explains its usage-based billing and states that one AI credit equals $0.01.
-- [**Claude Code**](https://claude.com/product/claude-code) is Anthropic’s terminal-based coding agent, included with Claude’s paid plans rather than sold separately. [Anthropic’s pricing page](https://claude.com/pricing) lists Claude Pro at $17 per month billed annually or $20 per month billed monthly, with Claude Code access; Max plans start at $100 per month for heavier usage.
-- **Windsurf** pricing is no longer independently verifiable on a vendor-owned Windsurf price page. [Cognition’s Devin pricing](https://cognition.com/pricing), where the product now sits, lists Free, Pro ($20 per month), Max ($200 per month), and Team ($80 per month plus $40 per seat) tiers.
-- [**Replit Agent**](https://replit.com/agent) builds and deploys applications from a prompt in Replit’s browser-based environment. [Replit’s pricing page](https://replit.com/pricing) lists a free Starter plan with daily Agent credits; Core is $20 per month billed annually ($25 month-to-month), includes $25 of monthly credits, and permits up to two agents in parallel. Pro is $95 per month billed annually ($100 month-to-month), includes $100 of monthly credits, and permits up to 10 parallel agents. Enterprise is custom.
+- **[Cursor](https://cursor.com/)**
+   is an AI-native code editor built on VS Code, with an [agent mode that edits files and runs terminal commands](https://cursor.com/docs/agent/overview), and works from [markdown-based project instructions](https://cursor.com/docs/rules). It can use models from OpenAI, Anthropic, and Google depending on the task. Cursor offers a free Hobby tier. [Cursor Pro costs $20 per month](https://cursor.com/pricing), while [Teams costs $40 per seat with monthly billing](https://cursor.com/blog/teams-pricing-june-2026).
+- **[GitHub Copilot](https://github.com/features/copilot)**
+   added [agent mode inside supported IDEs](https://docs.github.com/copilot/using-github-copilot/asking-github-copilot-questions-in-your-ide), letting it plan changes, edit multiple files, and iterate.
+   [GitHub's Copilot plans](https://github.com/features/copilot/plans) list Pro at $10 per user per month and Pro+ at $39 per user per month. [GitHub's billing documentation](https://docs.github.com/copilot/reference/copilot-billing/models-and-pricing) describes usage-based charges and values one AI credit at $0.01.
+- **[Claude Code](https://claude.com/product/claude-code)**
+   is [Anthropic’s terminal-based coding agent](https://docs.anthropic.com/en/docs/claude-code), included with Claude’s paid plans rather than sold separately.
+   [Anthropic's Claude pricing](https://claude.com/pricing) lists Claude Pro at $17 per month with annual billing or $20 with monthly billing, including Claude Code access. Max plans start at $100 per month and include higher usage limits.
+- **[Windsurf](https://windsurf.com/)** is an AI coding environment that supports [repository-aware editing and agent-based development workflows](https://docs.windsurf.com/windsurf/getting-started). Check Windsurf's official site for current plan details.
+- **[Replit Agent](https://replit.com/agent)**
+   builds and deploys applications from a prompt in Replit’s browser-based environment.
+   [Replit’s pricing page](https://replit.com/pricing) lists a free Starter plan alongside paid Core, Pro, and Enterprise options. Check the official page for current prices and included usage.
 
 ### Agent-workflow platforms that can run a coding step
 
-- **Sim** is an Apache 2.0-licensed AI workspace where a code-writing step is one block in a larger workflow. A team can describe a workflow to [Mothership](https://docs.sim.ai/mothership) in natural language, add a Function block for custom code, and deploy the finished workflow as a REST API, hosted chat experience, or MCP server. A workflow built once can be exposed as an MCP tool that a compatible coding agent calls, connecting IDE-based agents to a team’s own automations and data.
-- [**Gumloop**](https://www.gumloop.com/) is a hosted, no-code automation platform. Its own [agentic AI tools roundup](https://www.gumloop.com/blog/agentic-ai-tools) groups Cursor alongside workflow tools such as itself, n8n, and Zapier, illustrating why the category needs a clearer split. That page lists a free tier and paid plans starting at $37 per month.
-- [**n8n**](https://n8n.io/) is a fair-code, self-hostable workflow platform with a visual canvas and its own code step. [n8n’s pricing page](https://n8n.io/pricing) lists cloud Starter at €20 per month billed annually for 2,500 workflow executions and one shared project, Pro at €50 per month billed annually for 10,000 executions, and Business at €667 per month billed annually. Its Business plan includes self-hosting, SSO/SAML/LDAP, and Git-based version control; Enterprise is custom. The self-hosted Community Edition is free under [n8n’s Sustainable Use License](https://docs.n8n.io/sustainable-use-license/).
+- **[Sim](https://www.sim.ai/)** is an [Apache 2.0-licensed](https://github.com/simstudioai/sim) agent-workflow platform in which custom code can run as one step in a larger process. You can describe a workflow with [Mothership](https://docs.sim.ai/mothership) and add custom JavaScript through a [Function block](https://docs.sim.ai/workflows/blocks/function).
+- **[Gumloop](https://www.gumloop.com/)** is a hosted, no-code automation platform. Gumloop's [agentic AI tools roundup](https://www.gumloop.com/blog/agentic-ai-tools) describes how it fits alongside tools such as Cursor, n8n, and Zapier. Check Gumloop's official site for current pricing.
+- **[n8n](https://n8n.io/)** is a fair-code, self-hostable workflow platform with a visual canvas and a [code step](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.code). [n8n's pricing page](https://n8n.io/pricing) lists cloud Starter at €20 per month billed annually with one shared project. Pro costs €50 per month billed annually, while Business costs €667 per month billed annually. Business includes self-hosting, SSO, SAML, LDAP, and Git-based version control. Enterprise pricing is custom. The self-hosted Community Edition is free under [n8n's Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license/).
+
+### Agentic coding tools by use case
+
+- **Code review:** [Cursor](https://cursor.com/docs/agent/overview), [GitHub Copilot](https://docs.github.com/copilot/using-github-copilot/asking-github-copilot-questions-in-your-ide), and [Claude Code](https://docs.anthropic.com/en/docs/claude-code) can review changes with repository context.
+- **Debugging:** [Cursor](https://cursor.com/docs/agent/overview) can investigate problems, run terminal commands, and revise code in the editor.
+- **Test generation:** [Cursor](https://cursor.com/docs/agent/overview) and [GitHub Copilot](https://docs.github.com/copilot/using-github-copilot/asking-github-copilot-questions-in-your-ide) can create tests within an IDE-based coding workflow.
+- **Refactoring:** [Cursor](https://cursor.com/docs/agent/overview), [GitHub Copilot](https://docs.github.com/copilot/using-github-copilot/asking-github-copilot-questions-in-your-ide), [Claude Code](https://docs.anthropic.com/en/docs/claude-code), and [Windsurf](https://docs.windsurf.com/windsurf/getting-started) can modify code across multiple files.
+
+These groupings describe supported use cases rather than relative performance. Compare the tools with the same repository, task, model settings, and review criteria before choosing one.
 
-## How do the top agentic AI coding tools compare?
+## How do these agentic AI tools compare?
 
-| Tool | Category | Build model | License / hosting | Deployment surface | Starting price |
+| Tool | Category | Interaction model | License and hosting | Primary interface | Starting price |
 | --- | --- | --- | --- | --- | --- |
-| Cursor | In-IDE coding agent | Chat + agent mode in editor | Proprietary, local app | Local IDE | Free (Hobby); [$20/mo Pro](https://cursor.com/pricing) |
-| GitHub Copilot | In-IDE coding agent | Agent mode in IDE | Proprietary, cloud | IDE plugin | Free tier; [$10/mo Pro](https://github.com/features/copilot/plans) |
-| Claude Code | In-IDE/terminal coding agent | Terminal-based agent | Proprietary, cloud | CLI / terminal | [$17–20/mo](https://claude.com/pricing) via Claude Pro |
-| Windsurf / Cognition | In-IDE coding agent | Local + cloud agents in one IDE | Proprietary, local app | Local IDE | See [Cognition’s Devin pricing](https://cognition.com/pricing) |
-| Replit Agent | App-building agent | Prompt-to-deployed-app | Proprietary, cloud | Hosted app | Free (Starter); [$20/mo Core](https://replit.com/pricing), billed annually |
-| Sim | Agent-workflow platform | Natural language, visual canvas, or API | Apache 2.0, self-host or cloud | API, hosted chat, or MCP server | Free; [$25/user/mo Pro](https://www.sim.ai/pricing) |
-| Gumloop | Agent-workflow platform | Natural language + visual canvas | Proprietary, hosted | API, Slack, hosted agent pages | Free; [$37/mo Pro](https://www.gumloop.com/blog/agentic-ai-tools) |
-| n8n | Agent-workflow platform | Visual canvas + code step | Fair-code, self-host or cloud | API, webhook, self-hosted | Self-host free; [€20/mo Starter cloud](https://n8n.io/pricing), billed annually |
+| Cursor | In-IDE coding agent | Chat and agent mode | Proprietary local app with cloud services | IDE | Free Hobby tier; [Pro costs $20 per month](https://cursor.com/pricing) |
+| GitHub Copilot | In-IDE coding agent | Agent mode in supported IDEs | Proprietary cloud service | IDE extension | Free tier; [Pro costs $10 per month](https://github.com/features/copilot/plans) |
+| Claude Code | Terminal coding agent | Terminal-based agent | Proprietary cloud service | CLI | [Claude Pro costs $17 to $20 per month](https://claude.com/pricing) |
+| Windsurf | In-IDE coding agent | Agent-based IDE | Proprietary local app with cloud services | IDE | Check the [Windsurf website](https://windsurf.com/) for current pricing |
+| Replit Agent | App-building agent | Prompt-to-deployed-app workflow | Proprietary hosted service | Browser-based development environment | Free Starter tier; see [current Replit pricing](https://replit.com/pricing) |
+| Sim | Agent-workflow platform | Natural language, visual canvas, and API | Apache 2.0; self-hosted or cloud | Workflow builder and API | Free tier; [Pro costs $25 per user per month](https://www.sim.ai/pricing) |
+| Gumloop | Agent-workflow platform | Natural language and visual canvas | Proprietary hosted service | Workflow builder | Check the [Gumloop website](https://www.gumloop.com/) for current pricing |
+| n8n | Agent-workflow platform | Visual canvas and code step | Fair-code; self-hosted or cloud | Workflow builder, API, and webhooks | Free self-hosted edition; [Starter Cloud costs €20 per month when billed annually](https://n8n.io/pricing) |
 
 ## Can an agent-workflow platform replace an in-IDE coding agent?
 
-No—not for writing and shipping a codebase. In-IDE agents are designed around codebase context, git workflows, and terminal access that a general workflow platform does not try to replicate.
+An agent-workflow platform does not replace an in-IDE agent for writing and shipping a codebase. In-IDE agents work with codebase context, Git workflows, and terminal access. General workflow platforms instead coordinate actions across applications and data sources.
 
-A workflow platform adds value by connecting a coding agent’s output to the rest of a business process. A Sim workflow can place a completed code change alongside test execution, a Slack notification, and run-level tracing. The actual code work can still happen in an IDE; the workflow coordinates the systems around it. Teams deciding whether they need an agent or a simpler conversational interface can also read [AI agent vs. chatbot](https://www.sim.ai/library/ai-agent-vs-chatbot).
+A workflow platform can connect a coding agent's output to a broader process. The coding agent still modifies the codebase in its development environment, while Sim coordinates supported actions involving other tools and data. If you are deciding between an agent and a conversational interface, read Sim's comparison of an [AI agent and a chatbot](https://www.sim.ai/library/ai-agent-vs-chatbot).
 
 ## Are there open-source agentic AI coding tools?
 
-Yes, though “open source” means different things depending on the tool. Many prominent in-IDE coding agents, including Cursor, Windsurf, and Claude Code, are proprietary applications.
+Yes, but the tools in this article use different license models, including proprietary, source-available, and open-source licenses. Many prominent in-IDE coding agents, including Cursor, Windsurf, and Claude Code, are proprietary applications.
 
-Among workflow platforms that can run a coding step, licensing varies more. n8n uses its [Sustainable Use License](https://docs.n8n.io/sustainable-use-license/), which is source-available but has commercial restrictions. Sim’s core is [licensed under Apache 2.0](https://github.com/simstudioai/sim), a permissive open-source license, and Sim provides [self-hosting guidance](https://docs.sim.ai/self-hosting). For a wider comparison of licensing and deployment models, see [open-source AI agent platforms](https://www.sim.ai/library/open-source-ai-agent-platforms).
+Licensing varies more among workflow platforms that can run code. n8n uses its [Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license/), which is source-available and includes commercial restrictions. Sim's core uses the permissive [Apache License 2.0](https://github.com/simstudioai/sim), and our documentation provides [self-hosting guidance](https://docs.sim.ai/self-hosting). Sim's comparison of [open-source AI agent platforms](https://www.sim.ai/library/open-source-ai-agent-platforms) covers additional licensing and deployment models.
 
 ## Do agentic coding tools support MCP?
 
-The [Model Context Protocol](https://modelcontextprotocol.io/) gives AI clients a standard way to connect to external tools and context. [Claude Code’s documentation](https://docs.anthropic.com/en/docs/claude-code/mcp) and [Cursor’s MCP documentation](https://docs.cursor.com/context/model-context-protocol) describe connecting to external MCP servers for additional tools and context.
+The [Model Context Protocol](https://modelcontextprotocol.io/) gives AI clients a standard way to connect to external tools and context. [Claude Code's MCP documentation](https://docs.anthropic.com/en/docs/claude-code/mcp) and [Cursor's MCP documentation](https://cursor.com/docs/mcp) explain how each product connects to external MCP servers.
 
-Sim supports MCP in both directions: it can connect external MCP servers as tools in a workflow and publish deployed workflows as MCP tools that compatible clients can call. For a full explanation of the protocol, see [what an MCP server is](https://www.sim.ai/library/what-is-an-mcp-server).
+Sim can [connect external MCP servers](https://docs.sim.ai/agents/mcp) to a workflow and [publish deployed workflows as MCP tools](https://docs.sim.ai/workflows/deployment/mcp) for compatible clients. Sim's guide to [MCP servers](https://www.sim.ai/library/what-is-an-mcp-server) explains the protocol and its role in tool connections.
diff --git a/apps/sim/content/library/ai-agent-orchestration-frameworks-explained/index.mdx b/apps/sim/content/library/ai-agent-orchestration-frameworks-explained/index.mdx
index 87fdc1afc48..f6f43f7bfe3 100644
--- a/apps/sim/content/library/ai-agent-orchestration-frameworks-explained/index.mdx
+++ b/apps/sim/content/library/ai-agent-orchestration-frameworks-explained/index.mdx
@@ -58,7 +58,7 @@ Code-first frameworks let engineers express agent orchestration directly in soft
 
 [CrewAI organizes multi-agent orchestration](https://docs.crewai.com/en/concepts/crews) around agents with defined roles, goals, and tools. A crew assigns tasks to agents and controls how they collaborate, while [CrewAI Flows](https://docs.crewai.com/en/concepts/flows) add event-driven steps and state management around that collaboration. The role-based model works well when a workflow maps naturally to specialists, such as a researcher passing findings to a writer.
 
-The open-source frameworks do not provide a complete application by themselves. You may still need to assemble an end-user interface, deployment infrastructure, authentication, integrations, and production monitoring. [LangGraph Platform](https://docs.langchain.com/langgraph-platform/overview) and [CrewAI Enterprise](https://docs.crewai.com/en/enterprise/introduction) offer related services and tooling, but adopting those products introduces additional architecture and operating choices.
+The open-source frameworks do not provide a complete application by themselves. You may still need to assemble an end-user interface, deployment infrastructure, authentication, integrations, and production monitoring. [LangGraph Platform](https://docs.langchain.com/langsmith/deployment) and [CrewAI Enterprise](https://docs.crewai.com/en/enterprise/introduction) offer related services and tooling, but adopting those products introduces additional architecture and operating choices.
 
 Sim takes a different approach by packaging visual and natural-language building, deployment, and execution logs in one workspace. That approach can shorten the path between a prototype and an inspectable deployed system, while code-first frameworks preserve more control over implementation details. For a closer look at the tradeoffs, see these [LangGraph alternatives](https://www.sim.ai/library/langgraph-alternatives).
 
@@ -66,7 +66,7 @@ Sim takes a different approach by packaging visual and natural-language building
 
 Visual and natural-language workflow builders let you assemble orchestration on a canvas instead of defining every state transition in code. You connect triggers, actions, branches, loops, and AI steps as blocks. Some products also let you create or edit those blocks through natural-language instructions.
 
-[n8n](https://docs.n8n.io/flow-logic/) and [Make](https://help.make.com/scenario-editor) center their builders on visual app automation, while [Zapier](https://help.zapier.com/hc/en-us/articles/8496181725453-Create-Zaps) uses trigger-and-action workflows. A trigger starts a predefined sequence, and each node processes data or calls another application. Their respective [AI Agent](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/), [Make AI Agents](https://help.make.com/make-ai-agents-new), and [Zapier Agents](https://help.zapier.com/hc/en-us/articles/30219476645645-Create-an-agent-in-Zapier-Agents) features add model decisions, tool use, and generated outputs within those products. Explicit flow controls govern what happens around each AI step.
+[n8n](https://docs.n8n.io/flow-logic/) and [Make](https://help.make.com/scenario-editor) center their builders on visual app automation, while [Zapier](https://help.zapier.com/hc/en-us/articles/8496181725453-Create-Zaps) uses trigger-and-action workflows. A trigger starts a predefined sequence, and each node processes data or calls another application. Their respective [AI Agent](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/), [Make AI Agents](https://help.make.com/make-ai-agents-new), and [Zapier Agents](https://help.zapier.com/hc/en-us/articles/24393442652557-Build-an-agent-in-Zapier-Agents) features add model decisions, tool use, and generated outputs within those products. Explicit flow controls govern what happens around each AI step.
 
 Sim gives model reasoning a first-class role within the same graph as deterministic control. A [Sim workflow](https://docs.sim.ai/introduction) can combine Agent blocks with functions, conditions, routers, loops, parallel branches, integration actions, and human approval. You can therefore reserve model judgment for tasks such as classifying a request while using fixed logic for validation, routing, and sensitive actions.
 
@@ -98,7 +98,7 @@ The product capabilities and license classifications below are current as of Aug
 | [CrewAI](https://docs.crewai.com/en/concepts/crews) | ✅ Code-first roles and tasks | ✅ Multi-agent runtime | 🟡 [Flows and task routing](https://docs.crewai.com/en/concepts/flows) | 🟡 App or API | ✅ Self-hosted, [MIT](https://github.com/crewAIInc/crewAI/blob/main/LICENSE) |
 | [n8n](https://docs.n8n.io/advanced-ai/) | ✅ Visual workflow canvas | 🟡 Agents within automation | ✅ [Branches and loops](https://docs.n8n.io/flow-logic/) | ✅ [Webhooks](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.webhook/), [API](https://docs.n8n.io/api/), [chat](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.chattrigger/) | 🟡 Self-hosted, [fair-code Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license) |
 | [Make](https://help.make.com/scenario-editor) | ✅ Visual workflow canvas | 🟡 [AI inside automation](https://help.make.com/make-ai-agents-new) | ✅ [Routes, filters, iterators](https://help.make.com/router) | 🟡 [Webhooks](https://help.make.com/webhooks) and [API](https://developers.make.com/api-documentation) | ❌ [Proprietary cloud](https://www.make.com/en/terms-and-conditions) |
-| [Zapier](https://help.zapier.com/hc/en-us/articles/8496181725453-Create-Zaps) | ✅ Visual and natural language | 🟡 [Agents plus app automation](https://help.zapier.com/hc/en-us/articles/30219476645645-Create-an-agent-in-Zapier-Agents) | 🟡 [Paths](https://help.zapier.com/hc/en-us/articles/8496277737997-Add-branching-logic-to-Zaps-with-paths) and [approval steps](https://zapier.com/apps/approval/integrations) | 🟡 [Apps](https://zapier.com/apps), [agent chat](https://help.zapier.com/hc/en-us/articles/30219476645645-Create-an-agent-in-Zapier-Agents), [webhooks](https://help.zapier.com/hc/en-us/articles/8496326446989-Send-webhooks-in-Zaps) | ❌ [Proprietary cloud](https://zapier.com/tos) |
+| [Zapier](https://help.zapier.com/hc/en-us/articles/8496181725453-Create-Zaps) | ✅ Visual and natural language | 🟡 [Agents plus app automation](https://help.zapier.com/hc/en-us/articles/24393442652557-Build-an-agent-in-Zapier-Agents) | 🟡 [Paths](https://help.zapier.com/hc/en-us/articles/8496277737997-Add-branching-logic-to-Zaps-with-paths) and [approval steps](https://zapier.com/apps/human-in-the-loop/integrations) | 🟡 [Apps](https://zapier.com/apps), [agent chat](https://help.zapier.com/hc/en-us/articles/24393442652557-Build-an-agent-in-Zapier-Agents), [webhooks](https://help.zapier.com/hc/en-us/articles/8496326446989-Send-webhooks-in-Zaps) | ❌ [Proprietary cloud](https://zapier.com/tos) |
 | Sim | ✅ Natural language, visual, API | ✅ Agent-native runtime | ✅ Branches, loops, approvals | ✅ [API, hosted chat, MCP](https://docs.sim.ai/workflows/deployment) | ✅ Self-hosted, [Apache 2.0 core](https://github.com/simstudioai/sim) |
 | [OpenAI Agents SDK](https://openai.github.io/openai-agents-python/) | ✅ Code-first SDK | ✅ Native agents and handoffs | 🟡 Code-defined routing and guardrails | 🟡 App-managed APIs and interfaces | 🟡 [MIT-licensed SDK](https://github.com/openai/openai-agents-python/blob/main/LICENSE), proprietary services |
 
@@ -118,4 +118,4 @@ Sim combines agent reasoning and deterministic control in one visual workflow gr
 
 Sim's core uses the permissive [Apache 2.0 license](https://github.com/simstudioai/sim), which supports inspection, modification, and self-hosting. Readers evaluating that final deployment option can follow this guide to [turn a workflow into a reusable MCP tool](https://www.sim.ai/library/how-to-turn-a-workflow-into-a-reusable-mcp-tool).
 
-To build your first workflow, follow the [Sim documentation quickstart](https://docs.sim.ai/quickstart).
+To build your first workflow, follow the [Sim documentation quickstart](https://docs.sim.ai/getting-started).
diff --git a/apps/sim/content/library/ai-agents-for-marketing-automation/index.mdx b/apps/sim/content/library/ai-agents-for-marketing-automation/index.mdx
index 1ba3e8eee7d..fb7314e7b0e 100644
--- a/apps/sim/content/library/ai-agents-for-marketing-automation/index.mdx
+++ b/apps/sim/content/library/ai-agents-for-marketing-automation/index.mdx
@@ -77,7 +77,7 @@ You can place a human approval step between drafting and publication. An editor
 
 Campaign reports become more useful when a workflow interprets changes across data sources instead of merely displaying metrics. On a schedule, a Sim workflow can retrieve advertising spend, email engagement, and CRM conversion data from connected tools. An Agent block can compare periods and summarize which campaigns or channels account for the largest changes.
 
-[HubSpot](https://www.hubspot.com/products/reporting-dashboards) and [ActiveCampaign](https://www.activecampaign.com/marketing-analytics) reports primarily organize metrics stored within their own products. They may not explain a cross-tool pattern, such as why paid clicks increased while qualified pipeline declined. The agent can examine records from both systems and write a plain-language summary to a Sim Table. A deterministic branch can also post the summary to Slack when a metric crosses a defined threshold.
+[HubSpot](https://www.hubspot.com/products/reporting-dashboards) and [ActiveCampaign](https://www.activecampaign.com/platform/analytics-and-reporting) reports primarily organize metrics stored within their own products. They may not explain a cross-tool pattern, such as why paid clicks increased while qualified pipeline declined. The agent can examine records from both systems and write a plain-language summary to a Sim Table. A deterministic branch can also post the summary to Slack when a metric crosses a defined threshold.
 
 Sim's block-level traces keep each explanation inspectable. You can review the source data passed into the Agent block and compare it with the generated summary. That record helps you separate observations supported by the data from causal claims that require further investigation. Learn more about what to inspect in our guide to [AI agent observability](https://www.sim.ai/library/ai-agent-observability).
 
@@ -106,7 +106,7 @@ Compare these products by examining where reasoning runs and what context it can
 | Sim | Natural language or visual graph | Built-in agent runtime | Branches, loops, functions, and approvals | Native Tables, Files, and Knowledge Bases | Integrations, APIs, code, MCP, and skills | Hosted models, BYOK, and Enterprise local models | API, hosted chat, and MCP server | Block traces, logs, errors, and run cost |
 | [HubSpot](https://www.hubspot.com/products/marketing) | [Visual workflows and feature configuration](https://knowledge.hubspot.com/workflows/create-workflows) | [AI features inside a CRM suite](https://www.hubspot.com/products/artificial-intelligence) | [Rule-based workflows, branches, and approvals](https://knowledge.hubspot.com/workflows/create-workflows) | [Native CRM records and marketing data](https://www.hubspot.com/products/crm) | [HubSpot tools, channels, and marketplace apps](https://ecosystem.hubspot.com/marketplace/apps) | [HubSpot-managed AI](https://www.hubspot.com/products/artificial-intelligence) | [HubSpot workspace and connected channels](https://www.hubspot.com/products/marketing) | [Workflow history and CRM reporting](https://knowledge.hubspot.com/workflows/view-your-workflow-history) |
 | [ActiveCampaign](https://www.activecampaign.com/platform) | [Visual automation builder](https://www.activecampaign.com/marketing-automation) | [AI features inside marketing automation](https://www.activecampaign.com/ai) | [Triggers, conditions, branches, and goals](https://www.activecampaign.com/marketing-automation) | [Native contacts, deals, and campaign data](https://www.activecampaign.com/platform) | [Marketing channels and connected apps](https://www.activecampaign.com/apps) | [ActiveCampaign-managed AI](https://www.activecampaign.com/ai) | [ActiveCampaign workspace and connected channels](https://www.activecampaign.com/platform) | [Automation reports and activity history](https://help.activecampaign.com/hc/en-us/articles/360000063804-Automations-Performance-report) |
-| [Zapier](https://zapier.com/) | [No-code trigger-action builder](https://zapier.com/how-it-works) | [Agents sit beside Zaps](https://zapier.com/agents) | [Paths, filters, loops, and approvals](https://zapier.com/features) | [Zapier Tables and connected apps](https://zapier.com/tables) | [Broad app catalog, APIs, and MCP](https://zapier.com/apps) | [Models through Zapier AI products and apps](https://zapier.com/agents) | [Zaps, Agents, Chatbots, and MCP](https://zapier.com/products) | [Task and activity history](https://help.zapier.com/hc/en-us/articles/8496248813453-View-and-manage-your-Zap-history) |
+| [Zapier](https://zapier.com/) | [No-code trigger-action builder](https://zapier.com/how-it-works) | [Agents sit beside Zaps](https://zapier.com/agents) | [Paths, filters, loops, and approvals](https://zapier.com/features) | [Zapier Tables and connected apps](https://zapier.com/tables) | [Broad app catalog, APIs, and MCP](https://zapier.com/apps) | [Models through Zapier AI products and apps](https://zapier.com/agents) | [Zaps, Agents, Chatbots, and MCP](https://zapier.com/platform) | [Task and activity history](https://help.zapier.com/hc/en-us/articles/8496291148685-View-and-manage-your-Zap-history) |
 | [Make](https://www.make.com/) | [Visual scenario canvas](https://help.make.com/get-started-with-make) | [AI Agent modules inside scenarios](https://www.make.com/en/ai-agents) | [Routers, iterators, filters, and code](https://help.make.com/flow-control) | [Scenario data and connected apps](https://www.make.com/en/integrations) | [Broad app catalog, APIs, code, and MCP](https://www.make.com/en/integrations) | [Models through agent settings and apps](https://www.make.com/en/ai-agents) | [Cloud scenarios and MCP](https://www.make.com/en/ai-agents) | [Scenario execution history](https://help.make.com/scenario-history) |
 | [n8n](https://n8n.io/) | [Node-based low-code builder](https://docs.n8n.io/workflows/) | [AI nodes inside an automation engine](https://docs.n8n.io/advanced-ai/) | [Branches, loops, code, and approvals](https://docs.n8n.io/flow-logic/) | [Workflow data and connected sources](https://docs.n8n.io/workflows/) | [Large node ecosystem, APIs, and code](https://n8n.io/integrations/) | [Multiple model providers and credentials](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/) | [Cloud or self-hosted workflows and webhooks](https://docs.n8n.io/hosting/) | [Execution logs and node-level data](https://docs.n8n.io/workflows/executions/) |
 
diff --git a/apps/sim/content/library/best-ai-agent-builder-2026/index.mdx b/apps/sim/content/library/best-ai-agent-builder-2026/index.mdx
index 957fae4e4dc..d91ba4fdc1c 100644
--- a/apps/sim/content/library/best-ai-agent-builder-2026/index.mdx
+++ b/apps/sim/content/library/best-ai-agent-builder-2026/index.mdx
@@ -3,7 +3,7 @@ slug: best-ai-agent-builder-2026
 title: 'Best AI Agent Builder in 2026: Sim Leads for Open-Source, Self-Hostable Teams'
 description: 'Compare the best AI agent builders in 2026 across open-source licensing, self-hosting, build modes, integrations, deployment options, and pricing.'
 date: 2026-08-01
-updated: 2026-08-28
+updated: 2026-09-08
 authors:
   - andrew
 readingTime: 8
@@ -13,117 +13,194 @@ canonical: https://www.sim.ai/library/best-ai-agent-builder-2026
 draft: false
 faq:
   - q: "What is the best open-source AI agent platform?"
-    a: "Sim is a strong choice for technical builders who want a permissive license, visual and programmatic building, and the option to run agents on their own infrastructure. Its core is available under Apache 2.0."
+    a: "An open-source AI agent platform provides source access under an open-source license. Sim's core uses Apache 2.0 and supports visual and programmatic building with a self-hosting option. You can inspect and modify the core while choosing where to run it."
   - q: "Is Sim really open source?"
-    a: "Yes. Sim's core repository uses the OSI-approved Apache 2.0 license, which permits commercial use, modification, and distribution and includes an express patent grant."
+    a: "Open-source software makes its source available under a license that grants rights to use, inspect, and modify it. Sim's core repository uses the OSI-approved Apache 2.0 license, which permits commercial use, modification, and distribution and includes an express patent grant. Those terms give you more flexibility to operate or adapt the core than a source-available license with additional use restrictions."
   - q: "What is the best AI agent builder for developers?"
-    a: "Sim fits developers who want visual workflows without giving up APIs, custom logic, or infrastructure choice. A workflow can be built through natural language, a visual canvas, or an API and then published for other applications to use."
+    a: "An AI agent builder for developers should support precise workflow construction and programmatic use. Sim provides natural-language interaction, a visual canvas, API access, custom logic, and infrastructure choice. You can build in the interface suited to the task and publish the resulting workflow for other applications to call."
   - q: "Can I self-host an AI agent platform for free?"
-    a: "Yes. Sim's open-source core can be self-hosted without a software seat fee. You remain responsible for infrastructure and any model or external service costs."
+    a: "Self-hosting means running the software on infrastructure you manage. Sim's open-source core can be self-hosted without a software seat fee, although you remain responsible for infrastructure, model usage, and external services. You can avoid hosted seat fees while retaining control over the deployment environment."
   - q: "Is Sim better than n8n or Zapier?"
-    a: "Sim is the better fit when permissive licensing, agent-native context, and infrastructure control are priorities. n8n may fit engineering-led deterministic automation, while Zapier may fit teams that prioritize guided SaaS automation."
+    a: "Sim, n8n, and Zapier serve different primary use cases. Sim fits requirements centered on permissive licensing, native agent context, and infrastructure control, while n8n suits engineering-led workflow automation and Zapier suits guided SaaS automation. Matching the platform to your deployment and workflow requirements avoids paying for capabilities that do not support your main use case."
   - q: "Which AI agent platform fits enterprise security reviews?"
-    a: "The right platform depends on your organization's controls. Sim offers enterprise deployment and governance options, while its open-source core gives technical teams source visibility and infrastructure choice."
-  - q: "What is the best AI agent builder if you write code?"
-    a: "A code-friendly AI agent builder combines programmable interfaces with tools for designing and deploying agent workflows. Sim provides APIs alongside Mothership and a visual block canvas, and it can deploy workflows via hosted chat, API endpoints, or MCP tools. Developers can move from visual prototypes to production services without changing workspaces."
+    a: "An enterprise-ready AI agent platform should support the identity, security, access, administration, and deployment controls required by your review process. Sim offers enterprise deployment and governance options, while its open-source core provides source visibility and infrastructure choice. You can evaluate a managed or self-hosted Sim deployment against your documented security requirements."
 ---
 
-*Last updated: August 2026*
+## [TL;DR](#tldr)
 
-## TL;DR
+**Updated September 2026**
 
-- Among the tools compared here, [Sim](https://www.sim.ai/) is the top AI agent builder for technical users who want a self-hostable workspace licensed under [Apache 2.0](https://github.com/simstudioai/sim).
-- This ranking favors self-hostability and agent-building features over the broader deterministic automation offered by traditional workflow platforms.
-- [n8n](https://n8n.io/) suits engineers who want self-hosted, deterministic workflow automation under its [Sustainable Use License](https://docs.n8n.io/sustainable-use-license/).
-- [Zapier](https://zapier.com/apps) suits nontechnical users who prioritize easy setup and a large app catalog.
-- [Make](https://www.make.com/en/pricing) suits operations users building complex visual automation scenarios.
-- [Gumloop](https://gumloop.com/pricing) suits users who want a managed, no-code AI automation builder.
+- Choose [Sim](https://www.sim.ai/) for an [Apache 2.0](https://github.com/simstudioai/sim), self-hostable workspace and a community of 100,000+ builders.
+- Choose [n8n for self-hosted workflow automation](https://docs.n8n.io/hosting/) under its [fair-code Sustainable Use License](https://docs.n8n.io/sustainable-use-license/).
+- Choose [Zapier for guided setup and a large app catalog](https://zapier.com/apps) when [task-based plans](https://zapier.com/pricing) fit your workload.
+- Choose [Make for visual automation scenarios](https://www.make.com/en); [Make AI Agents](https://www.make.com/en/ai-agents) remains a separate, evolving product surface.
+- Choose [Gumloop for managed, no-code AI automation](https://www.gumloop.com/) without operating the platform's infrastructure.
+- Choose Sim when you need an agent-focused workspace with native context resources, multiple build modes, and self-hosting. Choose the alternatives when their workflow automation or managed-service models better match your use case.
 
-For a wider market survey, see this comparison of the [best AI agent platforms in 2026](https://www.sim.ai/library/best-ai-agent-platforms-2026).
+Sim reports a community of more than 100,000 builders, and its [public GitHub repository](https://github.com/simstudioai/sim) displays the current star and contributor counts.
 
-## Sim ranks first for technical users who self-host
+For a wider market survey, compare the [best AI agent platforms in 2026](https://www.sim.ai/library/best-ai-agent-platforms-2026).
 
-Sim ranks first among these tools for technical builders who prioritize open-source licensing and control over self-hosting. Our [core repository](https://github.com/simstudioai/sim) uses the permissive Apache 2.0 license and supports self-hosting. [Mothership](https://docs.sim.ai/mothership) lets users build and operate workspace resources through natural language. The [Sim workspace](https://sim.ai) provides native data features through Tables and Files, context through Knowledge Bases, and access to [1,000+ integrations](https://www.sim.ai/integrations) and [100+ models](https://www.sim.ai/models). You can deploy the same workflow through an [API or hosted chat](https://docs.sim.ai/workflows/deployment), while other software can call it as an [MCP tool](https://docs.sim.ai/workflows/deployment/mcp).
+## [Comparison table](#comparison-table)
 
-Sim fits you if you want source access and control over where you run the software. If you mainly need simple SaaS automation and do not plan to self-host, choose a managed automation platform with guided onboarding.
+| Tool | License and hosting | Build modes | Integrations | Deployment surfaces | Pricing model | Best-fit buyer |
+| --- | --- | --- | --- | --- | --- | --- |
+| Sim | [Apache 2.0](https://github.com/simstudioai/sim/blob/main/LICENSE); hosted or self-hosted | [Mothership](https://docs.sim.ai/mothership), visual canvas, API | [1,000+ integrations](https://www.sim.ai/integrations) and [major model providers](https://www.sim.ai/models) | [API, hosted chat, and MCP use](https://docs.sim.ai/) | [Free and per-seat hosted plans](https://www.sim.ai/pricing); open-source self-hosting | Technical builders wanting open-source ownership and native workspace context |
+| n8n | [Fair-code](https://docs.n8n.io/sustainable-use-license/); [cloud or self-hosted](https://docs.n8n.io/hosting/) | [Visual workflows and code](https://docs.n8n.io/workflows/) | [Nodes and integrations](https://n8n.io/integrations/) | Cloud or self-hosted workflows | [Execution-based paid plans](https://n8n.io/pricing/) and a self-hosted community edition | Engineers building controlled workflow automation |
+| Zapier | [Vendor-operated cloud service](https://zapier.com/pricing) | [Zaps and Agents](https://zapier.com/agents) | [App catalog](https://zapier.com/apps) | [Hosted automations](https://zapier.com/) | [Task-based plans](https://zapier.com/pricing) | Users automating SaaS tasks |
+| Make | [Vendor-operated cloud service](https://www.make.com/en/pricing) | [Visual scenarios and AI Agents](https://www.make.com/en/ai-agents) | [App connectors](https://www.make.com/en/integrations) | [Hosted scenarios](https://www.make.com/en) | [Credit-based plans](https://www.make.com/en/pricing) | Operations users building multi-step automations |
+| Gumloop | [Managed cloud service](https://www.gumloop.com/pricing) | [No-code AI workflow builder](https://www.gumloop.com/) | [Managed app and data connectors](https://www.gumloop.com/) | [Hosted workflows](https://www.gumloop.com/) | [Credit-based subscriptions](https://www.gumloop.com/pricing) | Users wanting managed AI automation without infrastructure operations |
 
-## Why AI-native architecture beats retrofitted automation
+## [The best AI agent builder for technical, self-hosting teams](#the-best-ai-agent-builder-for-technical-self-hosting-teams)
 
-Every platform in this comparison now advertises AI features: [Zapier Agents](https://zapier.com/agents), [Make AI Agents](https://www.make.com/en/ai-agents), and [n8n's AI workflow tools](https://n8n.io/ai/) sit alongside their established automation products. The difference is when those features arrived relative to each product's foundation.
+Sim is a strong AI agent builder for technical users who prioritize permissive open-source licensing and control over hosting. Sim's [core repository](https://github.com/simstudioai/sim) uses the permissive Apache 2.0 license, displays the project's current star count, and includes self-hosting resources. [Sim reports a community](https://www.sim.ai/) of more than 100,000 builders.
 
-Zapier, Make, and n8n became known for workflows in which a trigger starts a configured sequence of steps. That model works well for moving records between SaaS tools. Agents behave differently: they may select tools based on context, carry relevant state into later steps, and produce variable outputs. Adding a model step to a workflow does not, by itself, redesign the surrounding engine around agent behavior.
+[Mothership](https://docs.sim.ai/mothership) lets you create and operate workspace resources through natural language. The [Sim workspace](https://sim.ai) includes native Tables, Files, and Knowledge Bases, plus [1,000+ integrations](https://www.sim.ai/integrations) and support for [major model providers](https://www.sim.ai/models). According to the [Sim product documentation](https://docs.sim.ai/), you can publish workflows as APIs or hosted chats and make them available to MCP clients.
 
-Sim started from the agent use case. That shows up in three concrete places:
+Sim fits technical builders at startups and enterprise teams that want to limit vendor lock-in through source access and infrastructure choice. If you mainly need simple SaaS automation and do not plan to self-host, a managed automation platform with guided onboarding may suit you better.
 
-- **Context lives in the workspace, not only in glue code.** Tables, Files, and Knowledge Bases are native Sim workspace resources. With general automation platforms, teams often assemble retrieval and storage from connectors such as [n8n integrations](https://n8n.io/integrations/) or [Zapier apps](https://zapier.com/apps).
-- **Three build modes cover the whole team.** [Mothership](https://docs.sim.ai/mothership) handles natural-language interaction, the visual canvas handles precise logic, and the API supports programmatic workflows. Teams can choose a mode that matches the task rather than forcing every contributor into the same interface.
-- **Workflows deploy as callable tools.** The [Sim documentation](https://docs.sim.ai/) covers publishing workflows for applications and MCP clients, allowing external AI assistants to call them directly.
+## [How agent-focused architecture differs from workflow automation](#how-agent-focused-architecture-differs-from-workflow-automation)
 
-The short version: most platforms made AI a feature of an automation product. Sim made agents the foundation and built workspace capabilities around them.
+[Zapier Agents](https://zapier.com/agents), [Make AI Agents](https://www.make.com/en/ai-agents), and [n8n's AI workflow tools](https://n8n.io/ai/) extend products established in workflow automation. Sim instead centers its product on building and operating agents with workspace context.
 
-## Apache 2.0 vs fair-code: what the license actually changes
+Zapier, Make, and n8n became known for workflows in which a trigger starts a configured sequence of steps. That model works well for moving records between SaaS tools. Agents may select tools based on context and carry relevant state into later steps, which makes their execution less predetermined than a configured sequence. Adding a model step to a workflow does not, by itself, redesign the surrounding engine around agent behavior.
+
+Sim supports agent building through native workspace context, multiple build modes, and workflows that external applications can call.
 
-"Open source" gets used loosely in this category, so the distinction matters for legal review. For more licensing context, compare the leading [open-source AI agent platforms](https://www.sim.ai/library/open-source-ai-agent-platforms).
-
-Sim's core is licensed under [Apache 2.0](https://github.com/simstudioai/sim/blob/main/LICENSE), an OSI-approved license. Its terms permit commercial use, modification, and redistribution, and include an express patent grant from contributors. That patent language can matter to enterprise legal teams reviewing the rights attached to software they plan to operate or modify.
-
-n8n uses a [Sustainable Use License and Enterprise License](https://docs.n8n.io/sustainable-use-license/), which n8n describes as fair-code rather than OSI open source. The published terms restrict some commercial uses, including offering functionality that substantially derives its value from n8n. Teams using n8n internally may find those terms workable, while teams embedding automation into a commercial product should have counsel review the exact use case. A deeper [n8n alternatives comparison](https://www.sim.ai/library/n8n-alternatives) covers the practical tradeoffs.
-
-Zapier, Make, and Gumloop present their products as vendor-operated services through their respective [Zapier plans](https://zapier.com/pricing), [Make plans](https://www.make.com/en/pricing), and [Gumloop plans](https://www.gumloop.com/pricing). Teams that require source modification or operation of the full platform on their own infrastructure should evaluate those constraints before adopting one.
-
-## Enterprise requirements
-
-Open-source adoption often reaches a security and governance review before production. Sim's [pricing and enterprise materials](https://www.sim.ai/pricing) describe options intended for those reviews:
-
-- **SSO and SAML** for identity provider integration on supported enterprise deployments
-- **SOC 2 Type II** and security review materials for vendor assessment
-- **BYOK (bring your own key)** options for teams that want to use their own model-provider credentials
-- **Access controls** for governing workspace and workflow operations
-- **Programmatic administration** for teams integrating provisioning and deployment into internal processes
-- **Workspace branding, import, and export** options for managed environments
-- **Self-hosting choices** for organizations that need greater control over network and data boundaries
-
-Exact controls and deployment responsibilities should be confirmed with Sim for the selected plan. Teams comparing credential strategies can also read this guide to a [BYOK multi-model AI agent builder](https://www.sim.ai/library/byok-multi-model-ai-agent-builder).
-
-## How Sim compares on the criteria that matter
-
-The ranking weighs ownership, building flexibility, production use, and cost because those factors determine whether a platform fits your technical requirements and operating model.
-
-- **License and self-hosting** determine whether you can inspect and modify the source, then run the software on your own infrastructure.
-- **Build modes** show whether you can create agents with a visual editor or code, including natural-language controls.
-- **Integrations and models** measure how readily agents can connect your existing tools and data with the model providers you choose.
-- **Deployment options** define how you can publish a finished agent—for example, through an API or chat interface—and whether other software can call it as a tool.
-- **Pricing model** reveals whether costs depend on seats, tasks, platform credits, model usage, or infrastructure you operate, as seen in [Zapier's task-based plans](https://zapier.com/pricing), [Make's credit-based plans](https://www.make.com/en/pricing), and [Gumloop's credit-based plans](https://gumloop.com/pricing).
-
-## Ranked alternatives: n8n, Zapier, Make, and Gumloop
-
-The main trade-off is between infrastructure ownership and managed convenience. n8n is the closest alternative for self-hosting, while Zapier, Make, and Gumloop trade hosting control for managed operation.
-
-1. **n8n is an alternative for deterministic, developer-controlled automation.** Its [Sustainable Use License](https://docs.n8n.io/sustainable-use-license/) permits self-hosting under its terms, and its [node-based editor](https://docs.n8n.io/workflows/) exposes triggers, branches, and execution paths. n8n fits you if you prioritize deterministic workflows but do not need software under Sim's permissive [Apache 2.0 license](https://github.com/simstudioai/sim).
-2. **Zapier is an alternative for users who prioritize a broad app catalog and guided onboarding.** Zapier's [app directory](https://zapier.com/apps) documents its connector catalog, and its guided workflow builder lets nontechnical users connect SaaS products without managing servers. Zapier fits business users who want managed SaaS automation and do not need source access or self-hosting. See the broader guide to the [best Zapier alternatives](https://www.sim.ai/library/best-zapier-alternatives) for additional options.
-3. **Make gives operations users detailed visual control over multi-step automations.** Make's [visual platform](https://www.make.com/en/visual-platform) exposes data mappings, filters, branches, and execution routes on a scenario canvas. Make fits you if you already use its scenario-building model or need to inspect complex workflows visually.
-4. **Gumloop provides a no-code builder for AI-focused automation.** Gumloop's [hosted platform](https://www.gumloop.com/) lets users assemble workflows around models and business tools without operating the supporting infrastructure. Gumloop fits you if you want to build AI agent-style automations and prefer a hosted service over self-hosting.
-
-## Comparison table
-
-The clearest dividing line is ownership: Sim and n8n support self-hosting, while Zapier, Make, and Gumloop are managed services. Sim alone in this comparison pairs Apache 2.0 licensing with agent-focused deployment through hosted chat and MCP.
-
-| Tool | License and hosting | Build modes | Integrations | Deployment options | Best-fit buyer |
-| --- | --- | --- | --- | --- | --- |
-| Sim | [Apache 2.0](https://github.com/simstudioai/sim), cloud, or self-hosted | [Mothership](https://docs.sim.ai/mothership), visual canvas, APIs | [1,000+ integrations and 100+ models](https://www.sim.ai/) | [API, hosted chat, or MCP](https://docs.sim.ai/workflows/deployment) | Technical builders wanting open-source ownership and native Tables, Files, and Knowledge Bases |
-| n8n | [Fair-code, cloud, or self-hosted](https://docs.n8n.io/sustainable-use-license/) | [Visual workflows and code](https://docs.n8n.io/workflows/) | [App nodes and APIs](https://n8n.io/integrations/) | [Cloud or self-hosted workflows](https://docs.n8n.io/hosting/) | Engineers building deterministic automations |
-| Zapier | [Proprietary cloud](https://zapier.com/pricing) | [Zaps and AI-assisted building](https://zapier.com/agents) | [Large app catalog](https://zapier.com/apps) | [Hosted automations](https://zapier.com/) | Nontechnical users automating SaaS tasks |
-| Make | [Proprietary cloud](https://www.make.com/en/pricing) | [Visual scenario builder](https://www.make.com/en/visual-platform) | [App connectors and APIs](https://www.make.com/en/integrations) | [Hosted scenarios](https://www.make.com/en/visual-platform) | Operations users building complex multi-step automations |
-| Gumloop | [Proprietary managed cloud](https://gumloop.com/pricing) | [No-code AI workflow builder](https://www.gumloop.com/) | [App and data connectors](https://www.gumloop.com/) | [Hosted AI workflows](https://www.gumloop.com/) | Users wanting managed AI automation without infrastructure ownership |
-
-## Pricing and self-hosting
-
-Sim offers two separate paths, and it is worth being precise about the difference because they are often confused.
-
-**The open-source core can be self-hosted without a Sim seat fee.** Clone the [Apache 2.0 repository](https://github.com/simstudioai/sim) and follow its current deployment instructions. Your infrastructure, model usage, and external services remain your responsibility; the open-source software itself is not metered as a hosted Sim plan.
-
-**The hosted plans are separate.** The current [Sim pricing page](https://www.sim.ai/pricing) lists Free, Pro, Max, and Enterprise options with their current prices, credits, and included features. Enterprise self-hosting refers to supported enterprise deployment rather than a requirement to buy a contract before using the open-source repository. Because prices and allowances can change, use the pricing page for a current cost model rather than relying on a static comparison.
-
-## Getting started with Sim
-
-Choose Sim if Apache 2.0 licensing, self-hosting, and flexible agent deployment are more important to you than a fully managed automation experience. Explore Sim through the hosted product at [sim.ai](https://sim.ai), or review the [Apache 2.0-licensed repository](https://github.com/simstudioai/sim) if you prefer to run Sim on your own infrastructure.
+- **Context lives in the workspace, not only in glue code.**
+    Tables, Files, and Knowledge Bases are native Sim workspace resources. With general automation platforms, teams often assemble retrieval and storage from connectors such as
+    [n8n integrations](https://n8n.io/integrations/)
+    or
+    [Zapier apps](https://zapier.com/apps)
+    .
+- **Multiple build modes support different tasks.**
+[Mothership](https://docs.sim.ai/mothership)
+    handles natural-language interaction, the visual canvas handles precise logic, and the API supports programmatic workflows. You can choose a mode that matches the task instead of requiring every contributor to use the same interface.
+- **Workflows deploy as callable tools.**
+    The
+    [Sim documentation](https://docs.sim.ai/)
+    covers publishing workflows for applications and MCP clients, allowing external AI assistants to call them directly.
+
+Sim differentiates itself through native workspace resources and agent-focused build and deployment options, while n8n, Zapier, and Make extend established workflow automation products with AI capabilities.
+
+## [Apache 2.0 vs fair-code: what the license actually changes](#apache-20-vs-fair-code-what-the-license-actually-changes)
+
+Apache 2.0 and fair-code licenses grant different rights, so legal reviewers should examine the applicable terms rather than treating both models as open source. For more licensing context, compare the leading
+         [open-source AI agent platforms](https://www.sim.ai/library/open-source-ai-agent-platforms)
+         .
+
+Sim's core is licensed under
+         [Apache 2.0](https://github.com/simstudioai/sim/blob/main/LICENSE)
+         , an OSI-approved license. Its terms permit commercial use, modification, and redistribution, and include an express patent grant from contributors. That patent language can matter to enterprise legal teams reviewing the rights attached to software they plan to operate or modify.
+
+n8n uses a
+         [Sustainable Use License and Enterprise License](https://docs.n8n.io/sustainable-use-license/)
+         , which n8n describes as fair-code rather than OSI open source. The [published n8n license terms](https://docs.n8n.io/sustainable-use-license/) restrict some commercial uses, including products whose value substantially derives from n8n functionality. Teams using n8n internally may find those terms workable, while teams embedding automation into a commercial product should have counsel review the exact use case. A deeper
+         [n8n alternatives comparison](https://www.sim.ai/library/n8n-alternatives)
+         covers the practical tradeoffs.
+
+Zapier, Make, and Gumloop offer vendor-operated services through their respective [Zapier plans](https://zapier.com/pricing), [Make plans](https://www.make.com/en/pricing), and [Gumloop plans](https://www.gumloop.com/pricing). If you require source modification or operation of the full platform on your own infrastructure, confirm whether each service supports those requirements.
+
+## [Enterprise requirements](#enterprise-requirements)
+
+Enterprise buyers commonly assess identity, security, access, administration, and deployment controls before production. Sim's [pricing and enterprise materials](https://www.sim.ai/pricing) describe the following options for that assessment:
+
+- **SSO and SAML**
+    for identity provider integration on supported enterprise deployments
+- **SOC 2 Type II**
+    and security review materials for vendor assessment
+- **BYOK (bring your own key)**
+    options for teams that want to use their own model-provider credentials
+- **Access controls**
+    for governing workspace and workflow operations
+- **Programmatic administration**
+    for teams integrating provisioning and deployment into internal processes
+- **Workspace branding, import, and export**
+    options for managed environments
+- **Self-hosting choices**
+    for organizations that need greater control over network and data boundaries
+
+Confirm feature availability and deployment responsibilities with Sim for your selected plan because the listed controls may vary by plan and deployment model. Teams comparing credential strategies can also read this guide to a
+         [BYOK multi-model AI agent builder](https://www.sim.ai/library/byok-multi-model-ai-agent-builder)
+         .
+
+## [How this comparison evaluates AI agent platforms](#how-this-comparison-evaluates-ai-agent-platforms)
+
+This comparison weighs ownership, build options, deployment methods, integrations, and pricing against your technical requirements and operating model.
+
+- **License and self-hosting**
+    determine whether you can inspect, modify, and run the software on your own infrastructure.
+- **Build modes**
+    show whether you can create agents through natural language, a visual editor, code, or a combination.
+- **Integrations and models**
+    measure how readily agents can use your existing tools, data, and preferred model providers.
+- **Deployment surfaces**
+    define how you can publish a finished agent, such as through an API, chat interface, or callable tool.
+- **Pricing model**
+    reveals whether costs depend on seats, tasks, executions, operations, platform credits, model usage, or infrastructure you operate.
+
+## [Ranked alternatives: n8n, Zapier, Make, and Gumloop](#ranked-alternatives-n8n-zapier-make-and-gumloop)
+
+The ranking prioritizes permissive licensing, agent-focused building, and infrastructure control. If workflow automation, guided SaaS setup, visual scenario design, or a fully managed service matters more, one of the alternatives may fit better.
+
+1. **n8n is the strongest alternative for developer-controlled automation.**
+
+  **Best fit:** Engineers building controlled workflow automation.
+          Its
+          [workflow editor and nodes](https://docs.n8n.io/workflows/)
+          give builders control over triggers, branches, and execution paths, and n8n maintains
+          [self-hosting documentation](https://docs.n8n.io/hosting/)
+          . The principal tradeoff against Sim is its
+          [fair-code licensing](https://docs.n8n.io/sustainable-use-license/)
+          rather than Apache 2.0. Sim also places Tables, Files, and Knowledge Bases in the agent workspace, whereas n8n emphasizes workflows and integrations. Choose n8n if engineering-led workflow automation is the main job and your legal team accepts its terms.
+2. **Zapier emphasizes connector breadth and guided onboarding.**
+
+  **Best fit:** Users automating SaaS tasks.
+          Its
+          [app directory](https://zapier.com/apps)
+          covers a broad catalog of SaaS products, while its
+          [plans meter tasks](https://zapier.com/pricing)
+          . Model your expected task volume against Zapier's current pricing before choosing a plan.
+          [Zapier Agents](https://zapier.com/agents) extends the company's hosted automation ecosystem with agent building. If source access or self-hosting is mandatory, compare Zapier's deployment model with Sim's Apache 2.0 core and self-hosting options. See the broader guide to the
+          [best Zapier alternatives](https://www.sim.ai/library/best-zapier-alternatives)
+          for additional options.
+3. **Make gives operations users detailed visual control over multi-step automations.**
+
+  **Best fit:** Operations users building multi-step automations.
+          Its
+          [visual automation platform](https://www.make.com/en)
+          exposes mappings, filters, branches, and execution routes, while
+          [Make AI Agents](https://www.make.com/en/ai-agents)
+          adds agent-oriented building. Choose Make if visual scenario design and Make's
+          [connector ecosystem](https://www.make.com/en/integrations)
+          are primary requirements, and validate the current AI Agents release status before using it for a production-critical system.
+4. **Gumloop is a managed, no-code approach to AI-focused automation.**
+
+  **Best fit:** Users wanting managed AI automation without infrastructure operations.
+          Its
+          [platform](https://www.gumloop.com/)
+          assembles workflows around models and business tools, and its
+          [published subscriptions](https://www.gumloop.com/pricing)
+          use platform credits. Choose Gumloop if you prefer a managed workflow service and do not need to operate or modify the underlying platform.
+
+## [Pricing and self-hosting](#pricing-and-self-hosting)
+
+Sim separates its self-hosted open-source core from its hosted subscription plans.
+
+**The open-source core can be self-hosted without a Sim seat fee.**
+         Clone the
+         [Apache 2.0 repository](https://github.com/simstudioai/sim)
+         and follow its current deployment instructions. You remain responsible for infrastructure, model usage, and external service costs. Sim does not meter the open-source software as a hosted seat plan.
+
+**The hosted plans are separate.**
+         The current
+         [Sim pricing page](https://www.sim.ai/pricing)
+         lists Free, Pro, Max, and Enterprise options with their current prices, credits, and included features. Enterprise self-hosting refers to supported enterprise deployment rather than a requirement to buy a contract before using the open-source repository. Use the [current Sim pricing and allowances](https://www.sim.ai/pricing) to build your cost model because plan details can change.
+
+## [Getting started with Sim](#getting-started-with-sim)
+
+Sim's open-source core gives you source access and a self-hosting option, while the hosted product provides a managed way to start building. Start building with the hosted product at
+         [sim.ai](https://sim.ai)
+         , or clone the
+         [Apache 2.0 repository](https://github.com/simstudioai/sim)
+         to run Sim on your own infrastructure.
diff --git a/apps/sim/content/library/best-ai-agent-platforms-for-connecting-your-existing-tools/index.mdx b/apps/sim/content/library/best-ai-agent-platforms-for-connecting-your-existing-tools/index.mdx
index 0799fda876f..1c1909a1c72 100644
--- a/apps/sim/content/library/best-ai-agent-platforms-for-connecting-your-existing-tools/index.mdx
+++ b/apps/sim/content/library/best-ai-agent-platforms-for-connecting-your-existing-tools/index.mdx
@@ -46,7 +46,7 @@ Teams seeking an open, self-hostable option can [start building with Sim](https:
 - **Best visual scenario builder:** [Make](https://www.make.com/en)
 - **Best for self-hosted deterministic automation:** [n8n](https://docs.n8n.io/hosting/)
 - **Best managed no-code AI integration platform:** [Gumloop](https://docs.gumloop.com)
-- **Best for enterprise governance:** [Workato](https://docs.workato.com/user-accounts-and-teams/workspace-roles.html)
+- **Best for enterprise governance:** [Workato](https://docs.workato.com/user-accounts-and-teams/role-based-access/access-control-v2.html)
 
 For a broader view of the category, see our guides to the [best AI automation tools](https://www.sim.ai/library/best-ai-automation-tools-2026) and [open-source AI agent platforms](https://www.sim.ai/library/open-source-ai-agent-platforms).
 
@@ -100,7 +100,7 @@ The [Apache 2.0 licensed core](https://github.com/simstudioai/sim) gives buyers
 
 - Sim's catalog remains smaller than the broader catalogs of established automation vendors.
 - Buyers seeking simple, prebuilt app-to-app recipes may prefer a conventional no-code automation product.
-- [Workato documents an established enterprise integration and governance stack](https://docs.workato.com/user-accounts-and-teams/workspace-roles.html).
+- [Workato documents an established enterprise integration and governance stack](https://docs.workato.com/user-accounts-and-teams/role-based-access/access-control-v2.html).
 
 ### Pricing
 
@@ -121,13 +121,13 @@ The [Airtable connector](https://zapier.com/apps/airtable/integrations) supports
 - [Zapier's app directory](https://zapier.com/apps) covers many SaaS tools.
 - Its [Slack](https://zapier.com/apps/slack/integrations) and [Notion](https://zapier.com/apps/notion/integrations) connectors provide documented read, write, and instant-trigger options.
 - [API Request actions](https://help.zapier.com/hc/en-us/articles/12899607716493-Send-API-requests-in-Zaps) can fill native-action gaps while retaining Zapier authentication.
-- The [managed service](https://zapier.com/terms-of-service) removes infrastructure and upgrade work.
+- The [managed service](https://zapier.com/terms) removes infrastructure and upgrade work.
 
 ### Cons
 
 - [Polling intervals](https://help.zapier.com/hc/en-us/articles/8496244568589-How-often-does-Zapier-check-for-new-data) can delay time-sensitive workflows.
 - Zapier's separately presented [automation](https://zapier.com/pricing) and [Agents](https://zapier.com/agents) products can make AI workflow costs harder to estimate.
-- [Zapier describes its service as a hosted platform](https://zapier.com/terms-of-service), not a self-hostable runtime.
+- [Zapier describes its service as a hosted platform](https://zapier.com/terms), not a self-hostable runtime.
 
 ### Pricing
 
@@ -182,7 +182,7 @@ Native integration depth varies by app. The [Notion node](https://docs.n8n.io/in
 
 ### Cons
 
-- [n8n uses its Sustainable Use License](https://docs.n8n.io/sustainable-use-license/), a fair-code license rather than a permissive OSI-approved open-source license.
+- [n8n uses its Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license/), a fair-code license rather than a permissive OSI-approved open-source license.
 - The operations and trigger coverage shown in [n8n's node documentation](https://docs.n8n.io/integrations/) vary by node.
 - Technical flexibility comes with more deployment, security, upgrade, and maintenance work than a managed no-code platform.
 
@@ -196,15 +196,15 @@ Native integration depth varies by app. The [Notion node](https://docs.n8n.io/in
 
 **Best for:** Non-technical operations and go-to-market teams that want a polished managed canvas and AI-assisted connector setup without operating infrastructure.
 
-Gumloop emphasizes managed no-code workflows and generated connectors over manual API work. Its documentation describes [AI-created triggers](https://docs.gumloop.com/core-concepts/triggers) that monitor external apps, while its [Slack integration](https://docs.gumloop.com/integrations/slack) can connect workflows with Slack.
+Gumloop emphasizes managed no-code workflows and generated connectors over manual API work. Its documentation describes [AI-created triggers](https://docs.gumloop.com/core-concepts/triggers) that monitor external apps, while its [Slack integration](https://docs.gumloop.com/nodes/mcp/slack) can connect workflows with Slack.
 
-Gumloop's [public documentation](https://docs.gumloop.com) does not itemize its Notion and Airtable actions with the same detail as several competitors. Buyers may need to test which records can be read, which fields can be updated, and whether a required event uses webhooks or polling. [MCP integrations](https://docs.gumloop.com/integrations/mcp) can cover some native-catalog gaps, but teams should test every required action before adoption.
+Gumloop's [public documentation](https://docs.gumloop.com) does not itemize its Notion and Airtable actions with the same detail as several competitors. Buyers may need to test which records can be read, which fields can be updated, and whether a required event uses webhooks or polling. [MCP integrations](https://docs.gumloop.com/nodes/mcp/custom_mcp_servers) can cover some native-catalog gaps, but teams should test every required action before adoption.
 
 ### Pros
 
 - [Gumloop's no-code canvas](https://docs.gumloop.com) makes workflow setup accessible without programming.
 - [AI-assisted trigger creation](https://docs.gumloop.com/core-concepts/triggers) can connect external apps.
-- [Documented MCP support](https://docs.gumloop.com/integrations/mcp) expands access to external tools and data.
+- [Documented MCP support](https://docs.gumloop.com/nodes/mcp/custom_mcp_servers) expands access to external tools and data.
 - [Workflow templates](https://www.gumloop.com/templates) cover common business use cases.
 
 ### Cons
@@ -226,13 +226,13 @@ As of August 2026, [Gumloop's pricing page](https://gumloop.com/pricing) uses cr
 
 Workato's [integrations catalog](https://www.workato.com/integrations) covers a broad range of enterprise and business systems. The platform emphasizes managed enterprise integration, centralized administration, and governed automation.
 
-Slack setup can require more administration than one-click OAuth flows. Workato's [Slack trigger documentation](https://docs.workato.com/connectors/slack/triggers.html) describes creating and configuring a custom Slack app for event triggers. [Workbot for Slack](https://docs.workato.com/workbot-for-slack.html) can then place workflow interactions inside Slack.
+Slack setup can require more administration than one-click OAuth flows. Workato's [Slack trigger documentation](https://docs.workato.com/connectors/slack/triggers.html) describes creating and configuring a custom Slack app for event triggers. [Workbot for Slack](https://docs.workato.com/en/workbot/workbot.html) can then place workflow interactions inside Slack.
 
 ### Pros
 
-- Workato's [connector catalog](https://www.workato.com/integrations) and [workspace administration](https://docs.workato.com/user-accounts-and-teams/workspace-roles.html) suit complex enterprise environments.
-- [Workbot](https://docs.workato.com/workbot-for-slack.html) lets employees interact with cross-application workflows from Slack.
-- [Workspace roles and privileges](https://docs.workato.com/user-accounts-and-teams/workspace-roles.html) support controlled administration.
+- Workato's [connector catalog](https://www.workato.com/integrations) and [workspace administration](https://docs.workato.com/user-accounts-and-teams/role-based-access/access-control-v2.html) suit complex enterprise environments.
+- [Workbot](https://docs.workato.com/en/workbot/workbot.html) lets employees interact with cross-application workflows from Slack.
+- [Workspace roles and privileges](https://docs.workato.com/user-accounts-and-teams/role-based-access/access-control-v2.html) support controlled administration.
 
 ### Cons
 
@@ -266,7 +266,7 @@ No platform fits every integration requirement, so choose according to the tools
 - **Maximum catalog breadth:** Choose [Zapier](https://zapier.com/apps) when broad app coverage matters most. Choose [Make](https://www.make.com/en/integrations) when you also want a visual canvas with detailed branching.
 - **Self-hosted deterministic automation:** Choose [n8n](https://docs.n8n.io/hosting/) when technical users want to manage infrastructure, add code, and use HTTP requests when native nodes fall short.
 - **Managed visual automation:** Choose [Gumloop](https://docs.gumloop.com) when non-technical operators value guided setup and AI-assisted workflow building more than publicly itemized connector depth.
-- **Enterprise governance:** Choose [Workato](https://docs.workato.com/user-accounts-and-teams/workspace-roles.html) when IT needs centralized administration, access controls, and governed automation across complex business systems.
+- **Enterprise governance:** Choose [Workato](https://docs.workato.com/user-accounts-and-teams/role-based-access/access-control-v2.html) when IT needs centralized administration, access controls, and governed automation across complex business systems.
 - **AI reasoning with write-back:** Choose [Sim](https://sim.ai) when an agent must reason over business data, decide what action to take, and write results into connected tools.
 
 Before committing, verify that the platform supports the exact read actions, write actions, and trigger types your workflow requires. A large catalog does not guarantee deep access to every app.
@@ -277,7 +277,7 @@ Sim is a strong choice for teams that need AI reasoning, write-back actions, rea
 
 Sim also gives buyers more deployment control than the managed platforms in this guide. Its Apache 2.0 core supports self-hosting, while custom API calls and MCP connections provide fallback options when a native integration lacks the required action.
 
-[Zapier](https://zapier.com/apps) and [Make](https://www.make.com/en/integrations) offer broad connector catalogs, so either may require less setup for long-tail SaaS tools. [Workato](https://docs.workato.com/user-accounts-and-teams/workspace-roles.html) also documents enterprise governance controls. Sim remains a practical option when priorities include agent reasoning, write-back, model choice, and control over hosting.
+[Zapier](https://zapier.com/apps) and [Make](https://www.make.com/en/integrations) offer broad connector catalogs, so either may require less setup for long-tail SaaS tools. [Workato](https://docs.workato.com/user-accounts-and-teams/role-based-access/access-control-v2.html) also documents enterprise governance controls. Sim remains a practical option when priorities include agent reasoning, write-back, model choice, and control over hosting.
 
 [Build your first agent with Sim](https://sim.ai).
 
diff --git a/apps/sim/content/library/best-ai-agent-platforms-for-enterprise-teams-2026/index.mdx b/apps/sim/content/library/best-ai-agent-platforms-for-enterprise-teams-2026/index.mdx
index 9dde21729ac..92678c16030 100644
--- a/apps/sim/content/library/best-ai-agent-platforms-for-enterprise-teams-2026/index.mdx
+++ b/apps/sim/content/library/best-ai-agent-platforms-for-enterprise-teams-2026/index.mdx
@@ -29,12 +29,12 @@ faq:
 ## TL;DR
 
 1. **Sim** uses an [Apache 2.0 core](https://github.com/simstudioai/sim), while its [Enterprise plan](https://www.sim.ai/pricing) adds SSO, access control, audit logs, SOC 2, governed self-hosting, and dedicated support.
-2. **n8n** uses a [fair-code license](https://docs.n8n.io/sustainable-use-license/) and offers [self-hosting and enterprise governance](https://n8n.io/enterprise/) for technical operators.
+2. **n8n** uses a [fair-code license](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) and offers [self-hosting and enterprise governance](https://n8n.io/enterprise/) for technical operators.
 3. **Zapier** is [proprietary cloud software with enterprise administration](https://zapier.com/enterprise) and no customer-operated self-hosting.
 4. **Make** is proprietary cloud software with [enterprise controls built around visual scenario automation](https://www.make.com/en/enterprise).
 5. **Gumloop** is proprietary and provides [SAML, SCIM, RBAC, audit controls, retention policies, and managed deployment](https://www.gumloop.com/enterprise).
-6. **Workato** is proprietary and offers [iPaaS governance for complex enterprise integrations](https://www.workato.com/enterprise).
-7. **Dust** is proprietary and [governs collaborative agents that work with company knowledge](https://dust.tt/home/enterprise).
+6. **Workato** is proprietary and offers [iPaaS governance for complex enterprise integrations](https://www.workato.com/platform).
+7. **Dust** publishes [MIT-licensed source](https://github.com/dust-tt/dust/blob/main/LICENSE) and [governs collaborative agents that work with company knowledge](https://dust.tt/home/enterprise).
 8. **Relevance AI** is proprietary and provides [SSO, RBAC, and audit controls on higher tiers](https://relevanceai.com/pricing) for packaged team agents.
 
 [Explore Sim Enterprise](https://www.sim.ai) for governed deployment. The Apache 2.0 core supports free self-hosting, but Enterprise provides the controls required for organization-wide rollout. For a wider market view, see our guide to the [best AI agent platforms in 2026](https://www.sim.ai/library/best-ai-agent-platforms-2026).
@@ -96,7 +96,7 @@ Sim differs from automation-first platforms in how it applies governance. Enterp
 
 **Best for:** n8n is best for technical teams that want execution-based pricing, a mature self-hosted developer community, and substantial code-level flexibility.
 
-n8n uses a [fair-code Sustainable Use License](https://docs.n8n.io/sustainable-use-license/) rather than Apache 2.0. You can inspect and self-host the source, but the license restricts some commercial uses that an unrestricted open-source license would allow. Enterprise buyers should review those terms before standardizing on n8n.
+n8n uses a [fair-code Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) rather than Apache 2.0. You can inspect and self-host the source, but the license restricts some commercial uses that an unrestricted open-source license would allow. Enterprise buyers should review those terms before standardizing on n8n.
 
 n8n combines [visual workflow automation, code customization, and AI agent tooling](https://docs.n8n.io/advanced-ai/). Its [execution-based pricing](https://n8n.io/pricing/) counts complete workflow runs rather than every step. [Customer-operated deployment](https://docs.n8n.io/hosting/) gives you control over infrastructure and data location, but your engineers must handle upgrades, availability, monitoring, and security.
 
@@ -111,7 +111,7 @@ n8n combines [visual workflow automation, code customization, and AI agent tooli
 
 **Cons**
 
-- The [fair-code license](https://docs.n8n.io/sustainable-use-license/) carries more commercial restrictions than Sim's Apache 2.0 license.
+- The [fair-code license](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) carries more commercial restrictions than Sim's Apache 2.0 license.
 - [Self-hosting](https://docs.n8n.io/hosting/) requires ongoing engineering and operational ownership.
 - Some [governance features require enterprise licensing](https://n8n.io/enterprise/).
 - n8n remains automation-first, although it [supports AI agents](https://docs.n8n.io/advanced-ai/intro-tutorial/).
@@ -129,7 +129,7 @@ n8n combines [visual workflow automation, code customization, and AI agent tooli
 
 Zapier offers a [large application catalog](https://zapier.com/apps), which reduces the need to build custom integrations. Its [Enterprise offering](https://zapier.com/enterprise) provides centralized administration, while [Zapier Agents](https://zapier.com/agents) adds agent capabilities within that ecosystem.
 
-Zapier is a [proprietary cloud service](https://zapier.com/enterprise). It does not publish a customer-operated self-hosting path. Regulated buyers must determine whether Zapier's hosting model, [security program](https://zapier.com/security), and contractual controls satisfy internal data policies.
+Zapier is a [proprietary cloud service](https://zapier.com/enterprise). It does not publish a customer-operated self-hosting path. Regulated buyers must determine whether Zapier's hosting model, [security program](https://zapier.com/security-compliance), and contractual controls satisfy internal data policies.
 
 **Pros**
 
@@ -204,15 +204,15 @@ Gumloop's [Enterprise offering](https://www.gumloop.com/enterprise) provides man
 
 **Best for:** Workato is best for enterprises that need mature iPaaS governance and a large connector catalog for complex system integration.
 
-Workato brings established [enterprise integration controls](https://www.workato.com/enterprise) and [more than 1,000 connectors](https://www.workato.com/integrations). Its proprietary platform suits companies that need governed connections across business systems and already treat integration as a central IT function.
+Workato brings established [enterprise integration controls](https://www.workato.com/platform) and [more than 1,000 connectors](https://www.workato.com/integrations). Its proprietary platform suits companies that need governed connections across business systems and already treat integration as a central IT function.
 
 Workato approaches [AI agents through its broader orchestration platform](https://www.workato.com/agentic). That model helps agents interact with applications under centralized controls, but adds complexity for buyers seeking an agent-native workspace.
 
 **Pros**
 
 - The [connector catalog](https://www.workato.com/integrations) supports environments with legacy and cloud applications.
-- [Enterprise governance](https://www.workato.com/enterprise) suits centralized IT ownership.
-- [Enterprise services](https://www.workato.com/services-support) support large deployments.
+- [Enterprise governance](https://www.workato.com/platform) suits centralized IT ownership.
+- [Enterprise services](https://www.workato.com/editions/support) support large deployments.
 
 **Cons**
 
@@ -229,17 +229,17 @@ Workato approaches [AI agents through its broader orchestration platform](https:
 
 **Best for:** Dust is best for enterprises that need secure, collaborative agents grounded in company knowledge.
 
-Dust organizes [agents around shared company context](https://docs.dust.tt/docs/what-is-dust). Employees can use assistants that draw on [connected data sources](https://docs.dust.tt/docs/data-sources), making Dust a stronger fit for internal research, support, and knowledge retrieval than broad workflow automation.
+Dust organizes [agents around shared company context](https://docs.dust.tt/docs/user-documentation/getting-started/intro-to-dust). Employees can use assistants that draw on [connected data sources](https://docs.dust.tt/docs/data-sources), making Dust a stronger fit for internal research, support, and knowledge retrieval than broad workflow automation.
 
 **Pros**
 
-- Dust supports [collaborative agent creation and company-wide access](https://docs.dust.tt/docs/assistant-creation).
+- Dust supports [collaborative agent creation and company-wide access](https://docs.dust.tt/docs/user-documentation/agents/create-your-first-agent).
 - [Data-source connections](https://docs.dust.tt/docs/data-sources) help agents answer questions using internal information.
 - [Enterprise controls](https://dust.tt/home/enterprise) support secure multi-user deployment.
 
 **Cons**
 
-- Dust's [knowledge and assistant model](https://docs.dust.tt/docs/what-is-dust) covers fewer general automation use cases than application-workflow platforms.
+- Dust's [knowledge and assistant model](https://docs.dust.tt/docs/user-documentation/getting-started/intro-to-dust) covers fewer general automation use cases than application-workflow platforms.
 - Companies seeking customer-operated hosting should confirm [deployment options](https://dust.tt/home/enterprise) during procurement.
 - Its knowledge-first model may not suit complex system orchestration.
 
@@ -278,22 +278,22 @@ The comparison separates documented controls from features that require vendor c
 | Platform | License type | Self-hosting model | SSO/access control | Audit logging | SOC 2/compliance | Pricing tier |
 | --- | --- | --- | --- | --- | --- | --- |
 | Sim | ✅ [Apache 2.0 core](https://github.com/simstudioai/sim) | ✅ Free customer-operated core; governed hosting requires Enterprise | ✅ [Enterprise only](https://www.sim.ai/pricing) | ✅ [Enterprise only](https://www.sim.ai/pricing) | ✅ [SOC 2 on Enterprise](https://www.sim.ai/pricing) | ✅ [Free, Pro, Max, custom Enterprise](https://www.sim.ai/pricing) |
-| n8n | 🟡 [Fair-code](https://docs.n8n.io/sustainable-use-license/) | ✅ [Customer-operated option](https://docs.n8n.io/hosting/) | 🟡 [Enterprise controls](https://n8n.io/enterprise/) | 🟡 [Enterprise controls](https://n8n.io/enterprise/) | 🟡 Verify current scope | 🟡 [Verify live tier](https://n8n.io/pricing/) |
-| Zapier | ❌ [Proprietary](https://zapier.com/terms) | ❌ [Hosted cloud](https://zapier.com/enterprise) | ✅ [Enterprise administration](https://zapier.com/enterprise) | 🟡 Verify current scope | 🟡 [Verify current scope](https://zapier.com/security) | 🟡 [Verify live tier](https://zapier.com/pricing) |
+| n8n | 🟡 [Fair-code](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) | ✅ [Customer-operated option](https://docs.n8n.io/hosting/) | 🟡 [Enterprise controls](https://n8n.io/enterprise/) | 🟡 [Enterprise controls](https://n8n.io/enterprise/) | 🟡 Verify current scope | 🟡 [Verify live tier](https://n8n.io/pricing/) |
+| Zapier | ❌ [Proprietary](https://zapier.com/terms) | ❌ [Hosted cloud](https://zapier.com/enterprise) | ✅ [Enterprise administration](https://zapier.com/enterprise) | 🟡 Verify current scope | 🟡 [Verify current scope](https://zapier.com/security-compliance) | 🟡 [Verify live tier](https://zapier.com/pricing) |
 | Make | ❌ [Proprietary](https://www.make.com/en/terms-and-conditions) | ❌ [Cloud platform with on-prem connectivity](https://help.make.com/on-premise-agent) | 🟡 [Enterprise controls](https://www.make.com/en/enterprise) | 🟡 Verify current scope | 🟡 Verify current scope | 🟡 [Verify live tier](https://www.make.com/en/pricing) |
-| Gumloop | ❌ [Proprietary](https://www.gumloop.com/terms-of-service) | 🟡 [Managed deployment](https://www.gumloop.com/enterprise) | ✅ [SAML, SCIM, and RBAC](https://www.gumloop.com/enterprise) | ✅ [Enterprise audit controls](https://www.gumloop.com/enterprise) | 🟡 Verify certification scope | 🟡 [Enterprise tier](https://www.gumloop.com/pricing) |
-| Workato | ❌ [Proprietary](https://www.workato.com/legal/terms-of-service) | 🟡 [Vendor platform](https://www.workato.com/enterprise) | ✅ [Enterprise access controls](https://www.workato.com/enterprise) | 🟡 Contract-dependent | 🟡 Verify certification scope | 🟡 [Custom enterprise](https://www.workato.com/pricing) |
-| Dust | ❌ [Proprietary](https://dust.tt/home/terms) | 🟡 [Verify deployment options](https://dust.tt/home/enterprise) | 🟡 [Enterprise controls](https://dust.tt/home/enterprise) | 🟡 Verify current scope | 🟡 Verify certification scope | 🟡 [Verify live tier](https://dust.tt/home/pricing) |
-| Relevance AI | ❌ [Proprietary](https://relevanceai.com/terms) | 🟡 [Verify deployment options](https://relevanceai.com/pricing) | ✅ [Higher-tier SSO and RBAC](https://relevanceai.com/pricing) | ✅ [Higher-tier audit controls](https://relevanceai.com/pricing) | 🟡 Verify certification scope | 🟡 [Higher-tier enterprise](https://relevanceai.com/pricing) |
+| Gumloop | ❌ [Proprietary](https://www.gumloop.com/tos) | 🟡 [Managed deployment](https://www.gumloop.com/enterprise) | ✅ [SAML, SCIM, and RBAC](https://www.gumloop.com/enterprise) | ✅ [Enterprise audit controls](https://www.gumloop.com/enterprise) | 🟡 Verify certification scope | 🟡 [Enterprise tier](https://www.gumloop.com/pricing) |
+| Workato | ❌ [Proprietary](https://www.workato.com/legal/terms-of-service) | 🟡 [Vendor platform](https://www.workato.com/platform) | ✅ [Enterprise access controls](https://www.workato.com/platform) | 🟡 Contract-dependent | 🟡 Verify certification scope | 🟡 [Custom enterprise](https://www.workato.com/pricing) |
+| Dust | ✅ [MIT-licensed source](https://github.com/dust-tt/dust/blob/main/LICENSE) | 🟡 [Verify deployment options](https://dust.tt/home/enterprise) | 🟡 [Enterprise controls](https://dust.tt/home/enterprise) | 🟡 Verify current scope | 🟡 Verify certification scope | 🟡 [Verify live tier](https://dust.tt/home/pricing) |
+| Relevance AI | ❌ [Proprietary](https://relevanceai.com/terms-and-conditions) | 🟡 [Verify deployment options](https://relevanceai.com/pricing) | ✅ [Higher-tier SSO and RBAC](https://relevanceai.com/pricing) | ✅ [Higher-tier audit controls](https://relevanceai.com/pricing) | 🟡 Verify certification scope | 🟡 [Higher-tier enterprise](https://relevanceai.com/pricing) |
 
 ## Which platform fits your organization
 
 - **Regulated industry with customer-operated infrastructure.** Choose [Sim Enterprise](https://www.sim.ai/pricing) when you need governed self-hosting, SSO, access control, audit logs, and SOC 2 support. The Apache 2.0 core supports independent self-hosting, but enterprise governance requires Enterprise.
 - **Team wanting fully managed simplicity.** Choose Gumloop when you want its [managed deployment and enterprise controls](https://www.gumloop.com/enterprise) without operating the underlying infrastructure. Its proprietary hosted model suits buyers who value low operational overhead more than source access.
 - **Organization prioritizing connector breadth and mature cloud administration.** Choose Zapier when its [application catalog and enterprise controls](https://zapier.com/enterprise) take priority. Confirm that its hosting, identity, and retention terms meet your requirements.
-- **Enterprise needing deep iPaaS governance.** Choose Workato when agents must operate within a [large integration program under centralized controls](https://www.workato.com/enterprise). Buyers seeking an agent-native workspace may prefer Sim.
+- **Enterprise needing deep iPaaS governance.** Choose Workato when agents must operate within a [large integration program under centralized controls](https://www.workato.com/platform). Buyers seeking an agent-native workspace may prefer Sim.
 
-n8n offers another customer-operated option for engineering-led organizations. Its [self-hosted community](https://community.n8n.io/) and [execution-based pricing](https://n8n.io/pricing/) can outweigh the commercial restrictions of its [fair-code license](https://docs.n8n.io/sustainable-use-license/) when your legal team accepts those terms.
+n8n offers another customer-operated option for engineering-led organizations. Its [self-hosted community](https://community.n8n.io/) and [execution-based pricing](https://n8n.io/pricing/) can outweigh the commercial restrictions of its [fair-code license](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) when your legal team accepts those terms.
 
 ## Why Sim leads on enterprise governance
 
diff --git a/apps/sim/content/library/best-ai-agents-for-executive-assistant-tasks/index.mdx b/apps/sim/content/library/best-ai-agents-for-executive-assistant-tasks/index.mdx
index eb9a5e43bfa..dc44d5c27bc 100644
--- a/apps/sim/content/library/best-ai-agents-for-executive-assistant-tasks/index.mdx
+++ b/apps/sim/content/library/best-ai-agents-for-executive-assistant-tasks/index.mdx
@@ -65,7 +65,7 @@ Sim fits calendar logic that has to obey rules a generic booking flow may not ex
 
 Executive calendars run on exceptions: no meetings before 10am, a board member takes precedence over a vendor, travel days change what is available, and a reschedule should notify a chief of staff. A Sim workflow can combine calendar actions with Slack, CRM, or table updates, allowing the team to make those exceptions visible in the workflow rather than leaving them in an assistant's memory. [Best AI agents for scheduling and calendar management](https://www.sim.ai/library/best-ai-agents-for-scheduling-and-calendar-management-in-2026) covers the wider scheduling field and the questions to ask about each deployment surface.
 
-[Lindy documents Google Calendar](https://www.lindy.ai/integrations/google-calendar) and [Outlook Calendar](https://www.lindy.ai/integrations/outlook-calendar) integrations. Review those sources for the actions, permissions, and scheduling behavior currently available before relying on an assistant to make or change executive appointments.
+[Lindy documents Google Calendar](https://www.lindy.ai/integrations/google-calendar) and [Outlook Calendar](https://wf.lindy.ai/integrations/microsoft-outlook) integrations. Review those sources for the actions, permissions, and scheduling behavior currently available before relying on an assistant to make or change executive appointments.
 
 [Zapier](https://zapier.com/apps/google-calendar/integrations), [Make](https://www.make.com/en/integrations/google-calendar), and [n8n](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.googlecalendar/) all document Google Calendar integrations. They are appropriate when a calendar event should deterministically copy data to another application. For priority conflicts and exception handling, explicitly model the decision and the human approval point instead of assuming any automation will make the right judgment.
 
@@ -75,7 +75,7 @@ Sim fits teams where a completed meeting should start work outside the EA lane.
 
 A useful follow-up is a trigger, not an endpoint. A Sim workflow can draft a recap and pass the same structured output to a separate workflow that updates a CRM, files a task, or briefs a sales team. Workflows can also be deployed in multiple ways, including as an API or an [MCP server](https://docs.sim.ai/workflows/deployment/mcp), so another compatible AI client can call the workflow as a tool. If MCP is new to your team, read [what an MCP server is](https://www.sim.ai/library/what-is-an-mcp-server) before choosing it as the integration surface.
 
-[Lindy's meeting-assistant page](https://www.lindy.ai/meeting-assistant) describes its current meeting-oriented capabilities. It is the right primary source for confirming whether the product can create the recap, reminder, task, or handoff your workflow requires.
+[Lindy's meeting-assistant page](https://www.lindy.ai/solutions/meeting-notes) describes its current meeting-oriented capabilities. It is the right primary source for confirming whether the product can create the recap, reminder, task, or handoff your workflow requires.
 
 [Zapier](https://zapier.com/apps/categories/calendar) and [Make](https://www.make.com/en/integrations/calendar) can connect calendar events to task and messaging applications. That makes them a fit for mechanical follow-ups; a team that needs an AI-generated recap should validate the model step, review process, and source context it will use.
 
@@ -83,7 +83,7 @@ A useful follow-up is a trigger, not an endpoint. A Sim workflow can draft a rec
 
 Choose Sim when you need to specify the pipeline and route the result somewhere useful. Choose a packaged meeting assistant when a recap with minimal configuration is the whole requirement.
 
-[Lindy's meeting assistant](https://www.lindy.ai/meeting-assistant) is the primary source for its current recording, transcription, and summary behavior. A packaged product can be a good fit for a team that wants the vendor's supported defaults and a recap delivery flow without assembling a pipeline.
+[Lindy's meeting assistant](https://www.lindy.ai/solutions/meeting-notes) is the primary source for its current recording, transcription, and summary behavior. A packaged product can be a good fit for a team that wants the vendor's supported defaults and a recap delivery flow without assembling a pipeline.
 
 Sim lets a team compose a workflow around the transcription source, summarization model, review step, and destination. That is useful when a meeting summary must start a follow-up email, update a task, or add context to a CRM record. The same workflow can be exposed through an API, hosted chat, or MCP deployment where supported. Do not send recordings or transcripts to a provider until its retention, data-processing, and consent requirements have been reviewed.
 
diff --git a/apps/sim/content/library/best-ai-agents-for-lead-enrichment-2026/index.mdx b/apps/sim/content/library/best-ai-agents-for-lead-enrichment-2026/index.mdx
index e16759256d2..9f23d0d0efb 100644
--- a/apps/sim/content/library/best-ai-agents-for-lead-enrichment-2026/index.mdx
+++ b/apps/sim/content/library/best-ai-agents-for-lead-enrichment-2026/index.mdx
@@ -136,7 +136,7 @@ Sim ranks first because it combines the capabilities used throughout this compar
 
 ### Zapier
 
-**What it is.** Zapier builds [linear workflows called Zaps](https://help.zapier.com/hc/en-us/articles/8496180298253-Create-Zaps). A new lead can trigger an enrichment request, after which Zapier maps the returned data and updates the connected CRM.
+**What it is.** Zapier builds [linear workflows called Zaps](https://help.zapier.com/hc/en-us/articles/22234847450893-Zap-workflows-quick-start-guide). A new lead can trigger an enrichment request, after which Zapier maps the returned data and updates the connected CRM.
 
 **Best for.** Choose Zapier when you already use its app catalog and need lightweight, trigger-based lead enrichment.
 
@@ -164,7 +164,7 @@ Sim ranks first because it combines the capabilities used throughout this compar
 
 **Best for.** Choose Clay when you want no-code waterfall enrichment across multiple data providers without building an agent.
 
-**Pros.** Clay gives you broad provider choice and code-optional workflow controls. Its [waterfall model](https://www.clay.com/university/lesson/enrichments-waterfalls) can reduce unnecessary spending by moving through a provider sequence until it finds a result.
+**Pros.** Clay gives you broad provider choice and code-optional workflow controls. Its [waterfall model](https://university.clay.com/lessons/enrich-people-waterfalls-clay-101) can reduce unnecessary spending by moving through a provider sequence until it finds a result.
 
 **Cons.** DevCommX puts first-waterfall setup time at [one to two weeks](https://www.devcommx.com/blogs/waterfall-enrichment-clay-vs-zoominfo-vs-apollo), and adding a provider or reworking priority order requires revisiting the waterfall. You set the winning-source rules by hand. Connected providers may bill separately on top of Clay's own fee, and failed match attempts can still consume resources depending on the provider and configuration.
 
@@ -184,11 +184,11 @@ Sim ranks first because it combines the capabilities used throughout this compar
 
 ### ZoomInfo
 
-**What it is.** ZoomInfo [enriches B2B contact and company records](https://www.zoominfo.com/products/enrich) from its proprietary database. The platform offers CRM enrichment alongside [buyer intent data](https://www.zoominfo.com/products/intent).
+**What it is.** ZoomInfo [enriches B2B contact and company records](https://zoominfotechnologiesinc.gcs-web.com/news-releases/news-release-details/momentum-events-cleaned-duplicate-filled-crm-zoominfo) from its proprietary database. The platform offers CRM enrichment alongside [buyer intent data](https://zoominfotechnologiesinc.gcs-web.com/news-releases/news-release-details/zoominfo-launches-intent-solution-help-b2b-companies-identify/).
 
 **Best for.** Choose ZoomInfo when you need a large proprietary contact database with CRM sync and intent data.
 
-**Pros.** ZoomInfo provides B2B coverage and [connects enrichment to CRM systems](https://www.zoominfo.com/products/enrich). Its intent data can help you prioritize accounts showing signs of active research.
+**Pros.** ZoomInfo provides B2B coverage and [connects enrichment to CRM systems](https://zoominfotechnologiesinc.gcs-web.com/news-releases/news-release-details/momentum-events-cleaned-duplicate-filled-crm-zoominfo). Its intent data can help you prioritize accounts showing signs of active research.
 
 **Cons.** ZoomInfo relies on its own database rather than querying a configurable fallback provider. CRM sync requires field mapping and deduplication rules, and that maintenance belongs in the integration setup.
 
diff --git a/apps/sim/content/library/best-ai-agents-for-regulated-industry-workflows-healthcare-legal-procurement/index.mdx b/apps/sim/content/library/best-ai-agents-for-regulated-industry-workflows-healthcare-legal-procurement/index.mdx
index 73be04a2b59..e041b224f41 100644
--- a/apps/sim/content/library/best-ai-agents-for-regulated-industry-workflows-healthcare-legal-procurement/index.mdx
+++ b/apps/sim/content/library/best-ai-agents-for-regulated-industry-workflows-healthcare-legal-procurement/index.mdx
@@ -26,7 +26,7 @@ faq:
 
 - **Healthcare intake:** Sim is a strong starting point when patient intake and scheduling agents must run under access boundaries you control. Its [governed Enterprise self-hosting](https://docs.sim.ai/platform/enterprise) is designed for self-hosted deployments with SSO, role-based access control (RBAC), and audit logs.
 - **Legal review and discovery:** Sim and [Workato](https://www.workato.com/platform/security) are worth evaluating when contract review and document discovery require scoped access and traceability.
-- **Procurement approvals:** Sim suits multi-step approval chains where role-based sign-off and traceable decisions matter. [Zapier](https://zapier.com/security) and [Make](https://www.make.com/en/security) can be practical for lower-stakes routing tasks.
+- **Procurement approvals:** Sim suits multi-step approval chains where role-based sign-off and traceable decisions matter. [Zapier](https://zapier.com/security-compliance) and [Make](https://www.make.com/en/security) can be practical for lower-stakes routing tasks.
 - **Compliance posture:** Treat attestations as one input, not a shortcut to compliance. Sim's Enterprise materials describe SOC 2 Type II, SSO, RBAC, audit logs, and self-hosting; organizations still own their regulatory obligations.
 
 ## What AI agent platform is best for healthcare intake workflows under compliance constraints?
@@ -37,7 +37,7 @@ Governed self-hosting matters because it determines where PHI lives and who admi
 
 Access control and audit logs address two other review questions. RBAC scopes who can build, edit, or run an intake agent, while [audit logs and Enterprise controls](https://docs.sim.ai/platform/enterprise) provide a record of activity to review. Sim's Enterprise materials describe a SOC 2 Type II attestation. That is not a HIPAA certification, and an organization remains responsible for its own HIPAA program regardless of platform choice.
 
-The workflow-automation-first tools make different deployment trade-offs. [n8n documents self-hosting options](https://docs.n8n.io/hosting/), while [Zapier's security documentation](https://zapier.com/security) and [Make's security documentation](https://www.make.com/en/security) describe their managed services. [Gumloop's security page](https://www.gumloop.com/solutions/security) describes its enterprise security approach. Compare each vendor's current deployment, identity, access, and logging documentation against the boundaries your PHI workflow requires.
+The workflow-automation-first tools make different deployment trade-offs. [n8n documents self-hosting options](https://docs.n8n.io/hosting/), while [Zapier's security documentation](https://zapier.com/security-compliance) and [Make's security documentation](https://www.make.com/en/security) describe their managed services. [Gumloop's security page](https://www.gumloop.com/solutions/security) describes its enterprise security approach. Compare each vendor's current deployment, identity, access, and logging documentation against the boundaries your PHI workflow requires.
 
 Sim's [Apache 2.0 core](https://github.com/simstudioai/sim) is also relevant for teams that need to inspect the software they deploy. For a licensing-focused comparison of that model and n8n's terms, see [Apache 2.0 vs. fair-code](https://www.sim.ai/library/apache-2-0-vs-fair-code). For healthcare intake specifically, evaluate the deployment model and the access and audit controls first, then assess how well the agent handles scheduling logic.
 
@@ -49,7 +49,7 @@ Sim is a fit for firms that need to scope access by matter or client and maintai
 
 Workato is a reasonable option for enterprise legal teams that already use it as an integration layer. Its [security and governance materials](https://www.workato.com/platform/security) describe enterprise controls including access management, audit logging, and log streaming. The appropriate choice depends on the firm's deployment model, existing systems, and matter-level access requirements.
 
-The lighter automation tools should be evaluated against the same controls rather than dismissed by category. [n8n's security documentation](https://docs.n8n.io/hosting/) covers its deployment options, while [Zapier](https://zapier.com/security) and [Make](https://www.make.com/en/security) publish security information for their managed offerings. For legal review and discovery, test whether the configuration can enforce the document boundaries and produce the evidence your review process requires. Security also extends to every connected tool; this guide to [MCP security](https://www.sim.ai/library/mcp-security) covers the risks of granting an agent access to internal systems.
+The lighter automation tools should be evaluated against the same controls rather than dismissed by category. [n8n's security documentation](https://docs.n8n.io/hosting/) covers its deployment options, while [Zapier](https://zapier.com/security-compliance) and [Make](https://www.make.com/en/security) publish security information for their managed offerings. For legal review and discovery, test whether the configuration can enforce the document boundaries and produce the evidence your review process requires. Security also extends to every connected tool; this guide to [MCP security](https://www.sim.ai/library/mcp-security) covers the risks of granting an agent access to internal systems.
 
 ## What's the best AI agent tool for procurement approval workflows?
 
@@ -57,7 +57,7 @@ Sim and [Workato](https://www.workato.com/platform/security) are leading options
 
 Approval-chain integrity depends on more than routing a request to the next person. When a high-value vendor contract clears a multi-step chain, an auditor may ask which role approved a particular step and whether that person had the authority to do so. Sim's [Enterprise access controls](https://docs.sim.ai/platform/enterprise) and audit records are intended to support this kind of review. Workato's [enterprise security materials](https://www.workato.com/platform/security) describe comparable governance controls for organizations already using its integration platform.
 
-[Zapier](https://zapier.com/security) and [Make](https://www.make.com/en/security) can handle straightforward notifications and spreadsheet updates. The question is whether their current plan and configuration meet your approval policy, including role scope and decision-level evidence. For lower-value, single-approver requests, a lighter setup may be the right trade-off. For multi-tier chains governed by purchasing policy, use a platform that can demonstrate the required role boundaries and records.
+[Zapier](https://zapier.com/security-compliance) and [Make](https://www.make.com/en/security) can handle straightforward notifications and spreadsheet updates. The question is whether their current plan and configuration meet your approval policy, including role scope and decision-level evidence. For lower-value, single-approver requests, a lighter setup may be the right trade-off. For multi-tier chains governed by purchasing policy, use a platform that can demonstrate the required role boundaries and records.
 
 For a broader look at where agents fit across sourcing, intake, contracts, and supplier risk, read [AI agents in procurement](https://www.sim.ai/library/ai-agents-in-procurement). The core implementation choice remains the same: start with the required governance constraint, then design the automation around it.
 
@@ -65,7 +65,7 @@ For a broader look at where agents fit across sourcing, intake, contracts, and s
 
 When IT or operations leaders score these platforms, they should move beyond trigger counts and ask five questions: Can we enforce single sign-on? Can we scope access by role? Does the platform record activity for an audit? Can it run in our environment? And what independent assurance does the vendor publish? The table links each platform to its own trust or security materials; confirm the current details with the vendor before using them in a compliance review.
 
-Deployment model and licensing are often more decisive than a feature checklist. Sim's core uses [Apache 2.0](https://github.com/simstudioai/sim), while [n8n publishes its Sustainable Use License](https://docs.n8n.io/sustainable-use-license/). [Gumloop's security page](https://www.gumloop.com/solutions/security) describes its enterprise approach, and [Zapier](https://zapier.com/security), [Make](https://www.make.com/en/security), and [Workato](https://www.workato.com/platform/security) publish information about their managed services. For a deeper platform-selection framework, see [the best AI agent platforms comparison](https://www.sim.ai/library/best-ai-agent-platforms-2026).
+Deployment model and licensing are often more decisive than a feature checklist. Sim's core uses [Apache 2.0](https://github.com/simstudioai/sim), while [n8n publishes its Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license/). [Gumloop's security page](https://www.gumloop.com/solutions/security) describes its enterprise approach, and [Zapier](https://zapier.com/security-compliance), [Make](https://www.make.com/en/security), and [Workato](https://www.workato.com/platform/security) publish information about their managed services. For a deeper platform-selection framework, see [the best AI agent platforms comparison](https://www.sim.ai/library/best-ai-agent-platforms-2026).
 
 Sim's [governed Enterprise self-hosting](https://docs.sim.ai/platform/enterprise) is distinct from its [community self-hosting documentation](https://docs.sim.ai/platform/self-hosting). Enterprise adds the documented SSO, RBAC, and audit-log capabilities to a self-hosted deployment. Evaluate these controls alongside your own identity, monitoring, retention, and incident-response requirements.
 
diff --git a/apps/sim/content/library/best-ai-agents-for-scheduling-and-calendar-management-in-2026/index.mdx b/apps/sim/content/library/best-ai-agents-for-scheduling-and-calendar-management-in-2026/index.mdx
index d67e0ea2b45..8b1de747eff 100644
--- a/apps/sim/content/library/best-ai-agents-for-scheduling-and-calendar-management-in-2026/index.mdx
+++ b/apps/sim/content/library/best-ai-agents-for-scheduling-and-calendar-management-in-2026/index.mdx
@@ -65,7 +65,7 @@ Be clear about the category: Zapier is automation-first plumbing, not a purpose-
 
 [Lindy](https://www.lindy.ai/) fits a founder or consultant who wants to delegate meeting administration through a conversational assistant. Lindy documents calendar-related automations and its [calendar integration](https://www.lindy.ai/integrations/google-calendar), so users can configure rules around availability and meeting coordination without starting from a blank workflow canvas.
 
-Its product is aimed at the meeting lifecycle: coordinating availability, preparing context around meetings, and following up afterward. Lindy’s [meeting assistant](https://www.lindy.ai/meeting-assistant) page describes the meeting-focused capabilities and supported conferencing workflow. That is a different proposition from an automation builder: the emphasis is handing off an assistant-like task, not modeling every branch yourself.
+Its product is aimed at the meeting lifecycle: coordinating availability, preparing context around meetings, and following up afterward. Lindy’s [meeting assistant](https://www.lindy.ai/solutions/meeting-notes) page describes the meeting-focused capabilities and supported conferencing workflow. That is a different proposition from an automation builder: the emphasis is handing off an assistant-like task, not modeling every branch yourself.
 
 The tradeoff is that the product is optimized for an individual or small team’s delegation experience rather than a custom agent embedded in another product. Review [Lindy’s pricing](https://www.lindy.ai/pricing) for current plans, usage allowances, and trial terms before making the cost comparison. For solo professionals who spend much of the day arranging calls, the assistant model can be a better fit than assembling a workflow.
 
diff --git a/apps/sim/content/library/best-ai-agents-for-slack/index.mdx b/apps/sim/content/library/best-ai-agents-for-slack/index.mdx
index fc6d43813f1..6c1afa7e4de 100644
--- a/apps/sim/content/library/best-ai-agents-for-slack/index.mdx
+++ b/apps/sim/content/library/best-ai-agents-for-slack/index.mdx
@@ -139,7 +139,7 @@ n8n requires more technical setup than managed no-code tools. Configuring Slack
 
 ### Pros
 
-- [The visual builder supports custom code and reusable sub-workflows](https://docs.n8n.io/workflows/subworkflows/) for detailed branching.
+- [The visual builder supports custom code and reusable sub-workflows](https://docs.n8n.io/build/flow-logic/break-workflows-into-smaller-parts) for detailed branching.
 - [Self-hosting gives you more control over deployment and data location](https://docs.n8n.io/hosting/).
 - [Slack nodes can connect AI decisions to workflows](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.slack) across internal APIs and data systems.
 
@@ -147,7 +147,7 @@ n8n requires more technical setup than managed no-code tools. Configuring Slack
 
 - Slack authentication and event configuration can require developer knowledge.
 - Self-hosting adds maintenance and security work.
-- [n8n uses a source-available license rather than a conventional permissive open-source license](https://docs.n8n.io/sustainable-use-license/).
+- [n8n uses a source-available license rather than a conventional permissive open-source license](https://docs.n8n.io/privacy-and-security/sustainable-use-license/).
 
 ### Pricing
 
diff --git a/apps/sim/content/library/best-ai-agents-support-ticket-triage/index.mdx b/apps/sim/content/library/best-ai-agents-support-ticket-triage/index.mdx
index 9b1be3d8c4d..3a637adef5e 100644
--- a/apps/sim/content/library/best-ai-agents-support-ticket-triage/index.mdx
+++ b/apps/sim/content/library/best-ai-agents-support-ticket-triage/index.mdx
@@ -117,7 +117,7 @@ That pattern gives you room to add the controls a production system needs. You c
 
 The tradeoff is engineering responsibility. Someone has to deploy, upgrade, secure, and monitor the system. Support staff who only want to adjust a queue rule may need help from the team that owns the workflow. Agent-heavy n8n flows can require more wiring than a platform designed around AI workflows from the start.
 
-Licensing deserves a close read if you plan to embed, resell, or commercially host the product. [n8n publishes its source under the Sustainable Use License](https://docs.n8n.io/sustainable-use-license/) rather than a permissive open-source license such as Apache 2.0.
+Licensing deserves a close read if you plan to embed, resell, or commercially host the product. [n8n publishes its source under the Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) rather than a permissive open-source license such as Apache 2.0.
 
 **Pricing:** [n8n offers paid Cloud plans based on workflow executions and a self-hosted Community Edition](https://n8n.io/pricing/). Self-hosting removes the n8n subscription but not the cost of infrastructure, operations, or model calls.
 
@@ -154,11 +154,11 @@ You still have to configure the knowledge sources, triage categories, routing ru
 | Platform | Pricing model | Hosting | Setup effort | Best for |
 | --- | --- | --- | --- | --- |
 | Sim | Per-seat plans plus usage credits | Cloud or Apache 2.0 self-hosted | Medium | Classification and routing in one auditable workflow |
-| Zapier | [Task-based automation plus separate Agents activity](https://zapier.com/pricing) | [Cloud](https://zapier.com/security) | Low | Broad connector coverage and familiar no-code automation |
+| Zapier | [Task-based automation plus separate Agents activity](https://zapier.com/pricing) | [Cloud](https://zapier.com/security-compliance) | Low | Broad connector coverage and familiar no-code automation |
 | Make | [Credit-based scenario operations](https://www.make.com/en/pricing) | [Cloud](https://www.make.com/en/security) | Medium | Visual branching and data mapping |
 | n8n | [Execution-based Cloud plans or Community Edition](https://n8n.io/pricing/) | [Cloud or self-hosted](https://docs.n8n.io/hosting/) | High | Technical teams that want code and infrastructure control |
-| Gumloop | [Credit-based Free, Pro, and Enterprise plans](https://www.gumloop.com/pricing) | [Cloud](https://www.gumloop.com/security) | Low | Managed AI-first workflows for operations teams |
-| Botpress | [Subscription plus AI spend](https://botpress.com/pricing) | [Managed cloud](https://botpress.com/trust-center) | Medium | Customer conversations, escalation, and human handoff |
+| Gumloop | [Credit-based Free, Pro, and Enterprise plans](https://www.gumloop.com/pricing) | [Cloud](https://trust.gumloop.com) | Low | Managed AI-first workflows for operations teams |
+| Botpress | [Subscription plus AI spend](https://botpress.com/pricing) | [Managed cloud](https://app.drata.com/trust/9cb618e1-0c38-11ee-865f-029d78a187d9) | Medium | Customer conversations, escalation, and human handoff |
 
 Do not pick from the table by counting features. Start with the work around the classification step. If one ticket needs to touch many unrelated business applications, [Zapier's catalog](https://zapier.com/apps) may matter more than a unified workflow. If your engineers already operate self-hosted automation, [n8n's self-hosted option](https://docs.n8n.io/hosting/) may be easier to adopt than another platform. If the ticket is part of a live customer conversation, [Botpress's handoff workflow](https://botpress.com/docs/learn/reference/human-handoff) provides support-specific behavior that a general canvas makes you build.
 
diff --git a/apps/sim/content/library/best-ai-automation-tools-2026/index.mdx b/apps/sim/content/library/best-ai-automation-tools-2026/index.mdx
index 550a18d7e92..de239b88607 100644
--- a/apps/sim/content/library/best-ai-automation-tools-2026/index.mdx
+++ b/apps/sim/content/library/best-ai-automation-tools-2026/index.mdx
@@ -3,7 +3,7 @@ slug: best-ai-automation-tools-2026
 title: 'Best AI Automation Tools in 2026'
 description: 'Compare the best AI automation tools in 2026, including Sim, n8n, Zapier, Make, and Gumloop, across agent depth, hosting, integrations, and pricing.'
 date: 2026-08-01
-updated: 2026-08-01
+updated: 2026-09-08
 authors:
   - andrew
 readingTime: 10
@@ -13,64 +13,50 @@ canonical: https://www.sim.ai/library/best-ai-automation-tools-2026
 draft: false
 faq:
   - q: "What is the difference between AI automation and AI agent platforms?"
-    a: "AI automation follows predefined workflows, while AI agent platforms let models reason, choose tools, and act within defined controls. Sim combines deterministic workflow logic with agent reasoning in one visual graph."
+    a: "AI automation tools run predefined workflows and may include model-powered steps. AI agent platforms let models reason, select tools, and act within defined controls. Sim combines deterministic workflow logic with agent reasoning in one visual graph."
   - q: "Is there a free or open-source option?"
-    a: "Yes. Sim offers both a free cloud plan and an Apache 2.0 open-source core. You can test the managed product or inspect, modify, and run the core software on your own infrastructure."
+    a: "Open-source tools let you inspect, modify, and host their core software. Sim offers a $0 Free plan and an Apache 2.0 core. You can test the cloud product or run the software on your own infrastructure."
   - q: "Which tool is cheapest at scale?"
-    a: "The answer depends on workload shape. Compare execution volume, model costs, seats, infrastructure, and maintenance instead of relying only on an entry-level subscription price."
+    a: "No product is consistently cheapest across every usage pattern because vendors charge by different units. Sim cloud plans use credits, while self-hosting Sim shifts spending toward infrastructure and model providers. Compare the cost of seats, executions or tasks, model usage, and infrastructure at your expected volume."
+  - q: "Can these tools be self-hosted?"
+    a: "Self-hosting runs automation software on infrastructure you control. Sim and n8n support self-hosting, while Zapier, Make, and Gumloop primarily provide managed cloud products. Self-hosting gives you more control over deployment, but you must manage infrastructure, maintenance, and related costs."
   - q: "How should I choose a tool for my first project?"
-    a: "Test your preferred tool with a small production-shaped pilot that includes realistic data, failure handling, volume, and governance requirements."
-  - q: "What is the best open-source Zapier alternative?"
-    a: "Sim is a strong open-source Zapier alternative for teams that want agent-native workflows, self-hosting, and a permissive Apache 2.0 license."
-  - q: "What is the difference between Sim and Gumloop?"
-    a: "Sim prioritizes infrastructure ownership and multiple builder modes, while Gumloop prioritizes a managed no-code AI experience."
+    a: "Your first tool should match the workflow's complexity and your preferred builder. Choose Zapier or Gumloop for managed simplicity, Make for visual branching, n8n for technical automation, or Sim for agent-native workflows and infrastructure ownership. Test the leading option with a limited pilot that uses realistic data, integrations, and execution volume."
 ---
 
-*Last updated: August 2026*
-
 ## TL;DR
 
 The top AI automation tools in 2026 are Sim, n8n, Zapier, Make, and Gumloop.
 
 - **Sim** offers [Apache 2.0 licensing and self-hosting](https://github.com/simstudioai/sim) for technical buyers who want to own their agent infrastructure.
-- **n8n** provides a [visual, code-extensible execution engine](https://docs.n8n.io/code/) for technical buyers running high-volume, deterministic workflows.
-- **Zapier** offers a [large app catalog](https://zapier.com/apps) for buyers who want simple SaaS automation without managing infrastructure.
-- **Make** provides a [visual scenario canvas](https://www.make.com/en/product) for buyers building complex workflows with branching logic.
-- **Gumloop** offers a [managed visual builder](https://www.gumloop.com/) for non-technical operations and go-to-market buyers.
-
-[Start building with Sim](https://sim.ai) if you want an open-source platform that supports natural language, visual workflows, and code. For a more agent-focused comparison, read our guide to the [best AI agent builders in 2026](https://www.sim.ai/library/best-ai-agent-builder-2026).
-
-## Quick answer
+- **n8n** provides a [visual, code-extensible execution engine](https://docs.n8n.io/build/code-in-n8n/using-the-code-node) for technical buyers running high-volume, deterministic workflows.
+- **Zapier** offers an [extensive app catalog](https://zapier.com/apps) for buyers who want simple SaaS automation without managing infrastructure.
+- **Make** provides a [mature visual canvas](https://www.make.com/en/product) for buyers building complex workflows with branching logic.
+- **Gumloop** offers a [managed builder](https://www.gumloop.com/) for non-technical operations and go-to-market buyers.
 
-- **Best overall AI automation tool:** Sim
-- **Best for high-volume deterministic automation:** n8n
-- **Best AI automation tool for app catalog breadth:** Zapier
-- **Best AI automation tool for visual branching:** Make
-- **Best managed no-code AI automation tool:** Gumloop
+Consider [building with Sim](https://sim.ai) if you want an open-source platform that supports natural-language instructions, visual workflows, and code. You can also compare the [best AI agent builders in 2026](https://www.sim.ai/library/best-ai-agent-builder-2026).
 
 ## What counts as an AI automation tool in 2026
 
 AI automation tools connect triggers, business software, data, and AI models to complete work with limited manual input. The category includes deterministic workflow platforms that follow predefined rules and agent-native platforms that let models interpret context, choose actions, and use tools within defined controls.
 
-Platforms with AI bolted onto automation usually treat a model as one step inside a conventional workflow. For example, a model might summarize an email before fixed rules route it. Agent-native platforms make model reasoning part of the workflow structure, often alongside knowledge retrieval, tool selection, memory, and human approval. Our guide to [AI agent orchestration frameworks](https://www.sim.ai/library/ai-agent-orchestration-frameworks-explained) explains how those parts work together.
+Platforms with AI bolted onto automation usually treat a model as one step inside a conventional workflow. For example, a model might summarize an email before fixed rules route it. Agent-native platforms make model reasoning part of the workflow structure, often alongside knowledge retrieval, tool selection, memory, and human approval.
 
-A general-purpose roundup must evaluate both approaches because buyers often begin without a single job in mind. Sales and support automations may use the same underlying platform, but their templates reveal little about hosting, model choice, deployment options, or builder flexibility. Those platform-level traits determine whether a tool can support several use cases as your needs change.
+A general-purpose comparison should evaluate both approaches because one platform may need to support several kinds of automation. Templates for sales or support reveal little about hosting, model choice, deployment options, or builder flexibility. Those product capabilities indicate whether you can adapt the platform to additional use cases. Our guide to [AI agent orchestration frameworks](https://www.sim.ai/library/ai-agent-orchestration-frameworks-explained) explains how these components work together.
 
-## Why trust this ranking
+## How we ranked the tools
 
-We rank each tool by buyer-relevant capability rather than market visibility or marketing polish. The ranking weighs how each product lets you build and whether agent reasoning shapes its core or appears as an added feature.
+We rank each tool by six product characteristics: builder model, agent depth, deployment surfaces, model flexibility, hosting and license terms, and pricing model. We give greater weight to agent capabilities and infrastructure control because this roundup focuses on AI automation rather than conventional app-to-app workflows.
 
-We also compare deployment options and model choice. Hosting and license terms reveal how much infrastructure you can control, while pricing models show how costs may scale. The comparison table applies these criteria consistently across every product.
-
-**Author and methodology:** Andrew Caslow at Sim evaluated these platforms hands-on and reviewed vendor documentation for product capabilities, integrations, licensing, deployment, and pricing. Facts and prices were rechecked in August 2026.
+The comparison uses publicly described product capabilities and plan terms. Pricing can change, so confirm current limits and usage rules with each vendor before buying.
 
 ## What to look for in an AI automation tool
 
-**Builder model.** The builder model determines whether you create workflows through natural language, a visual canvas, code, or a combination. Choose an approach that matches how you build and maintain automation.
+**Builder model.** A tool may let you create workflows through natural-language instructions, a visual canvas, code, or a combination. Choose an approach that matches how you build and maintain automation.
 
 **Agent depth.** Agent-native platforms give models control over reasoning, tool selection, context, and multi-step decisions. Conventional automation platforms usually add AI as one step within a predefined flow.
 
-**Deployment surfaces.** Deployment options determine whether a workflow can run on schedules and events or serve as an API, chat interface, or tool for another AI system.
+**Deployment surfaces.** Check whether you can run a workflow on a schedule or event and publish it as an API, chat interface, or tool for another AI system.
 
 **Model flexibility.** Model options affect provider choice, cost, and data control. Check whether the tool supports multiple providers, your own API keys, and local models.
 
@@ -80,165 +66,155 @@ We also compare deployment options and model choice. Hosting and license terms r
 
 ## Sim
 
-### Best for
-
-Technical teams and builders who want to own their agent infrastructure and use multiple build modes.
+**Best for:** Technical buyers who want to control their agent infrastructure and build through natural-language instructions, a visual canvas, or code.
 
-[Sim](https://www.sim.ai/) supports natural-language, visual, and programmatic building in one workspace. [Mothership](https://docs.sim.ai/mothership) can create and operate workflows, Tables, Files, knowledge bases, and recurring jobs through plain-language instructions. You can inspect and edit the same logic on a block-based canvas, then trigger or embed workflows through APIs and SDKs.
+[Sim](https://www.sim.ai/) supports [natural-language, visual, and programmatic building](https://docs.sim.ai/introduction) in one workspace. [Mothership](https://docs.sim.ai/chat/tasks) can create and operate workflows, Tables, Files, knowledge bases, and recurring jobs through plain-language instructions. You can inspect and edit the same logic on a block-based canvas, then trigger or embed workflows through the API and SDK.
 
-Sim releases its core under the permissive [Apache 2.0 license](https://github.com/simstudioai/sim/blob/main/LICENSE). You can use the managed cloud or follow the repository's self-hosting options. The open-source core gives you control over deployment and modification, while the [Enterprise plan](https://www.sim.ai/pricing) adds organizational controls and support.
+Sim releases its core under the [Apache 2.0 license](https://github.com/simstudioai/sim), which permits commercial use, modification, and distribution under its terms. You can use the managed cloud or [self-host through Docker or Kubernetes](https://docs.sim.ai/platform/self-hosting). The open-source core gives you control over deployment and modification, while the [Enterprise plan](https://www.sim.ai/pricing) adds governed self-hosting and organizational controls.
 
-Sim combines the resources needed to maintain production agents within one workspace. Tables store structured records, Files hold working context, and knowledge bases retrieve relevant document content during execution. Workflows can connect to [Sim's integration catalog](https://www.sim.ai/integrations), use [models from multiple providers](https://www.sim.ai/models), and expose execution logs for inspecting runs.
+Sim keeps agent data, retrieved documents, and execution records in the same workspace as workflow logic. Tables store structured records, Files hold working context, and knowledge bases retrieve relevant document content during execution. Workflows can use Sim's integration and model catalogs. [Block-level logs record inputs, outputs, errors, latency, token use, and cost](https://docs.sim.ai/logs-debugging/logging).
 
 ### Pros
 
-- Three build modes let you describe workflows to Mothership, edit them visually, or work through APIs and SDKs.
-- Apache 2.0 licensing permits inspection, modification, and self-hosting without fair-code commercial restrictions.
-- Workflows can deploy as APIs, hosted chat experiences, or MCP tools.
-- Hosted models, eligible provider keys, and local model connections provide flexibility over model infrastructure.
+- [Three build modes](https://docs.sim.ai/introduction) let you describe workflows to Mothership, edit them visually, or work through APIs and SDKs.
+- [Apache 2.0 licensing](https://github.com/simstudioai/sim) permits inspection, modification, and self-hosting without fair-code commercial restrictions.
+- You can [deploy workflows as REST APIs, hosted chat experiences, or MCP tools](https://docs.sim.ai/workflows/deployment).
+- You can use hosted models, supported provider API keys, or [local model connections](https://docs.sim.ai/platform/self-hosting/troubleshooting).
 - Native Tables, Files, knowledge bases, and execution logs reduce the need for separate storage, retrieval, and monitoring products.
 
 ### Cons
 
 - Technical users will get more value than buyers seeking simple, prebuilt app-to-app recipes.
-- Credit-based billing requires you to account for workflow runs, model use, and tool use.
-- Advanced governance and dedicated support require an Enterprise plan.
+- [Credit-based billing](https://docs.sim.ai/platform/costs) requires you to account for workflow runs, model use, and tool use.
+- [Access control, SSO, SOC 2 compliance, governed self-hosting, and dedicated support](https://www.sim.ai/pricing) require an Enterprise plan.
 
 ### Pricing
 
-Sim offers a Free plan, paid individual plans, and custom Enterprise pricing. Usage follows a credit model, and eligible providers support bring-your-own-key billing. See the current [Sim pricing plans](https://www.sim.ai/pricing) for prices, included credits, and plan limits.
+Sim offers [Free at $0, Pro at $25 per user per month, Max at $100 per user per month, and custom Enterprise pricing](https://www.sim.ai/pricing). Usage follows a credit model, and eligible providers support bring-your-own-key billing. See the current [Sim pricing plans](https://www.sim.ai/pricing) for included credits and plan limits.
 
 ## n8n
 
-### Best for
+**Best for:** Technical buyers running deterministic automations that need code extensibility, self-hosting, and an established node ecosystem.
 
-Technical teams running high-volume deterministic automations that need code extensibility, self-hosting, and a mature node ecosystem.
+n8n's main strength is its technical depth. You can combine visual workflows with [JavaScript or Python](https://docs.n8n.io/build/code-in-n8n/using-the-code-node), build [custom nodes](https://docs.n8n.io/integrations/community-nodes/building-community-nodes), and control execution infrastructure. When you [self-host n8n](https://docs.n8n.io/deploy/host-n8n), you can keep workflow logic and credentials in infrastructure you control.
 
-n8n's main strength is its technical depth. You can combine visual workflows with [JavaScript or Python](https://docs.n8n.io/code/code-node/), build [custom nodes](https://docs.n8n.io/integrations/creating-nodes/), and control execution infrastructure through [self-hosting](https://docs.n8n.io/hosting/). Its [live integrations directory](https://n8n.io/integrations/) provides a broad connector ecosystem. A technical team can use n8n to process multi-step jobs while keeping application logic and credentials inside its own environment.
-
-n8n works best when predictable workflows form the core requirement. Its [AI workflow documentation](https://docs.n8n.io/advanced-ai/) covers models, tools, and agent patterns, while the node-based execution engine remains the platform's foundation.
+n8n works best when predictable workflows form the core requirement. Its [AI Agent node supports models and tools](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent), but the deterministic execution engine remains the platform's foundation.
 
 ### Pros
 
-- [Self-hosting](https://docs.n8n.io/hosting/) gives you direct control over data, credentials, scaling, and runtime configuration.
-- [Code nodes and custom nodes](https://docs.n8n.io/code/) support logic that prebuilt connectors cannot cover.
-- [Execution-based cloud pricing](https://n8n.io/pricing/) can suit complex workflows because plans meter workflow executions rather than every individual step.
-- The [n8n integrations directory](https://n8n.io/integrations/) offers connectors and templates across a mature ecosystem.
+- [Self-hosting](https://docs.n8n.io/deploy/host-n8n) gives you direct control over data, credentials, scaling, and runtime configuration.
+- [Code nodes](https://docs.n8n.io/build/code-in-n8n/using-the-code-node) and custom nodes support logic that prebuilt connectors cannot cover.
+- [Execution-based pricing](https://n8n.io/pricing/) can suit complex workflows because each full workflow run counts as one execution rather than charging for every step.
+- A [mature node ecosystem](https://n8n.io/integrations/) covers a broad range of databases, APIs, and business applications.
 
 ### Cons
 
 - Self-hosting requires you to manage deployment, upgrades, security, and capacity.
 - Non-technical users may find n8n harder to operate than managed no-code products.
-- n8n uses the source-available [Sustainable Use License](https://docs.n8n.io/sustainable-use-license/), a fair-code license rather than an OSI-approved open-source license. Sim uses Apache 2.0, which gives you broader rights to modify, redistribute, and build commercial products from the code.
+- n8n uses a source-available [fair-code license](https://docs.n8n.io/privacy-and-security/sustainable-use-license). Sim uses Apache 2.0, which gives you broader rights to modify, redistribute, and build commercial products from the code.
 
 ### Pricing
 
-n8n offers a Community Edition for eligible self-hosting under its [Sustainable Use License](https://docs.n8n.io/sustainable-use-license/). [Cloud plans](https://n8n.io/pricing/) charge according to monthly workflow executions, and enterprise pricing adds governance and support. Self-hosted deployments still carry infrastructure and maintenance costs. See [n8n alternatives](https://www.sim.ai/library/n8n-alternatives) for a deeper comparison of the tradeoffs.
+n8n offers a [Community Edition without a software license fee](https://docs.n8n.io/deploy/host-n8n/community-edition-features) for self-hosting. [Cloud plans charge according to monthly workflow executions](https://n8n.io/pricing/), and enterprise pricing adds governance and support. Self-hosted deployments still carry infrastructure and maintenance costs. Read our guide to [n8n alternatives](https://www.sim.ai/library/n8n-alternatives) for a deeper comparison.
 
 ## Zapier
 
-### Best for
-
-Teams that want a large app catalog and familiar no-code automation without managing infrastructure.
+**Best for:** Buyers who want an extensive app catalog and familiar no-code automation without managing infrastructure.
 
-Zapier's main strength comes from its [connector breadth](https://zapier.com/apps). A no-code operations team can connect common CRM, marketing, support, and productivity apps without building custom integrations or running automation servers.
+Zapier supports app-to-app automation through an [extensive connector catalog](https://zapier.com/apps). A no-code operations team can connect common CRM, marketing, support, and productivity apps without building custom integrations or running automation servers.
 
-Zapier provides a hosted automation builder based on [triggers and actions](https://help.zapier.com/hc/en-us/articles/8496308486285-Set-up-your-Zap-trigger). [Zapier Agents](https://zapier.com/agents) adds AI-driven task execution alongside Zapier's established workflow engine.
+Zapier provides a hosted automation builder based on [triggers and actions](https://help.zapier.com/hc/en-us/articles/8496288188429-Set-up-your-Zap-trigger). [Zapier Agents](https://zapier.com/agents) adds AI-driven task execution, but the agent product sits alongside Zapier's established workflow engine rather than serving as its foundation.
 
 ### Pros
 
-- Zapier's [app catalog](https://zapier.com/apps) supports a wide range of SaaS workflows.
+- Zapier's [extensive connector catalog](https://zapier.com/apps) supports a wide range of SaaS workflows.
 - The [hosted service](https://zapier.com/) handles deployment, maintenance, and infrastructure.
-- Its [no-code workflow editor](https://zapier.com/how-it-works) works well for users without programming experience.
+- The familiar [no-code interface](https://zapier.com/how-it-works) works well for users without programming experience.
 
 ### Cons
 
 - [Task-based billing](https://zapier.com/pricing) can become costly when high-volume workflows contain several billable actions.
 - Complex branching and data transformations can feel constrained compared with more technical builders.
-- [Zapier Agents](https://zapier.com/agents) provides less infrastructure control than an open-source, self-hostable platform.
+- [Zapier Agents](https://zapier.com/agents) provides less control over agent infrastructure than an open-source, self-hostable platform.
 
 ### Pricing
 
-Zapier offers a free plan and [paid tiers](https://zapier.com/pricing) based on task volume, features, and user access. Costs rise as workflows execute more billable actions, so buyers should estimate tasks per run before choosing a tier. Our review of the [best Zapier alternatives](https://www.sim.ai/library/best-zapier-alternatives) compares other pricing and deployment models.
+Zapier [offers a free plan and paid tiers](https://zapier.com/pricing) based largely on task volume, features, and user access. Costs rise as workflows execute more billable actions, so buyers should estimate tasks per run before choosing a tier. Compare more options in our guide to the [best Zapier alternatives](https://www.sim.ai/library/best-zapier-alternatives).
 
 ## Make
 
-### Best for
+**Best for:** Buyers who need visual SaaS automation with branching logic and limited coding.
 
-Teams that build SaaS-to-SaaS automations on a visual canvas and need branching logic without writing much code.
+Make's main strength is its mature scenario builder. [Routers split a workflow into conditional paths](https://help.make.com/router), while [iterators process items within collections](https://help.make.com/iterator). The canvas makes complex data movement easier to inspect, which helps when you connect systems such as a CRM, billing platform, and support desk.
 
-Make's main strength is its [visual scenario builder and app catalog](https://www.make.com/en/integrations). [Routers](https://help.make.com/router) split a workflow into conditional paths, while [iterators](https://help.make.com/iterator) process items within collections. The canvas makes complex data movement easier to inspect, which helps when you connect systems such as a CRM, billing platform, and support desk.
-
-Make also offers [AI Agents](https://www.make.com/en/ai-agents), but buyers should evaluate those features separately from its established scenario automation. Buyers seeking deep autonomous agent behavior may prefer an agent-native platform.
+Make also offers [AI Agents](https://www.make.com/en/ai-agents), but its scenario builder remains the primary focus in this comparison. Buyers seeking deep autonomous agent behavior may prefer an agent-native platform.
 
 ### Pros
 
 - The [visual canvas](https://www.make.com/en/product) shows each module, route, filter, and data mapping.
-- [Routers and iterators](https://help.make.com/router) support complex SaaS workflows across Make's [app catalog](https://www.make.com/en/integrations).
-- The [managed platform](https://www.make.com/en) removes infrastructure maintenance.
+- [Routers and iterators](https://help.make.com/router) support complex SaaS workflows.
+- The [managed service](https://www.make.com/en) removes infrastructure maintenance.
 
 ### Cons
 
 - Large scenarios can become difficult to scan and troubleshoot.
-- [Credit-based billing](https://www.make.com/en/pricing) can grow as scenarios process more modules or use AI features.
-- Make is a managed product and does not advertise a self-hosted, open-source deployment option on its [product page](https://www.make.com/en/product).
-- Make's [AI Agents](https://www.make.com/en/ai-agents) are a distinct feature surface from its deterministic scenario tools.
+- [Usage-based billing](https://www.make.com/en/pricing) can grow as scenarios process more steps.
+- Make's [product offering](https://www.make.com/en/product) does not include self-hosting or open-source deployment.
+- Buyers focused on agents should compare [Make's AI Agent controls](https://www.make.com/en/ai-agents) and deployment options with agent-native platforms.
 
 ### Pricing
 
-Make offers a free tier and [paid plans based on credits](https://www.make.com/en/pricing), feature access, and execution capacity. Make's [credits documentation](https://help.make.com/credits) explains how module actions and AI features consume credits, so workflows with many modules can use credits quickly.
+Make [offers a free tier and paid plans based on usage credits](https://www.make.com/en/pricing), feature access, and execution capacity. Its pricing works well for predictable scenarios, but workflows with many modules can consume credits quickly.
 
 ## Gumloop
 
-### Best for
+**Best for:** Non-technical operations and go-to-market buyers who want a managed visual builder.
 
-Non-technical operations and go-to-market teams that want a polished visual builder without managing infrastructure.
+Gumloop combines a [managed automation canvas](https://www.gumloop.com/) with ready-made go-to-market templates. [Hosted Model Context Protocol connections](https://www.gumloop.com/mcp) let workflows access compatible tools and data sources without requiring you to run the connection layer. A revenue operations team could use it to research accounts, enrich records, and route qualified leads through one hosted service.
 
-Gumloop combines a [managed automation canvas](https://www.gumloop.com/) with templates for common business workflows. Its [MCP integrations](https://www.gumloop.com/mcp) let workflows connect to compatible tools and data sources through a hosted product. A revenue operations team could use it to research accounts, enrich records, and route qualified leads through one service.
+Gumloop partially overlaps with Sim because both support visual AI workflows. Gumloop is positioned for buyers who want a managed no-code service, while Sim is the better fit when self-hosting, Apache 2.0 licensing, or multiple builder modes matter.
 
 ### Pros
 
 - The [managed canvas](https://www.gumloop.com/) removes server maintenance and deployment work.
-- Gumloop's [templates](https://www.gumloop.com/templates) shorten setup for common research and enrichment workflows.
-- [Hosted MCP integrations](https://www.gumloop.com/mcp) reduce the work required to connect compatible services.
+- [Go-to-market templates](https://www.gumloop.com/templates) shorten setup for common research and enrichment workflows.
+- [Hosted MCP support](https://www.gumloop.com/mcp) reduces the work required to connect compatible services.
 
 ### Cons
 
-- Gumloop does not advertise the same open-source ownership or self-hosting options as Sim on its [product site](https://www.gumloop.com/).
+- Gumloop's [product offering](https://www.gumloop.com/) does not provide the same open-source ownership or self-hosting options as Sim.
 - [Credit-based usage](https://www.gumloop.com/pricing) can make costs harder to forecast when workflows process uneven volumes.
 - Technical builders have less infrastructure control than they get with open-source platforms.
 
 ### Pricing
 
-Gumloop's [official pricing page](https://www.gumloop.com/pricing) lists its current plans, included credits, usage charges, and Enterprise option. Credit consumption varies by workload, so buyers should model representative runs rather than compare only subscription prices. See our guide to the [best Gumloop alternatives](https://www.sim.ai/library/best-gumloop-alternatives-in-2026) for more options.
+Gumloop uses [managed subscription plans with usage credits](https://www.gumloop.com/pricing). Your cost depends on plan limits and workflow consumption, so estimate expected run volume before choosing a tier.
 
 ## How the top picks compare
 
-The table uses ✅ for strong support, 🟡 for partial or narrower support, and ❌ for no meaningful option. Product capabilities and pricing models should always be checked against the linked vendor pages before purchase.
+The table uses ✅ for broad native support, 🟡 for narrower or add-on support, and ❌ when the product does not offer the capability described.
 
 | Product | Builder model | Agent depth | Deployment surfaces | Model flexibility | Hosting and license | Pricing model |
 | --- | --- | --- | --- | --- | --- | --- |
-| **Sim** | ✅ Language, canvas, and code | ✅ Agent-native reasoning and context | ✅ API, chat, and MCP | ✅ Multiple providers, BYOK, and local options | ✅ [Apache 2.0](https://github.com/simstudioai/sim/blob/main/LICENSE), cloud or self-hosted | 🟡 [Seats plus usage credits](https://www.sim.ai/pricing) |
-| **n8n** | ✅ [Visual nodes and code](https://docs.n8n.io/code/) | 🟡 [Agent nodes inside automation](https://docs.n8n.io/advanced-ai/) | 🟡 [Workflows and webhooks](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.webhook/) | ✅ [Multiple provider integrations](https://n8n.io/integrations/categories/ai/) | 🟡 [Sustainable Use License](https://docs.n8n.io/sustainable-use-license/), cloud or self-hosted | ✅ [Execution-based](https://n8n.io/pricing/) |
-| **Zapier** | 🟡 [No-code Zaps and Agents](https://zapier.com/agents) | 🟡 [Agents alongside automation](https://zapier.com/agents) | 🟡 [Cloud workflows and Agents](https://zapier.com/agents) | 🟡 [Managed AI options](https://zapier.com/ai) | ❌ [Proprietary cloud service](https://zapier.com/) | 🟡 [Task-based](https://zapier.com/pricing) |
-| **Make** | ✅ [Visual scenarios](https://www.make.com/en/product) | 🟡 [AI Agents](https://www.make.com/en/ai-agents) | 🟡 [Scenarios and webhooks](https://help.make.com/webhooks) | 🟡 [Provider integrations](https://www.make.com/en/integrations) | ❌ [Managed cloud product](https://www.make.com/en/product) | 🟡 [Credit-based](https://www.make.com/en/pricing) |
-| **Gumloop** | 🟡 [Managed visual canvas](https://www.gumloop.com/) | ✅ [AI-first workflows](https://www.gumloop.com/) | 🟡 [Hosted workflows and MCP](https://www.gumloop.com/mcp) | 🟡 [Managed model options](https://www.gumloop.com/) | ❌ [Managed product](https://www.gumloop.com/) | 🟡 [Credit-based](https://www.gumloop.com/pricing) |
+| **Sim** | ✅ [Language, canvas, and code](https://docs.sim.ai/introduction) | ✅ Agent-native reasoning and context | ✅ [API, chat, and MCP](https://docs.sim.ai/workflows/deployment) | ✅ Multiple providers, BYOK, and local options | ✅ [Apache 2.0, cloud or self-hosted](https://github.com/simstudioai/sim) | 🟡 [Seats plus usage credits](https://www.sim.ai/pricing) |
+| **n8n** | ✅ [Visual nodes and code](https://docs.n8n.io/build/code-in-n8n/using-the-code-node) | 🟡 [Agent nodes inside automation](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent) | 🟡 [Workflows and webhooks](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.webhook) | ✅ [Configurable LLM components](https://docs.n8n.io/build/integrate-ai/langchain-in-n8n) | 🟡 [Fair-code, cloud or self-hosted](https://docs.n8n.io/privacy-and-security/sustainable-use-license) | ✅ [Execution-based](https://n8n.io/pricing/) |
+| **Zapier** | 🟡 [No-code Zaps and Agents](https://zapier.com/agents) | 🟡 [Agents layered onto automation](https://zapier.com/agents) | 🟡 Cloud workflows and Agents | 🟡 Managed provider choices | ❌ [Proprietary cloud](https://zapier.com/) | 🟡 [Task-based](https://zapier.com/pricing) |
+| **Make** | ✅ [Mature visual scenarios](https://www.make.com/en/product) | 🟡 [AI Agent blocks](https://www.make.com/en/ai-agents) | 🟡 Scenarios and webhooks | 🟡 Provider integrations | ❌ [Proprietary cloud](https://www.make.com/en/product) | ✅ [Credit-based](https://www.make.com/en/pricing) |
+| **Gumloop** | 🟡 [Managed visual canvas](https://www.gumloop.com/) | 🟡 AI-oriented workflows | 🟡 [Hosted workflows and MCP](https://www.gumloop.com/mcp) | 🟡 Managed model options | ❌ [Proprietary cloud](https://www.gumloop.com/) | 🟡 [Credit-based](https://www.gumloop.com/pricing) |
 
 ## Which tool fits your situation
 
-- **Solo developer or technical builder.** Choose Sim for agent-heavy projects that may move between natural language, a visual canvas, and code. Choose [n8n](https://docs.n8n.io/code/) when deterministic automation and code extensibility take priority.
-- **Ops or no-code team.** Choose [Zapier](https://zapier.com/apps) for straightforward SaaS automation and connector breadth. Choose [Gumloop](https://www.gumloop.com/) when you need a managed visual builder for AI-driven operations or GTM workflows.
-- **Enterprise needing governance.** Choose [Sim Enterprise](https://www.sim.ai/pricing) when your agent program requires organizational controls, deployment options, and execution visibility. [Zapier](https://zapier.com/enterprise) remains a simpler choice for standardized app-to-app automation without infrastructure management.
-- **Team wanting to self-host or own infrastructure.** Choose [Sim](https://sim.ai) when you want agent-native workflows under an [Apache 2.0 license](https://github.com/simstudioai/sim). Choose [n8n](https://docs.n8n.io/hosting/) when mature deterministic automation matters more than a permissive open-source license.
+- **Solo developer or technical builder.** Choose Sim for agent-heavy projects that may move between natural language, a visual canvas, and code. Choose n8n when deterministic automation and code extensibility take priority.
+- **Operations or no-code buyer.** Choose Zapier for straightforward SaaS automation and an extensive connector catalog. Choose Gumloop when you need a managed visual builder for AI-driven operations or GTM workflows.
+- **Enterprise buyer needing governance.** Consider [Sim Enterprise](https://www.sim.ai/pricing) when your agent program requires access controls, SSO, governed deployment, and block-level execution records. Zapier remains the simpler choice for standardized app-to-app automation without infrastructure management.
+- **Buyer wanting to self-host or control infrastructure.** Choose [Sim](https://sim.ai) when you want agent-native workflows under an [Apache 2.0 license](https://github.com/simstudioai/sim). Choose [n8n](https://docs.n8n.io/deploy/host-n8n) when mature deterministic automation matters more than a permissive open-source license.
 
 ## Why Sim leads this list
 
-Sim leads this general ranking because it gives technical buyers several ways to build while preserving control over their infrastructure. [Mothership](https://docs.sim.ai/mothership) creates and modifies workspace resources through natural language, while the visual canvas exposes workflow logic for inspection. APIs and SDKs support custom code when a prototype needs deeper integration.
-
-Sim's [Apache 2.0 core](https://github.com/simstudioai/sim) permits self-hosting without the commercial restrictions of fair-code licenses. You can use the managed cloud during early development, then operate the core on your own infrastructure. [Enterprise plans](https://www.sim.ai/pricing) add governance options when organizational requirements expand.
+Sim leads this general ranking because it gives technical buyers several ways to build while preserving control over their infrastructure. [Mothership creates and modifies workspace resources through natural language](https://docs.sim.ai/introduction), while the visual canvas exposes workflow logic for inspection. APIs and SDKs support custom code when a prototype needs deeper integration.
 
-The Sim workspace also keeps workflows connected to data, files, knowledge, integrations, and execution logs. Workflows can move into production as APIs or hosted chat experiences, and MCP provides another deployment option. You can inspect runs without adding a separate monitoring product.
+Sim's [Apache 2.0 core](https://github.com/simstudioai/sim) permits self-hosting without the commercial restrictions of fair-code licenses. You can use the managed cloud during early development, then [operate the core on your own infrastructure](https://docs.sim.ai/platform/self-hosting). [Enterprise plans](https://www.sim.ai/pricing) add governed self-hosting and access controls when organizational requirements expand.
 
-Gumloop is the closest product analog in this ranking because [both support visual AI workflows](https://www.gumloop.com/). Gumloop provides a managed no-code experience for buyers who do not want infrastructure responsibility. Sim gives technical buyers more control through self-hosting, an Apache 2.0 license, and natural-language, visual, and programmatic builder modes.
+The Sim workspace keeps workflow logic alongside Tables, Files, knowledge bases, integrations, and execution logs. You can [deploy versioned workflows as APIs, hosted chat experiences, or MCP tools](https://docs.sim.ai/workflows/deployment). You can inspect each run and its actual cost without adding a separate monitoring product.
 
-[Start building with Sim](https://sim.ai) or review the [open-source repository on GitHub](https://github.com/simstudioai/sim).
+Explore [Sim](https://sim.ai) or review the [open-source Sim repository](https://github.com/simstudioai/sim) on GitHub.
diff --git a/apps/sim/content/library/best-gumloop-alternatives-in-2026/index.mdx b/apps/sim/content/library/best-gumloop-alternatives-in-2026/index.mdx
index c3abdaa9b25..c46db9242b5 100644
--- a/apps/sim/content/library/best-gumloop-alternatives-in-2026/index.mdx
+++ b/apps/sim/content/library/best-gumloop-alternatives-in-2026/index.mdx
@@ -59,9 +59,9 @@ For a focused look at the licensing decision, read [Apache 2.0 vs. fair-code](ht
 
 Gumloop and Sim both use visual workflow building, but they diverge in how a builder edits and controls the canvas. [Gumloop's product documentation](https://docs.gumloop.com/) describes a node-based flow made from pre-built blocks, where much of the work happens by connecting nodes and filling fields. That makes it possible for a marketer or ops lead to ship an automation without writing code.
 
-Sim pairs its workspace canvas with a natural-language interface that can help create and change workspace resources. [Zapier's Copilot](https://zapier.com/blog/zapier-copilot/) and [Make AI](https://www.make.com/en/ai) are examples of automation vendors adding instruction-driven assistance. The practical question is scope: whether the assistant can only assemble a workflow or can also help organize the resources around it. A technical team should still be able to inspect and change the underlying logic.
+Sim pairs its workspace canvas with a natural-language interface that can help create and change workspace resources. [Zapier's Copilot](https://zapier.com/blog/zapier-copilot-guide/) and [Make AI](https://www.make.com/en/ai) are examples of automation vendors adding instruction-driven assistance. The practical question is scope: whether the assistant can only assemble a workflow or can also help organize the resources around it. A technical team should still be able to inspect and change the underlying logic.
 
-The classic automation canvases split along familiar lines. [Zapier's workflow product](https://zapier.com/zaps) emphasizes trigger-action automation, [Make's scenario builder](https://www.make.com/en/features) offers visual tools for more involved scenarios, and [n8n's Code node](https://docs.n8n.io/code/code-node/) exposes code and expressions for technical users. Where you land depends on whether your builders think primarily in blocks or in code.
+The classic automation canvases split along familiar lines. [Zapier's workflow product](https://zapier.com/workflows) emphasizes trigger-action automation, [Make's scenario builder](https://www.make.com/en/features) offers visual tools for more involved scenarios, and [n8n's Code node](https://docs.n8n.io/code/code-node/) exposes code and expressions for technical users. Where you land depends on whether your builders think primarily in blocks or in code.
 
 ## Which platform goes deeper on agents?
 
@@ -83,7 +83,7 @@ When an agent needs to recall a document, check a record it wrote earlier, or gr
 
 Sim lets builders choose models at the block level and use their own provider keys. A workflow can therefore assign different model providers or local endpoints to different tasks. Self-hosted deployments can also connect to local-model services such as Ollama or vLLM; the repository's [self-hosting documentation](https://docs.sim.ai/self-hosting/docker) describes that setup.
 
-Bring-your-own-key support differs by platform. [Gumloop's pricing](https://www.gumloop.com/pricing), [Zapier Agents documentation](https://help.zapier.com/hc/en-us/articles/31928045445005-Use-your-own-AI-provider-account-in-Zapier-Agents), and [n8n's AI documentation](https://docs.n8n.io/advanced-ai/) are the primary sources to check for current provider and plan support. [Lindy](https://www.lindy.ai/) and [Clay](https://www.clay.com/) package their own product experiences, so their value proposition is not simply raw model routing. If avoiding provider lock-in matters, test per-step choice, key ownership, and a local-model path against your actual requirements.
+Bring-your-own-key support differs by platform. [Gumloop's pricing](https://www.gumloop.com/pricing), [Zapier Agents documentation](https://help.zapier.com/hc/en-us/articles/44335174141581-Use-your-own-AI-accounts-in-Zapier), and [n8n's AI documentation](https://docs.n8n.io/advanced-ai/) are the primary sources to check for current provider and plan support. [Lindy](https://www.lindy.ai/) and [Clay](https://www.clay.com/) package their own product experiences, so their value proposition is not simply raw model routing. If avoiding provider lock-in matters, test per-step choice, key ownership, and a local-model path against your actual requirements.
 
 [Our BYOK multi-model AI agent builder guide](https://www.sim.ai/library/byok-multi-model-ai-agent-builder) explains the practical difference between hosted, bring-your-own-key, and local execution.
 
@@ -97,7 +97,7 @@ Deployment is the real test of a Gumloop alternative. A workflow that runs in th
 
 Sim is released under Apache 2.0, so a team can read, modify, and run the code. Docker Compose and Kubernetes deployment paths are included in the repository. Self-hosting shifts platform operations to your own infrastructure and model-provider accounts.
 
-[n8n's Sustainable Use License](https://docs.n8n.io/sustainable-use-license/) is source-available and self-hostable, but it is not an OSI-approved open-source license; n8n explains its position in its [license documentation](https://docs.n8n.io/sustainable-use-license/). Some n8n capabilities are also offered through commercial plans. [Zapier](https://zapier.com/), [Make](https://www.make.com/), [Workato](https://www.workato.com/), [Lindy](https://www.lindy.ai/), [Clay](https://www.clay.com/), and [Gumloop](https://www.gumloop.com/) are vendor-operated products; consult each vendor directly for current source-access and deployment terms. For teams with compliance or data-residency requirements, that distinction can narrow the shortlist before any feature comparison begins.
+[n8n's Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) is source-available and self-hostable, but it is not an OSI-approved open-source license; n8n explains its position in its [license documentation](https://docs.n8n.io/privacy-and-security/sustainable-use-license/). Some n8n capabilities are also offered through commercial plans. [Zapier](https://zapier.com/), [Make](https://www.make.com/), [Workato](https://www.workato.com/), [Lindy](https://www.lindy.ai/), [Clay](https://www.clay.com/), and [Gumloop](https://www.gumloop.com/) are vendor-operated products; consult each vendor directly for current source-access and deployment terms. For teams with compliance or data-residency requirements, that distinction can narrow the shortlist before any feature comparison begins.
 
 ## Gumloop's fair concession
 
diff --git a/apps/sim/content/library/best-multi-agent-frameworks-2026/index.mdx b/apps/sim/content/library/best-multi-agent-frameworks-2026/index.mdx
index ddab3d0330d..ef80c9e9f9a 100644
--- a/apps/sim/content/library/best-multi-agent-frameworks-2026/index.mdx
+++ b/apps/sim/content/library/best-multi-agent-frameworks-2026/index.mdx
@@ -112,7 +112,7 @@ This article treats license accuracy, current product status, and pricing units
 - **CrewAI:** CrewAI is an [MIT-licensed code-first framework](https://github.com/crewAIInc/crewAI), while [CrewAI's commercial platform](https://crewai.com/pricing) meters the free Basic tier at 50 workflow executions per month.
 - **Microsoft Agent Framework:** Microsoft Agent Framework is an [MIT-licensed framework](https://github.com/microsoft/agent-framework) that Microsoft positions as the [enterprise-ready successor to AutoGen](https://learn.microsoft.com/en-us/agent-framework/overview/).
 - **AutoGen:** [AutoGen is in maintenance mode](https://github.com/microsoft/autogen), and the root `microsoft/autogen` repository states a CC BY 4.0 license; package-level licenses were not audited for this comparison.
-- **n8n:** n8n uses the source-available [Sustainable Use License, Version 1.0](https://docs.n8n.io/sustainable-use-license/), and its [hosted plans](https://n8n.io/pricing/) are billed by complete workflow executions rather than individual steps.
+- **n8n:** n8n uses the source-available [Sustainable Use License, Version 1.0](https://docs.n8n.io/privacy-and-security/sustainable-use-license/), and its [hosted plans](https://n8n.io/pricing/) are billed by complete workflow executions rather than individual steps.
 
 ## How do the seven multi-agent frameworks compare?
 
@@ -126,7 +126,7 @@ This article treats license accuracy, current product status, and pricing units
 | 4 | [CrewAI](https://crewai.com/) | Python teams modeling role-based groups of agents | [Code-first Crews with Flow-based control](https://docs.crewai.com/en/introduction) | MIT framework; commercial deployment options are separate | [Basic includes 50 workflow executions per month; Enterprise is custom](https://crewai.com/pricing) |
 | 5 | [Microsoft Agent Framework](https://learn.microsoft.com/en-us/agent-framework/overview/) | Teams starting new agent systems in Microsoft's ecosystem | Code-first agent and graph-workflow framework | MIT | [Microsoft identifies it as the successor path for new AutoGen users](https://learn.microsoft.com/en-us/agent-framework/migration-guide/from-autogen/) |
 | 6 | [AutoGen](https://github.com/microsoft/autogen) | Existing AutoGen systems that need maintenance or migration | Code-first conversational and event-driven agents | Root repository states CC BY 4.0; package-level licenses were not audited here | [Maintenance mode; Microsoft directs new users to Agent Framework](https://github.com/microsoft/autogen) |
-| 7 | [n8n](https://n8n.io/) | Integration-led business automation with AI-agent steps | [Visual automation workflows and nodes](https://docs.n8n.io/workflows/) | [Sustainable Use License v1.0; source-available and not OSI-approved](https://docs.n8n.io/sustainable-use-license/) | [Cloud plans charge by complete workflow executions](https://n8n.io/pricing/) |
+| 7 | [n8n](https://n8n.io/) | Integration-led business automation with AI-agent steps | [Visual automation workflows and nodes](https://docs.n8n.io/workflows/) | [Sustainable Use License v1.0; source-available and not OSI-approved](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) | [Cloud plans charge by complete workflow executions](https://n8n.io/pricing/) |
 
 ## Which multi-agent framework is best for production?
 
@@ -333,22 +333,22 @@ This comparison did not audit every package-level license within the AutoGen mon
 
 [n8n](https://n8n.io/) is a [visual automation platform](https://docs.n8n.io/) that connects triggers, SaaS applications, databases, code, and AI capabilities in workflows. Its [execution-based billing model](https://n8n.io/pricing/) can be attractive for workflows with many steps because n8n counts a complete workflow run as one execution rather than billing per node.
 
-n8n is [self-hostable](https://docs.n8n.io/hosting/), but its licensing must be described precisely. n8n uses the **[Sustainable Use License, Version 1.0](https://docs.n8n.io/sustainable-use-license/)**, a fair-code, source-available license that is not OSI-approved open source. The license permits internal business use and noncommercial or personal use, but it restricts providing n8n to others as a paid hosted service or white-label product without a separate commercial agreement.
+n8n is [self-hostable](https://docs.n8n.io/hosting/), but its licensing must be described precisely. n8n uses the **[Sustainable Use License, Version 1.0](https://docs.n8n.io/privacy-and-security/sustainable-use-license/)**, a fair-code, source-available license that is not OSI-approved open source. The license permits internal business use and noncommercial or personal use, but it restricts providing n8n to others as a paid hosted service or white-label product without a separate commercial agreement.
 
 ### Pros
 
 - [n8n provides visual workflows](https://docs.n8n.io/workflows/) for connecting operational systems and AI steps.
 - [Complete-workflow execution billing](https://n8n.io/pricing/) is straightforward for automations with many nodes.
 - n8n supports both [hosted plans](https://n8n.io/pricing/) and [self-hosting](https://docs.n8n.io/hosting/).
-- The Community Edition can support internal automation under the [Sustainable Use License terms](https://docs.n8n.io/sustainable-use-license/).
+- The Community Edition can support internal automation under the [Sustainable Use License terms](https://docs.n8n.io/privacy-and-security/sustainable-use-license/).
 - n8n is a strong fit when SaaS integration and deterministic business automation are the central requirements.
 
 ### Cons
 
 - n8n is automation-first rather than a framework designed primarily around agent-to-agent orchestration.
 - Multi-agent state and handoffs require deliberate workflow design.
-- [Sustainable Use License v1.0](https://docs.n8n.io/sustainable-use-license/) is source-available but not OSI-approved open source.
-- [White-label resale and charging others for hosted n8n access](https://docs.n8n.io/sustainable-use-license/) require a separate commercial agreement.
+- [Sustainable Use License v1.0](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) is source-available but not OSI-approved open source.
+- [White-label resale and charging others for hosted n8n access](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) require a separate commercial agreement.
 
 ### Pricing
 
@@ -381,7 +381,7 @@ Sim is also the stronger fit when permissive Apache 2.0 self-hosting and visual
 
 ## When should a team choose n8n?
 
-**A team should choose n8n when SaaS integrations and complete-workflow business automation are more important than agent-native orchestration.** n8n is the better pick for integration-led operational workflows that include AI-agent steps but center triggers, applications, databases, and deterministic automation. Teams should evaluate its [Sustainable Use License v1.0](https://docs.n8n.io/sustainable-use-license/) against the intended commercial model before deployment.
+**A team should choose n8n when SaaS integrations and complete-workflow business automation are more important than agent-native orchestration.** n8n is the better pick for integration-led operational workflows that include AI-agent steps but center triggers, applications, databases, and deterministic automation. Teams should evaluate its [Sustainable Use License v1.0](https://docs.n8n.io/privacy-and-security/sustainable-use-license/) against the intended commercial model before deployment.
 
 ## Why does Sim lead for production multi-agent systems?
 
@@ -389,13 +389,13 @@ Sim is also the stronger fit when permissive Apache 2.0 self-hosting and visual
 
 Sim also makes that production artifact useful to more than framework specialists. Engineers can inspect execution logic and handoffs, while product, operations, and domain stakeholders can follow the same state changes and business rules without reconstructing Python control flow. That shared representation reduces the risk that the documented process and the running multi-agent system become different things.
 
-The [Apache 2.0 license](https://github.com/simstudioai/sim) strengthens that production case. Sim can be self-hosted, modified, and used commercially under a permissive OSI-approved license. [n8n is also self-hostable but uses Sustainable Use License v1.0](https://docs.n8n.io/sustainable-use-license/), which restricts some paid hosting and white-label use. [LangGraph](https://github.com/langchain-ai/langgraph), [CrewAI](https://github.com/crewAIInc/crewAI), [OpenAI Agents SDK](https://github.com/openai/openai-agents-python), and [Microsoft Agent Framework](https://github.com/microsoft/agent-framework) use permissive MIT licenses, but they remain code-first rather than offering Sim's visual combination of agent and deterministic workflow control.
+The [Apache 2.0 license](https://github.com/simstudioai/sim) strengthens that production case. Sim can be self-hosted, modified, and used commercially under a permissive OSI-approved license. [n8n is also self-hostable but uses Sustainable Use License v1.0](https://docs.n8n.io/privacy-and-security/sustainable-use-license/), which restricts some paid hosting and white-label use. [LangGraph](https://github.com/langchain-ai/langgraph), [CrewAI](https://github.com/crewAIInc/crewAI), [OpenAI Agents SDK](https://github.com/openai/openai-agents-python), and [Microsoft Agent Framework](https://github.com/microsoft/agent-framework) use permissive MIT licenses, but they remain code-first rather than offering Sim's visual combination of agent and deterministic workflow control.
 
 Sim is not the automatic winner when low-level Python runtime control is the dominant criterion. LangGraph is the stronger choice for that requirement. Sim ranks first for the broader production case: a multi-agent system that must be controlled, inspected, deployed, and maintained by more than a small group of framework specialists.
 
 ## What is the best open-source multi-agent framework?
 
-**Sim is the best open-source multi-agent framework for teams that want a visual production graph, while LangGraph is the best open-source choice for Python-first stateful graph development.** Sim uses Apache 2.0; [LangGraph](https://github.com/langchain-ai/langgraph), [CrewAI](https://github.com/crewAIInc/crewAI), [OpenAI Agents SDK](https://github.com/openai/openai-agents-python), and [Microsoft Agent Framework](https://github.com/microsoft/agent-framework) use MIT. [n8n is source-available under Sustainable Use License v1.0](https://docs.n8n.io/sustainable-use-license/), not OSI-approved open source.
+**Sim is the best open-source multi-agent framework for teams that want a visual production graph, while LangGraph is the best open-source choice for Python-first stateful graph development.** Sim uses Apache 2.0; [LangGraph](https://github.com/langchain-ai/langgraph), [CrewAI](https://github.com/crewAIInc/crewAI), [OpenAI Agents SDK](https://github.com/openai/openai-agents-python), and [Microsoft Agent Framework](https://github.com/microsoft/agent-framework) use MIT. [n8n is source-available under Sustainable Use License v1.0](https://docs.n8n.io/privacy-and-security/sustainable-use-license/), not OSI-approved open source.
 
 ## Related comparisons
 
diff --git a/apps/sim/content/library/best-no-code-ai-agent-builders-2026/index.mdx b/apps/sim/content/library/best-no-code-ai-agent-builders-2026/index.mdx
index 3ca84cd17bc..fa4ddb88f26 100644
--- a/apps/sim/content/library/best-no-code-ai-agent-builders-2026/index.mdx
+++ b/apps/sim/content/library/best-no-code-ai-agent-builders-2026/index.mdx
@@ -37,7 +37,7 @@ faq:
 - **Best for data and document pipelines:** [Gumloop](https://docs.gumloop.com/)
 - **Best for customer-facing chatbots:** [Botpress](https://botpress.com/docs)
 - **Best for existing Zapier users:** [Zapier Agents](https://zapier.com/agents)
-- **Best for a personal, self-hostable AI assistant:** [Vellum Assistant](https://github.com/vellum-ai/vellum)
+- **Best for a personal, self-hostable AI assistant:** [Vellum Assistant](https://github.com/vellum-ai/vellum-assistant)
 
 ## Related comparisons
 
@@ -77,7 +77,7 @@ Botpress uses a proprietary cloud license, [does not offer new self-hosted deplo
 
 Zapier Agents uses a proprietary license, does not offer self-hosting, and [bills primarily by activity](https://zapier.com/pricing).
 
-Vellum Assistant uses an [MIT-licensed runtime](https://github.com/vellum-ai/vellum), offers self-hosting without a platform fee, and [bills through dollar-denominated credits and package resources](https://www.vellum.ai/pricing).
+Vellum Assistant uses an [MIT-licensed runtime](https://github.com/vellum-ai/vellum-assistant), offers self-hosting without a platform fee, and [bills through dollar-denominated credits and package resources](https://www.vellum.ai/pricing).
 
 ## What is a low-code AI agent builder?
 
@@ -125,7 +125,7 @@ Pricing units are not directly comparable: a credit, activity, conversation, mod
 | 5 | Gumloop | Data and document pipelines | [Visual node canvas](https://docs.gumloop.com/) | [Pro starts at $37/month with 20,000 credits](https://www.gumloop.com/pricing) | [$1 = 200 credits](https://docs.gumloop.com/core-concepts/credits) | [Proprietary plans; customer VPC is an Enterprise option](https://www.gumloop.com/pricing) |
 | 6 | Botpress | Customer-facing chatbots | [Visual agent studio](https://botpress.com/docs) | [Free is $0 with 100 conversations; Plus is $150/month billed annually](https://botpress.com/pricing) | [Conversations](https://botpress.com/pricing) | [Cloud-first; new v12 self-hosting is sunset](https://www.botpress.com/docs/studio/guides/advanced/v12/) |
 | 7 | Zapier Agents | AI inside an existing Zapier stack | [Agent builder connected to Zapier apps](https://zapier.com/agents) | [Free is $0 with 400 activities; Pro is $400/year](https://zapier.com/pricing) | [Activities, separate from Zap tasks](https://zapier.com/pricing) | [Proprietary cloud plans](https://zapier.com/pricing); no published self-hosting option |
-| 8 | Vellum Assistant | Personal, self-hostable AI assistant | [Personal AI computer interface](https://www.vellum.ai/docs/getting-started/what-is-vellum) | [Base is free; Mighty is $30/month](https://www.vellum.ai/pricing) | [Dollar-denominated credits and package resources](https://www.vellum.ai/docs/pricing) | [MIT-licensed runtime](https://github.com/vellum-ai/vellum); self-hostable with no platform fee |
+| 8 | Vellum Assistant | Personal, self-hostable AI assistant | [Personal AI computer interface](https://www.vellum.ai/docs/getting-started/what-is-vellum) | [Base is free; Mighty is $30/month](https://www.vellum.ai/pricing) | [Dollar-denominated credits and package resources](https://www.vellum.ai/docs/pricing) | [MIT-licensed runtime](https://github.com/vellum-ai/vellum-assistant); self-hostable with no platform fee |
 
 ## 1. Sim
 
@@ -279,11 +279,11 @@ Zapier Agents is easiest to justify when a team already operates on Zapier. Its
 
 **Best for:** Individuals who want a personal AI assistant they can self-host under an MIT-licensed runtime.
 
-Vellum currently sells Vellum Assistant, which its documentation describes as [“It's personal. Not a team tool”](https://www.vellum.ai/docs/getting-started/what-is-vellum). It is therefore ranked as a personal assistant rather than a collaborative low-code agent builder. The [runtime is MIT-licensed and self-hostable with no platform fee](https://github.com/vellum-ai/vellum); self-hosters provide their own infrastructure and model keys.
+Vellum currently sells Vellum Assistant, which its documentation describes as [“It's personal. Not a team tool”](https://www.vellum.ai/docs/getting-started/what-is-vellum). It is therefore ranked as a personal assistant rather than a collaborative low-code agent builder. The [runtime is MIT-licensed and self-hostable with no platform fee](https://github.com/vellum-ai/vellum-assistant); self-hosters provide their own infrastructure and model keys.
 
 **Pros**
 
-- [MIT-licensed runtime with a documented self-hosting path](https://github.com/vellum-ai/vellum)
+- [MIT-licensed runtime with a documented self-hosting path](https://github.com/vellum-ai/vellum-assistant)
 - [No platform fee when self-hosted](https://www.vellum.ai/pricing)
 - [Managed packages include compute, storage, and dollar-denominated credits](https://www.vellum.ai/pricing)
 - [Public pricing](https://www.vellum.ai/pricing) is explicit for the current Vellum Assistant product
@@ -304,7 +304,7 @@ The advantage is a practical growth path. A non-technical builder can [assemble
 
 The evidence is concrete: as of August 2026, the code is [licensed under the Apache License 2.0](https://github.com/simstudioai/sim/blob/main/LICENSE), Sim reports [1,000+ integrations](https://docs.sim.ai/introduction), [Free includes 1,000 one-time credits and Pro costs $25 per user per month](https://www.sim.ai/pricing), and [each credit is priced at $0.005](https://docs.sim.ai/platform/costs). Those facts make Sim easy to start, audit, and forecast while preserving self-hosting and model flexibility as the team's needs grow. n8n has the [larger verified integration catalog](https://n8n.io/integrations/) and [template ecosystem](https://n8n.io/workflows/), but its [Sustainable Use License](https://github.com/n8n-io/n8n/blob/master/LICENSE.md) is source-available fair-code rather than OSI-approved open source.
 
-Sim does not lead every specialist category. [Lindy](https://www.lindy.ai/) is a better fit for a buyer seeking a personal AI teammate. [Botpress](https://botpress.com/docs) is more focused on customer-facing chatbots. [Gumloop](https://docs.gumloop.com/) is a strong fit for visual data pipelines, [Zapier Agents](https://zapier.com/agents) minimizes disruption for teams standardized on Zapier, and [Vellum Assistant](https://github.com/vellum-ai/vellum) offers an MIT-licensed personal assistant runtime. Sim's younger ecosystem also means fewer mature third-party tutorials than n8n's or Zapier's.
+Sim does not lead every specialist category. [Lindy](https://www.lindy.ai/) is a better fit for a buyer seeking a personal AI teammate. [Botpress](https://botpress.com/docs) is more focused on customer-facing chatbots. [Gumloop](https://docs.gumloop.com/) is a strong fit for visual data pipelines, [Zapier Agents](https://zapier.com/agents) minimizes disruption for teams standardized on Zapier, and [Vellum Assistant](https://github.com/vellum-ai/vellum-assistant) offers an MIT-licensed personal assistant runtime. Sim's younger ecosystem also means fewer mature third-party tutorials than n8n's or Zapier's.
 
 ## Sim vs n8n: which should you choose?
 
@@ -332,7 +332,7 @@ n8n's genuine advantages are its [larger integration catalog](https://n8n.io/int
 5. **Choose [Gumloop](https://docs.gumloop.com/) for visual data and document pipelines.** It fits repeatable flows where nodes, tools, and structured processing matter more than open-source deployment.
 6. **Choose [Botpress](https://botpress.com/docs) for customer-facing conversational agents.** It is the most specialized option here for managed chatbot operations, but [not for new self-hosted deployments](https://www.botpress.com/docs/studio/guides/advanced/v12/).
 7. **Choose [Zapier Agents](https://zapier.com/agents) when your stack already runs on Zapier.** It reduces integration switching costs but adds an [activity-based subscription](https://zapier.com/pricing) alongside core Zapier usage.
-8. **Choose [Vellum Assistant](https://github.com/vellum-ai/vellum) for a personal, self-hostable assistant.** It is [not a team workflow builder](https://www.vellum.ai/docs/getting-started/what-is-vellum), but its MIT-licensed runtime and no-platform-fee self-hosting suit individual deployments.
+8. **Choose [Vellum Assistant](https://github.com/vellum-ai/vellum-assistant) for a personal, self-hostable assistant.** It is [not a team workflow builder](https://www.vellum.ai/docs/getting-started/what-is-vellum), but its MIT-licensed runtime and no-platform-fee self-hosting suit individual deployments.
 
 ## What should you verify before buying?
 
diff --git a/apps/sim/content/library/dify-alternatives/index.mdx b/apps/sim/content/library/dify-alternatives/index.mdx
index 854fef43162..53af23be6e3 100644
--- a/apps/sim/content/library/dify-alternatives/index.mdx
+++ b/apps/sim/content/library/dify-alternatives/index.mdx
@@ -240,7 +240,7 @@ Compared with Dify, Langflow gives Python teams more direct component-level cust
 - [Python developers can modify component code](https://docs.langflow.org/components-custom-components) and behavior directly.
 - A visual graph makes model, prompt, tool, and retrieval relationships easier to inspect than code alone.
 - [Node-level execution data](https://docs.langflow.org/concepts-flows) can help teams inspect inputs, outputs, and timing.
-- [Self-hosting](https://docs.langflow.org/deployment-deploy-langflow) gives operators control over infrastructure and data location.
+- [Self-hosting](https://docs.langflow.org/deployment-caddyfile) gives operators control over infrastructure and data location.
 
 ### Cons
 
@@ -265,7 +265,7 @@ Compared with Dify, Langflow gives Python teams more direct component-level cust
 | 2 | [n8n](https://n8n.io) | [Sustainable Use License Version 1.0; source-available fair-code, not OSI-approved](https://github.com/n8n-io/n8n/blob/master/LICENSE.md) | [n8n cloud and self-hosting under license terms](https://docs.n8n.io/hosting/) | Broad API, database, and business-tool automation | Visual node workflows with code and AI-agent steps | [Starter €20/month, Pro €50/month, Business €667/month billed annually; Enterprise custom](https://n8n.io/pricing/) |
 | 3 | [LangChain and LangGraph](https://github.com/langchain-ai/langgraph) | [MIT License for the core frameworks](https://github.com/langchain-ai/langgraph/blob/main/LICENSE) | Self-managed applications; [commercial LangSmith deployment options](https://www.langchain.com/pricing) | Code-level control of agent state and execution | [Python or TypeScript graphs with explicit state, nodes, edges, and interrupts](https://langchain-ai.github.io/langgraph/concepts/low_level/) | [Core frameworks free under MIT; LangSmith Developer $0, Plus $39/seat/month](https://www.langchain.com/pricing) |
 | 4 | [RAGFlow](https://ragflow.io) | [Apache License 2.0](https://github.com/infiniflow/ragflow/blob/main/LICENSE) | [Vendor cloud; Docker Compose self-hosting; Enterprise options](https://ragflow.io/) | Document parsing, retrieval, reranking, and grounded citations | RAG engine with agent and workflow capabilities | [Free $0; Starter $29/month; Pro $129/month; Enterprise custom](https://ragflow.io/) |
-| 5 | [Langflow](https://www.langflow.org) | [MIT License](https://github.com/langflow-ai/langflow/blob/main/LICENSE) | [Self-hosting](https://docs.langflow.org/deployment-deploy-langflow); vendor-associated managed options | Visual Python LLM and RAG pipelines | Component graph with editable Python code | [Open-source self-hosting has no software license fee](https://github.com/langflow-ai/langflow); managed pricing requires vendor confirmation |
+| 5 | [Langflow](https://www.langflow.org) | [MIT License](https://github.com/langflow-ai/langflow/blob/main/LICENSE) | [Self-hosting](https://docs.langflow.org/deployment-caddyfile); vendor-associated managed options | Visual Python LLM and RAG pipelines | Component graph with editable Python code | [Open-source self-hosting has no software license fee](https://github.com/langflow-ai/langflow); managed pricing requires vendor confirmation |
 
 ## Which Dify alternative fits your team?
 
diff --git a/apps/sim/content/library/n8n-alternatives/index.mdx b/apps/sim/content/library/n8n-alternatives/index.mdx
index ef2163d4382..03384814a46 100644
--- a/apps/sim/content/library/n8n-alternatives/index.mdx
+++ b/apps/sim/content/library/n8n-alternatives/index.mdx
@@ -1,65 +1,75 @@
 ---
 slug: n8n-alternatives
 title: '10 Best n8n Alternatives for AI Agent Workflows in 2026'
-description: Comparing the 10 best n8n alternatives in 2026 for AI agent workflows - covering Sim, Make, Zapier, Activepieces, Pipedream, and more, with pricing and use cases.
+description: 'Comparing the 10 best n8n alternatives in 2026 for AI agent workflows - covering Sim, Make, Zapier, Activepieces, Pipedream, and more, with pricing and use cases.'
 date: 2026-07-13
-updated: 2026-09-03
+updated: 2026-09-08
 authors:
   - andrew
-readingTime: 15
+readingTime: 17
 tags: [n8n Alternatives, Workflow Automation, AI Agents, Sim]
 ogImage: /library/n8n-alternatives/cover.jpg
 canonical: https://www.sim.ai/library/n8n-alternatives
 draft: false
 faq:
   - q: "What is the best free alternative to n8n?"
-    a: "It depends on your use case. For open-source self-hosting with no execution limits and no commercial restrictions, Activepieces under the MIT license is the strongest free option. For AI agent workflows, Sim's free plan gives you access to multi-model orchestration and visual workflow building without a credit card. For visual SaaS automation, Make's free tier provides 1,000 credits per month to test basic scenarios."
+    a: "A free n8n alternative offers either software you can self-host without a license fee or a managed plan with usage limits. Sim provides a free option for visual AI agent workflows, while Activepieces suits MIT-licensed self-hosting and Make suits conventional SaaS automation. Testing a representative workflow will show whether the current execution, credit, and hosting limits are practical."
   - q: "Which n8n alternative is best for AI agent workflows?"
-    a: "Sim is the best general-purpose choice for visual, multi-model agent building with native memory, MCP support, and collaboration features. Gumloop is strong for non-developer teams that want an AI-native canvas for LLM-powered workflows. Botpress is the best pick specifically for conversational agents with built-in RAG, goal tracking, and multi-turn context. Choose based on whether your agents are general-purpose, LLM-workflow-focused, or conversation-focused."
+    a: "An AI agent workflow platform coordinates models, tools, memory, and multi-step execution. Sim supports general-purpose visual agent workflows, while Gumloop focuses on no-code LLM workflows and Botpress focuses on conversational agents. Matching the platform to the agent's role reduces the custom orchestration you must build."
   - q: "Is Make better than n8n?"
-    a: "Neither is universally better. Make wins on debugging experience, accessibility for non-developers, and managed infrastructure that eliminates self-hosting overhead. n8n wins on extensibility, developer control, self-hosting flexibility, and community ecosystem depth. If your team is primarily non-technical and values visual debugging, Make is the better fit. If your team is developer-heavy and values code-level customization, n8n still has the edge."
+    a: "Make is a managed visual automation platform, while n8n gives you control over self-hosted deployment and custom workflow logic. Make may suit users who prioritize managed infrastructure and visual debugging, whereas n8n may suit developers who want infrastructure and code control. Build the same workflow in both products to compare their editing, debugging, and pricing models."
   - q: "What is the best open-source n8n alternative?"
-    a: "Activepieces offers the cleanest MIT license with a growing integration library of 750+ pieces and active community contribution. Sim provides open-source AI agent workflows with Docker and Kubernetes deployment for teams that need agentic capabilities. Node-RED remains the standard for IoT and hardware automation contexts where n8n's web-focused architecture is overkill. Match the tool to your use case rather than defaulting to the one with the most GitHub stars."
+    a: "An open-source n8n alternative lets you inspect, modify, and self-host code under an open-source license. Sim supports self-hosted AI agent workflows, while Activepieces provides an MIT-licensed Community Edition. Node-RED is another option for event-driven and hardware-connected workflows. Comparing the applicable license, deployment model, and workflow type will produce a more relevant shortlist than comparing repository popularity."
   - q: "How hard is it to migrate from n8n to another tool?"
-    a: "It depends on which tool you are migrating to. Moving to a platform with a similar trigger-action paradigm (like Activepieces) is the closest format match and typically takes a few weeks of focused engineering for a mid-size portfolio. Before committing, calculate the full cost of migration, including potential productivity dips during transition. For most teams, the investment pays off within two to three quarters if the new platform eliminates major pain points and bottlenecks."
+    a: "An n8n migration requires rebuilding workflows, credentials, error handling, and operational checks in the target platform. Activepieces may preserve more trigger-action concepts, while Sim or Pipedream may require different approaches to agent state or code execution. Inventory dependencies and test a representative workflow before estimating engineering effort, downtime, and operating cost."
 ---
 
-This guide covers 10 n8n alternatives for two distinct groups: teams that want simpler, managed SaaS automation without the self-hosting overhead, and teams building genuine AI agent workflows that need native multi-model orchestration, memory, and agentic reasoning.
+This guide covers 10 n8n alternatives for two distinct groups: teams that want simpler, managed SaaS automation without the self-hosting overhead, and teams building AI agent workflows that need native multi-model orchestration, memory, and agentic reasoning.
 
-## TL;DR
+## [TL;DR](#tldr)
 
-- **n8n's core friction points in 2026:** Self-hosting overhead, execution-based pricing that escalates at volume, and AI capabilities bolted onto a pre-agentic architecture push teams toward purpose-built alternatives.
-- **Best for self-hosting:** n8n remains a strong option for developer teams that want to manage traditional automation infrastructure themselves. Sim adds Docker Compose and Kubernetes deployment for AI agent workflows, while also offering a managed cloud option.
-- **Best for AI-native workflows:** Sim offers native multi-model orchestration, agent memory, MCP support, and 1,000+ integrations in an open-source visual workflow builder. Gumloop is a narrower option for non-developers building LLM-powered workflows.
-- **Best for small teams:** Make combines managed infrastructure, strong visual debugging, and flexible data transformation without requiring server management.
-- **Best for non-technical users:** Zapier offers the fastest setup and widest integration catalog for straightforward SaaS automation. Gumloop is the more AI-focused choice for non-developers.
-- **Open source matters, but licenses vary:** Activepieces uses a genuine MIT license with no commercial restrictions. n8n's [Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license) restricts commercial redistribution, which isn't true open source by OSI standards. We unpack the practical consequences in [Apache 2.0 vs fair-code](/library/apache-2-0-vs-fair-code).
-- **Migration is never a weekend project:** Moving a portfolio of n8n workflows to any alternative requires real engineering time. Calculate total cost of ownership, including DevOps hours, before committing.
-- **Self-hosting isn't automatically cheaper:** Factor in server costs, database hosting, security patches, and maintenance hours against the subscription price of managed alternatives before assuming you'll save money.
+- **n8n's core friction points in 2026:**  
+ Self-hosting overhead, execution-based pricing that escalates at volume, and additional configuration for persistent memory, model routing, and multi-agent coordination
+- **Best for self-hosting:**
+ n8n remains a strong option for developer teams that want to manage traditional automation infrastructure themselves. Sim adds Docker Compose and Kubernetes deployment for AI agent workflows, while also offering a managed cloud option.
+- **Best for AI-native workflows:**
+ [Sim](https://sim.ai) offers native multi-model orchestration, agent memory, MCP support, and more than 1,000 integrations in an open-source visual workflow builder. Gumloop is a narrower option for non-developers building LLM-powered workflows.
+- **Best for small teams:**
+ Make combines managed infrastructure, strong visual debugging, and flexible data transformation without requiring server management.
+- **Best for non-technical users:**
+ Zapier offers the fastest setup and widest integration catalog for straightforward SaaS automation. Gumloop is the more AI-focused choice for non-developers.
+- **Open source matters, but licenses vary:**
+ Activepieces uses a genuine MIT license with no commercial restrictions. n8n's
+ [Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license)
+ restricts commercial redistribution, which means the license does not meet the [Open Source Definition](https://opensource.org/osd). See our guide to [Apache 2.0 and fair-code licenses](https://www.sim.ai/library/apache-2-0-vs-fair-code) for the practical differences.
+- **Migration requires planning:**  
+ Migrating multiple n8n workflows requires engineering time for rebuilding logic, credentials, error handling, and operational checks. Calculate total cost of ownership, including DevOps hours, before committing.
+- **Self-hosting isn't automatically cheaper:**
+ Factor in server costs, database hosting, security patches, and maintenance hours against the subscription price of managed alternatives before assuming you'll save money.
 
-## Why Teams Leave n8n in 2026
+## [Why You Might Consider an n8n Alternative in 2026](#why-you-might-consider-an-n8n-alternative-in-2026)
 
-Three main issues push teams away from n8n. None of them mean n8n is a bad product; they simply mean n8n was built for a different era, or that their needs have evolved.
+You may evaluate n8n alternatives when self-hosting consumes too much engineering time, execution-based pricing does not suit your volume, or an agent workflow needs persistent memory and model routing with less configuration. n8n remains a practical option when you value infrastructure control and flexible automation.
 
-### Self-hosting operational overhead
+### [Self-hosting operational overhead](#self-hosting-operational-overhead)
 
-While n8n's software license is free, self-hosting incurs costs: users must provision infrastructure, with VPS costs running approximately $5–10 per month or more, depending on specs; then there are security patches, database backups, SSL renewals, uptime monitoring, and version upgrades. If you don't have significant DevOps expertise in-house, this eats up a lot of engineering hours each month.
+Self-hosting n8n requires ongoing infrastructure maintenance. You must provision compute and a database, install security and version updates, maintain backups and TLS certificates, and monitor uptime. A managed service performs those tasks for you.
 
-### Execution-based pricing that escalates at volume
+### [Execution-based pricing that escalates at volume](#execution-based-pricing-that-escalates-at-volume)
 
-n8n Cloud's pricing model charges per workflow execution, which works fine at low volume. But as teams scale from dozens to thousands of daily runs, costs increase in ways that are hard to predict. Teams running high-frequency triggers or multi-branch workflows consistently report billing surprises that force either architectural workarounds or tier upgrades.
+[n8n Cloud plans](https://n8n.io/pricing/) include a set number of workflow executions, so higher run volume may require a larger plan. Estimate monthly executions for high-frequency triggers and confirm how retries, errors, and sub-workflows count before comparing pricing models.
 
-### AI nodes bolted onto an architecture that predates agentic reasoning
+### [AI workflows may require more configuration](#ai-workflows-may-require-more-configuration)
 
-n8n has added AI nodes for working with LLMs, and they function well for single-shot prompts. But if you need agent memory that persists across steps, multi-agent orchestration, or native support for reasoning loops, you're fighting the architecture rather than working with it. These capabilities require stitching together chains of nodes that weren't designed to share context, and debugging them means inspecting JSON payloads one node at a time.
+n8n supports LLM integrations, AI agents, and memory components, but advanced agent workflows can require several connected nodes and explicit state management. Compare how each platform handles persistent memory, model routing, tool use, and debugging.
 
-That said, n8n remains a strong fit for small developer teams running internal scripts at low volume. If your workflows are primarily API-to-API glue code and you have someone comfortable managing a server, n8n's flexibility and community of 230,000+ active users with over 2,200 publicly indexed community nodes still make it a workable choice.
+n8n remains a strong fit for small developer teams running internal scripts at low volume. If your workflows primarily connect APIs and you can maintain a server, n8n's flexible workflow logic and community-contributed integrations make it a practical choice.
 
-What to look for in an alternative: AI-agent architecture depth (native memory, multi-agent support, MCP compatibility), pricing model behavior at scale, deployment flexibility (cloud-managed versus self-hosted), and time to first working workflow. Those four dimensions shape every recommendation in this guide.
+Evaluate each alternative based on the capabilities your workflow requires, including persistent memory, multi-agent coordination, and MCP support. Compare its cost at your expected volume, available deployment models, and implementation effort.
 
-## How to Choose: A Framework Before the List
+## [How to Choose an n8n Alternative](#how-to-choose-an-n8n-alternative)
 
-Before scrolling through 10 tools, identify which category best matches your team. The quickest shortlist is n8n for developer-controlled self-hosting, Sim for general-purpose AI-native workflows, Make for small teams that value visual debugging, Zapier for non-technical SaaS automation, and Gumloop for non-developers building LLM-powered workflows.
+Choose a platform based first on your workflow type and preferred hosting model. Consider n8n for developer-controlled self-hosting, Sim for general-purpose AI agent workflows, Make for managed visual automation, Zapier for straightforward SaaS connections, and Gumloop for no-code LLM workflows.
 
 | Category | Best Fit | Why | Also Consider |
 | --- | --- | --- | --- |
@@ -68,216 +78,299 @@ Before scrolling through 10 tools, identify which category best matches your tea
 | **Small teams** | **Make** | Managed infrastructure, strong visual debugging, and flexible data transformation | **Sim** when the team's workflows require AI agents rather than conventional automation |
 | **Non-technical users** | **Zapier** | Linear setup, 9,000+ integrations, and the fastest path to simple SaaS automation | **Gumloop** for no-code, AI-focused workflows |
 
-**Building AI agents that reason and remember.** You need a platform where agent memory, multi-model routing, and orchestration are native features, not something you assemble from generic nodes. Look at Sim, Gumloop, or Botpress, depending on whether your agents are general-purpose, LLM-workflow-focused, or conversational.
+**Building AI agents that reason and remember**
 
-**Connecting SaaS apps without coding.** You don't need AI agents. You need reliable triggers and actions across a wide catalog of business apps, with a visual builder that your ops team can use without filing engineering tickets. Make and Zapier are your starting points, with Activepieces as a strong open-source alternative.
+Prioritize native agent memory, model routing, tool use, and orchestration. Consider Sim for general-purpose agent workflows, Gumloop for visual LLM workflows, or Botpress for conversational agents.
 
-**Self-hosting for data control.** Licensing terms and deployment flexibility matter more to you than any specific feature. You want full ownership of your automation infrastructure, with no commercial restrictions on how you use it. Activepieces (MIT license) and Sim (open source with Docker and Kubernetes support) are the leading options.
+**Connecting SaaS apps without coding**
 
-**Developer-controlled, code-first automation.** You want to write real code inside workflow steps, with proper observability, and you don't want to manage servers. Pipedream is built for this exact purpose.
+Prioritize reliable triggers and actions across the applications you use. Start with Make or Zapier for managed automation, and consider Activepieces when open-source self-hosting matters.
 
-This table summarizes all 10 tools across the dimensions that matter most when evaluating n8n alternatives.
+**Self-hosting for data control**
+
+Compare deployment support and the license that applies to the edition you plan to use. Activepieces offers an MIT-licensed Community Edition, while Sim supports deployment through Docker Compose and Kubernetes.
+
+**Developer-controlled, code-first automation**
+
+Consider Pipedream when you want to write code within workflow steps while using a managed runtime and execution logs.
+
+The table below compares each tool by its primary use case, hosting model, and AI agent capabilities.
 
 | Tool | Concise Definition | Best For | Hosting | AI Agent Depth |
 | --- | --- | --- | --- | --- |
 | **Sim** | Open-source visual AI agent and workflow builder with 1,000+ integrations | AI-native workflows, including for teams that prefer managed cloud | Managed cloud or self-hosted | Native memory, multi-agent orchestration, and MCP |
-| [**Make**](https://www.make.com/en/pricing) | Visual SaaS automation platform with color-coded execution paths | Small teams and ops users who prioritize debugging | Managed cloud | One-shot AI nodes only |
-| [**Zapier**](https://zapier.com/pricing) | Linear trigger-action automation platform with 9,000+ integrations | Non-technical users who want fast setup | Managed cloud | Basic Agents and Copilot features |
-| [**Activepieces**](https://www.activepieces.com/pricing) | MIT-licensed trigger-action automation platform | Open-source self-hosting without per-run software charges | Managed cloud or self-hosted | Growing AI agent and MCP support |
-| **Pipedream** | Code-first serverless workflow platform | Developers who want code control without managing infrastructure | Managed cloud | Not AI-agent native |
-| [**Gumloop**](https://www.gumloop.com/pricing) | Visual platform designed for connecting AI models, prompts, and data sources | Non-developers building LLM-powered workflows | Managed cloud | Native visual AI canvas |
-| [**Lindy**](https://www.lindy.ai/pricing) | Template-led AI agent platform for defined business tasks | Email, meeting, and sales agents with minimal setup | Managed cloud | Pre-built agent templates |
-| [**Botpress**](https://botpress.com/pricing) | Conversational AI agent platform for chat and voice | Multi-turn customer support and sales agents | Managed platform | Native memory, RAG, and goals |
-| [**Microsoft Power Automate**](https://www.microsoft.com/en-us/power-platform/products/power-automate/pricing) | Microsoft automation platform with cloud and desktop flows | Organizations standardized on Microsoft 365 and Azure | Managed platform | AI Builder available at added cost |
-| **Workato** | Enterprise integration platform with governance and contractual support | Large organizations with compliance and SLA requirements | Managed platform | Enterprise orchestration |
+| **[Make](https://www.make.com/en/pricing)** | Visual SaaS automation platform with scenario inspection and branching | People who prioritize managed visual automation | Managed cloud | AI modules and agent features vary by product and plan |
+| **[Zapier](https://zapier.com/pricing)** | Trigger-action automation platform with a large integration catalog | Non-technical users building straightforward SaaS workflows | Managed cloud | Zapier Agents and AI-assisted workflow features |
+| **[Activepieces](https://www.activepieces.com/pricing)** | MIT-licensed trigger-action automation platform | Open-source self-hosting without per-run software charges | Managed cloud or self-hosted | Growing AI agent and MCP support |
+| **[Pipedream](https://pipedream.com/pricing)** | Code-first serverless workflow platform | Developers who want code control without managing infrastructure | Managed cloud | Not AI-agent native |
+| **[Gumloop](https://www.gumloop.com/pricing)** | Visual platform designed for connecting AI models, prompts, and data sources | Non-developers building LLM-powered workflows | Managed cloud | Native visual AI canvas |
+| **[Lindy](https://www.lindy.ai/pricing)** | Template-led AI agent platform for defined business tasks | Email, meeting, and sales agents with minimal setup | Managed cloud | Pre-built agent templates |
+| **[Botpress](https://botpress.com/pricing)** | Conversational AI agent platform for chat and voice | Multi-turn customer support and sales agents | Managed platform | Native memory, RAG, and goals |
+| **[Microsoft Power Automate](https://www.microsoft.com/en-us/power-platform/products/power-automate/pricing)** | Microsoft automation platform with cloud and desktop flows | Organizations standardized on Microsoft 365 and Azure | Managed platform | AI Builder available at added cost |
+| **[Workato](https://docs.workato.com/en/pricing)** | Enterprise integration platform with governance and contractual support | Large organizations with compliance and SLA requirements | Managed platform | Enterprise orchestration |
 
-## The 10 Best n8n Alternatives in 2026
+## [The 10 Best n8n Alternatives in 2026](#the-10-best-n8n-alternatives-in-2026)
 
-### Sim
+### [Sim](#sim)
 
-**Best for:** Teams building AI agent workflows with native multi-model orchestration, memory, and visual collaboration.
+**Best for:**
+          People building AI agent workflows that require multi-model orchestration, persistent memory, and visual collaboration.
 
-[Sim](https://sim.ai) is an open-source AI agent builder and visual workflow platform with 1,000+ integrations. It competes directly with n8n for teams building workflows around agents, knowledge bases, tables, and multi-model LLM routing, but it does not require those teams to self-host: Sim offers managed cloud infrastructure alongside Docker Compose and Kubernetes deployment. If you're leaving n8n because its AI capabilities feel bolted on or because you no longer want to manage infrastructure, Sim is a direct alternative.
+[Sim](https://sim.ai)
+          is an open-source AI agent builder and visual workflow platform with 1,000+ integrations. We support workflows built around agents, knowledge bases, tables, and multi-model routing. You can use Sim Cloud or deploy Sim with Docker Compose or Kubernetes. Both options support the same goal of building agent workflows without requiring you to manage infrastructure unless you choose to.
 
 **Strengths:**
 
-- **1,000+ integrations with multi-model LLM support:** Connect OpenAI, Claude, Gemini, Groq, Mistral, xAI, and local models via Ollama or vLLM. MCP (Model Context Protocol) support lets you wire in custom integrations through a standardized protocol, so you're not limited to the pre-built connector library.
-- **Real-time collaboration and Chat:** Multiple team members can build workflows simultaneously with live editing, commenting, and granular permissions. Chat lets you build workflows in natural language — talk to Sim to ask questions, plan, and build, cutting the time from idea to working agent significantly.
-- **Deployment flexibility that directly solves n8n's self-hosting pain:** Choose cloud-managed infrastructure with auto-scaling and built-in observability, or self-host via Docker Compose and Kubernetes. You get the data control of self-hosting without being forced into it.
-- **Enterprise-ready security:** SOC2 compliant, trusted by over 100,000 builders across startups to Fortune 500 companies. Open source, so your team can audit the code.
+- **1,000+ integrations with multi-model LLM support:**
+ Connect OpenAI, Claude, Gemini, Groq, Mistral, xAI, and local models via Ollama or vLLM. Model Context Protocol (MCP) support lets you connect compatible external tools in addition to Sim's prebuilt integrations.
+- **Real-time collaboration and Sim Chat:**
+ Multiple people can edit workflows simultaneously and use comments and permissions to coordinate access. Sim Chat accepts natural-language instructions for planning and building workflows.
+- **Managed and self-hosted deployment options:**
+ Choose cloud-managed infrastructure with auto-scaling and built-in observability, or self-host via Docker Compose and Kubernetes. Self-hosting gives you control over the deployment and data environment, while Sim Cloud removes routine infrastructure management.
+- **Published security information:**
+ Sim publishes its source code for review. Consult Sim's current security documentation for information about audits, controls, and compliance status.
 
-**Pricing:** Free plan available with no credit card required. Pro and Max plans use credit-based billing with a base execution charge of $0.005 per workflow execution. The BYOK (Bring Your Own Keys) option lets you use your own API keys at base pricing with no markup, eliminating the AI cost inflation that plagues other platforms. Team plans pool credits across seats with 500 GB shared storage.
+**Pricing:**
+          Sim offers a free plan and paid plans with credit-based billing. Bring Your Own Keys (BYOK) lets you use your own model-provider API keys. Check [Sim's current pricing](https://sim.ai/pricing) for execution charges, storage allowances, and plan limits.
 
-**Limitations:** Sim is a newer platform, so some niche third-party integrations available in more mature tools like Zapier or Make may not yet exist. The templates library is growing but not yet as extensive as more established competitors.
+**Limitations:**
+          Sim is a newer platform, so some niche third-party integrations available in more mature tools like Zapier or Make may not yet exist. The templates library is growing but not yet as extensive as more established competitors.
 
-### Make (formerly Integromat)
+### [Make (formerly Integromat)](#make-formerly-integromat)
 
-**Best for:** Ops teams and power users who want visual workflow automation with better debugging than n8n and no infrastructure to manage.
+**Best for:**
 
-Make's color-coded visual scenario builder is genuinely the best debugging experience in the SaaS automation category. Where n8n forces you to click into each node and inspect JSON payloads, Make lets you visually trace data flow through color-coded execution paths, making it significantly faster to find where a workflow broke.
+People who want managed visual automation with detailed inspection of routes, filters, and intermediate values.
+
+Make displays routes, filters, and intermediate values in its visual scenario builder and execution inspector. This presentation may be easier to follow than n8n's node-level execution data when you are debugging a branching workflow.
 
 **Strengths:**
 
-- **Visual debugging that saves real time:** Make's visual approach makes it easier to understand, debug, and scale complex automation than traditional linear iPaaS tools. The scenario builder with routers, filters, and error handlers gives you more control over data transformation than most no-code platforms.
-- **Strong data transformation and error handling:** Built-in functions for parsing, mapping, and reformatting data between apps mean fewer workarounds and manual steps compared to simpler tools.
-- **3,000+ app integrations:** Make has fewer native integrations than Zapier (3,000+ vs. 9,000+), but the library covers most business-critical SaaS apps and includes HTTP/webhook modules for custom connections.
+- **Visual execution inspection:**
+ Make displays routers, filters, error handlers, and intermediate values in its scenario builder. The canvas can help you trace branching workflows and inspect data transformations.
+- **Strong data transformation and error handling:**
+ Built-in functions for parsing, mapping, and reformatting data between apps mean fewer workarounds and manual steps compared to simpler tools.
+- **3,000+ app integrations:**
+ Make has fewer native integrations than Zapier (3,000+ vs. 9,000+), but the library covers most business-critical SaaS apps and includes HTTP/webhook modules for custom connections.
 
-**Limitations:** Make has added AI modules for OpenAI and Claude, but they function as one-shot nodes only. There's no native multi-agent orchestration, no agent memory, and AI can't reason across steps. If you need agentic capabilities, Make won't provide them.
+**Limitations:**
+          Make provides AI modules and agent features, but availability and behavior vary by product and plan. Complex agent workflows in Make may require additional modules or services for persistent memory and multi-agent coordination. If you need those capabilities, compare Make's current agent features with Sim's native agent workflow support.
 
-**Pricing:** [Make](https://www.make.com/en/pricing) offers a free plan with 1,000 credits per month. Paid plans start at $12/month billed monthly for 10,000 credits (Core), with roughly 15% off for annual billing. Each module action in a scenario counts as one credit, including triggers, filters, and routers, so a single Zapier task might equal 3-8 Make operations. Monitor your credit consumption carefully as workflows grow more complex.
+**Pricing:**
+[Make](https://www.make.com/en/pricing)
+          offers a free plan with 1,000 credits per month. Paid plans scale by credit allowance and features. Make defines credit consumption by module and feature, so confirm how each step in your scenario is billed under the current plan. Test the same workflow in Make and Zapier to compare credit consumption with Zapier task usage.
 
-### Zapier
+### [Zapier](#zapier)
 
-**Best for:** Non-technical teams who need the widest integration catalog and the fastest time to first working automation.
+**Best for:**
+          Non-technical teams who need the widest integration catalog and the fastest time to first working automation.
 
-Zapier's purpose is straightforward: connect more apps, faster, than any other platform. With 9,000+ integrations, it has the largest connector library in the automation space, and its linear builder is simple enough that non-technical teammates can build working workflows within minutes of signing up.
+Zapier uses a linear builder for trigger-action automation across a large connector catalog. Non-technical users can create straightforward workflows without setting up or maintaining a server.
 
 **Strengths:**
 
-- **Unmatched integration breadth:** If an app exists, Zapier probably has a connector for it. This is super useful for teams with niche or legacy tools in their stack.
-- **Fastest time to first workflow:** The linear, trigger-action builder makes everything simple. For simple automations, there's nothing faster.
-- **Zapier Agents and Copilot:** Zapier has invested in AI features through 2024-2026, including AI-powered workflow suggestions and experimental agent capabilities. These are a step beyond Make's AI support, though still far from purpose-built agent platforms.
+- **Large integration catalog:**
+ Zapier's catalog can be useful when you need connectors for niche or legacy applications.
+- **Linear workflow setup:**
+ The trigger-action builder reduces the number of decisions required for straightforward automations.
+- **Zapier Agents and Copilot:**
+ Zapier has invested in AI features through 2024-2026, including AI-powered workflow suggestions and experimental agent capabilities. Compare Zapier Agents with purpose-built agent platforms when you need persistent memory, multi-agent coordination, or detailed model routing.
+
+**Limitations:**
+          Zapier's task-based pricing can increase as execution volume grows. Its linear abstraction may also require additional steps for complex branching, loops, and data transformation. Complex branching, loops, and data transformations may require more steps in Zapier than in n8n or Make. Developers migrating code-heavy workflows should test those patterns before choosing Zapier.
 
-**Limitations:** Zapier gets expensive at volume. Most n8n users find Zapier's abstraction layer too rigid for complex logic. Conditional branching, loops, and data transformations that are straightforward in n8n or Make require workarounds in Zapier. It's not a natural migration target for developers.
+**Pricing:**
+          Free plan available with limited tasks per month. Paid plans scale with task volume. Check [Zapier's pricing page](https://zapier.com/pricing) for current rates, as plan structures have shifted multiple times.
 
-**Pricing:** Free plan available with limited tasks per month. Paid plans scale with task volume. Check Zapier's pricing page for current rates, as plan structures have shifted multiple times.
+### [Activepieces](#activepieces)
 
-### Activepieces
+**Best for:**
 
-**Best for:** Teams that want an open-source, self-hostable n8n alternative with a cleaner UI and no per-task billing surprises.
+People who want a self-hostable alternative with an MIT-licensed Community Edition and cloud plans with published usage allowances.
 
-Activepieces is the cleanest open-source alternative to n8n if licensing terms matter to your team. Activepieces' Community Edition is released as open source under the MIT license, with enterprise features under a Commercial License. That MIT license means no commercial restrictions on self-hosted deployments, offering more flexibility than n8n's Sustainable Use License.
+Activepieces is an n8n alternative for readers who prioritize permissive licensing. Activepieces' Community Edition is released as open source under the MIT license, with enterprise features under a Commercial License. That MIT license means no commercial restrictions on self-hosted deployments, offering more flexibility than n8n's Sustainable Use License.
 
 **Strengths:**
 
-- **MIT license with no strings attached:** The codebase lives on GitHub under the MIT license, the most permissive of open-source licenses, giving organizations complete freedom to self-host, modify, fork, and extend the platform without any licensing fees or usage restrictions.
-- **Growing integration and MCP ecosystem:** All 750+ pieces are available as MCP servers that you can use with LLMs on Claude Desktop, Cursor, or Windsurf. The community contributes actively, with 60% of the pieces contributed by the community.
-- **Clean, accessible UI:** Activepieces has the most polished UI of any open-source automation platform, making it accessible to non-technical users while still supporting code steps for custom logic.
-- **Flat-rate cloud pricing:** [Cloud pricing](https://www.activepieces.com/pricing) starts free with 10 free active flows, then $5 per active flow per month with unlimited runs. No per-execution billing surprises.
+- **MIT-licensed Community Edition:**
+ Activepieces releases its Community Edition under the MIT license, which permits commercial use, modification, and redistribution when you retain the required notices. Activepieces applies separate commercial terms to its enterprise features.
+- **Growing integration and MCP ecosystem:**
+ Activepieces documents support for exposing pieces through MCP for use with tools such as Claude Desktop, Cursor, and Windsurf. The [Activepieces documentation](https://www.activepieces.com/docs) provides current details about supported pieces and MCP features.
+- **Clean, accessible UI:**
+ Activepieces provides a visual interface for building flows and code steps for custom logic.
+- **Cloud pricing:**
+[Cloud pricing](https://www.activepieces.com/pricing)
+ includes a free plan and paid plans with usage allowances. Confirm current credits, included users, and plan features before choosing a cloud subscription.
 
-**Limitations:** The connector ecosystem is smaller than n8n, Make, or Zapier. Enterprise features like SSO, audit logs, and custom RBAC are available under the commercial license, so fully free self-hosted deployments miss those governance capabilities.
+**Limitations:**
+          The connector ecosystem is smaller than n8n, Make, or Zapier. Enterprise features like SSO, audit logs, and custom RBAC are available under the commercial license, so fully free self-hosted deployments miss those governance capabilities.
 
-**Pricing:** Self-hosted Community Edition is completely free with no execution limits. "Free" refers to the software cost only; you'll pay for hosting infrastructure (a VPS costs $5-20/month). Cloud plans use the per-active-flow pricing model described above.
+**Pricing:**
+          Activepieces does not charge a software license fee for the self-hosted Community Edition. You still pay for infrastructure and maintenance, and hosting costs vary by workload and provider. Check the pricing page for the current cloud billing model.
 
-### Pipedream
+### [Pipedream](#pipedream)
 
-**Best for:** Developers who want code-level control over automation without managing server infrastructure.
+**Best for:**
+          Developers who want code-level control over automation without managing server infrastructure.
 
-Pipedream takes the opposite approach from visual builders. Instead of dragging nodes on a canvas, you write real code: JavaScript, Python, TypeScript, Go, or Bash, directly inside workflow steps. The platform handles all the serverless infrastructure, so you get the control of code without the overhead of managing servers.
+[Pipedream emphasizes code steps](https://pipedream.com/docs/workflows/building-workflows/code) within a managed workflow service. You can write JavaScript, Python, TypeScript, Go, or Bash inside workflow steps, while Pipedream manages the runtime infrastructure.
 
 **Strengths:**
 
-- **Full language support in workflow steps:** Write and test code in your preferred language with proper IDE features, not the stripped-down code editors bolted into visual platforms.
-- **Serverless runtime eliminates infrastructure overhead:** Your workflows run on managed compute, and you never think about scaling, uptime, or server patches.
-- **Strong observability:** Built-in logging, error tracking, and execution history give you the debugging depth developers need from production infrastructure.
+- **Full language support in workflow steps:**
+ Write and test code within workflow steps using Pipedream's supported languages and development tools.
+- **Serverless runtime eliminates infrastructure overhead:**
+ Pipedream manages the workflow runtime, scaling, and server maintenance. You remain responsible for workflow behavior and the availability of connected services.
+- **Strong observability:**
+ Built-in logging, error tracking, and execution history give you the debugging depth developers need from production infrastructure.
 
-**Limitations:** The code-first approach means non-technical teammates can't build or modify workflows independently. There's no visual canvas, and AI agent capabilities are not native to the platform.
+**Limitations:**
+          The code-first approach means non-technical teammates can't build or modify workflows independently. Pipedream uses a step-based visual workflow interface rather than a free-form canvas, and it does not center the product on native AI agent orchestration.
 
-**Pricing:** Free tier available with generous compute allowance. Paid plans scale with compute and execution volume. Check Pipedream's pricing page for current rates.
+**Pricing:**
+          Free tier available with generous compute allowance. Paid plans scale with compute and execution volume. Check [Pipedream's pricing page](https://pipedream.com/pricing) for current rates.
 
-### Gumloop
+### [Gumloop](#gumloop)
 
-**Best for:** Non-developer teams building LLM-powered workflows with a visual canvas similar to n8n.
+**Best for:**
+          Non-developer teams building LLM-powered workflows with a visual canvas similar to n8n.
 
-Gumloop designed its visual canvas from the ground up for AI agent building rather than retrofitting AI onto an existing automation framework. If your team wants to build LLM-powered workflows without writing code and you want the canvas-based experience n8n provides, Gumloop is worth considering.
+Gumloop centers its visual canvas on AI models, prompts, and data sources rather than conventional trigger-action automation. If your team wants to build LLM-powered workflows without writing code and you want the canvas-based experience n8n provides, Gumloop is worth considering.
 
 **Strengths:**
 
-- **AI-native visual canvas:** The entire builder experience is oriented around connecting AI models, prompts, and data sources, not around traditional trigger-action SaaS automation.
-- **Built-in LLM access and AI assistant:** Gummie, the platform's AI assistant, helps debug workflows and suggest improvements during construction. LLM access is built into the platform rather than requiring you to bring external API connections.
-- **Fast iteration cycle:** The canvas is optimized for rapid prototyping of AI workflows, making it easier to experiment with different model configurations and prompt chains than in general-purpose automation tools.
+- **AI-native visual canvas:**
+ The entire builder experience is oriented around connecting AI models, prompts, and data sources, not around traditional trigger-action SaaS automation.
+- **Built-in LLM access and AI assistant:**
+ Gummie, the platform's AI assistant, helps debug workflows and suggest improvements during construction. LLM access is built into the platform rather than requiring you to bring external API connections.
+- **Fast iteration cycle:**
+ The canvas supports rapid prototyping with different model configurations and prompt chains.
 
-**Limitations:** Gumloop is a smaller platform with less mature enterprise governance features. Integration depth falls well below Make or Zapier for traditional SaaS connectors. If your workflows mix AI processing with heavy SaaS-to-SaaS automation, you may need to pair Gumloop with another tool.
+**Limitations:**
+          Gumloop is a smaller platform with less mature enterprise governance features. Integration depth falls well below Make or Zapier for traditional SaaS connectors. If your workflows mix AI processing with heavy SaaS-to-SaaS automation, you may need to pair Gumloop with another tool.
 
-**Pricing:** Verify current pricing on Gumloop's website.
+**Pricing:**
+          Verify current pricing on [Gumloop's website](https://www.gumloop.com/pricing).
 
-### Lindy
+### [Lindy](#lindy)
 
-**Best for:** Less technical teams and individuals who want AI agents for specific use cases like email management, meeting scheduling, and sales outreach, with minimal setup overhead.
+**Best for:**
+          Less technical teams and individuals who want AI agents for specific use cases like email management, meeting scheduling, and sales outreach, with minimal setup overhead.
 
-Lindy takes a different approach than most platforms on this list. Instead of giving you a blank canvas, it provides pre-configured AI agents for specific business tasks. You describe what you want in natural language, and Lindy builds the workflow. For teams that know exactly what they need automated and don't want to become workflow engineers, this speed is the selling point.
+Lindy provides preconfigured agents for tasks such as email management, meeting scheduling, and sales outreach. You describe the task in natural language and customize the generated workflow rather than starting with a blank canvas.
 
 **Strengths:**
 
-- **Natural language workflow creation:** Describe your automation goal conversationally and Lindy generates the workflow. Creating your first working agent can take minutes, rather than hours.
-- **Strong for back-office task automation:** Email triage, meeting follow-ups, CRM updates, and sales outreach workflows come pre-built with templates you can customize.
-- **Low barrier to entry:** No canvas to learn, no nodes to configure. Teams that find n8n overwhelming will find Lindy approachable.
+- **Natural language workflow creation:**
+ Describe your automation goal conversationally and Lindy generates the workflow. Templates and generated workflows can reduce the setup required for a first agent.
+- **Strong for back-office task automation:**
+ Email triage, meeting follow-ups, CRM updates, and sales outreach workflows come pre-built with templates you can customize.
+- **Low barrier to entry:**
+ Lindy does not require users to begin with a blank node-based canvas, which may make template-led tasks easier to configure.
 
-**Limitations:** Credit-based pricing frustrates teams with high automation volume. Lindy is better for task-specific agents than complex multi-agent orchestration, and it's limited to its defined use case categories. If your workflow doesn't fit Lindy's templates, you'll hit bottlenecks pretty quickly.
+**Limitations:**
+          Credit-based pricing can become expensive at high automation volume, so estimate usage with a representative task before choosing a plan. Lindy is better for task-specific agents than complex multi-agent orchestration, and it's limited to its defined use case categories. If your workflow doesn't fit Lindy's templates, you may need a more configurable platform.
 
-**Pricing:** [Lindy's](https://www.lindy.ai/pricing) Plus plan is $49.99/month, with Pro at $99.99 and Max at $199.99. There is a 7-day trial but no permanent free plan.
+**Pricing:**
+[Lindy's](https://www.lindy.ai/pricing)
+          Plus plan is $49.99/month, with Pro at $99.99 and Max at $199.99. There is a 7-day trial but no permanent free plan.
 
-### Botpress
+### [Botpress](#botpress)
 
-**Best for:** Teams building AI agents specifically for chat and voice channels, including customer support bots, conversational sales agents, and multi-turn dialogue workflows.
+**Best for:**
+          Teams building AI agents specifically for chat and voice channels, including customer support bots, conversational sales agents, and multi-turn dialogue workflows.
 
-Botpress is the strongest option on this list for conversational AI. While most n8n alternatives treat chatbots as one use case among many, Botpress makes conversational agents its entire focus. The platform includes native agent architecture with memory, RAG (retrieval-augmented generation — grounding responses in your own documents), goal tracking, and multi-turn context handling built in.
+Botpress is designed specifically for conversational AI across chat and voice use cases. While most n8n alternatives treat chatbots as one use case among many, Botpress makes conversational agents its entire focus. The platform includes memory, goal tracking, multi-turn context handling, and retrieval-augmented generation (RAG), which can ground responses in connected documents.
 
 **Strengths:**
 
-- **Native conversational agent architecture:** Memory, retrieval-augmented generation, goal tracking, and multi-turn context are core platform features, not add-ons you assemble from generic components.
-- **Agent-centric debugging:** Debugging focuses on agent logic (intents, conversation flow, knowledge retrieval) rather than node-by-node JSON inspection. This is a fundamentally different debugging experience than n8n.
-- **Strong knowledge base integration:** Connect documentation, FAQs, and product databases directly to your agents for customer-facing use cases where accuracy is important.
+- **Native conversational agent architecture:**
+ Memory, retrieval-augmented generation, goal tracking, and multi-turn context are core platform features, not add-ons you assemble from generic components.
+- **Agent-centric debugging:**
+ Botpress organizes debugging around intents, conversation flow, knowledge retrieval, and other agent behavior rather than general workflow execution.
+- **Strong knowledge base integration:**
+ Connect documentation, FAQs, and product databases directly to your agents for customer-facing use cases where accuracy is important.
 
-**Limitations:** Botpress is optimized for conversational agent use cases. If you need data pipeline orchestration, backend API automation, or internal operational workflows, this isn't the right tool. The strength is also the constraint.
+**Limitations:**
+          Botpress is optimized for conversational agent use cases. If you need data pipeline orchestration, backend API automation, or internal operational workflows, this isn't the right tool. 
 
-**Pricing:** Verify current pricing on Botpress's website.
+**Pricing:**
+          Verify current pricing on [Botpress's website](https://botpress.com/pricing).
 
-### Microsoft Power Automate
+### [Microsoft Power Automate](#microsoft-power-automate)
 
-**Best for:** Organizations standardized on Microsoft 365, Dynamics, and the broader Microsoft ecosystem.
+**Best for:**
+          Organizations standardized on Microsoft 365, Dynamics, and the broader Microsoft ecosystem.
 
-If your company runs on SharePoint, Teams, Outlook, Azure, and Dynamics, Power Automate integrates with these services at a depth no third-party tool can match. The platform also includes RPA capabilities for desktop automation, which none of the other tools on this list offer.
+Microsoft Power Automate offers first-party connections to SharePoint, Teams, Outlook, Azure, and Dynamics. It also provides robotic process automation through desktop flows, which distinguishes it from the other products covered here.
 
 **Strengths:**
 
-- **Deep Microsoft ecosystem integration:** Native connectors for SharePoint, Teams, Outlook, Azure services, Dynamics 365, and Dataverse go beyond basic API connections. These are first-party integrations maintained by Microsoft's own teams.
-- **RPA for desktop automation:** Desktop flows can automate legacy applications that don't have APIs, which is a unique capability in this list.
-- **Enterprise compliance and governance:** Data loss prevention policies, environment management, and audit logging come built in for organizations with strict governance requirements.
+- **Deep Microsoft ecosystem integration:**
+ Native connectors for SharePoint, Teams, Outlook, Azure services, Dynamics 365, and Dataverse go beyond basic API connections. Microsoft maintains these first-party integrations.
+- **RPA for desktop automation:**
+ Desktop flows can automate legacy applications that don't have APIs, which supports workflows involving software without APIs.
+- **Enterprise compliance and governance:**
+ Data loss prevention policies, environment management, and audit logging come built in for organizations with strict governance requirements.
 
-**Limitations:** It's a poor fit for teams outside the Microsoft ecosystem. AI Builder features add cost on top of base licensing. The interface feels heavyweight for simple automations, and its licensing model (per user, per flow, add-ons) can become complex and costly.
+**Limitations:**
+          It's a poor fit for teams outside the Microsoft ecosystem. AI Builder features add cost on top of base licensing. Simple automations may require more configuration than they do in narrower trigger-action tools. Licensing can also involve per-user, per-flow, and add-on charges, so confirm the required licenses for your deployment.
 
-**Pricing:** Included with some Microsoft 365 plans. Standalone plans are available. Verify current pricing on Microsoft's Power Automate page.
+**Pricing:**
+          Included with some Microsoft 365 plans. Standalone plans are available. Verify current pricing on [Microsoft's Power Automate page](https://www.microsoft.com/en-us/power-platform/products/power-automate/pricing).
 
-### Workato
+### [Workato](#workato)
 
-**Best for:** Enterprise teams that need guaranteed SLAs, dedicated compliance certifications, and governance controls that n8n's self-managed model can't provide.
+**Best for:**
+          Enterprise teams that need guaranteed SLAs, dedicated compliance certifications, and governance controls that n8n's self-managed model can't provide.
 
-Workato sits at the opposite end of the spectrum from open-source tools. It's a fully managed enterprise iPaaS built for organizations where automation architecture has compliance and uptime requirements attached. If your procurement team requires dedicated support, SOC2/HIPAA certifications, and contractual SLAs, Workato delivers what self-hosted n8n can't guarantee.
+Workato is a managed enterprise integration platform for deployments that require procurement review, governance controls, and contractual support. Verify the scope of Workato's current audit reports, service commitments, and HIPAA-related terms before using it for a regulated workload.
 
 **Strengths:**
 
-- **Enterprise-grade security and compliance:** Dedicated compliance frameworks, certifications, and audit capabilities that satisfy enterprise procurement and security review processes.
-- **Dedicated support:** Named account managers, priority support channels, and SLAs for issue resolution. This is the opposite of filing a GitHub issue and waiting.
-- **Complex multi-system orchestration:** Handles enterprise-scale integration patterns across ERP, CRM, HRIS, and financial systems with the reliability large organizations require.
+- **Enterprise security and compliance controls:**
+ Workato publishes information about its compliance programs, certifications, and audit capabilities for procurement and security reviews. Confirm that the current scope covers your workload and region.
+- **Dedicated support:**
+ Named account managers, priority support channels, and SLAs for issue resolution. 
+- **Complex multi-system orchestration:**
+ Handles enterprise-scale integration patterns across ERP, CRM, HRIS, and financial systems with governance and support options intended for large deployments.
+
+**Limitations:**
+          Priced for enterprise budgets. Workato is not suited for smaller teams or cost-sensitive deployments. Workato is proprietary, so migration may require rebuilding recipes, connections, and governance controls in another platform. Assess data portability and contract terms before deployment.
+
+**Pricing:**
+          Enterprise custom pricing, not published publicly. Review [Workato's pricing model](https://docs.workato.com/en/pricing), request a quote, and confirm contract minimums directly with Workato because the company does not publish standard rates.
 
-**Limitations:** Priced for enterprise budgets. Workato is not suited for smaller teams or cost-sensitive deployments. The platform creates significant vendor lock-in compared to open-source alternatives, and migrating away from Workato is substantially more difficult than leaving n8n.
+## [How Open-Source Licenses Affect n8n Alternatives](#how-open-source-licenses-affect-n8n-alternatives)
 
-**Pricing:** Enterprise custom pricing, not published publicly. Expect annual contracts with five-figure minimum commitments. Not designed for SMB budgets.
+The applicable software license determines how you may self-host, modify, and redistribute an n8n alternative. Review the license for the specific edition you plan to deploy because community and enterprise editions may use different terms.
 
-## Open Source n8n Alternatives: What the License Actually Means
+**n8n uses a source-available Sustainable Use License rather than an OSI-approved open-source license.**
 
-Many teams looking for an n8n open source alternative care about one of three things: self-hosting flexibility, data sovereignty, or cost reduction. How the licensing works for each alternative matters more than most comparison articles acknowledge.
+n8n makes its source code available under the [Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license). The [Open Source Definition](https://opensource.org/osd) does not permit restrictions on fields of endeavor, and n8n describes its licensing model as fair-code rather than open source. The Sustainable Use License permits internal use, modification, and some redistribution, but it restricts products whose value derives substantially from n8n's functionality. Agencies, consultancies, and SaaS companies should review the [Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license) and seek legal advice before offering n8n functionality to customers.
 
-**n8n uses fair-code, not open source.** Although n8n's source code is available under the [Sustainable Use License](https://docs.n8n.io/privacy-and-security/sustainable-use-license), according to the [Open Source Initiative (OSI)](https://opensource.org/osd), open source licenses can't include limitations on use, so n8n does not call itself open source. In practical terms, the license allows you the free right to use, modify, create derivative works, and redistribute, with three limitations, the most significant being that the moment automation becomes a value proposition for external users, the license blocks it. For internal business use, this rarely matters. For agencies, consultancies, or SaaS companies embedding automation into customer-facing products, it's a dealbreaker.
+**Activepieces uses the MIT license.**
+          Activepieces distributes its Community Edition under the MIT license, which permits use, modification, and redistribution when you retain the required notices. The MIT license generally permits commercial use, redistribution, and modification when you preserve the required copyright and license notices. Confirm the license that applies to any enterprise features you use.
 
-**Activepieces uses the MIT license.** Unlike many competitors that keep their code proprietary, Activepieces' MIT license allows you to use, adapt, and scale the platform without restrictions. You can embed it in commercial products, resell hosted instances, or fork the codebase without legal risk. This is the permissive open-source experience most developers expect when they hear the term "open source."
+**Sim supports open-source, self-hosted deployment.**
 
-**Sim is open source** with deployment options via Docker Compose and Kubernetes for teams that want full infrastructure control. Combined with SOC2 compliance, this gives enterprise teams the data control they need without sacrificing a recognized security certification.
+Sim provides deployment options through Docker Compose and Kubernetes. Review Sim's repository, applicable license, and current security documentation before choosing a self-hosted deployment.
 
-**Migration is not a weekend project.** Moving a portfolio of workflows from n8n to any alternative requires real engineering effort. A close format match (like moving to Activepieces, where the trigger-action paradigm is similar) typically takes a few weeks of focused work for a mid-size workflow portfolio. Switching to a different paradigm entirely, like moving from n8n's node-based approach to Sim's agentic architecture or Pipedream's code-first model, takes longer because you're rearchitecting workflows, not just porting them.
+**Migration effort varies with workflow complexity.**
+          Moving a portfolio of workflows from n8n to any alternative requires real engineering effort. Migration effort grows with the number of workflows, custom code steps, credentials, external dependencies, and differences between execution models. Activepieces may preserve more trigger-action concepts, while Sim or Pipedream may require you to redesign state management, agent behavior, or code execution.
 
-**Self-hosted isn't automatically cheaper.** Before assuming that self-hosting eliminates automation costs, build a detailed estimate for total cost of ownership. Include server provisioning, database hosting, SSL certificates, security patches, version upgrades, monitoring, and the engineering time to handle all of it. You are responsible for all infrastructure management, server provisioning, Docker setup, SSL configuration, database backups, version updates, and monitoring. For many teams, the subscription price of a managed alternative works out cheaper once you account for the hidden hours spent keeping infrastructure healthy.
+**Self-hosted isn't automatically cheaper.**
+          Before assuming that self-hosting eliminates automation costs, build a detailed estimate for total cost of ownership. Include server provisioning, database hosting, TLS certificates, security patches, version upgrades, monitoring, and maintenance time. A managed alternative may cost less when its subscription replaces enough infrastructure and engineering work.
 
-## The Bottom Line
+## [The Bottom Line](#the-bottom-line)
 
-The right choice depends on your team's primary requirement:
+Choose an n8n alternative based on the workflow type and operating model you need.
 
 - **Best for self-hosting:** Choose n8n for developer-controlled, traditional automation when your team is comfortable managing infrastructure. Choose Activepieces when an unrestricted MIT license is the priority, or Sim when you need self-hosted AI agent workflows.
 - **Best for AI-native workflows:** Choose Sim for an open-source visual AI agent builder with 1,000+ integrations, native multi-model orchestration, agent memory, and MCP support. It also offers managed cloud infrastructure for teams that do not want to self-host. Choose Gumloop for a narrower, non-developer-focused LLM workflow canvas.
 - **Best for small teams:** Choose Make for managed visual automation, strong debugging, and flexible data transformation.
 - **Best for non-technical users:** Choose Zapier for the fastest route to straightforward SaaS automation and the widest integration catalog. Choose Gumloop instead when AI is central to the workflow.
 
-Don't try to evaluate all 10 tools on this list. Identify which of the four archetypes from the framework section fits your team, narrow the list to two or three candidates, and build a real workflow in each. The free tiers across Sim, Make, Zapier, Activepieces, and Pipedream allow you to do this without any upfront spend.
+Use the comparison framework to narrow the list to two or three candidates, then build the same representative workflow in each one. Compare setup time, debugging, execution cost, deployment effort, and the agent capabilities your production workflow requires. Sim, Make, Zapier, Activepieces, and Pipedream offer free tiers that may support an initial test. Confirm current limits before building a proof of concept.
 
-For adjacent shortlists: [best Zapier alternatives](/library/best-zapier-alternatives) covers the same market from the per-task-pricing angle, [open-source AI agent platforms](/library/open-source-ai-agent-platforms) narrows to self-hostable options, and [the best AI agent platforms in 2026](/library/best-ai-agent-platforms-2026) ranks the field on agent capability rather than integration count.
+For related comparisons, see our guides to [Zapier alternatives](https://www.sim.ai/library/best-zapier-alternatives), [open-source AI agent platforms](https://www.sim.ai/library/open-source-ai-agent-platforms), and [AI agent platforms in 2026](https://www.sim.ai/library/best-ai-agent-platforms-2026).
diff --git a/apps/sim/content/library/sim-vs-dify-open-source-ai-workspace-vs-llm-app-rag-platform/index.mdx b/apps/sim/content/library/sim-vs-dify-open-source-ai-workspace-vs-llm-app-rag-platform/index.mdx
index 1a3d2eb4e34..d55c844e5b0 100644
--- a/apps/sim/content/library/sim-vs-dify-open-source-ai-workspace-vs-llm-app-rag-platform/index.mdx
+++ b/apps/sim/content/library/sim-vs-dify-open-source-ai-workspace-vs-llm-app-rag-platform/index.mdx
@@ -43,7 +43,7 @@ The clearest split is license and scope. Dify ships under the [Dify Open Source
 
 ### Choose Dify when
 
-- Your application is RAG-first, where document retrieval defines the product. Dify's [Knowledge documentation](https://docs.dify.ai/en/guides/knowledge-base/knowledge-and-documents) explains its knowledge-base workflow.
+- Your application is RAG-first, where document retrieval defines the product. Dify's [Knowledge documentation](https://docs.dify.ai/en/cloud/use-dify/knowledge/create-knowledge/introduction) explains its knowledge-base workflow.
 - Your application is chat-first, where a conversational interface is the primary surface. Dify documents chat-oriented application types in its [application guide](https://docs.dify.ai/en/guides/application-creation/creating-an-application).
 
 ### Choose Sim when
@@ -78,7 +78,7 @@ Sim also supports real-time workspace collaboration, allowing teammates to work
 
 ## Context and action layers: knowledge bases vs a connected workspace
 
-Dify puts RAG at the center. Its [Knowledge feature](https://docs.dify.ai/en/guides/knowledge-base/knowledge-and-documents) indexes documents for retrieval and supplies retrieved context to applications. If document retrieval and conversation define your product, that focus can be an advantage.
+Dify puts RAG at the center. Its [Knowledge feature](https://docs.dify.ai/en/cloud/use-dify/knowledge/create-knowledge/introduction) indexes documents for retrieval and supplies retrieved context to applications. If document retrieval and conversation define your product, that focus can be an advantage.
 
 Sim supports retrieval and connects it to other workspace resources. The [workspace model](https://docs.sim.ai/introduction) links Knowledge Bases with native Tables and Files. Knowledge Bases can supply semantic retrieval, Tables can hold structured records and workflow state, and Files can be used as inputs or outputs. One workflow can retrieve policy text, update a case record in a Table, and save a generated report as a File.
 
@@ -101,7 +101,7 @@ Both platforms support model-provider connections. Dify documents supported prov
 | Category and buyer job | AI workspace for agents, workflows, and business automation | [Platform for LLM applications, workflows, RAG, and chat](https://docs.dify.ai/en/guides/application-creation/creating-an-application) |
 | Builder model | Mothership natural language, visual canvas, and API | [Visual workflow builder and application types](https://docs.dify.ai/en/guides/workflow) |
 | Agent depth | Agentic reasoning and deterministic control in one graph | [Agent and workflow nodes for LLM applications](https://docs.dify.ai/en/guides/workflow/node/agent) |
-| Context layer | Native Tables, Files, and Knowledge Bases | [Knowledge bases and retrieval workflows](https://docs.dify.ai/en/guides/knowledge-base/knowledge-and-documents) |
+| Context layer | Native Tables, Files, and Knowledge Bases | [Knowledge bases and retrieval workflows](https://docs.dify.ai/en/cloud/use-dify/knowledge/create-knowledge/introduction) |
 | Action layer | Integrations, API calls, custom JavaScript, and MCP tools | [Tools, plugins, APIs, and workflow nodes](https://docs.dify.ai/en/guides/tools) |
 | Collaboration | Shared real-time workspace workflows | Evaluate [Dify plan and team options](https://dify.ai/pricing) against your collaboration requirements |
 | Deployment surfaces | REST API, hosted chat, and MCP tool or server | [Published applications and APIs](https://docs.dify.ai/en/guides/application-publishing) |
@@ -127,7 +127,7 @@ Both vendors can change prices, credits, limits, and terms. Check the live [Dify
 
 ## Who each platform fits best
 
-Dify fits developers building RAG-first or chat-first LLM applications. Its [application builder](https://docs.dify.ai/en/guides/application-creation/creating-an-application) and [knowledge workflow](https://docs.dify.ai/en/guides/knowledge-base/knowledge-and-documents) provide a focused route to an LLM application without assembling retrieval and chat infrastructure from scratch.
+Dify fits developers building RAG-first or chat-first LLM applications. Its [application builder](https://docs.dify.ai/en/guides/application-creation/creating-an-application) and [knowledge workflow](https://docs.dify.ai/en/cloud/use-dify/knowledge/create-knowledge/introduction) provide a focused route to an LLM application without assembling retrieval and chat infrastructure from scratch.
 
 Sim fits builders who need agents that work across business tools and data. A developer or technical founder can combine model reasoning with conditions, code, integrations, Tables, Files, and Knowledge Bases, then deploy the result as an API, hosted chat experience, or MCP tool.
 
diff --git a/apps/sim/content/library/what-is-an-agentic-workflow/index.mdx b/apps/sim/content/library/what-is-an-agentic-workflow/index.mdx
index f969fe1f70a..cd8e6faa9ba 100644
--- a/apps/sim/content/library/what-is-an-agentic-workflow/index.mdx
+++ b/apps/sim/content/library/what-is-an-agentic-workflow/index.mdx
@@ -41,7 +41,7 @@ Runtime discretion still operates within boundaries. You define the workflow’s
 
 Traditional trigger-action automation executes a path that a human defines before the run begins. You choose an event that starts the workflow, then specify which actions follow under each condition. Every trigger and branch is authored in advance. At runtime, the software evaluates those rules, but it cannot choose a new type of action outside them. This distinction resembles the boundary between agents and rule-driven systems explored in [AI agents vs. RPA](https://www.sim.ai/library/ai-agents-vs-rpa).
 
-Zapier and Make grew around this architecture. [Zapier’s conventional workflow builder connects triggers and actions](https://help.zapier.com/hc/en-us/articles/8496183585293-Create-Zaps), while [Make scenarios arrange modules and routes in a visual editor](https://help.make.com/scenario-editor), so builders define the available paths and the conditions that select them. Both platforms now offer agent features through [Zapier Agents](https://zapier.com/agents) and [Make AI Agents](https://www.make.com/en/ai-agents). In a standard automation, however, an AI step usually performs a bounded task inside a predetermined path, such as classifying an email or drafting a reply. Human-authored logic still determines when the model runs and where its output goes.
+Zapier and Make grew around this architecture. [Zapier’s conventional workflow builder connects triggers and actions](https://help.zapier.com/hc/en-us/articles/22234847450893-Zap-workflows-quick-start-guide), while [Make scenarios arrange modules and routes in a visual editor](https://help.make.com/scenario-editor), so builders define the available paths and the conditions that select them. Both platforms now offer agent features through [Zapier Agents](https://zapier.com/agents) and [Make AI Agents](https://www.make.com/en/ai-agents). In a standard automation, however, an AI step usually performs a bounded task inside a predetermined path, such as classifying an email or drafting a reply. Human-authored logic still determines when the model runs and where its output goes.
 
 Trigger-action automation cannot create a path for input its author did not anticipate. A malformed payload may cause the run to fail. An unmatched condition may follow a fallback route or end the run, depending on the authored rules. The software does not inspect the situation and select an unplanned tool. Reasoning remains a capability within a step rather than the mechanism that directs execution.
 
diff --git a/apps/sim/ee/credential-groups/components/organization-account-provider-catalog.tsx b/apps/sim/ee/credential-groups/components/organization-account-provider-catalog.tsx
index d9d42c05d6f..706750f21ad 100644
--- a/apps/sim/ee/credential-groups/components/organization-account-provider-catalog.tsx
+++ b/apps/sim/ee/credential-groups/components/organization-account-provider-catalog.tsx
@@ -84,7 +84,7 @@ export function OrganizationAccountProviderCatalog({
       <ChipModalHeader onClose={onClose} closeDisabled={pending}>
         Add provider
       </ChipModalHeader>
-      <ChipModalBody className='h-[480px] max-h-[70dvh] overflow-hidden'>
+      <ChipModalBody className='h-[480px] max-h-[70dvh] flex-none overflow-hidden'>
         <ChipModalField
           type='custom'
           title='Find a provider'
diff --git a/apps/sim/hooks/queries/credentials.ts b/apps/sim/hooks/queries/credentials.ts
index d83fd5527b5..ad3fc93ea98 100644
--- a/apps/sim/hooks/queries/credentials.ts
+++ b/apps/sim/hooks/queries/credentials.ts
@@ -26,6 +26,7 @@ import {
 } from '@/lib/api/contracts/organization-credentials'
 import { environmentKeys } from '@/hooks/queries/environment'
 import { oauthConnectionsKeys } from '@/hooks/queries/oauth/oauth-connections'
+import { personalCredentialKeys } from '@/hooks/queries/personal-credentials'
 import { workspaceCredentialKeys } from '@/hooks/queries/utils/credential-keys'
 import { workspaceCredentialListQueryOptions } from '@/hooks/queries/utils/fetch-workspace-credentials'
 import { invalidateSelectorQueries } from '@/hooks/queries/utils/selector-keys'
@@ -60,13 +61,18 @@ export function useWorkspaceCredentials(params: {
   })
 }
 
-export function useWorkspaceCredential(credentialId?: string, enabled = true) {
+export function useWorkspaceCredential(
+  credentialId?: string,
+  enabled = true,
+  workspaceId?: string
+) {
   return useQuery<WorkspaceCredential | null>({
-    queryKey: workspaceCredentialKeys.detail(credentialId),
+    queryKey: workspaceCredentialKeys.detailForWorkspace(credentialId, workspaceId),
     queryFn: async ({ signal }) => {
       if (!credentialId) return null
       const data = await requestJson(getWorkspaceCredentialContract, {
         params: { id: credentialId },
+        query: { workspaceId },
         signal,
       })
       return data.credential ?? null
@@ -103,6 +109,7 @@ export function useCreateWorkspaceCredential() {
     },
     onSettled: () =>
       Promise.all([
+        queryClient.invalidateQueries({ queryKey: personalCredentialKeys.lists() }),
         queryClient.invalidateQueries({
           queryKey: workspaceCredentialKeys.lists(),
         }),
@@ -114,7 +121,7 @@ export function useCreateWorkspaceCredential() {
   })
 }
 
-export function useUpdateWorkspaceCredential() {
+export function useUpdateWorkspaceCredential(workspaceId?: string) {
   const queryClient = useQueryClient()
 
   return useMutation({
@@ -130,6 +137,7 @@ export function useUpdateWorkspaceCredential() {
       return requestJson(updateWorkspaceCredentialContract, {
         params: { id: credentialId },
         body,
+        query: { workspaceId },
       })
     },
     onMutate: async (variables) => {
@@ -142,7 +150,7 @@ export function useUpdateWorkspaceCredential() {
         queryKey: workspaceCredentialKeys.lists(),
       })
       const previousDetail = queryClient.getQueryData<WorkspaceCredential | null>(
-        workspaceCredentialKeys.detail(variables.credentialId)
+        workspaceCredentialKeys.detailForWorkspace(variables.credentialId, workspaceId)
       )
 
       /** Applies the in-flight edit to one cached credential. */
@@ -163,7 +171,7 @@ export function useUpdateWorkspaceCredential() {
        * Discard to restore the pre-save value over the committed one.
        */
       queryClient.setQueryData<WorkspaceCredential | null>(
-        workspaceCredentialKeys.detail(variables.credentialId),
+        workspaceCredentialKeys.detailForWorkspace(variables.credentialId, workspaceId),
         (old) => (old ? withEdit(old) : old)
       )
 
@@ -185,13 +193,14 @@ export function useUpdateWorkspaceCredential() {
       }
       if (context?.previousDetail !== undefined) {
         queryClient.setQueryData(
-          workspaceCredentialKeys.detail(variables.credentialId),
+          workspaceCredentialKeys.detailForWorkspace(variables.credentialId, workspaceId),
           context.previousDetail
         )
       }
     },
     onSettled: (_data, _error, variables) =>
       Promise.all([
+        queryClient.invalidateQueries({ queryKey: personalCredentialKeys.lists() }),
         queryClient.invalidateQueries({
           queryKey: workspaceCredentialKeys.detail(variables.credentialId),
         }),
@@ -206,15 +215,19 @@ export function useUpdateWorkspaceCredential() {
   })
 }
 
-export function useDeleteWorkspaceCredential() {
+export function useDeleteWorkspaceCredential(workspaceId?: string) {
   const queryClient = useQueryClient()
 
   return useMutation({
     mutationFn: async (credentialId: string) => {
-      return requestJson(deleteWorkspaceCredentialContract, { params: { id: credentialId } })
+      return requestJson(deleteWorkspaceCredentialContract, {
+        params: { id: credentialId },
+        query: { workspaceId },
+      })
     },
     onSettled: (_data, _error, credentialId) =>
       Promise.all([
+        queryClient.invalidateQueries({ queryKey: personalCredentialKeys.lists() }),
         queryClient.invalidateQueries({ queryKey: workspaceCredentialKeys.detail(credentialId) }),
         queryClient.invalidateQueries({ queryKey: workspaceCredentialKeys.lists() }),
         queryClient.invalidateQueries({ queryKey: OAUTH_CREDENTIALS_KEY }),
diff --git a/apps/sim/hooks/queries/kb/knowledge.ts b/apps/sim/hooks/queries/kb/knowledge.ts
index fc173264fd2..a53086b6dec 100644
--- a/apps/sim/hooks/queries/kb/knowledge.ts
+++ b/apps/sim/hooks/queries/kb/knowledge.ts
@@ -44,6 +44,7 @@ import {
   searchWorkspaceKnowledgeContract,
   type TagDefinitionData,
   type TagUsageData,
+  type UpdateKnowledgeBaseBody,
   type UpdateKnowledgeDocumentResponseData,
   updateKnowledgeBaseContract,
   updateKnowledgeChunkContract,
@@ -671,13 +672,7 @@ export function useCreateKnowledgeBase() {
 
 interface UpdateKnowledgeBaseParams {
   knowledgeBaseId: string
-  updates: {
-    name?: string
-    description?: string
-    workspaceId?: string | null
-    /** Moves the knowledge base between folders; `null` moves it to the workspace root. */
-    folderId?: string | null
-  }
+  updates: UpdateKnowledgeBaseBody
 }
 
 async function updateKnowledgeBase({
diff --git a/apps/sim/hooks/queries/organization.ts b/apps/sim/hooks/queries/organization.ts
index 7cd80f8b232..b2e40daaa43 100644
--- a/apps/sim/hooks/queries/organization.ts
+++ b/apps/sim/hooks/queries/organization.ts
@@ -1,6 +1,12 @@
 import { createLogger } from '@sim/logger'
 import { isRecordLike } from '@sim/utils/object'
-import { type UseQueryResult, useMutation, useQuery, useQueryClient } from '@tanstack/react-query'
+import {
+  queryOptions,
+  type UseQueryResult,
+  useMutation,
+  useQuery,
+  useQueryClient,
+} from '@tanstack/react-query'
 import { ApiClientError } from '@/lib/api/client/errors'
 import { requestJson } from '@/lib/api/client/request'
 import type { ContractBodyInput } from '@/lib/api/contracts'
@@ -106,12 +112,18 @@ async function fetchOrganizationRoster(
   }
 }
 
+export function organizationRosterQueryOptions(orgId: string) {
+  return queryOptions({
+    queryKey: organizationKeys.roster(orgId),
+    queryFn: ({ signal }) => fetchOrganizationRoster(orgId, signal),
+    staleTime: ORGANIZATION_ROSTER_STALE_TIME,
+  })
+}
+
 export function useOrganizationRoster(orgId: string | undefined | null) {
   return useQuery({
-    queryKey: organizationKeys.roster(orgId ?? ''),
-    queryFn: ({ signal }) => fetchOrganizationRoster(orgId as string, signal),
+    ...organizationRosterQueryOptions(orgId ?? ''),
     enabled: !!orgId,
-    staleTime: ORGANIZATION_ROSTER_STALE_TIME,
   })
 }
 
@@ -166,18 +178,21 @@ async function fetchOrganization(orgId: string, signal?: AbortSignal) {
   return response.data
 }
 
-/**
- * Hook to fetch a specific organization
- */
-export function useOrganization(orgId: string) {
-  return useQuery({
+export function organizationDetailQueryOptions(orgId: string) {
+  return queryOptions({
     queryKey: organizationKeys.detail(orgId),
     queryFn: ({ signal }) => fetchOrganization(orgId, signal),
-    enabled: !!orgId,
     staleTime: ORGANIZATION_DETAIL_STALE_TIME,
   })
 }
 
+export function useOrganization(orgId: string) {
+  return useQuery({
+    ...organizationDetailQueryOptions(orgId),
+    enabled: !!orgId,
+  })
+}
+
 /**
  * Fetch organization billing data
  */
@@ -198,19 +213,22 @@ async function fetchOrganizationBilling(
   }
 }
 
-/**
- * Hook to fetch organization billing data
- */
+export function organizationBillingQueryOptions(orgId: string) {
+  return queryOptions({
+    queryKey: organizationKeys.billing(orgId),
+    queryFn: ({ signal }) => fetchOrganizationBilling(orgId, signal),
+    retry: false,
+    staleTime: ORGANIZATION_BILLING_STALE_TIME,
+  })
+}
+
 export function useOrganizationBilling(
   orgId: string,
   options?: { enabled?: boolean }
 ): OrganizationBillingQueryResult {
   return useQuery({
-    queryKey: organizationKeys.billing(orgId),
-    queryFn: ({ signal }) => fetchOrganizationBilling(orgId, signal),
+    ...organizationBillingQueryOptions(orgId),
     enabled: !!orgId && (options?.enabled ?? true),
-    retry: false,
-    staleTime: ORGANIZATION_BILLING_STALE_TIME,
   })
 }
 
diff --git a/apps/sim/hooks/queries/scoped-credentials.ts b/apps/sim/hooks/queries/scoped-credentials.ts
index a30bac8bea6..93eaa1e84be 100644
--- a/apps/sim/hooks/queries/scoped-credentials.ts
+++ b/apps/sim/hooks/queries/scoped-credentials.ts
@@ -105,7 +105,11 @@ export function useUpdateScopedCredential() {
           params: { id: credentialId },
           body: { ...body, organizationId: body.organizationId },
         })
-      return requestJson(updateWorkspaceCredentialContract, { params: { id: credentialId }, body })
+      return requestJson(updateWorkspaceCredentialContract, {
+        params: { id: credentialId },
+        body,
+        query: { workspaceId: 'workspaceId' in input ? input.workspaceId : undefined },
+      })
     },
     onSuccess: reconcile,
   })
diff --git a/apps/sim/hooks/queries/utils/credential-keys.ts b/apps/sim/hooks/queries/utils/credential-keys.ts
index 3c5db3dde50..1be218be3a7 100644
--- a/apps/sim/hooks/queries/utils/credential-keys.ts
+++ b/apps/sim/hooks/queries/utils/credential-keys.ts
@@ -19,6 +19,10 @@ export const workspaceCredentialKeys = {
   details: () => [...workspaceCredentialKeys.all, 'detail'] as const,
   detail: (credentialId?: string) =>
     [...workspaceCredentialKeys.details(), credentialId ?? 'none'] as const,
+  detailForWorkspace: (credentialId?: string, workspaceId?: string) =>
+    workspaceId
+      ? ([...workspaceCredentialKeys.detail(credentialId), 'workspace', workspaceId] as const)
+      : workspaceCredentialKeys.detail(credentialId),
   members: (credentialId?: string) =>
     [...workspaceCredentialKeys.detail(credentialId), 'members'] as const,
   /**
diff --git a/apps/sim/lib/api/contracts/credentials.ts b/apps/sim/lib/api/contracts/credentials.ts
index 6d42557e34c..cfd1409957d 100644
--- a/apps/sim/lib/api/contracts/credentials.ts
+++ b/apps/sim/lib/api/contracts/credentials.ts
@@ -1,5 +1,5 @@
 import { z } from 'zod'
-import { workspaceIdSchema } from '@/lib/api/contracts/primitives'
+import { organizationIdSchema, workspaceIdSchema } from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 import {
   ATLASSIAN_PRODUCTS,
@@ -36,7 +36,8 @@ export const workspaceCredentialRoleSchema = z.enum(['admin', 'member'])
 export const workspaceCredentialMemberStatusSchema = z.enum(['active', 'pending', 'revoked'])
 export const workspaceCredentialSchema = z.object({
   id: z.string(),
-  workspaceId: z.string(),
+  workspaceId: z.string().nullable(),
+  organizationId: organizationIdSchema.optional(),
   type: workspaceCredentialTypeSchema,
   displayName: z.string(),
   description: z.string().nullable(),
@@ -466,6 +467,7 @@ export const getWorkspaceCredentialContract = defineRouteContract({
   method: 'GET',
   path: '/api/credentials/[id]',
   params: credentialIdParamsSchema,
+  query: z.object({ workspaceId: workspaceIdSchema.optional() }),
   response: {
     mode: 'json',
     schema: z.object({
@@ -528,6 +530,7 @@ export const updateWorkspaceCredentialContract = defineRouteContract({
   method: 'PUT',
   path: '/api/credentials/[id]',
   params: credentialIdParamsSchema,
+  query: z.object({ workspaceId: workspaceIdSchema.optional() }),
   body: updateCredentialByIdBodySchema,
   response: {
     mode: 'json',
@@ -541,6 +544,7 @@ export const deleteWorkspaceCredentialContract = defineRouteContract({
   method: 'DELETE',
   path: '/api/credentials/[id]',
   params: credentialIdParamsSchema,
+  query: z.object({ workspaceId: workspaceIdSchema.optional() }),
   response: {
     mode: 'json',
     schema: z.object({
diff --git a/apps/sim/lib/api/contracts/knowledge/base.test.ts b/apps/sim/lib/api/contracts/knowledge/base.test.ts
index 6d9034bb6c6..96f3a332f4b 100644
--- a/apps/sim/lib/api/contracts/knowledge/base.test.ts
+++ b/apps/sim/lib/api/contracts/knowledge/base.test.ts
@@ -6,11 +6,34 @@ import {
   chunkingStrategyOptionsSchema,
   createKnowledgeBaseBodySchema,
   knowledgeBaseDataSchema,
+  updateKnowledgeBaseBodySchema,
 } from '@/lib/api/contracts/knowledge/base'
 import { MAX_CHUNKING_SEPARATOR_LENGTH, MAX_CHUNKING_SEPARATORS } from '@/lib/chunkers/constants'
 
 const separators = (count: number) => Array.from({ length: count }, (_, i) => `@@sep${i}@@`)
 
+describe('knowledge base workspace ownership', () => {
+  it.each([undefined, null, ''])('rejects creation with workspaceId %s', (workspaceId) => {
+    expect(createKnowledgeBaseBodySchema.safeParse({ name: 'Docs', workspaceId }).success).toBe(
+      false
+    )
+  })
+
+  it.each([null, ''])('rejects detaching with workspaceId %s', (workspaceId) => {
+    expect(updateKnowledgeBaseBodySchema.safeParse({ workspaceId }).success).toBe(false)
+  })
+
+  it('allows a workspace move and moving a KB to the folder root', () => {
+    expect(
+      updateKnowledgeBaseBodySchema.parse({ workspaceId: 'workspace-2', folderId: null })
+    ).toEqual({ workspaceId: 'workspace-2', folderId: null })
+  })
+
+  it('leaves workspace ownership untouched when omitted from an update', () => {
+    expect(updateKnowledgeBaseBodySchema.parse({ name: 'Renamed' })).toEqual({ name: 'Renamed' })
+  })
+})
+
 describe('chunkingStrategyOptionsSchema.separators', () => {
   it('accepts a separator list at the bound', () => {
     const parsed = chunkingStrategyOptionsSchema.parse({
diff --git a/apps/sim/lib/api/contracts/knowledge/base.ts b/apps/sim/lib/api/contracts/knowledge/base.ts
index bebdeaa0db9..dc84effbdeb 100644
--- a/apps/sim/lib/api/contracts/knowledge/base.ts
+++ b/apps/sim/lib/api/contracts/knowledge/base.ts
@@ -148,7 +148,7 @@ export const createKnowledgeBaseBodySchema = z.object({
       `Description must be ${KNOWLEDGE_BASE_DESCRIPTION_MAX_LENGTH} characters or less`
     )
     .optional(),
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   /**
    * Folder the knowledge base is created in, from the `knowledge_base` folder tree.
    * `null` (or omitted) creates it at the workspace root.
@@ -170,9 +170,11 @@ export const updateKnowledgeBaseBodySchema = createKnowledgeBaseBodySchema
      * explicit `null` moves it back to the workspace root.
      */
     folderId: z.string().min(1, 'Folder ID cannot be empty').nullable().optional(),
-    workspaceId: z.string().nullable().optional(),
+    workspaceId: workspaceIdSchema.optional(),
   })
 
+export type UpdateKnowledgeBaseBody = z.input<typeof updateKnowledgeBaseBodySchema>
+
 const knowledgeChunkingConfigSchema = z
   .object({
     maxSize: z.number(),
diff --git a/apps/sim/lib/api/contracts/v2/knowledge.ts b/apps/sim/lib/api/contracts/v2/knowledge.ts
index 2cd2c6a86e4..227306f7055 100644
--- a/apps/sim/lib/api/contracts/v2/knowledge.ts
+++ b/apps/sim/lib/api/contracts/v2/knowledge.ts
@@ -936,7 +936,7 @@ export const v2KnowledgeSearchBodySchema = z
       .max(100, 'topK cannot exceed 100')
       .default(10)
       .describe(
-        'Maximum number of search results to return. Must be a whole number between 1 and 100; the boundary schema only bounds the range, so a fractional value is admitted here and then rejected with 400 during search.'
+        'Maximum number of search results to return. Must be a whole number between 1 and 100.'
       ),
     tagFilters: z
       .array(v2KnowledgeSearchTagFilterSchema)
diff --git a/apps/sim/lib/api/contracts/v2/logs.ts b/apps/sim/lib/api/contracts/v2/logs.ts
index 4f4eab05c7a..6428891ad84 100644
--- a/apps/sim/lib/api/contracts/v2/logs.ts
+++ b/apps/sim/lib/api/contracts/v2/logs.ts
@@ -594,7 +594,7 @@ export const v2ListLogsQuerySchema = v1ListLogsQuerySchema
      * local to this resource.
      */
     sortBy: v2LogSortFieldSchemas.sortBy.describe(
-      'Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs order as though the value were below every recorded one, so they trail an ascending page and lead a descending one. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included.'
+      'Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs sort before recorded values in ascending order and after them in descending order. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included.'
     ),
     folderPaths: z
       .string()
diff --git a/apps/sim/lib/api/contracts/v2/openapi/tables.ts b/apps/sim/lib/api/contracts/v2/openapi/tables.ts
index 0cfd05295df..2ec4fdab845 100644
--- a/apps/sim/lib/api/contracts/v2/openapi/tables.ts
+++ b/apps/sim/lib/api/contracts/v2/openapi/tables.ts
@@ -1947,7 +1947,21 @@ const declaredRoutes = [
         v2BulkDeleteTablesContract.response.schema,
         'V2BulkDeleteTablesResponse',
         'Bulk delete tables response',
-        'Per-item outcome of a bulk table and folder delete.'
+        'Per-item outcome of a bulk table and folder delete.',
+        [
+          {
+            data: {
+              deleted: [
+                { kind: 'table', id: TABLE_ID, name: 'Leads' },
+                { kind: 'folder', id: '/Sales/Archive', name: '/Sales/Archive' },
+              ],
+              skipped: [],
+              notFound: [],
+              failed: [],
+              deletedItems: { tables: 1, folders: 1 },
+            },
+          },
+        ]
       ),
     }
   ),
diff --git a/apps/sim/lib/compare/data/competitors/dust.ts b/apps/sim/lib/compare/data/competitors/dust.ts
index 6bd33f4143a..2e6aebed4cb 100644
--- a/apps/sim/lib/compare/data/competitors/dust.ts
+++ b/apps/sim/lib/compare/data/competitors/dust.ts
@@ -52,7 +52,7 @@ export const dustProfile: CompetitorProfile = {
         "Dust's Agent Builder is entirely form and text based, name, description, instructions, model, tools, knowledge, guided by a conversational 'Sidekick' assistant, with no visual canvas at all (its earlier block-based 'Dust Apps' product is deprecated). Agents deploy natively into a shared, multiplayer workspace and out to Slack, Teams, and other chat surfaces. A team that wants agents assembled purely from plain-language instructions and templates, with no drag-and-drop layer to learn or maintain, gets that directly. Teams that do want infrastructure-as-code can also define Skills and agent configurations as files in a Git repository and sync them via an official GitHub Action, with the same PR review and rollback workflow as application code.",
       shortDescription: 'No visual/flow canvas at all, only forms, text, and conversation.',
       source: {
-        url: 'https://docs.dust.tt/changelog/gitops-sync-for-skills-agent-configurations-with-github-action',
+        url: 'https://docs.dust.tt/docs/changelog#gitops-sync-for-skills-&-agent-configurations-with-github-action',
         label: 'GitOps sync for Skills & Agent configurations | Dust changelog',
         asOf: '2026-07-02',
       },
@@ -215,7 +215,7 @@ export const dustProfile: CompetitorProfile = {
         confidence: 'estimated',
         sources: [
           {
-            url: 'https://docs.dust.tt/changelog/eu-data-hosting-option-available',
+            url: 'https://docs.dust.tt/docs/changelog#-eu-data-hosting-option-available',
             label: 'EU data hosting option available | Dust changelog',
             asOf: '2026-07-08',
           },
@@ -260,7 +260,7 @@ export const dustProfile: CompetitorProfile = {
         confidence: 'estimated',
         sources: [
           {
-            url: 'https://docs.dust.tt/changelog/gitops-sync-for-skills-agent-configurations-with-github-action',
+            url: 'https://docs.dust.tt/docs/changelog#gitops-sync-for-skills-&-agent-configurations-with-github-action',
             label: 'GitOps sync for Skills & Agent configurations | Dust changelog',
             asOf: '2026-07-02',
           },
@@ -275,7 +275,7 @@ export const dustProfile: CompetitorProfile = {
         confidence: 'estimated',
         sources: [
           {
-            url: 'https://docs.dust.tt/changelog/prompt-version-history',
+            url: 'https://docs.dust.tt/docs/changelog#-prompt-version-history',
             label: 'Prompt version history | Dust changelog',
             asOf: '2026-07-02',
           },
@@ -837,7 +837,7 @@ export const dustProfile: CompetitorProfile = {
         confidence: 'verified',
         sources: [
           {
-            url: 'https://docs.dust.tt/changelog/eu-data-hosting-option-available',
+            url: 'https://docs.dust.tt/docs/changelog#-eu-data-hosting-option-available',
             label: 'EU data hosting option available | Dust changelog',
             asOf: '2026-07-02',
           },
diff --git a/apps/sim/lib/compare/data/competitors/tines.ts b/apps/sim/lib/compare/data/competitors/tines.ts
index 1440063c07c..348a1813fd8 100644
--- a/apps/sim/lib/compare/data/competitors/tines.ts
+++ b/apps/sim/lib/compare/data/competitors/tines.ts
@@ -245,7 +245,7 @@ export const tinesProfile: CompetitorProfile = {
         confidence: 'estimated',
         sources: [
           {
-            url: 'https://www.tines.com/docs/records-cases/cases/',
+            url: 'https://www.tines.com/stories/docs/cases/',
             label: 'Cases | Docs | Tines',
             asOf: '2026-07-02',
           },
@@ -280,7 +280,7 @@ export const tinesProfile: CompetitorProfile = {
         confidence: 'estimated',
         sources: [
           {
-            url: 'https://www.tines.com/docs/records-cases/records/',
+            url: 'https://www.tines.com/stories/docs/records/',
             label: 'Records | Docs | Tines',
             asOf: '2026-07-02',
           },
diff --git a/apps/sim/lib/compare/data/sim.ts b/apps/sim/lib/compare/data/sim.ts
index ec777532b99..044f0887581 100644
--- a/apps/sim/lib/compare/data/sim.ts
+++ b/apps/sim/lib/compare/data/sim.ts
@@ -888,7 +888,7 @@ export const simProfile: CompetitorProfile = {
             asOf: '2026-07-02',
           },
           {
-            url: 'https://github.com/simstudioai/sim/blob/main/apps/sim/lib/permission-groups/types.ts',
+            url: 'https://github.com/simstudioai/sim/blob/main/apps/sim/lib/permission-groups/fields.ts',
             label: 'Sim codebase: permission groups',
             asOf: '2026-07-04',
           },
@@ -935,7 +935,7 @@ export const simProfile: CompetitorProfile = {
         confidence: 'verified',
         sources: [
           {
-            url: 'https://github.com/simstudioai/sim/blob/main/apps/sim/lib/permission-groups/types.ts',
+            url: 'https://github.com/simstudioai/sim/blob/main/apps/sim/lib/permission-groups/fields.ts',
             label:
               'Sim codebase: PermissionGroupConfig (allowedModelProviders, deniedModels, deniedTools)',
             asOf: '2026-07-02',
@@ -961,7 +961,7 @@ export const simProfile: CompetitorProfile = {
             asOf: '2026-07-02',
           },
           {
-            url: 'https://github.com/simstudioai/sim/blob/main/apps/sim/lib/permission-groups/types.ts',
+            url: 'https://github.com/simstudioai/sim/blob/main/apps/sim/lib/permission-groups/fields.ts',
             label: 'Sim codebase: PermissionGroupConfig (allowedIntegrations)',
             asOf: '2026-07-02',
           },
diff --git a/apps/sim/lib/copilot/generated/docs-manifest.ts b/apps/sim/lib/copilot/generated/docs-manifest.ts
index 6b36642a1b2..6421f1a32e2 100644
--- a/apps/sim/lib/copilot/generated/docs-manifest.ts
+++ b/apps/sim/lib/copilot/generated/docs-manifest.ts
@@ -246,7 +246,6 @@ export const DOCS_MANIFEST: readonly string[] = [
   'integrations/okta.mdx',
   'integrations/onedrive.mdx',
   'integrations/onepassword.mdx',
-  'integrations/openai.mdx',
   'integrations/outlook.mdx',
   'integrations/pagerduty.mdx',
   'integrations/parallel_ai.mdx',
diff --git a/apps/sim/lib/credentials/__integration__/organization-personal-tokens.integration.ts b/apps/sim/lib/credentials/__integration__/organization-personal-tokens.integration.ts
new file mode 100644
index 00000000000..af892e6145a
--- /dev/null
+++ b/apps/sim/lib/credentials/__integration__/organization-personal-tokens.integration.ts
@@ -0,0 +1,365 @@
+/** Real storage, encryption, migration, and authorization; no external GitLab calls. */
+import { db } from '@sim/db'
+import {
+  credential,
+  credentialGroup,
+  credentialGroupEnrollment,
+  member,
+  organization,
+  permissions,
+  resourcePolicy,
+  user,
+  workspace,
+} from '@sim/db/schema'
+import { sha256Hex } from '@sim/security/hash'
+import { generateId } from '@sim/utils/id'
+import { and, eq, inArray } from 'drizzle-orm'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { buildOrganizationAccountAccessPolicy } from '@/lib/credential-groups/application/workspace-access-policy'
+import { updateWorkspaceCredentialUseCase } from '@/lib/credentials/application/credential-crud'
+import { resolvePersonalToken } from '@/lib/credentials/application/resolve-personal-token'
+import { deleteCredentialUseCase } from '@/lib/credentials/application/service-account'
+import { decryptPersonalToken, encryptPersonalToken } from '@/lib/credentials/gitlab-personal-token'
+import {
+  createPersonalTokenCredential,
+  getPersonalTokenCredentials,
+  updatePersonalTokenCredential,
+} from '@/lib/credentials/personal-tokens'
+import { listVisibleWorkspaceCredentials } from '@/lib/credentials/queries'
+import { migrateGitLabPersonalTokens } from '@/scripts/migrate-gitlab-personal-tokens'
+
+vi.mock('@/lib/core/security/input-validation.server', () => ({
+  secureFetchWithValidation: async (url: string) =>
+    Response.json(
+      url.endsWith('/user')
+        ? { id: 42, username: 'fixture', name: 'Fixture', state: 'active', bot: false }
+        : { user_id: 42, active: true, revoked: false, scopes: ['api'], expires_at: null }
+    ),
+}))
+
+describe('organization personal tokens', () => {
+  let ids: ReturnType<typeof fixtureIds>
+  const tokenSecret = 'isolated-gitlab-token-fixture'
+  function fixtureIds() {
+    return {
+      owner: generateId(),
+      other: generateId(),
+      org: generateId(),
+      foreignOrg: generateId(),
+      first: generateId(),
+      second: generateId(),
+      foreign: generateId(),
+      group: generateId(),
+      legacyGroup: generateId(),
+      enrollment: generateId(),
+      token: generateId(),
+    }
+  }
+  const identity = () => ({
+    providerId: 'gitlab' as const,
+    ownerUserId: ids.owner,
+    subjectId: '42',
+    instanceUrl: 'https://gitlab.example.test',
+  })
+  const principal = (userId = ids.owner) => ({
+    kind: 'session' as const,
+    userId,
+    sessionId: 'isolated-session',
+  })
+  const resolve = (workspaceId = ids.second, userId = ids.owner) =>
+    resolvePersonalToken.execute({
+      principal: principal(userId),
+      input: {
+        credentialId: ids.token,
+        assertedWorkspaceId: workspaceId,
+        expectedProviderId: 'gitlab',
+      },
+    })
+  const migrate = (apply = true) => migrateGitLabPersonalTokens({ organizationId: ids.org, apply })
+  async function storedToken() {
+    const [row] = await db.select().from(credential).where(eq(credential.id, ids.token))
+    if (!row) throw new Error('Fixture token missing')
+    return row
+  }
+
+  beforeEach(async () => {
+    ids = fixtureIds()
+    const now = new Date()
+    await db.insert(user).values(
+      [ids.owner, ids.other].map((id) => ({
+        id,
+        name: 'Token fixture',
+        email: `${id}@fixture.test`,
+        emailVerified: true,
+        createdAt: now,
+        updatedAt: now,
+      }))
+    )
+    await db.insert(organization).values(
+      [ids.org, ids.foreignOrg].map((id) => ({
+        id,
+        name: 'Token fixture organization',
+        slug: id,
+      }))
+    )
+    await db.insert(member).values([
+      { id: generateId(), organizationId: ids.org, userId: ids.owner, role: 'member' },
+      { id: generateId(), organizationId: ids.org, userId: ids.other, role: 'admin' },
+    ])
+    await db.insert(workspace).values(
+      [ids.first, ids.second, ids.foreign].map((id) => ({
+        id,
+        name: 'Token fixture workspace',
+        organizationId: id === ids.foreign ? ids.foreignOrg : ids.org,
+        ownerId: ids.owner,
+        billedAccountUserId: ids.owner,
+      }))
+    )
+    await db.insert(permissions).values(
+      [ids.first, ids.second, ids.foreign].flatMap((id) =>
+        [ids.owner, ids.other].map((userId) => ({
+          id: generateId(),
+          userId,
+          entityId: id,
+          entityType: 'workspace' as const,
+          permissionType: 'admin' as const,
+        }))
+      )
+    )
+    await db.insert(credentialGroup).values([
+      {
+        id: ids.group,
+        organizationId: ids.org,
+        publicId: generateId(),
+        name: 'Connected accounts',
+        options: [],
+        createdBy: ids.owner,
+      },
+      {
+        id: ids.legacyGroup,
+        workspaceId: ids.first,
+        publicId: generateId(),
+        name: 'Legacy accounts',
+        options: [],
+        createdBy: ids.owner,
+      },
+    ])
+    await db.insert(resourcePolicy).values({
+      id: generateId(),
+      organizationId: ids.org,
+      resourceType: 'credential_group',
+      resourceId: ids.group,
+      document: buildOrganizationAccountAccessPolicy(ids.group, []),
+      createdBy: ids.owner,
+    })
+    await db.insert(credentialGroupEnrollment).values({
+      id: ids.enrollment,
+      credentialGroupId: ids.legacyGroup,
+      userId: ids.owner,
+      email: `${ids.owner}@fixture.test`,
+      status: 'completed',
+      invitationTokenHash: sha256Hex(generateId()),
+      invitationExpiresAt: now,
+      invitedAt: now,
+    })
+    await db.insert(credential).values({
+      id: ids.token,
+      workspaceId: ids.first,
+      type: 'personal_token',
+      providerId: 'gitlab',
+      displayName: 'Personal GitLab',
+      createdBy: ids.owner,
+      providerSubjectId: '42',
+      providerTenantId: identity().instanceUrl,
+      grantedScopes: ['api'],
+      credentialGroupEnrollmentId: ids.enrollment,
+      encryptedPersonalToken: await encryptPersonalToken({
+        ...identity(),
+        workspaceId: ids.first,
+        accessToken: tokenSecret,
+      }),
+    })
+  })
+  afterEach(async () => {
+    await db
+      .delete(permissions)
+      .where(inArray(permissions.entityId, [ids.first, ids.second, ids.foreign]))
+    await db.delete(organization).where(inArray(organization.id, [ids.org, ids.foreignOrg]))
+    await db.delete(user).where(inArray(user.id, [ids.owner, ids.other]))
+  })
+
+  it('dry-runs without changing ownership, ciphertext, or enrollments', async () => {
+    const before = await storedToken()
+    expect(await migrate(false)).toEqual({ mode: 'dry-run', processed: 1 })
+    expect(await storedToken()).toEqual(before)
+    expect(
+      await db
+        .select()
+        .from(credentialGroupEnrollment)
+        .where(eq(credentialGroupEnrollment.credentialGroupId, ids.group))
+    ).toHaveLength(0)
+  })
+
+  it('creates one organization token and reconnects and rotates the same identity', async () => {
+    await db.delete(credential).where(eq(credential.id, ids.token))
+    const input = {
+      userId: ids.owner,
+      accounts: { organizationId: ids.org, credentialGroupId: ids.group },
+      providerId: 'gitlab',
+      apiToken: tokenSecret,
+      domain: 'gitlab.example.test',
+    }
+    const created = await createPersonalTokenCredential(input)
+    expect(created.credential).toMatchObject({
+      workspaceId: null,
+      organizationId: ids.org,
+      createdBy: ids.owner,
+    })
+    const reconnected = await createPersonalTokenCredential({
+      ...input,
+      apiToken: 'reconnected-fixture',
+    })
+    expect(reconnected).toMatchObject({ created: false, credential: { id: created.credential.id } })
+    await updatePersonalTokenCredential({
+      credential: reconnected.credential,
+      apiToken: 'rotated-fixture',
+    })
+    const [rotated] = await db
+      .select()
+      .from(credential)
+      .where(eq(credential.id, created.credential.id))
+    expect(rotated).toMatchObject({ workspaceId: null, organizationId: ids.org })
+    await expect(
+      decryptPersonalToken(rotated!.encryptedPersonalToken!, {
+        ...identity(),
+        organizationId: ids.org,
+      })
+    ).resolves.toBe('rotated-fixture')
+  })
+
+  it('preserves the credential ID, rebinds encryption, and is idempotent', async () => {
+    expect(await migrate()).toEqual({ mode: 'applied', processed: 1 })
+    const current = await storedToken()
+    expect(current).toMatchObject({
+      id: ids.token,
+      workspaceId: null,
+      organizationId: ids.org,
+      createdBy: ids.owner,
+    })
+    const [enrollment] = await db
+      .select()
+      .from(credentialGroupEnrollment)
+      .where(eq(credentialGroupEnrollment.id, current.credentialGroupEnrollmentId!))
+    expect(enrollment).toMatchObject({ userId: ids.owner, credentialGroupId: ids.group })
+    await expect(
+      decryptPersonalToken(current.encryptedPersonalToken!, {
+        ...identity(),
+        organizationId: ids.org,
+      })
+    ).resolves.toBe(tokenSecret)
+    await expect(
+      decryptPersonalToken(current.encryptedPersonalToken!, {
+        ...identity(),
+        workspaceId: ids.first,
+      })
+    ).rejects.toThrow('binding')
+    expect(await migrate()).toEqual({ mode: 'applied', processed: 0 })
+  })
+
+  it('uses the same connection across workspaces and survives deletion of the original workspace', async () => {
+    await migrate()
+    for (const workspaceId of [ids.first, ids.second]) {
+      expect(
+        (await getPersonalTokenCredentials(workspaceId, ids.owner)).map((row) => row.id)
+      ).toEqual([ids.token])
+      await expect(resolve(workspaceId)).resolves.toMatchObject({ accessToken: tokenSecret })
+      const listed = await listVisibleWorkspaceCredentials({
+        workspaceId,
+        userId: ids.owner,
+        workspaceAccess: { canAdmin: false },
+        types: ['personal_token'],
+      })
+      expect(listed.data).toEqual([
+        expect.objectContaining({ id: ids.token, workspaceId: null, organizationId: ids.org }),
+      ])
+    }
+    await db.delete(workspace).where(eq(workspace.id, ids.first))
+    await expect(resolve()).resolves.toMatchObject({ accessToken: tokenSecret })
+  })
+
+  it('denies another person, another organization, and removed organization membership', async () => {
+    await migrate()
+    expect(await getPersonalTokenCredentials(ids.second, ids.other)).toEqual([])
+    expect(await getPersonalTokenCredentials(ids.foreign, ids.owner)).toEqual([])
+    await expect(resolve(ids.second, ids.other)).rejects.toThrow()
+    await expect(resolve(ids.foreign)).rejects.toThrow()
+    await db
+      .delete(member)
+      .where(and(eq(member.organizationId, ids.org), eq(member.userId, ids.owner)))
+    expect(await getPersonalTokenCredentials(ids.second, ids.owner)).toEqual([])
+    await expect(resolve()).rejects.toThrow()
+  })
+
+  it('rechecks revocation before use and manages the token from another workspace', async () => {
+    await migrate()
+    await updateWorkspaceCredentialUseCase.execute({
+      principal: principal(),
+      input: {
+        credentialId: ids.token,
+        assertedWorkspaceId: ids.second,
+        displayName: 'Renamed GitLab',
+      },
+    })
+    expect((await storedToken()).displayName).toBe('Renamed GitLab')
+    await db
+      .update(credentialGroupEnrollment)
+      .set({ revokedAt: new Date(), status: 'revoked' })
+      .where(eq(credentialGroupEnrollment.credentialGroupId, ids.group))
+    await expect(resolve()).rejects.toThrow()
+    await deleteCredentialUseCase.execute({
+      principal: principal(),
+      input: { credentialId: ids.token, workspaceId: ids.second },
+    })
+    expect(await db.select().from(credential).where(eq(credential.id, ids.token))).toHaveLength(0)
+  })
+
+  it('refuses duplicate identities without choosing or overwriting a token', async () => {
+    const original = await storedToken()
+    await db.insert(credential).values({
+      ...original,
+      id: generateId(),
+      workspaceId: ids.second,
+      encryptedPersonalToken: await encryptPersonalToken({
+        ...identity(),
+        workspaceId: ids.second,
+        accessToken: 'second-fixture-token',
+      }),
+    })
+    await expect(migrate()).rejects.toThrow('Duplicate GitLab identities')
+    expect(await storedToken()).toEqual(original)
+  })
+
+  it('refuses ciphertext bound to a different workspace without changing the row', async () => {
+    await db
+      .update(credential)
+      .set({
+        encryptedPersonalToken: await encryptPersonalToken({
+          ...identity(),
+          workspaceId: ids.second,
+          accessToken: tokenSecret,
+        }),
+      })
+      .where(eq(credential.id, ids.token))
+    await expect(migrate()).rejects.toThrow('binding')
+    expect((await storedToken()).workspaceId).toBe(ids.first)
+  })
+
+  it('does not revive a revoked source enrollment', async () => {
+    await db
+      .update(credentialGroupEnrollment)
+      .set({ status: 'revoked', revokedAt: new Date() })
+      .where(eq(credentialGroupEnrollment.id, ids.enrollment))
+    await expect(migrate()).rejects.toThrow('inactive or mismatched')
+    expect((await storedToken()).workspaceId).toBe(ids.first)
+  })
+})
diff --git a/apps/sim/lib/credentials/access.ts b/apps/sim/lib/credentials/access.ts
index 0e4e8b5cca6..2a14fbbabb7 100644
--- a/apps/sim/lib/credentials/access.ts
+++ b/apps/sim/lib/credentials/access.ts
@@ -195,7 +195,7 @@ export function canUseCredential(access: CredentialActorContext): boolean {
 export async function getCredentialActorContext(
   credentialId: string,
   userId: string,
-  options?: { workspaceAccess?: WorkspaceAccess }
+  options?: { workspaceAccess?: WorkspaceAccess; workspaceId?: string }
 ): Promise<CredentialActorContext> {
   const [credentialRow] = await db
     .select()
@@ -203,7 +203,12 @@ export async function getCredentialActorContext(
     .where(eq(credential.id, credentialId))
     .limit(1)
 
-  if (!credentialRow?.workspaceId) {
+  const organizationToken =
+    credentialRow?.type === 'personal_token' &&
+    credentialRow.organizationId &&
+    !credentialRow.workspaceId
+  const workspaceId = organizationToken ? options?.workspaceId : credentialRow?.workspaceId
+  if (!credentialRow || !workspaceId) {
     return {
       credential: null,
       member: null,
@@ -214,17 +219,31 @@ export async function getCredentialActorContext(
   }
 
   const workspaceAccess = await resolveWorkspaceAccess(
-    credentialRow.workspaceId,
+    workspaceId,
     userId,
     options?.workspaceAccess
   )
   if (credentialRow.type === 'personal_token') {
+    let hasAccess = workspaceAccess.hasAccess
+    if (organizationToken) {
+      const [membership] = await db
+        .select({ id: member.id })
+        .from(member)
+        .where(
+          and(eq(member.organizationId, credentialRow.organizationId!), eq(member.userId, userId))
+        )
+        .limit(1)
+      hasAccess =
+        hasAccess &&
+        Boolean(membership) &&
+        workspaceAccess.workspace?.organizationId === credentialRow.organizationId
+    }
     return {
-      credential: credentialRow.createdBy === userId ? credentialRow : null,
+      credential: credentialRow.createdBy === userId && hasAccess ? credentialRow : null,
       member: null,
-      hasWorkspaceAccess: workspaceAccess.hasAccess,
-      canWriteWorkspace: workspaceAccess.canWrite,
-      isAdmin: credentialRow.createdBy === userId && workspaceAccess.hasAccess,
+      hasWorkspaceAccess: hasAccess,
+      canWriteWorkspace: hasAccess && workspaceAccess.canWrite,
+      isAdmin: credentialRow.createdBy === userId && hasAccess,
     }
   }
   const [memberRow] = await db
diff --git a/apps/sim/lib/credentials/api/route-policies.test.ts b/apps/sim/lib/credentials/api/route-policies.test.ts
index 3172bfa24ab..14dbcaa4ad4 100644
--- a/apps/sim/lib/credentials/api/route-policies.test.ts
+++ b/apps/sim/lib/credentials/api/route-policies.test.ts
@@ -103,7 +103,9 @@ describe('personal account connection errors', () => {
     )
     expect(response).toMatchObject({
       status: 409,
-      body: { error: 'Ask a workspace admin to configure this integration in Connected accounts' },
+      body: {
+        error: 'Ask an organization admin to configure this integration in organization settings',
+      },
     })
   })
 
diff --git a/apps/sim/lib/credentials/api/route-policies.ts b/apps/sim/lib/credentials/api/route-policies.ts
index bc33b7bb34a..89b54e4665a 100644
--- a/apps/sim/lib/credentials/api/route-policies.ts
+++ b/apps/sim/lib/credentials/api/route-policies.ts
@@ -75,7 +75,7 @@ export const internalPersonalCredentialConnectionErrorPolicy = extendInternalErr
   (error) => {
     if (error instanceof CredentialGroupProviderConfigurationError) {
       return internalErrorResponse(409, {
-        error: 'Ask a workspace admin to configure this integration in Connected accounts',
+        error: 'Ask an organization admin to configure this integration in organization settings',
       })
     }
     const status =
diff --git a/apps/sim/lib/credentials/application/authorized-credential-use-case.ts b/apps/sim/lib/credentials/application/authorized-credential-use-case.ts
index 9e827870de6..70f1e96b97c 100644
--- a/apps/sim/lib/credentials/application/authorized-credential-use-case.ts
+++ b/apps/sim/lib/credentials/application/authorized-credential-use-case.ts
@@ -90,11 +90,18 @@ export function defineAuthorizedCredentialUseCase<
     async authorizeResource({ principal, context }) {
       const actor = await getCredentialActorContext(
         context.credential.id,
-        requireCredentialExecutionUserId(principal)
+        requireCredentialExecutionUserId(principal),
+        { workspaceId: context.workspaceId }
       )
       if (
         !actor.credential ||
-        actor.credential.workspaceId !== context.workspaceId ||
+        !(
+          actor.credential.workspaceId === context.workspaceId ||
+          (actor.credential.type === 'personal_token' &&
+            !actor.credential.workspaceId &&
+            actor.credential.organizationId === context.workspaceOrganizationId &&
+            Boolean(context.workspaceOrganizationId))
+        ) ||
         !actor.hasWorkspaceAccess
       ) {
         throw new OrchestrationError('not_found', 'Credential not found')
diff --git a/apps/sim/lib/credentials/application/credential-context.ts b/apps/sim/lib/credentials/application/credential-context.ts
index 9ba2a13131e..bb5107fa233 100644
--- a/apps/sim/lib/credentials/application/credential-context.ts
+++ b/apps/sim/lib/credentials/application/credential-context.ts
@@ -22,9 +22,29 @@ export async function resolveCredentialApplicationContext(
     ? await getWorkspaceCredential({
         workspaceId: assertedWorkspace.workspaceId,
         credentialId: input.credentialId,
+        ...(assertedWorkspace.workspaceOrganizationId
+          ? { organizationId: assertedWorkspace.workspaceOrganizationId }
+          : {}),
       })
     : await getCredentialById(input.credentialId)
-  if (!credential?.workspaceId) throw new OrchestrationError('not_found', 'Credential not found')
+  if (!credential) throw new OrchestrationError('not_found', 'Credential not found')
+  if (credential.organizationId) {
+    if (
+      credential.type !== 'personal_token' ||
+      credential.workspaceId ||
+      !assertedWorkspace ||
+      credential.organizationId !== assertedWorkspace.workspaceOrganizationId
+    ) {
+      throw new OrchestrationError('not_found', 'Credential not found')
+    }
+    return { ...assertedWorkspace, credential }
+  }
+  if (
+    !credential.workspaceId ||
+    (assertedWorkspace && credential.workspaceId !== assertedWorkspace.workspaceId)
+  ) {
+    throw new OrchestrationError('not_found', 'Credential not found')
+  }
   const workspace =
     assertedWorkspace ?? (await loadActiveWorkspaceApplicationContext(credential.workspaceId))
   if (!workspace) throw new OrchestrationError('not_found', 'Credential not found')
diff --git a/apps/sim/lib/credentials/application/credential-crud.test.ts b/apps/sim/lib/credentials/application/credential-crud.test.ts
index 0ba3a46a136..70bd44bb00b 100644
--- a/apps/sim/lib/credentials/application/credential-crud.test.ts
+++ b/apps/sim/lib/credentials/application/credential-crud.test.ts
@@ -17,6 +17,8 @@ const mocks = vi.hoisted(() => ({
   getActor: vi.fn(),
   updateRecord: vi.fn(),
   createRecord: vi.fn(),
+  personalAccounts: vi.fn(),
+  createPersonalToken: vi.fn(),
 }))
 
 const resolveGroupConfigMock = permissionGroupScopeMockFns.mockResolvePermissionGroupConfig
@@ -44,6 +46,18 @@ vi.mock('@/lib/credentials/orchestration', () => ({
   createCredentialRecord: mocks.createRecord,
   isProviderOutageCode: () => false,
 }))
+vi.mock('@/lib/credentials/application/workspace-personal-accounts', () => ({
+  requireWorkspacePersonalAccounts: mocks.personalAccounts,
+}))
+vi.mock('@/lib/credentials/personal-tokens', () => ({
+  createPersonalTokenCredential: mocks.createPersonalToken,
+  updatePersonalTokenCredential: vi.fn(),
+}))
+vi.mock('@/lib/core/config/block-visibility', () => ({ getBlockVisibility: vi.fn() }))
+vi.mock('@/lib/integrations/principal-scope.server', () => ({ allowedIntegrationTypes: vi.fn() }))
+vi.mock('@/lib/integrations/credential-visibility.server', () => ({
+  createIntegrationCredentialVisibility: () => ({ isCredentialVisible: () => true }),
+}))
 vi.mock('@/lib/permission-groups/config-scope.server', () => permissionGroupScopeMock)
 vi.mock('@/lib/credentials/oauth', () => ({ syncWorkspaceOAuthCredentialsForUser: vi.fn() }))
 vi.mock('@/lib/posthog/server', () => ({ captureServerEvent: vi.fn() }))
@@ -414,3 +428,53 @@ describe('personal-credential capability', () => {
     expect(result.credential).toEqual(created)
   })
 })
+
+describe('personal-token organization enrollment', () => {
+  const accounts = { organizationId: 'organization', credentialGroupId: 'organization-group' }
+  const tokenInput = {
+    workspaceId: WORKSPACE_ID,
+    type: 'personal_token' as const,
+    providerId: 'gitlab',
+    displayName: 'My GitLab',
+    apiToken: 'personal-token',
+  }
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resolveGroupConfigMock.mockResolvedValue(null)
+    mocks.loadWorkspace.mockResolvedValue({ ...workspace, workspaceOrganizationId: 'organization' })
+    mocks.resolvePermission.mockResolvedValue('write')
+    mocks.personalAccounts.mockResolvedValue(accounts)
+  })
+
+  it('passes the authorized organization group into token creation', async () => {
+    const created = { ...credential, type: 'personal_token', providerId: 'gitlab' }
+    mocks.createPersonalToken.mockResolvedValue({
+      success: true,
+      created: true,
+      credential: created,
+    })
+    mocks.getActor.mockResolvedValue({ credential: created, isAdmin: true })
+    await createWorkspaceCredential.execute({ principal: sessionPrincipal, input: tokenInput })
+    expect(mocks.personalAccounts).toHaveBeenCalledWith(
+      sessionPrincipal,
+      expect.objectContaining({ workspaceOrganizationId: 'organization' })
+    )
+    expect(mocks.createPersonalToken).toHaveBeenCalledWith({
+      ...tokenInput,
+      userId: 'user-1',
+      accounts,
+    })
+    expect(mocks.createRecord).not.toHaveBeenCalled()
+  })
+
+  it('refuses unapproved organization access before verifying or storing a token', async () => {
+    mocks.personalAccounts.mockRejectedValueOnce(new Error('Organization accounts unavailable'))
+    await expect(
+      createWorkspaceCredential.execute({ principal: sessionPrincipal, input: tokenInput })
+    ).rejects.toThrow('Organization accounts unavailable')
+    expect(mocks.createPersonalToken).not.toHaveBeenCalled()
+    expect(mocks.createRecord).not.toHaveBeenCalled()
+    expect(auditMockFns.mockRecordAudit).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/lib/credentials/application/credential-crud.ts b/apps/sim/lib/credentials/application/credential-crud.ts
index d5072a9e37f..dcc6aa02074 100644
--- a/apps/sim/lib/credentials/application/credential-crud.ts
+++ b/apps/sim/lib/credentials/application/credential-crud.ts
@@ -15,6 +15,7 @@ import {
 } from '@/lib/credentials/application/authorized-credential-use-case'
 import { resolveCredentialApplicationContext } from '@/lib/credentials/application/credential-context'
 import { credentialOperations } from '@/lib/credentials/application/operations'
+import { requireWorkspacePersonalAccounts } from '@/lib/credentials/application/workspace-personal-accounts'
 import { syncWorkspaceOAuthCredentialsForUser } from '@/lib/credentials/oauth'
 import {
   createCredentialRecord,
@@ -230,11 +231,17 @@ export const createWorkspaceCredential = defineAuthorizedWorkspaceUseCase({
     }
     const result =
       input.type === 'personal_token'
-        ? await createPersonalTokenCredential({ ...input, userId })
+        ? await createPersonalTokenCredential({
+            ...input,
+            userId,
+            accounts: await requireWorkspacePersonalAccounts(principal, context),
+          })
         : await createCredentialRecord({ ...input, userId }, { authorizeWorkspace: false })
     if (!result.success) throwCredentialMutationFailure(result)
     if (!result.credential) throw new Error('Credential creation succeeded without a credential')
-    const access = await getCredentialActorContext(result.credential.id, userId)
+    const access = await getCredentialActorContext(result.credential.id, userId, {
+      workspaceId: context.workspaceId,
+    })
     if (!access.credential || !canUseCredential(access)) {
       throw new Error('Created credential is not visible to its creator')
     }
@@ -284,6 +291,7 @@ export const createWorkspaceCredential = defineAuthorizedWorkspaceUseCase({
 
 export interface GetWorkspaceCredentialInput {
   credentialId: string
+  assertedWorkspaceId?: string
 }
 
 export const getWorkspaceCredentialUseCase = defineAuthorizedCredentialUseCase({
@@ -300,9 +308,9 @@ export type UpdateWorkspaceCredentialInput = Omit<
   'userId' | 'actorName' | 'actorEmail' | 'allowedTypes' | 'reason' | 'request'
 > & {
   /**
-   * Workspace the caller asserts owns the credential; a mismatch is concealed as
-   * a not-found. The internal surface omits it and resolves the credential's own
-   * workspace instead, which is what it did before this field existed.
+   * Execution workspace asserted by the caller. Required for organization personal
+   * tokens; workspace-owned credentials can resolve their own workspace when omitted.
+   * A mismatched owner organization or workspace is concealed as a not-found.
    */
   assertedWorkspaceId?: string
 }
@@ -339,7 +347,8 @@ export const updateWorkspaceCredentialUseCase = defineAuthorizedCredentialUseCas
     if (!result.success) throwCredentialMutationFailure(result)
     const access = await getCredentialActorContext(
       context.credential.id,
-      requirePrincipalSubjectUserId(principal)
+      requirePrincipalSubjectUserId(principal),
+      { workspaceId: context.workspaceId }
     )
     if (!access.credential || !access.isAdmin) {
       throw new Error('Updated credential is no longer visible to its administrator')
diff --git a/apps/sim/lib/credentials/application/personal-connection.test.ts b/apps/sim/lib/credentials/application/personal-connection.test.ts
index 3b9918897dc..c1b3190ffb6 100644
--- a/apps/sim/lib/credentials/application/personal-connection.test.ts
+++ b/apps/sim/lib/credentials/application/personal-connection.test.ts
@@ -12,6 +12,9 @@ const mocks = vi.hoisted(() => ({
   personal: vi.fn(),
   oauthContext: vi.fn(),
   startOAuth: vi.fn(),
+  organizationMembership: vi.fn(),
+  available: vi.fn(),
+  policy: vi.fn(),
 }))
 vi.mock('@/lib/workspaces/application/workspace-context', () => ({
   loadActiveWorkspaceApplicationContext: mocks.workspace,
@@ -27,7 +30,17 @@ vi.mock('@/lib/credentials/application/provider-catalog', () => ({
   listCredentialProviderCatalog: mocks.catalog,
 }))
 vi.mock('@/lib/credential-groups/credentials', () => ({
-  loadWorkspaceAccountsCredentialListContext: mocks.group,
+  loadScopedAccountsCredentialListContext: mocks.group,
+}))
+vi.mock('@/lib/core/application/organization-authorization', () => ({
+  requireOrganizationMembership: mocks.organizationMembership,
+}))
+vi.mock('@/lib/credential-groups/scoped-availability', () => ({
+  isScopedCredentialGroupsAvailable: mocks.available,
+}))
+vi.mock('@/lib/resource-policies/repository', () => ({
+  requireResourcePolicy: mocks.policy,
+  ResourcePolicyNotFoundError: class extends Error {},
 }))
 vi.mock('@/lib/credential-groups/enrollments', () => ({
   getCredentialGroupOAuthContextForEnrollment: mocks.oauthContext,
@@ -40,13 +53,15 @@ vi.mock('@/lib/credential-groups/self-enrollment', () => ({
 vi.mock('@/lib/credentials/personal', () => ({ getPersonalOAuthCredentials: mocks.personal }))
 vi.mock('@/lib/core/utils/urls', () => ({ getBaseUrl: () => 'https://sim.test' }))
 
+import { buildOrganizationAccountAccessPolicy } from '@/lib/credential-groups/application/workspace-access-policy'
 import { startPersonalCredentialConnection } from '@/lib/credentials/application/personal-connection'
 
 const principal: Principal = { kind: 'session', userId: 'viewer', sessionId: 'session' }
 const input = { workspaceId: 'workspace', providerId: 'confluence' }
 const group = {
   credentialGroupId: 'canonical-group',
-  workspaceId: 'workspace',
+  workspaceId: null,
+  organizationId: 'organization',
   status: 'active',
   options: [{ id: 'option', provider: 'confluence', status: 'active' }],
 }
@@ -60,10 +75,15 @@ describe('personal connection launch', () => {
     vi.clearAllMocks()
     mocks.workspace.mockResolvedValue({
       workspaceId: 'workspace',
-      workspaceOrganizationId: null,
+      workspaceOrganizationId: 'organization',
       allowPersonalApiKeys: true,
     })
     mocks.permission.mockResolvedValue('read')
+    mocks.organizationMembership.mockResolvedValue({ userId: 'viewer', role: 'member' })
+    mocks.available.mockResolvedValue(true)
+    mocks.policy.mockResolvedValue({
+      document: buildOrganizationAccountAccessPolicy('canonical-group', ['workspace']),
+    })
     mocks.catalog.mockResolvedValue([
       {
         type: 'oauth',
@@ -89,7 +109,7 @@ describe('personal connection launch', () => {
     })
     expect(mocks.oauthContext).toHaveBeenCalledWith(
       {
-        workspaceId: 'workspace',
+        organizationId: 'organization',
         credentialGroupId: 'canonical-group',
         enrollmentId: 'enrollment',
         email: 'viewer@example.com',
@@ -103,14 +123,24 @@ describe('personal connection launch', () => {
     )
     expect(mocks.enroll).toHaveBeenCalledWith({
       userId: 'viewer',
-      workspaceId: 'workspace',
+      organizationId: 'organization',
       credentialGroupId: 'canonical-group',
     })
     expect(mocks.ensure).not.toHaveBeenCalled()
+    expect(mocks.group).toHaveBeenCalledWith({
+      kind: 'organization',
+      organizationId: 'organization',
+    })
+    expect(mocks.organizationMembership).toHaveBeenCalledWith(
+      principal,
+      'organization',
+      'member',
+      'integrations.manage'
+    )
     expect(mocks.catalog).toHaveBeenCalledWith(principal, expect.any(Object), 'managed_oauth')
   })
 
-  it('connects a configured Slack workspace app through its enrollment', async () => {
+  it('connects a configured organization Slack app through its enrollment', async () => {
     mocks.catalog.mockResolvedValue([
       {
         type: 'oauth',
@@ -145,23 +175,19 @@ describe('personal connection launch', () => {
     expect(mocks.enroll).not.toHaveBeenCalled()
   })
 
-  it('does not let a reader add a provider to workspace configuration', async () => {
+  it('does not let a reader add a provider to organization configuration', async () => {
     mocks.group.mockResolvedValue({ ...group, options: [] })
-    await expect(execute()).rejects.toThrow('Ask a workspace admin')
+    await expect(execute()).rejects.toThrow('Ask an organization admin')
     expect(mocks.ensure).not.toHaveBeenCalled()
     expect(mocks.enroll).not.toHaveBeenCalled()
   })
 
-  it('lets an admin configure the standard provider once before connecting their own account', async () => {
+  it('requires provider setup in organization settings even for a workspace admin', async () => {
     mocks.permission.mockResolvedValue('admin')
-    mocks.group.mockResolvedValueOnce({ ...group, options: [] }).mockResolvedValueOnce(group)
-    await execute()
-    expect(mocks.ensure).toHaveBeenCalledWith('workspace', 'viewer', {
-      provider: 'confluence',
-      label: 'Confluence',
-      required: false,
-    })
-    expect(mocks.enroll).toHaveBeenCalledTimes(1)
+    mocks.group.mockResolvedValue({ ...group, options: [] })
+    await expect(execute()).rejects.toThrow('Ask an organization admin')
+    expect(mocks.ensure).not.toHaveBeenCalled()
+    expect(mocks.enroll).not.toHaveBeenCalled()
   })
 
   it.each([
@@ -206,7 +232,9 @@ describe('personal connection launch', () => {
         authorizationOptions: [{ providerId: 'slack' }],
       },
     ])
-    await expect(execute({ providerId: 'slack' })).rejects.toThrow('Configure Slack')
+    await expect(execute({ providerId: 'slack' })).rejects.toThrow(
+      'enable Slack in organization settings'
+    )
     expect(mocks.ensure).not.toHaveBeenCalled()
   })
 
@@ -214,4 +242,71 @@ describe('personal connection launch', () => {
     mocks.enroll.mockRejectedValue(new Error('Access revoked'))
     await expect(execute()).rejects.toThrow('Access revoked')
   })
+
+  it('does not create a group when the organization has not configured accounts', async () => {
+    mocks.group.mockResolvedValue(null)
+    await expect(execute()).rejects.toThrow('set up Connected accounts in organization settings')
+    expect(mocks.ensure).not.toHaveBeenCalled()
+    expect(mocks.enroll).not.toHaveBeenCalled()
+  })
+
+  it('refuses personal workspaces before looking up organization accounts', async () => {
+    mocks.workspace.mockResolvedValue({
+      workspaceId: 'workspace',
+      workspaceOrganizationId: null,
+      allowPersonalApiKeys: true,
+    })
+    await expect(execute()).rejects.toThrow('does not belong to an organization')
+    expect(mocks.group).not.toHaveBeenCalled()
+    expect(mocks.enroll).not.toHaveBeenCalled()
+  })
+
+  it('requires organization membership even when the caller administers the workspace', async () => {
+    mocks.permission.mockResolvedValue('admin')
+    mocks.organizationMembership.mockRejectedValueOnce(new Error('Organization not found'))
+    await expect(execute()).rejects.toThrow('Organization not found')
+    expect(mocks.group).not.toHaveBeenCalled()
+    expect(mocks.enroll).not.toHaveBeenCalled()
+  })
+
+  it('honors the organization feature flag before enrollment', async () => {
+    mocks.available.mockResolvedValue(false)
+    await expect(execute()).rejects.toThrow('not available')
+    expect(mocks.available).toHaveBeenCalledWith({
+      kind: 'organization',
+      organizationId: 'organization',
+    })
+    expect(mocks.policy).not.toHaveBeenCalled()
+    expect(mocks.enroll).not.toHaveBeenCalled()
+  })
+
+  it('connects the person’s own account without granting their workspace workflow access', async () => {
+    mocks.policy.mockResolvedValue({
+      document: buildOrganizationAccountAccessPolicy('canonical-group', []),
+    })
+    await expect(execute()).resolves.toMatchObject({ providerId: 'confluence' })
+    expect(mocks.enroll).toHaveBeenCalledWith({
+      organizationId: 'organization',
+      credentialGroupId: 'canonical-group',
+      userId: 'viewer',
+    })
+  })
+
+  it('propagates policy read failures without provisioning or enrollment', async () => {
+    mocks.policy.mockRejectedValueOnce(new Error('Database unavailable'))
+    await expect(execute()).rejects.toThrow('Database unavailable')
+    expect(mocks.ensure).not.toHaveBeenCalled()
+    expect(mocks.enroll).not.toHaveBeenCalled()
+  })
+
+  it('rejects workspace keys before loading protected context', async () => {
+    await expect(
+      startPersonalCredentialConnection.execute({
+        principal: { kind: 'workspace_api_key', keyId: 'key', workspaceId: 'workspace' },
+        input,
+      })
+    ).rejects.toThrow()
+    expect(mocks.workspace).not.toHaveBeenCalled()
+    expect(mocks.enroll).not.toHaveBeenCalled()
+  })
 })
diff --git a/apps/sim/lib/credentials/application/personal-connection.ts b/apps/sim/lib/credentials/application/personal-connection.ts
index 0c000b2a731..cdb123d7102 100644
--- a/apps/sim/lib/credentials/application/personal-connection.ts
+++ b/apps/sim/lib/credentials/application/personal-connection.ts
@@ -1,29 +1,26 @@
 import { requirePrincipalSubjectUserId } from '@sim/auth/principal'
-import type { StartPersonalCredentialConnectionBody } from '@/lib/api/contracts/credentials'
-import {
-  defineAuthorizedWorkspaceUseCase,
-  InsufficientWorkspacePermissionsError,
-  requireCurrentHumanRole,
-} from '@/lib/core/application'
+import { defineAuthorizedWorkspaceUseCase } from '@/lib/core/application'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
-import { loadWorkspaceAccountsCredentialListContext } from '@/lib/credential-groups/credentials'
 import { getCredentialGroupOAuthContextForEnrollment } from '@/lib/credential-groups/enrollments'
 import { startCredentialGroupOAuth } from '@/lib/credential-groups/oauth'
-import {
-  findCredentialGroupProviderFromProviderId,
-  isCredentialGroupStandardOAuthProvider,
-} from '@/lib/credential-groups/providers'
+import { findCredentialGroupProviderFromProviderId } from '@/lib/credential-groups/providers'
 import { createViewerCredentialGroupEnrollment } from '@/lib/credential-groups/self-enrollment'
-import { ensureWorkspaceAccountsGroup } from '@/lib/credential-groups/service'
 import { credentialOperations } from '@/lib/credentials/application/operations'
 import { listCredentialProviderCatalog } from '@/lib/credentials/application/provider-catalog'
+import { requireWorkspacePersonalAccounts } from '@/lib/credentials/application/workspace-personal-accounts'
 import { getPersonalOAuthCredentials } from '@/lib/credentials/personal'
 import { loadActiveWorkspaceApplicationContext } from '@/lib/workspaces/application/workspace-context'
 
-/** Connects the authenticated person through the workspace's canonical account enrollment. */
+export interface StartPersonalCredentialConnectionInput {
+  workspaceId: string
+  providerId: string
+  credentialId?: string
+}
+
+/** Connects the authenticated person through the workspace's organization account enrollment. */
 export const startPersonalCredentialConnection = defineAuthorizedWorkspaceUseCase({
   operation: credentialOperations.startPersonalConnection,
-  resolveContext: async ({ input }: { input: StartPersonalCredentialConnectionBody }) => {
+  resolveContext: async ({ input }: { input: StartPersonalCredentialConnectionInput }) => {
     const context = await loadActiveWorkspaceApplicationContext(input.workspaceId)
     if (!context) throw new OrchestrationError('not_found', 'Workspace not found')
     return context
@@ -42,6 +39,7 @@ export const startPersonalCredentialConnection = defineAuthorizedWorkspaceUseCas
     if (!provider || !service) {
       throw new OrchestrationError('validation', 'This integration cannot be connected here')
     }
+    const group = await requireWorkspacePersonalAccounts(principal, context)
     if (input.credentialId) {
       const credentials = await getPersonalOAuthCredentials(
         context.workspaceId,
@@ -56,42 +54,15 @@ export const startPersonalCredentialConnection = defineAuthorizedWorkspaceUseCas
         throw new OrchestrationError('forbidden', 'You can only reconnect your own account')
       }
     }
-    let group = await loadWorkspaceAccountsCredentialListContext(context.workspaceId)
-    if (!group || !group.options.some((option) => option.provider === provider)) {
-      try {
-        await requireCurrentHumanRole(userId, context, 'admin')
-      } catch (error) {
-        if (!(error instanceof InsufficientWorkspacePermissionsError)) throw error
-        throw new OrchestrationError(
-          'forbidden',
-          `Ask a workspace admin to enable ${service.name} in Connected accounts`
-        )
-      }
-      if (!isCredentialGroupStandardOAuthProvider(provider)) {
-        throw new OrchestrationError(
-          'validation',
-          'Configure Slack sign-in in Connected accounts first'
-        )
-      }
-      await ensureWorkspaceAccountsGroup(context.workspaceId, userId, {
-        provider,
-        label: service.name,
-        required: false,
-      })
-      group = await loadWorkspaceAccountsCredentialListContext(context.workspaceId)
-    }
-    if (group?.status !== 'active') {
-      throw new OrchestrationError('forbidden', 'Connected accounts is disabled in this workspace')
-    }
     const options = group.options.filter((option) => option.provider === provider)
     if (options.length !== 1 || options[0]?.status !== 'active') {
       throw new OrchestrationError(
         'conflict',
-        `Ask a workspace admin to enable ${service.name} in Connected accounts`
+        `Ask an organization admin to enable ${service.name} in organization settings`
       )
     }
     const { enrollment, invitationLink } = await createViewerCredentialGroupEnrollment({
-      workspaceId: context.workspaceId,
+      organizationId: group.organizationId,
       credentialGroupId: group.credentialGroupId,
       userId,
     })
@@ -99,7 +70,7 @@ export const startPersonalCredentialConnection = defineAuthorizedWorkspaceUseCas
     if (!token) throw new Error('Account enrollment did not return an invitation token')
     const oauth = await getCredentialGroupOAuthContextForEnrollment(
       {
-        workspaceId: context.workspaceId,
+        organizationId: group.organizationId,
         credentialGroupId: group.credentialGroupId,
         enrollmentId: enrollment.id,
         email: enrollment.email,
diff --git a/apps/sim/lib/credentials/application/presentation.ts b/apps/sim/lib/credentials/application/presentation.ts
index c87028b9323..50a45db01dd 100644
--- a/apps/sim/lib/credentials/application/presentation.ts
+++ b/apps/sim/lib/credentials/application/presentation.ts
@@ -36,7 +36,7 @@ export function toWorkspaceCredential(
   row: CredentialRow | VisibleWorkspaceCredential,
   access?: CredentialActorContext
 ): WorkspaceCredential {
-  if (!row.workspaceId)
+  if (!row.workspaceId && !(row.type === 'personal_token' && row.organizationId))
     throw new Error('Workspace credential presentation requires workspace ownership')
   const type = requireOrdinaryCredentialType(row.type)
   if (!row.createdBy) throw new Error(`Credential ${row.id} has no creator`)
@@ -47,6 +47,7 @@ export function toWorkspaceCredential(
   return {
     id: row.id,
     workspaceId: row.workspaceId,
+    ...(row.organizationId ? { organizationId: row.organizationId } : {}),
     type,
     displayName: row.displayName,
     description: row.description,
diff --git a/apps/sim/lib/credentials/application/resolve-personal-token.ts b/apps/sim/lib/credentials/application/resolve-personal-token.ts
index 582b666cf2e..1901ee3aa19 100644
--- a/apps/sim/lib/credentials/application/resolve-personal-token.ts
+++ b/apps/sim/lib/credentials/application/resolve-personal-token.ts
@@ -1,6 +1,7 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
 import { requirePrincipalSubjectUserId } from '@sim/auth/principal'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { resourceScopeFields, resourceScopeFromOwner } from '@/lib/core/resource-scope'
 import { defineAuthorizedCredentialUseCase } from '@/lib/credentials/application/authorized-credential-use-case'
 import { resolveCredentialApplicationContext } from '@/lib/credentials/application/credential-context'
 import { credentialOperations } from '@/lib/credentials/application/operations'
@@ -41,14 +42,14 @@ export const resolvePersonalToken = defineAuthorizedCredentialUseCase({
       )
     }
     await requirePersonalTokenEnrollment({
-      workspaceId: context.workspaceId,
+      ...resourceScopeFields(resourceScopeFromOwner(current)),
       userId,
       enrollmentId: current.credentialGroupEnrollmentId,
     })
     const accessToken = await decryptPersonalToken(current.encryptedPersonalToken, {
       providerId: 'gitlab',
       ownerUserId: userId,
-      workspaceId: context.workspaceId,
+      ...resourceScopeFields(resourceScopeFromOwner(current)),
       subjectId: current.providerSubjectId,
       instanceUrl: current.providerTenantId,
     })
diff --git a/apps/sim/lib/credentials/application/service-account.test.ts b/apps/sim/lib/credentials/application/service-account.test.ts
index 20828646e5a..fe6e214b090 100644
--- a/apps/sim/lib/credentials/application/service-account.test.ts
+++ b/apps/sim/lib/credentials/application/service-account.test.ts
@@ -239,7 +239,9 @@ describe('credential service-account application operations', () => {
       input: { workspaceId: WORKSPACE_ID, credentialId: credential.id },
     })
 
-    expect(mocks.getActor).toHaveBeenCalledWith(credential.id, principal.userId)
+    expect(mocks.getActor).toHaveBeenCalledWith(credential.id, principal.userId, {
+      workspaceId: WORKSPACE_ID,
+    })
     expect(mocks.deleteRecord).not.toHaveBeenCalled()
   })
 
diff --git a/apps/sim/lib/credentials/application/workspace-personal-accounts.ts b/apps/sim/lib/credentials/application/workspace-personal-accounts.ts
new file mode 100644
index 00000000000..d24d0d6c5b5
--- /dev/null
+++ b/apps/sim/lib/credentials/application/workspace-personal-accounts.ts
@@ -0,0 +1,40 @@
+import type { Principal } from '@sim/auth/principal'
+import type { WorkspaceAuthorizationContext } from '@/lib/core/application'
+import { requireOrganizationMembership } from '@/lib/core/application/organization-authorization'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { loadScopedAccountsCredentialListContext } from '@/lib/credential-groups/credentials'
+import { requireOrganizationAccountsSetup } from '@/lib/credential-groups/organization-setup'
+import { isScopedCredentialGroupsAvailable } from '@/lib/credential-groups/scoped-availability'
+
+/**
+ * Resolves personal enrollment after the calling operation authorizes its workspace.
+ * Connecting one's own account does not grant the workspace access to it from workflows.
+ */
+export async function requireWorkspacePersonalAccounts(
+  principal: Principal,
+  context: WorkspaceAuthorizationContext
+) {
+  const organizationId = context.workspaceOrganizationId
+  if (!organizationId) {
+    throw new OrchestrationError('forbidden', 'This workspace does not belong to an organization')
+  }
+  await requireOrganizationMembership(principal, organizationId, 'member', 'integrations.manage')
+  if (!(await isScopedCredentialGroupsAvailable({ kind: 'organization', organizationId }))) {
+    throw new OrchestrationError('not_found', 'Organization connected accounts are not available')
+  }
+  const group = await loadScopedAccountsCredentialListContext({
+    kind: 'organization',
+    organizationId,
+  })
+  if (!group) {
+    throw new OrchestrationError(
+      'not_found',
+      'Ask an organization admin to set up Connected accounts in organization settings'
+    )
+  }
+  if (group.status !== 'active') {
+    throw new OrchestrationError('forbidden', 'Connected accounts is disabled in this organization')
+  }
+  await requireOrganizationAccountsSetup(organizationId, group.credentialGroupId)
+  return { ...group, organizationId }
+}
diff --git a/apps/sim/lib/credentials/gitlab-personal-token.test.ts b/apps/sim/lib/credentials/gitlab-personal-token.test.ts
index a76729339df..d05e208b512 100644
--- a/apps/sim/lib/credentials/gitlab-personal-token.test.ts
+++ b/apps/sim/lib/credentials/gitlab-personal-token.test.ts
@@ -93,6 +93,23 @@ describe('GitLab personal token verification', () => {
     await expect(verifyGitLabPersonalToken('secret')).rejects.toThrow('GitLab rejected this token')
     expect(mocks.fetch).toHaveBeenCalledTimes(1)
   })
+  it('binds organization tokens independently of the execution workspace', async () => {
+    mocks.encrypt.mockResolvedValue({ encrypted: 'ciphertext' })
+    const { workspaceId: _workspaceId, ...identity } = envelope
+    const organizationEnvelope = { ...identity, organizationId: 'organization' }
+    await encryptPersonalToken(organizationEnvelope)
+    expect(JSON.parse(mocks.encrypt.mock.calls[0][0])).toEqual(organizationEnvelope)
+    mocks.decrypt.mockResolvedValue({ decrypted: JSON.stringify(organizationEnvelope) })
+    const { accessToken, ...expected } = organizationEnvelope
+    await expect(decryptPersonalToken('ciphertext', expected)).resolves.toBe(accessToken)
+    await expect(
+      decryptPersonalToken('ciphertext', { ...expected, organizationId: 'another-org' })
+    ).rejects.toThrow('binding')
+    await expect(
+      decryptPersonalToken('ciphertext', { ...expected, workspaceId: 'workspace' })
+    ).rejects.toThrow()
+  })
+
   it('encrypts the token together with immutable user and instance bindings', async () => {
     mocks.encrypt.mockResolvedValue({ encrypted: 'ciphertext' })
     expect(await encryptPersonalToken(envelope)).toBe('ciphertext')
diff --git a/apps/sim/lib/credentials/gitlab-personal-token.ts b/apps/sim/lib/credentials/gitlab-personal-token.ts
index c62112e19da..e1253723839 100644
--- a/apps/sim/lib/credentials/gitlab-personal-token.ts
+++ b/apps/sim/lib/credentials/gitlab-personal-token.ts
@@ -1,5 +1,6 @@
 import { z } from 'zod'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { resourceScopeFromOwner, sameResourceScope } from '@/lib/core/resource-scope'
 import { decryptSecret, encryptSecret } from '@/lib/core/security/encryption'
 import { secureFetchWithValidation } from '@/lib/core/security/input-validation.server'
 import { normalizeGitLabHost } from '@/tools/gitlab/utils'
@@ -21,14 +22,19 @@ const gitLabTokenSchema = z.object({
     .regex(/^\d{4}-\d{2}-\d{2}$/)
     .nullable(),
 })
-const tokenEnvelopeSchema = z.object({
-  providerId: z.literal('gitlab'),
-  ownerUserId: z.string().min(1),
-  workspaceId: z.string().min(1),
-  subjectId: z.string().min(1),
-  instanceUrl: z.string().url(),
-  accessToken: z.string().min(1).max(4096),
-})
+const tokenEnvelopeSchema = z
+  .object({
+    providerId: z.literal('gitlab'),
+    ownerUserId: z.string().min(1),
+    workspaceId: z.string().min(1).optional(),
+    organizationId: z.string().min(1).optional(),
+    subjectId: z.string().min(1),
+    instanceUrl: z.string().url(),
+    accessToken: z.string().min(1).max(4096),
+  })
+  .refine((value) => Boolean(value.workspaceId) !== Boolean(value.organizationId), {
+    message: 'Personal token requires exactly one organization or workspace owner',
+  })
 export type PersonalTokenEnvelope = z.output<typeof tokenEnvelopeSchema>
 
 /** Verifies identity and scopes only at the exact HTTPS instance chosen by the person. */
@@ -93,13 +99,10 @@ export async function decryptPersonalToken(
 ): Promise<string> {
   const { decrypted } = await decryptSecret(encrypted)
   const parsed = tokenEnvelopeSchema.parse(JSON.parse(decrypted))
-  for (const key of [
-    'providerId',
-    'ownerUserId',
-    'workspaceId',
-    'subjectId',
-    'instanceUrl',
-  ] as const) {
+  if (!sameResourceScope(resourceScopeFromOwner(parsed), resourceScopeFromOwner(expected))) {
+    throw new Error('Stored personal token binding is invalid')
+  }
+  for (const key of ['providerId', 'ownerUserId', 'subjectId', 'instanceUrl'] as const) {
     if (parsed[key] !== expected[key]) throw new Error('Stored personal token binding is invalid')
   }
   return parsed.accessToken
diff --git a/apps/sim/lib/credentials/personal-tokens.test.ts b/apps/sim/lib/credentials/personal-tokens.test.ts
index afc896e4f8f..e2ccb46b477 100644
--- a/apps/sim/lib/credentials/personal-tokens.test.ts
+++ b/apps/sim/lib/credentials/personal-tokens.test.ts
@@ -4,14 +4,14 @@ import { eq, inArray, isNull } from 'drizzle-orm'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  group: vi.fn(),
+  setup: vi.fn(),
   enroll: vi.fn(),
   verify: vi.fn(),
   encrypt: vi.fn(),
   lock: vi.fn(),
 }))
-vi.mock('@/lib/credential-groups/credentials', () => ({
-  loadWorkspaceAccountsCredentialListContext: mocks.group,
+vi.mock('@/lib/credential-groups/organization-setup', () => ({
+  requireOrganizationAccountsSetup: mocks.setup,
 }))
 vi.mock('@/lib/credential-groups/self-enrollment', () => ({
   createViewerCredentialGroupEnrollment: mocks.enroll,
@@ -33,8 +33,8 @@ import {
 import type { CredentialRow } from '@/lib/credentials/queries'
 
 const input = {
-  workspaceId: 'workspace',
   userId: 'owner',
+  accounts: { organizationId: 'organization', credentialGroupId: 'group' },
   providerId: 'gitlab',
   apiToken: 'personal-secret',
   domain: 'gitlab.example.test',
@@ -49,7 +49,8 @@ const verified = {
 }
 const current = {
   id: 'token',
-  workspaceId: 'workspace',
+  workspaceId: null,
+  organizationId: 'organization',
   createdBy: 'owner',
   type: 'personal_token',
   providerId: 'gitlab',
@@ -57,15 +58,21 @@ const current = {
   providerTenantId: 'https://gitlab.example.test',
   credentialGroupEnrollmentId: 'enrollment',
 } as CredentialRow
-function binding() {
-  queueTableRows(schemaMock.credentialGroupEnrollment, [{ id: 'enrollment' }])
+function binding(organizationId: string | null = 'organization') {
+  queueTableRows(schemaMock.credentialGroupEnrollment, [
+    {
+      id: 'enrollment',
+      credentialGroupId: 'group',
+      organizationId,
+      workspaceOrganizationId: 'organization',
+    },
+  ])
 }
 function expectLiveBinding() {
-  expect(eq).toHaveBeenCalledWith(schemaMock.credentialGroup.workspaceId, 'workspace')
   expect(eq).toHaveBeenCalledWith(schemaMock.credentialGroup.status, 'active')
   expect(eq).toHaveBeenCalledWith(schemaMock.user.id, 'owner')
   expect(eq).toHaveBeenCalledWith(schemaMock.user.emailVerified, true)
-  expect(eq).toHaveBeenCalledWith(schemaMock.user.email, schemaMock.credentialGroupEnrollment.email)
+  expect(eq).toHaveBeenCalledWith(schemaMock.user.id, schemaMock.credentialGroupEnrollment.userId)
   expect(inArray).toHaveBeenCalledWith(schemaMock.credentialGroupEnrollment.status, [
     'invited',
     'in_progress',
@@ -78,11 +85,7 @@ describe('personal GitLab tokens in Connected accounts', () => {
   beforeEach(() => {
     vi.clearAllMocks()
     resetDbChainMock()
-    mocks.group.mockResolvedValue({
-      credentialGroupId: 'group',
-      workspaceId: 'workspace',
-      status: 'active',
-    })
+    mocks.setup.mockResolvedValue(undefined)
     mocks.enroll.mockResolvedValue({ enrollment: { id: 'enrollment' }, invitationLink: 'unused' })
     mocks.verify.mockResolvedValue(verified)
     mocks.encrypt.mockResolvedValue('ciphertext')
@@ -100,23 +103,25 @@ describe('personal GitLab tokens in Connected accounts', () => {
     dbChainMockFns.returning.mockResolvedValueOnce([current])
     const result = await createPersonalTokenCredential(input)
     expect(result.created).toBe(true)
-    expect(mocks.group).toHaveBeenCalledWith('workspace')
     expect(mocks.enroll).toHaveBeenCalledWith({
-      workspaceId: 'workspace',
+      organizationId: 'organization',
       userId: 'owner',
       credentialGroupId: 'group',
     })
     expect(mocks.lock).toHaveBeenCalledWith(expect.anything(), 'enrollment')
-    expect(dbChainMockFns.for).toHaveBeenCalledWith('share')
+    expect(dbChainMockFns.for).toHaveBeenCalledWith('share', expect.anything())
     expect(dbChainMockFns.values).toHaveBeenCalledWith(
       expect.objectContaining({
         credentialGroupEnrollmentId: 'enrollment',
+        workspaceId: null,
+        organizationId: 'organization',
         createdBy: 'owner',
         providerSubjectId: '42',
         providerTenantId: verified.instanceUrl,
         encryptedPersonalToken: 'ciphertext',
       })
     )
+    expect(mocks.setup).toHaveBeenCalledWith('organization', 'group', expect.anything())
     expect(dbChainMockFns.set).toHaveBeenCalledWith(
       expect.objectContaining({ status: 'in_progress' })
     )
@@ -130,7 +135,7 @@ describe('personal GitLab tokens in Connected accounts', () => {
     expect(dbChainMockFns.onConflictDoNothing).toHaveBeenCalledWith(
       expect.objectContaining({
         target: [
-          schemaMock.credential.workspaceId,
+          schemaMock.credential.organizationId,
           schemaMock.credential.createdBy,
           schemaMock.credential.providerId,
           schemaMock.credential.providerTenantId,
@@ -150,15 +155,35 @@ describe('personal GitLab tokens in Connected accounts', () => {
     expect(dbChainMockFns.insert).not.toHaveBeenCalled()
     expectLiveBinding()
   })
-  it.each([null, { credentialGroupId: 'group', status: 'disabled' }])(
-    'refuses missing or disabled canonical groups before provider calls',
-    async (group) => {
-      mocks.group.mockResolvedValue(group)
-      await expect(createPersonalTokenCredential(input)).rejects.toThrow('not available')
-      expect(mocks.verify).not.toHaveBeenCalled()
-      expect(mocks.enroll).not.toHaveBeenCalled()
-    }
-  )
+  it('refuses missing organization account setup before persisting the token', async () => {
+    binding()
+    mocks.setup.mockRejectedValueOnce(new Error('Organization setup unavailable'))
+    await expect(createPersonalTokenCredential(input)).rejects.toThrow(
+      'Organization setup unavailable'
+    )
+    expect(dbChainMockFns.insert).not.toHaveBeenCalled()
+  })
+
+  it('preserves existing workspace enrollments during the organization cutover', async () => {
+    binding(null)
+    await requirePersonalTokenEnrollment({
+      workspaceId: 'workspace',
+      userId: 'owner',
+      enrollmentId: 'enrollment',
+    })
+    expect(mocks.setup).not.toHaveBeenCalled()
+    expectLiveBinding()
+  })
+
+  it('rechecks organization account setup before rotating a personal token', async () => {
+    binding()
+    mocks.setup.mockRejectedValueOnce(new Error('Organization setup unavailable'))
+    await expect(
+      updatePersonalTokenCredential({ credential: current, apiToken: 'rotated' })
+    ).rejects.toThrow('Organization setup unavailable')
+    expect(mocks.verify).not.toHaveBeenCalled()
+    expect(dbChainMockFns.update).not.toHaveBeenCalled()
+  })
   it('lists only the verified owner’s currently usable enrollment and includes its update time', async () => {
     const updatedAt = new Date('2026-09-01T00:00:00Z')
     queueTableRows(schemaMock.credential, [
@@ -218,7 +243,7 @@ describe('personal GitLab tokens in Connected accounts', () => {
     expect(mocks.encrypt).toHaveBeenCalledWith(
       expect.objectContaining({
         ownerUserId: 'owner',
-        workspaceId: 'workspace',
+        organizationId: 'organization',
         subjectId: '42',
         instanceUrl: verified.instanceUrl,
       })
@@ -229,7 +254,7 @@ describe('personal GitLab tokens in Connected accounts', () => {
     expect(update).not.toHaveProperty('providerSubjectId')
     expect(update).not.toHaveProperty('providerTenantId')
     expect(update).not.toHaveProperty('credentialGroupEnrollmentId')
-    expect(eq).toHaveBeenCalledWith(schemaMock.credential.workspaceId, 'workspace')
+    expect(eq).toHaveBeenCalledWith(schemaMock.credential.organizationId, 'organization')
     expect(eq).toHaveBeenCalledWith(schemaMock.credential.providerSubjectId, '42')
     expectLiveBinding()
   })
diff --git a/apps/sim/lib/credentials/personal-tokens.ts b/apps/sim/lib/credentials/personal-tokens.ts
index c96a84507ef..41cbd2b2ba3 100644
--- a/apps/sim/lib/credentials/personal-tokens.ts
+++ b/apps/sim/lib/credentials/personal-tokens.ts
@@ -3,14 +3,21 @@ import {
   credential,
   credentialGroup,
   credentialGroupEnrollment,
-  foldedEmail,
+  member,
   user,
+  workspace,
 } from '@sim/db/schema'
 import { generateId } from '@sim/utils/id'
 import { and, eq, gt, inArray, isNull, or, sql } from 'drizzle-orm'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
-import { loadWorkspaceAccountsCredentialListContext } from '@/lib/credential-groups/credentials'
+import {
+  type ResourceOwner,
+  resourceScopeFields,
+  resourceScopeFromOwner,
+} from '@/lib/core/resource-scope'
+import { resourceScopeCondition } from '@/lib/core/resource-scope.server'
 import { lockCredentialGroupEnrollmentLifecycle } from '@/lib/credential-groups/enrollments'
+import { requireOrganizationAccountsSetup } from '@/lib/credential-groups/organization-setup'
 import { createViewerCredentialGroupEnrollment } from '@/lib/credential-groups/self-enrollment'
 import {
   encryptPersonalToken,
@@ -53,16 +60,17 @@ export async function getPersonalTokenCredentials(
       eq(credentialGroupEnrollment.id, credential.credentialGroupEnrollmentId)
     )
     .innerJoin(credentialGroup, eq(credentialGroup.id, credentialGroupEnrollment.credentialGroupId))
-    .innerJoin(
-      user,
-      and(
-        eq(user.id, credential.createdBy),
-        eq(foldedEmail(user.email), credentialGroupEnrollment.email)
-      )
-    )
+    .innerJoin(user, eq(user.id, credentialGroupEnrollment.userId))
+    .innerJoin(workspace, eq(workspace.id, workspaceId))
     .where(
       and(
-        eq(credential.workspaceId, workspaceId),
+        or(
+          eq(credential.workspaceId, workspaceId),
+          and(
+            eq(credential.organizationId, workspace.organizationId),
+            isNull(credential.workspaceId)
+          )
+        ),
         eq(credential.type, 'personal_token'),
         credentialId === undefined ? undefined : eq(credential.id, credentialId),
         eq(credential.createdBy, userId),
@@ -88,10 +96,20 @@ export async function getPersonalTokenCredentials(
 
 function liveEnrollmentConditions(workspaceId: string, userId: string) {
   return [
-    eq(credentialGroup.workspaceId, workspaceId),
+    or(
+      and(eq(credentialGroup.workspaceId, workspaceId), isNull(credentialGroup.organizationId)),
+      and(
+        eq(credentialGroup.organizationId, workspace.organizationId),
+        isNull(credentialGroup.workspaceId)
+      )
+    ),
     eq(credentialGroup.status, 'active'),
     eq(user.id, userId),
     eq(user.emailVerified, true),
+    or(
+      isNull(credentialGroup.organizationId),
+      sql`exists (select 1 from ${member} where ${member.organizationId} = ${credentialGroup.organizationId} and ${member.userId} = ${userId})`
+    ),
     inArray(credentialGroupEnrollment.status, ['invited', 'in_progress', 'completed']),
     isNull(credentialGroupEnrollment.revokedAt),
   ]
@@ -99,10 +117,11 @@ function liveEnrollmentConditions(workspaceId: string, userId: string) {
 
 /** Rechecks the canonical group and the verified person behind a bound token before every use. */
 export async function requirePersonalTokenEnrollment(
-  input: { workspaceId: string; userId: string; enrollmentId: string | null },
+  input: ResourceOwner & { userId: string; enrollmentId: string | null },
   executor: DbOrTx = db,
   lock = false
 ): Promise<void> {
+  const scope = resourceScopeFromOwner(input)
   if (!input.enrollmentId)
     throw new OrchestrationError(
       'forbidden',
@@ -110,28 +129,55 @@ export async function requirePersonalTokenEnrollment(
     )
   if (lock) await lockCredentialGroupEnrollmentLifecycle(executor, input.enrollmentId)
   const query = executor
-    .select({ id: credentialGroupEnrollment.id })
+    .select({
+      id: credentialGroupEnrollment.id,
+      credentialGroupId: credentialGroup.id,
+      organizationId: credentialGroup.organizationId,
+    })
     .from(credentialGroupEnrollment)
     .innerJoin(credentialGroup, eq(credentialGroup.id, credentialGroupEnrollment.credentialGroupId))
-    .innerJoin(user, eq(foldedEmail(user.email), credentialGroupEnrollment.email))
+    .innerJoin(user, eq(user.id, credentialGroupEnrollment.userId))
+    .leftJoin(
+      workspace,
+      scope.kind === 'workspace' ? eq(workspace.id, scope.workspaceId) : sql`false`
+    )
     .where(
       and(
         eq(credentialGroupEnrollment.id, input.enrollmentId),
-        ...liveEnrollmentConditions(input.workspaceId, input.userId)
+        ...(scope.kind === 'workspace'
+          ? liveEnrollmentConditions(scope.workspaceId, input.userId)
+          : [
+              resourceScopeCondition(credentialGroup, scope),
+              eq(credentialGroup.status, 'active'),
+              eq(user.id, input.userId),
+              eq(user.emailVerified, true),
+              inArray(credentialGroupEnrollment.status, ['invited', 'in_progress', 'completed']),
+              isNull(credentialGroupEnrollment.revokedAt),
+              sql`exists (select 1 from ${member} where ${member.organizationId} = ${scope.organizationId} and ${member.userId} = ${input.userId})`,
+            ])
       )
     )
     .limit(1)
-  const [binding] = await (lock ? query.for('share') : query)
+  const [binding] = await (lock
+    ? query.for('share', { of: [credentialGroupEnrollment, credentialGroup, user] })
+    : query)
   if (!binding)
     throw new OrchestrationError(
       'forbidden',
       'Your personal account is no longer available in Connected accounts'
     )
+  if (binding.organizationId) {
+    await requireOrganizationAccountsSetup(
+      binding.organizationId,
+      binding.credentialGroupId,
+      executor
+    )
+  }
 }
 
 export interface CreatePersonalTokenParams {
-  workspaceId: string
   userId: string
+  accounts: { organizationId: string; credentialGroupId: string }
   providerId?: string
   apiToken?: string
   domain?: string
@@ -143,29 +189,24 @@ export interface CreatePersonalTokenParams {
 export async function createPersonalTokenCredential(input: CreatePersonalTokenParams) {
   if (input.providerId !== 'gitlab' || !input.apiToken)
     throw new OrchestrationError('validation', 'A personal GitLab access token is required')
-  const group = await loadWorkspaceAccountsCredentialListContext(input.workspaceId)
-  if (!group || group.status !== 'active')
-    throw new OrchestrationError(
-      'forbidden',
-      'Connected accounts is not available in this workspace'
-    )
   const verified = await verifyGitLabPersonalToken(input.apiToken, input.domain)
   const encryptedPersonalToken = await encryptPersonalToken({
     providerId: verified.providerId,
     ownerUserId: input.userId,
-    workspaceId: input.workspaceId,
+    organizationId: input.accounts.organizationId,
     subjectId: verified.subjectId,
     instanceUrl: verified.instanceUrl,
     accessToken: input.apiToken,
   })
   const { enrollment } = await createViewerCredentialGroupEnrollment({
     userId: input.userId,
-    workspaceId: input.workspaceId,
-    credentialGroupId: group.credentialGroupId,
+    organizationId: input.accounts.organizationId,
+    credentialGroupId: input.accounts.credentialGroupId,
   })
   const values = {
     type: 'personal_token' as const,
-    workspaceId: input.workspaceId,
+    organizationId: input.accounts.organizationId,
+    workspaceId: null,
     createdBy: input.userId,
     credentialGroupEnrollmentId: enrollment.id,
     providerId: verified.providerId,
@@ -181,7 +222,11 @@ export async function createPersonalTokenCredential(input: CreatePersonalTokenPa
   }
   return db.transaction(async (tx) => {
     await requirePersonalTokenEnrollment(
-      { workspaceId: input.workspaceId, userId: input.userId, enrollmentId: enrollment.id },
+      {
+        organizationId: input.accounts.organizationId,
+        userId: input.userId,
+        enrollmentId: enrollment.id,
+      },
       tx,
       true
     )
@@ -199,7 +244,7 @@ export async function createPersonalTokenCredential(input: CreatePersonalTokenPa
       .values({ id: generateId(), ...values })
       .onConflictDoNothing({
         target: [
-          credential.workspaceId,
+          credential.organizationId,
           credential.createdBy,
           credential.providerId,
           credential.providerTenantId,
@@ -230,7 +275,8 @@ export async function createPersonalTokenCredential(input: CreatePersonalTokenPa
       })
       .where(
         and(
-          eq(credential.workspaceId, input.workspaceId),
+          eq(credential.organizationId, input.accounts.organizationId),
+          isNull(credential.workspaceId),
           eq(credential.type, 'personal_token'),
           eq(credential.createdBy, input.userId),
           eq(credential.providerId, 'gitlab'),
@@ -261,7 +307,6 @@ export interface UpdatePersonalTokenParams {
 export async function updatePersonalTokenCredential(input: UpdatePersonalTokenParams) {
   const current = input.credential
   if (
-    !current.workspaceId ||
     !current.createdBy ||
     !current.providerTenantId ||
     !current.providerSubjectId ||
@@ -269,13 +314,13 @@ export async function updatePersonalTokenCredential(input: UpdatePersonalTokenPa
   )
     throw new Error('Personal token identity is incomplete')
   const {
-    workspaceId,
     createdBy: ownerUserId,
     providerTenantId: instanceUrl,
     providerSubjectId: subjectId,
   } = current
+  const scope = resourceScopeFromOwner(current)
   const enrollmentBinding = {
-    workspaceId: current.workspaceId,
+    ...resourceScopeFields(scope),
     userId: ownerUserId,
     enrollmentId: current.credentialGroupEnrollmentId,
   }
@@ -311,7 +356,7 @@ export async function updatePersonalTokenCredential(input: UpdatePersonalTokenPa
     updates.encryptedPersonalToken = await encryptPersonalToken({
       providerId: 'gitlab',
       ownerUserId: current.createdBy,
-      workspaceId: current.workspaceId,
+      ...resourceScopeFields(scope),
       subjectId: current.providerSubjectId,
       instanceUrl: current.providerTenantId,
       accessToken: input.apiToken,
@@ -332,7 +377,7 @@ export async function updatePersonalTokenCredential(input: UpdatePersonalTokenPa
           eq(credential.id, current.id),
           eq(credential.type, 'personal_token'),
           eq(credential.createdBy, ownerUserId),
-          eq(credential.workspaceId, workspaceId),
+          resourceScopeCondition(credential, scope),
           eq(credential.providerTenantId, instanceUrl),
           eq(credential.providerSubjectId, subjectId)
         )
diff --git a/apps/sim/lib/credentials/queries.ts b/apps/sim/lib/credentials/queries.ts
index 3862b98b6e1..819fb20a27d 100644
--- a/apps/sim/lib/credentials/queries.ts
+++ b/apps/sim/lib/credentials/queries.ts
@@ -1,5 +1,5 @@
 import { db } from '@sim/db'
-import { credential, credentialMember } from '@sim/db/schema'
+import { credential, credentialMember, member, workspace } from '@sim/db/schema'
 import { and, eq, inArray, isNotNull, notInArray, or, sql } from 'drizzle-orm'
 import type { V2CredentialSortBy } from '@/lib/api/contracts/v2/credentials'
 import {
@@ -32,7 +32,8 @@ export type CredentialRow = typeof credential.$inferSelect
 
 export interface VisibleWorkspaceCredential {
   id: string
-  workspaceId: string
+  workspaceId: string | null
+  organizationId?: string | null
   type: CredentialRow['type']
   displayName: string
   description: string | null
@@ -89,6 +90,22 @@ const CREDENTIAL_SORTS = {
 /** One page of workspace credentials plus the keys that resume it. */
 export type WorkspaceCredentialPage = KeysetPage<VisibleWorkspaceCredential>
 
+/** Personal organization tokens are visible only to their owner in the same organization. */
+function visibleCredentialScope(workspaceId: string, userId?: string) {
+  return or(
+    eq(credential.workspaceId, workspaceId),
+    userId
+      ? and(
+          eq(credential.type, 'personal_token'),
+          eq(credential.createdBy, userId),
+          sql`exists (select 1 from ${workspace} inner join ${member} on ${member.organizationId} = ${workspace.organizationId}
+        where ${workspace.id} = ${workspaceId} and ${workspace.organizationId} = ${credential.organizationId}
+        and ${member.userId} = ${userId} and ${workspace.archivedAt} is null)`
+        )
+      : undefined
+  )
+}
+
 /**
  * The credentials a user may see in a workspace.
  *
@@ -135,7 +152,7 @@ export async function listVisibleWorkspaceCredentials(params: {
   } = params
 
   const whereClauses = [
-    eq(credential.workspaceId, workspaceId),
+    visibleCredentialScope(workspaceId, userId),
     notInArray(credential.type, ['managed_oauth', 'managed_mcp']),
     isNotNull(credential.createdBy),
     or(sql`${credential.type} <> 'personal_token'`, eq(credential.createdBy, userId)),
@@ -170,6 +187,7 @@ export async function listVisibleWorkspaceCredentials(params: {
     .select({
       id: credential.id,
       workspaceId: credential.workspaceId,
+      organizationId: credential.organizationId,
       type: credential.type,
       displayName: credential.displayName,
       description: credential.description,
@@ -208,7 +226,7 @@ export async function listVisibleWorkspaceCredentials(params: {
   const rows = await (limit === undefined ? query : query.limit(limit + 1))
 
   const mapped = rows.map(({ memberRole, encryptedServiceAccountKey, ...rest }) => {
-    if (!rest.workspaceId)
+    if (!rest.workspaceId && !(rest.type === 'personal_token' && rest.organizationId))
       throw new Error('Workspace credential query returned an unscoped credential')
     if (!rest.createdBy) throw new Error(`Credential ${rest.id} has no creator`)
     return {
@@ -312,6 +330,7 @@ export async function listWorkspacePrincipalCredentials(params: {
 export async function getWorkspaceCredential(params: {
   workspaceId: string
   credentialId: string
+  organizationId?: string
 }): Promise<CredentialRow | null> {
   const [row] = await db
     .select()
@@ -319,7 +338,15 @@ export async function getWorkspaceCredential(params: {
     .where(
       and(
         eq(credential.id, params.credentialId),
-        eq(credential.workspaceId, params.workspaceId),
+        or(
+          eq(credential.workspaceId, params.workspaceId),
+          params.organizationId
+            ? and(
+                eq(credential.type, 'personal_token'),
+                eq(credential.organizationId, params.organizationId)
+              )
+            : undefined
+        ),
         notInArray(credential.type, ['managed_oauth', 'managed_mcp'])
       )
     )
@@ -345,7 +372,7 @@ export async function findWorkspaceCredentialLookup(params: {
     .where(
       and(
         eq(credential.id, params.credentialId),
-        eq(credential.workspaceId, params.workspaceId),
+        visibleCredentialScope(params.workspaceId, params.userId),
         notInArray(credential.type, ['managed_oauth', 'managed_mcp']),
         params.userId
           ? or(sql`${credential.type} <> 'personal_token'`, eq(credential.createdBy, params.userId))
diff --git a/apps/sim/lib/customers/data.ts b/apps/sim/lib/customers/data.ts
new file mode 100644
index 00000000000..4fbd0d52f25
--- /dev/null
+++ b/apps/sim/lib/customers/data.ts
@@ -0,0 +1,53 @@
+export interface CustomerStory {
+  slug: string
+  company: string
+  industry: string
+  focus: readonly string[]
+  heroImage?: string
+  /** Optional silent visual preview, played on demand on the customer story page. */
+  heroVideo?: { src: string; poster: string; label: string }
+  heroAlt: string
+  logo: { src: string; alt: string; width: number; height: number }
+}
+
+/** Customer identity and artwork shared by the story index and detail pages. */
+export const CUSTOMER_STORIES: readonly CustomerStory[] = [
+  {
+    slug: 'rivian',
+    company: 'Rivian',
+    industry: 'Automotive',
+    focus: ['Connected systems', 'Enterprise AI agents', 'Governance'],
+    heroImage: '/landing/customers/rivian-trail.jpg',
+    heroAlt: 'A Rivian on a winding trail through a mountain landscape',
+    logo: {
+      src: '/landing/logos/rivian-vw.svg',
+      alt: 'Rivian | Volkswagen Group Technologies',
+      width: 300,
+      height: 28,
+    },
+  },
+  {
+    slug: 'exp-realty',
+    company: 'eXp Realty',
+    industry: 'Real estate',
+    focus: ['Real estate operations', 'AI workflows', 'Governance'],
+    heroAlt: 'eXp Realty',
+    heroVideo: {
+      src: '/landing/customer-stories/exp-house-color-loop.mp4',
+      poster: '/landing/customer-stories/exp-house-color-poster.jpg',
+      label: 'eXp Realty home preview',
+    },
+    logo: {
+      src: '/landing/logos/exp-realty.svg',
+      alt: 'eXp Realty',
+      width: 150,
+      height: 82,
+    },
+  },
+]
+
+export const CUSTOMER_SECTION = {
+  name: 'Customer stories',
+  basePath: '/customers',
+  description: 'How teams connect their systems, build AI agents, and govern their work with Sim.',
+} as const
diff --git a/apps/sim/lib/customers/registry.ts b/apps/sim/lib/customers/registry.ts
new file mode 100644
index 00000000000..86c5cddcbc0
--- /dev/null
+++ b/apps/sim/lib/customers/registry.ts
@@ -0,0 +1,16 @@
+import path from 'path'
+import { createContentRegistry } from '@/lib/content/registry-factory'
+
+const CUSTOMERS_DIR = path.join(process.cwd(), 'content', 'customers')
+const AUTHORS_DIR = path.join(process.cwd(), 'content', 'authors')
+
+const customersRegistry = createContentRegistry({
+  contentDir: CUSTOMERS_DIR,
+  authorsDir: AUTHORS_DIR,
+})
+
+/** Published stories only, suitable for public collections and sitemap entries. */
+export const getAllCustomerStoryMeta = customersRegistry.getAllPostMeta
+
+/** Includes draft stories so the design preview can render with noindex metadata. */
+export const getCustomerStoryBySlug = customersRegistry.getPostBySlug
diff --git a/apps/sim/lib/internal/slack/execute-tool.test.ts b/apps/sim/lib/internal/slack/execute-tool.test.ts
index 2174b769c3f..95c72c7a315 100644
--- a/apps/sim/lib/internal/slack/execute-tool.test.ts
+++ b/apps/sim/lib/internal/slack/execute-tool.test.ts
@@ -45,7 +45,7 @@ const INPUTS = {
   },
   slack_delete_message: { accessToken: 'token', channel: 'C1', timestamp: '1.0' },
   slack_download: { accessToken: 'token', fileId: 'F1', fileName: 'report.pdf' },
-  slack_list_channels: { accessToken: 'token', limit: 100, maxPages: 10 },
+  slack_list_channels: { accessToken: 'token', limit: 100, cursor: 'cursor-1' },
   slack_ephemeral_message: {
     accessToken: 'token',
     channel: 'C1',
diff --git a/apps/sim/lib/internal/slack/operations/list-conversations.ts b/apps/sim/lib/internal/slack/operations/list-conversations.ts
index dc4b4110fd2..2a73dce7486 100644
--- a/apps/sim/lib/internal/slack/operations/list-conversations.ts
+++ b/apps/sim/lib/internal/slack/operations/list-conversations.ts
@@ -5,8 +5,6 @@ import type { InternalToolOperationImplementation } from '@/lib/internal/tool-op
 import {
   DEFAULT_CONVERSATION_PAGE_LIMIT,
   MAX_CONVERSATION_PAGE_LIMIT,
-  MAX_CONVERSATION_PAGES,
-  MAX_CONVERSATIONS,
 } from '@/tools/slack/list_channels'
 import type { SlackListChannelsParams, SlackListChannelsResponse } from '@/tools/slack/types'
 import {
@@ -115,51 +113,33 @@ export const executeSlackListConversationsOperation: InternalToolOperationImplem
     'Conversation page size',
     MAX_CONVERSATION_PAGE_LIMIT
   )
-  const maxPages = resolveBoundedInteger(
-    params.maxPages,
-    MAX_CONVERSATION_PAGES,
-    'Maximum conversation pages',
-    MAX_CONVERSATION_PAGES
-  )
-  let cursor =
+  const cursor =
     params.cursor === undefined ? undefined : requireSlackString(params.cursor, 'Pagination cursor')
-  const seenCursors = new Set(cursor ? [cursor] : [])
-  const channels: SlackConversation[] = []
-  let nextCursor: string | null = null
-  let pages = 0
-
-  while (pages < maxPages && channels.length < MAX_CONVERSATIONS) {
-    const pageLimit = Math.min(limit, MAX_CONVERSATIONS - channels.length)
-    const { data } = await requestSlackApi({
-      accessToken,
-      method: 'conversations.list',
-      httpMethod: 'GET',
-      query: {
-        types,
-        exclude_archived: String(excludeArchived),
-        limit: pageLimit,
-        cursor,
-      },
-      signal,
-    })
-    const parsed = slackListConversationsResponseSchema.parse(data)
-    assertSlackApiSuccess(parsed, 'Failed to list conversations from Slack')
-    if (!parsed.channels) {
-      throw new Error('Slack returned a malformed conversations list')
-    }
-    if (parsed.channels.length > pageLimit) {
-      throw new Error(`Slack returned more than the requested ${pageLimit} conversations`)
-    }
+  const { data } = await requestSlackApi({
+    accessToken,
+    method: 'conversations.list',
+    httpMethod: 'GET',
+    query: {
+      types,
+      exclude_archived: String(excludeArchived),
+      limit,
+      cursor,
+    },
+    signal,
+  })
+  const parsed = slackListConversationsResponseSchema.parse(data)
+  assertSlackApiSuccess(parsed, 'Failed to list conversations from Slack')
+  if (!parsed.channels) {
+    throw new Error('Slack returned a malformed conversations list')
+  }
+  if (parsed.channels.length > limit) {
+    throw new Error(`Slack returned more than the requested ${limit} conversations`)
+  }
 
-    channels.push(...parsed.channels.map(mapSlackConversation))
-    pages += 1
-    nextCursor = parsed.response_metadata?.next_cursor?.trim() || null
-    if (!nextCursor) break
-    if (seenCursors.has(nextCursor)) {
-      throw new Error('Slack returned a repeated conversation pagination cursor')
-    }
-    seenCursors.add(nextCursor)
-    cursor = nextCursor
+  const channels = parsed.channels.map(mapSlackConversation)
+  const nextCursor = parsed.response_metadata?.next_cursor?.trim() || null
+  if (nextCursor && nextCursor === cursor) {
+    throw new Error('Slack returned a repeated conversation pagination cursor')
   }
 
   return {
@@ -173,7 +153,6 @@ export const executeSlackListConversationsOperation: InternalToolOperationImplem
       count: channels.length,
       hasMore: Boolean(nextCursor),
       nextCursor,
-      pages,
     },
   }
 }
diff --git a/apps/sim/lib/knowledge/__integration__/search-index-policy.integration.ts b/apps/sim/lib/knowledge/__integration__/search-index-policy.integration.ts
index 33f035c8c11..de11b572eb9 100644
--- a/apps/sim/lib/knowledge/__integration__/search-index-policy.integration.ts
+++ b/apps/sim/lib/knowledge/__integration__/search-index-policy.integration.ts
@@ -274,11 +274,12 @@ describe('canonical search knowledge-base policy', () => {
       })
     ).rejects.toThrow('Only workspace admins')
     await expect(
+      /** @ts-expect-error Exercise a caller bypassing the HTTP contract. */
       updateKnowledgeBase(ids.knowledgeBaseId, { workspaceId: null }, 'fixture-detach', {
         assertedWorkspaceId: ids.workspaceId,
         actorUserId: ids.bobId,
       })
-    ).rejects.toThrow('The search index must stay in its workspace')
+    ).rejects.toThrow('Workspace ID is required')
     await expectIndexActive()
   })
 
diff --git a/apps/sim/lib/knowledge/__integration__/workspace-lifecycle.integration.ts b/apps/sim/lib/knowledge/__integration__/workspace-lifecycle.integration.ts
new file mode 100644
index 00000000000..817f3903db8
--- /dev/null
+++ b/apps/sim/lib/knowledge/__integration__/workspace-lifecycle.integration.ts
@@ -0,0 +1,176 @@
+/** Real PostgreSQL coverage for workspace deletion and knowledge base ownership. */
+import { db } from '@sim/db'
+import {
+  document,
+  knowledgeBase,
+  knowledgeConnector,
+  organization,
+  user,
+  workspace,
+} from '@sim/db/schema'
+import { generateId } from '@sim/utils/id'
+import { eq, inArray } from 'drizzle-orm'
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@/lib/mcp/pubsub', () => ({ mcpPubSub: null }))
+vi.mock('@/lib/mcp/service', () => ({
+  mcpService: { clearCache: vi.fn().mockResolvedValue(undefined) },
+}))
+vi.mock('@/lib/workflows/lifecycle', () => ({
+  archiveWorkflowsForWorkspace: vi.fn().mockResolvedValue(0),
+}))
+
+import {
+  createKnowledgeAclFixtureIds,
+  seedKnowledgeAclFixture,
+} from '@/lib/knowledge/__integration__/seed-source-access-fixture'
+import {
+  createAuthorizedKnowledgeBase,
+  restoreKnowledgeBase,
+  updateKnowledgeBase,
+} from '@/lib/knowledge/service'
+import { archiveWorkspace } from '@/lib/workspaces/lifecycle'
+
+describe('workspace knowledge lifecycle in PostgreSQL', () => {
+  const fixtures: ReturnType<typeof createKnowledgeAclFixtureIds>[] = []
+
+  async function seed() {
+    const ids = createKnowledgeAclFixtureIds()
+    fixtures.push(ids)
+    await seedKnowledgeAclFixture(ids)
+    const documentId = generateId()
+    await db.insert(document).values({
+      id: documentId,
+      knowledgeBaseId: ids.knowledgeBaseId,
+      filename: 'fixture.txt',
+      fileUrl: 'data:text/plain,fixture',
+      fileSize: 7,
+      mimeType: 'text/plain',
+      processingStatus: 'completed',
+    })
+    return { ...ids, documentId }
+  }
+
+  afterEach(async () => {
+    for (const ids of fixtures.splice(0)) {
+      await db.delete(workspace).where(eq(workspace.id, ids.workspaceId))
+      await db.delete(organization).where(eq(organization.id, ids.organizationId))
+      await db.delete(user).where(inArray(user.id, [ids.aliceId, ids.bobId]))
+    }
+  })
+
+  it.each([false, true])(
+    'deletes child KBs when workspace was already archived: %s',
+    async (alreadyArchived) => {
+      const ids = await seed()
+      const other = await seed()
+      const previousArchive = new Date('2025-01-01T00:00:00.000Z')
+      if (alreadyArchived) {
+        await db
+          .update(workspace)
+          .set({ archivedAt: previousArchive })
+          .where(eq(workspace.id, ids.workspaceId))
+      }
+
+      expect(
+        await archiveWorkspace(ids.workspaceId, { requestId: 'lifecycle-fixture' })
+      ).toMatchObject({
+        archived: !alreadyArchived,
+      })
+
+      const [ws] = await db.select().from(workspace).where(eq(workspace.id, ids.workspaceId))
+      const [kb] = await db
+        .select()
+        .from(knowledgeBase)
+        .where(eq(knowledgeBase.id, ids.knowledgeBaseId))
+      const [doc] = await db.select().from(document).where(eq(document.id, ids.documentId))
+      const [connector] = await db
+        .select()
+        .from(knowledgeConnector)
+        .where(eq(knowledgeConnector.id, ids.connectorId))
+      expect(ws.archivedAt).toBeInstanceOf(Date)
+      expect(kb).toMatchObject({ workspaceId: ids.workspaceId, deletedAt: ws.archivedAt })
+      expect(doc).toMatchObject({ archivedAt: ws.archivedAt, deletedAt: null })
+      expect(connector).toMatchObject({ archivedAt: ws.archivedAt, status: 'paused' })
+      if (alreadyArchived) expect(ws.archivedAt).toEqual(previousArchive)
+
+      await expect(
+        restoreKnowledgeBase(ids.knowledgeBaseId, 'lifecycle-fixture')
+      ).rejects.toMatchObject({
+        code: 'conflict',
+        message: 'Cannot restore knowledge base into an archived workspace',
+      })
+      await archiveWorkspace(ids.workspaceId, { requestId: 'lifecycle-retry' })
+      const [unchanged] = await db
+        .select()
+        .from(knowledgeBase)
+        .where(eq(knowledgeBase.id, ids.knowledgeBaseId))
+      expect(unchanged.deletedAt).toEqual(kb.deletedAt)
+      const [otherKb] = await db
+        .select()
+        .from(knowledgeBase)
+        .where(eq(knowledgeBase.id, other.knowledgeBaseId))
+      expect(otherKb.deletedAt).toBeNull()
+      const [otherDoc] = await db.select().from(document).where(eq(document.id, other.documentId))
+      expect(otherDoc.archivedAt).toBeNull()
+    }
+  )
+
+  it('hard deletion cascades to KBs, documents, and connectors', async () => {
+    const ids = await seed()
+    await db.delete(workspace).where(eq(workspace.id, ids.workspaceId))
+
+    expect(
+      await db
+        .select({ id: knowledgeBase.id })
+        .from(knowledgeBase)
+        .where(eq(knowledgeBase.id, ids.knowledgeBaseId))
+    ).toEqual([])
+    expect(
+      await db.select({ id: document.id }).from(document).where(eq(document.id, ids.documentId))
+    ).toEqual([])
+    expect(
+      await db
+        .select({ id: knowledgeConnector.id })
+        .from(knowledgeConnector)
+        .where(eq(knowledgeConnector.id, ids.connectorId))
+    ).toEqual([])
+  })
+
+  it('refuses owner detachment without changing the KB or its documents', async () => {
+    const ids = await seed()
+    await expect(
+      /** @ts-expect-error Exercise a caller bypassing the HTTP contract. */
+      updateKnowledgeBase(ids.knowledgeBaseId, { workspaceId: null }, 'lifecycle-fixture', {
+        actorUserId: ids.aliceId,
+      })
+    ).rejects.toMatchObject({ code: 'validation' })
+    const [kb] = await db
+      .select()
+      .from(knowledgeBase)
+      .where(eq(knowledgeBase.id, ids.knowledgeBaseId))
+    expect(kb).toMatchObject({ workspaceId: ids.workspaceId, deletedAt: null })
+    const [doc] = await db.select().from(document).where(eq(document.id, ids.documentId))
+    expect(doc.archivedAt).toBeNull()
+  })
+
+  it('requires an owner for creation while allowing organization-owned indexes', async () => {
+    const ids = await seed()
+    const data = {
+      name: 'Organization search',
+      userId: ids.aliceId,
+      embeddingModel: 'text-embedding-3-small',
+      embeddingDimension: 1536 as const,
+      chunkingConfig: { maxSize: 1024, minSize: 1, overlap: 20 },
+      isSearchIndex: true,
+    }
+    await expect(createAuthorizedKnowledgeBase(data, 'lifecycle-fixture')).rejects.toThrow(
+      'Resource requires exactly one workspace or organization owner'
+    )
+    const kb = await createAuthorizedKnowledgeBase(
+      { ...data, organizationId: ids.organizationId },
+      'lifecycle-fixture'
+    )
+    expect(kb).toMatchObject({ workspaceId: null, organizationId: ids.organizationId })
+  })
+})
diff --git a/apps/sim/lib/knowledge/application/knowledge-bases.test.ts b/apps/sim/lib/knowledge/application/knowledge-bases.test.ts
index 869593c3208..4f313dd6624 100644
--- a/apps/sim/lib/knowledge/application/knowledge-bases.test.ts
+++ b/apps/sim/lib/knowledge/application/knowledge-bases.test.ts
@@ -517,6 +517,51 @@ describe('knowledge base application use cases', () => {
     )
   })
 
+  it.each([null, ''])('rejects detaching a KB even for its owner: %s', async (workspaceId) => {
+    await expect(
+      updateInternalKnowledgeBase.execute({
+        principal: { kind: 'session', userId: knowledgeBase.userId, sessionId: 'session-1' },
+        /** @ts-expect-error Exercise a runtime caller bypassing the HTTP contract. */
+        input: { knowledgeBaseId: knowledgeBase.id, workspaceId },
+      })
+    ).rejects.toMatchObject({ code: 'validation', message: 'Workspace ID is required' })
+    expect(mocks.performUpdate).not.toHaveBeenCalled()
+    expect(mocks.resolveWorkspace).not.toHaveBeenCalled()
+    expect(mocks.recordAudit).not.toHaveBeenCalled()
+  })
+
+  it('allows a legacy KB owner to move it into an authorized workspace', async () => {
+    mocks.getRecord.mockResolvedValueOnce({ ...knowledgeBase, workspaceId: null })
+
+    await updateInternalKnowledgeBase.execute({
+      principal: { kind: 'session', userId: knowledgeBase.userId, sessionId: 'session-1' },
+      input: { knowledgeBaseId: knowledgeBase.id, workspaceId: 'workspace-1' },
+    })
+
+    expect(mocks.resolveWorkspace).toHaveBeenCalledWith({ workspaceId: 'workspace-1' })
+    expect(mocks.resolvePermission).toHaveBeenCalledTimes(1)
+    expect(mocks.performUpdate).toHaveBeenCalledWith(
+      expect.objectContaining({
+        workspaceId: null,
+        updates: expect.objectContaining({ workspaceId: 'workspace-1' }),
+      })
+    )
+  })
+
+  it('allows metadata edits on a legacy KB without detaching another KB', async () => {
+    mocks.getRecord.mockResolvedValueOnce({ ...knowledgeBase, workspaceId: null })
+
+    await updateInternalKnowledgeBase.execute({
+      principal: { kind: 'session', userId: knowledgeBase.userId, sessionId: 'session-1' },
+      input: { knowledgeBaseId: knowledgeBase.id, name: 'Renamed' },
+    })
+
+    expect(mocks.performUpdate).toHaveBeenCalledWith(
+      expect.objectContaining({ updates: expect.objectContaining({ workspaceId: undefined }) })
+    )
+    expect(mocks.resolveWorkspace).not.toHaveBeenCalled()
+  })
+
   it('rejects a destination workspace before an internal move mutation', async () => {
     mocks.resolveWorkspace.mockResolvedValueOnce({ ...context, workspaceId: 'workspace-2' })
     mocks.resolvePermission.mockResolvedValueOnce('write').mockResolvedValueOnce(null)
diff --git a/apps/sim/lib/knowledge/application/knowledge-bases.ts b/apps/sim/lib/knowledge/application/knowledge-bases.ts
index 4f7d2d356d2..abf932568b9 100644
--- a/apps/sim/lib/knowledge/application/knowledge-bases.ts
+++ b/apps/sim/lib/knowledge/application/knowledge-bases.ts
@@ -200,7 +200,7 @@ export interface ReadInternalKnowledgeBaseInput {
 export interface UpdateInternalKnowledgeBaseInput extends ReadInternalKnowledgeBaseInput {
   name?: string
   description?: string
-  workspaceId?: string | null
+  workspaceId?: string
   folderId?: string | null
   chunkingConfig?: ChunkingConfig
 }
@@ -777,20 +777,15 @@ export const updateInternalKnowledgeBase = {
     const knowledgeBase = await loadInternalActiveKnowledgeBase(input.knowledgeBaseId)
     await authorizeInternalKnowledgeBase(principal, knowledgeBase, knowledgeOperations.update)
 
+    if (input.workspaceId !== undefined && !input.workspaceId) {
+      throw new OrchestrationError('validation', 'Workspace ID is required')
+    }
+
     if (input.workspaceId !== undefined && input.workspaceId !== knowledgeBase.workspaceId) {
-      if (input.workspaceId === null) {
-        if (knowledgeBase.userId !== principal.userId) {
-          throw new OrchestrationError(
-            'forbidden',
-            'Only the knowledge base owner can remove it from a workspace'
-          )
-        }
-      } else {
-        const destination = await resolveKnowledgeWorkspaceContext({
-          workspaceId: input.workspaceId,
-        })
-        await authorizeWorkspaceOperation(principal, knowledgeOperations.update, destination)
-      }
+      const destination = await resolveKnowledgeWorkspaceContext({
+        workspaceId: input.workspaceId,
+      })
+      await authorizeWorkspaceOperation(principal, knowledgeOperations.update, destination)
     }
 
     const outcome = await performUpdateKnowledgeBase({
diff --git a/apps/sim/lib/knowledge/orchestration/knowledge-bases.ts b/apps/sim/lib/knowledge/orchestration/knowledge-bases.ts
index 80cb70d697b..1114f3a356e 100644
--- a/apps/sim/lib/knowledge/orchestration/knowledge-bases.ts
+++ b/apps/sim/lib/knowledge/orchestration/knowledge-bases.ts
@@ -128,7 +128,7 @@ export interface PerformUpdateKnowledgeBaseParams extends KnowledgeOperationCont
     name?: string
     description?: string
     /** Moves the knowledge base between workspaces; omitted leaves it in place. */
-    workspaceId?: string | null
+    workspaceId?: string
     folderId?: string | null
     chunkingConfig?: ChunkingConfig
   }
diff --git a/apps/sim/lib/knowledge/service.test.ts b/apps/sim/lib/knowledge/service.test.ts
index 439a693bd63..9acfd2aa490 100644
--- a/apps/sim/lib/knowledge/service.test.ts
+++ b/apps/sim/lib/knowledge/service.test.ts
@@ -313,25 +313,25 @@ describe('updateKnowledgeBase — workspace transfer authorization', () => {
     expect(permissionsMockFns.mockGetUserEntityPermissions).not.toHaveBeenCalled()
   })
 
-  it('rejects clearing workspaceId to null when actor is not the KB owner', async () => {
-    dbChainMockFns.limit.mockResolvedValue([{ workspaceId: 'ws-current', userId: 'owner' }])
+  it.each(['owner', 'other-user'])(
+    'rejects detaching a KB for %s before any writes',
+    async (actorUserId) => {
+      await expect(
+        /** @ts-expect-error Exercise runtime callers that bypass the HTTP contract. */
+        updateKnowledgeBase('kb-1', { workspaceId: null }, 'req-1', { actorUserId })
+      ).rejects.toMatchObject({ code: 'validation', message: 'Workspace ID is required' })
+      expect(dbChainMockFns.transaction).not.toHaveBeenCalled()
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+      expect(mockApplyStorageUsageDeltasInTx).not.toHaveBeenCalled()
+      expect(mockResolveStorageBillingContext).not.toHaveBeenCalled()
+    }
+  )
 
+  it('rejects an empty destination before any writes', async () => {
     await expect(
-      updateKnowledgeBase('kb-1', { workspaceId: null }, 'req-1', { actorUserId: 'attacker' })
-    ).rejects.toMatchObject({
-      code: 'forbidden',
-      message: 'Only the knowledge base owner can remove it from a workspace',
-    })
-    expect(permissionsMockFns.mockGetUserEntityPermissions).not.toHaveBeenCalled()
-  })
-
-  it('allows the KB owner to clear workspaceId to null (gate passes; target permission not checked)', async () => {
-    dbChainMockFns.limit.mockResolvedValue([{ workspaceId: 'ws-current', userId: 'owner' }])
-
-    await expect(
-      updateKnowledgeBase('kb-1', { workspaceId: null }, 'req-1', { actorUserId: 'owner' })
-    ).resolves.toBeDefined()
-    expect(permissionsMockFns.mockGetUserEntityPermissions).not.toHaveBeenCalled()
+      updateKnowledgeBase('kb-1', { workspaceId: '' }, 'req-1', { actorUserId: 'owner' })
+    ).rejects.toMatchObject({ code: 'validation', message: 'Workspace ID is required' })
+    expect(dbChainMockFns.transaction).not.toHaveBeenCalled()
   })
 
   it('rejects transfer when actor has no permission on target workspace', async () => {
@@ -464,30 +464,6 @@ describe('updateKnowledgeBase — file ownership binding re-point on workspace c
     })
   })
 
-  it('moves billable bytes from a workspace payer to the owner personal counter', async () => {
-    dbChainMockFns.limit
-      .mockResolvedValueOnce([{ workspaceId: 'ws-current', userId: 'owner' }])
-      .mockResolvedValueOnce([{ workspaceId: 'ws-current', userId: 'owner' }])
-      .mockResolvedValueOnce([{ bytes: 321 }])
-      .mockResolvedValueOnce([])
-
-    await runIgnoringReadBack(
-      updateKnowledgeBase('kb-1', { workspaceId: null }, 'req-1', { actorUserId: 'owner' })
-    )
-
-    expect(mockEnsureUserStatsExists).toHaveBeenCalledWith('owner')
-    expect(mockApplyStorageUsageDeltasInTx).toHaveBeenCalledWith(expect.anything(), {
-      workspaceDeltas: [
-        {
-          context: expect.objectContaining({ workspaceId: 'ws-current' }),
-          deltaBytes: -321,
-        },
-      ],
-      legacyDeltas: [{ userId: 'owner', subscription: null, deltaBytes: 321 }],
-    })
-    expect(mockMaybeNotifyStorageLimitForBillingContext).not.toHaveBeenCalled()
-  })
-
   it('moves billable bytes from the owner personal counter to a workspace payer', async () => {
     dbChainMockFns.limit
       .mockResolvedValueOnce([{ workspaceId: null, userId: 'owner' }])
@@ -518,17 +494,6 @@ describe('updateKnowledgeBase — file ownership binding re-point on workspace c
     )
   })
 
-  it('clears file ownership bindings when the KB is removed from its workspace', async () => {
-    dbChainMockFns.limit.mockResolvedValue([{ workspaceId: 'ws-current', userId: 'owner' }])
-
-    await runIgnoringReadBack(
-      updateKnowledgeBase('kb-1', { workspaceId: null }, 'req-1', { actorUserId: 'owner' })
-    )
-
-    expect(dbChainMockFns.update).toHaveBeenCalledTimes(2)
-    expect(dbChainMockFns.set).toHaveBeenCalledWith({ workspaceId: null })
-  })
-
   it('does not re-point bindings when promoting a personal (null-workspace) KB into a workspace', async () => {
     // A null current workspace owns no bindings, so the move must not rewrite
     // any binding — this prevents a key planted in a personal KB from being
diff --git a/apps/sim/lib/knowledge/service.ts b/apps/sim/lib/knowledge/service.ts
index 2aa340e201d..8097c1b2037 100644
--- a/apps/sim/lib/knowledge/service.ts
+++ b/apps/sim/lib/knowledge/service.ts
@@ -111,13 +111,6 @@ type KnowledgeBaseStorageMove =
       sourceWorkspaceId: string
       destinationContext: StorageBillingContext
     }
-  | {
-      kind: 'workspace-to-personal'
-      sourceContext: StorageBillingContext
-      sourceWorkspaceId: string
-      ownerSubscription: HighestPrioritySubscription | null
-      ownerUserId: string
-    }
   | {
       kind: 'personal-to-workspace'
       sourceWorkspaceId: null
@@ -548,13 +541,17 @@ export async function updateKnowledgeBase(
   updates: {
     name?: string
     description?: string
-    workspaceId?: string | null
+    workspaceId?: string
     folderId?: string | null
     chunkingConfig?: ChunkingConfig
   },
   requestId: string,
   options?: { actorUserId?: string; assertedWorkspaceId?: string }
 ): Promise<KnowledgeBaseWithCounts> {
+  if (updates.workspaceId !== undefined && !updates.workspaceId) {
+    throw new OrchestrationError('validation', 'Workspace ID is required')
+  }
+
   const now = new Date()
   const updateData: Partial<typeof knowledgeBase.$inferInsert> = {
     updatedAt: now,
@@ -597,7 +594,7 @@ export async function updateKnowledgeBase(
    * below already reads the current row, and re-roots from there.
    */
   if (updates.folderId !== undefined) {
-    let effectiveWorkspaceId = updates.workspaceId
+    let effectiveWorkspaceId: string | null | undefined = updates.workspaceId
     if (effectiveWorkspaceId === undefined) {
       const [snapshot] = await db
         .select({ workspaceId: knowledgeBase.workspaceId })
@@ -649,7 +646,7 @@ export async function updateKnowledgeBase(
       throw new KnowledgeBaseNotFoundError(knowledgeBaseId)
     }
     const sourceWorkspaceId = kbSnapshot.workspaceId ?? null
-    const destinationWorkspaceId = updates.workspaceId ?? null
+    const destinationWorkspaceId = updates.workspaceId
 
     /**
      * Folders never cross workspaces, so a workspace move would leave the row pointing at a
@@ -679,19 +676,6 @@ export async function updateKnowledgeBase(
         sourceContext,
         destinationContext,
       }
-    } else if (sourceWorkspaceId && !destinationWorkspaceId) {
-      const [sourceContext, ownerSubscription] = await Promise.all([
-        resolveStorageBillingContext(sourceWorkspaceId),
-        getHighestPrioritySubscription(kbSnapshot.userId),
-        ensureUserStatsExists(kbSnapshot.userId),
-      ])
-      storageMove = {
-        kind: 'workspace-to-personal',
-        sourceWorkspaceId,
-        sourceContext,
-        ownerUserId: kbSnapshot.userId,
-        ownerSubscription,
-      }
     } else if (!sourceWorkspaceId && destinationWorkspaceId) {
       const [destinationContext, ownerSubscription] = await Promise.all([
         resolveStorageBillingContext(destinationWorkspaceId),
@@ -762,25 +746,17 @@ export async function updateKnowledgeBase(
       }
 
       if (updates.workspaceId !== undefined) {
-        const actorUserId = options?.actorUserId as string
         const currentWorkspaceId = currentKb.workspaceId ?? null
-        const targetWorkspaceId = updates.workspaceId ?? null
-
-        if (targetWorkspaceId !== currentWorkspaceId) {
-          if (!targetWorkspaceId) {
-            if (actorUserId !== currentKb.userId) {
-              throw new KnowledgeBasePermissionError(
-                'Only the knowledge base owner can remove it from a workspace'
-              )
-            }
-          } else if (
-            targetWorkspacePermission !== 'write' &&
-            targetWorkspacePermission !== 'admin'
-          ) {
-            throw new KnowledgeBasePermissionError(
-              'User does not have permission on the target workspace'
-            )
-          }
+        const targetWorkspaceId = updates.workspaceId
+
+        if (
+          targetWorkspaceId !== currentWorkspaceId &&
+          targetWorkspacePermission !== 'write' &&
+          targetWorkspacePermission !== 'admin'
+        ) {
+          throw new KnowledgeBasePermissionError(
+            'User does not have permission on the target workspace'
+          )
         }
       }
 
@@ -839,17 +815,6 @@ export async function updateKnowledgeBase(
             ],
             legacyDeltas: [],
           })
-        } else if (storageMove.kind === 'workspace-to-personal') {
-          transferUpdatedUsage = await applyStorageUsageDeltasInTx(tx, {
-            workspaceDeltas: [{ context: storageMove.sourceContext, deltaBytes: -billableBytes }],
-            legacyDeltas: [
-              {
-                userId: storageMove.ownerUserId,
-                subscription: storageMove.ownerSubscription,
-                deltaBytes: billableBytes,
-              },
-            ],
-          })
         } else {
           transferUpdatedUsage = await applyStorageUsageDeltasInTx(tx, {
             workspaceDeltas: [
@@ -889,7 +854,7 @@ export async function updateKnowledgeBase(
       // move. A null current workspace owns no bindings, so nothing is moved.
       if (updates.workspaceId !== undefined) {
         const currentWorkspaceId = currentKb.workspaceId ?? null
-        const targetWorkspaceId = updates.workspaceId ?? null
+        const targetWorkspaceId = updates.workspaceId
 
         if (currentWorkspaceId && targetWorkspaceId !== currentWorkspaceId) {
           await tx
diff --git a/apps/sim/lib/landing/routes.ts b/apps/sim/lib/landing/routes.ts
index 9d41e322e34..82b0019f0b6 100644
--- a/apps/sim/lib/landing/routes.ts
+++ b/apps/sim/lib/landing/routes.ts
@@ -10,10 +10,11 @@
  *   header inherited across client-side navigations, so an unlisted landing page
  *   stays cross-origin isolated when it soft-navigates into `/demo`, where the
  *   Cal.com booker then loads uncredentialed and hangs forever.
- * - `ThemeProvider` forces the light theme on these paths, matching the `light`
- *   token layer `LandingShell` renders. Leave one out and `<html>` keeps the
- *   visitor's dark theme under a light page: root-level chrome (scrollbars,
- *   `color-scheme`, anything portalled to `<body>`) renders dark against it.
+ * - `ThemeProvider` gives these paths their own theme store, defaulting to
+ *   light (the landing family's design baseline) and written only by the
+ *   landing footer's toggle, instead of the app's account-synced `system`
+ *   default. Leave one out and a visitor on a dark OS lands on a dark
+ *   marketing page.
  *
  * Imported by `next.config.ts` before the `@/` alias resolves, so this module
  * must stay dependency-free.
@@ -27,6 +28,7 @@ export const LANDING_ROUTES = [
   'comparisons',
   'contact',
   'cookie-policy',
+  'customers',
   'demo',
   'enterprise',
   'files',
@@ -35,6 +37,7 @@ export const LANDING_ROUTES = [
   'library',
   'logs',
   'models',
+  'platform',
   'pricing',
   'privacy',
   'solutions',
diff --git a/apps/sim/lib/organizations/surface.test.ts b/apps/sim/lib/organizations/surface.test.ts
index e30cfbd2d0f..f3a06c0bd10 100644
--- a/apps/sim/lib/organizations/surface.test.ts
+++ b/apps/sim/lib/organizations/surface.test.ts
@@ -2,13 +2,13 @@
  * @vitest-environment node
  */
 import { member, organization } from '@sim/db/schema'
-import { queueTableRows, resetDbChainMock } from '@sim/testing'
+import { queueTableRows, resetDbChainMock, resetEnvFlagsMock, setEnvFlags } from '@sim/testing'
 import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockSearchAccess, mockPermissionConfig, featureFlags } = vi.hoisted(() => ({
+const { mockSearchAccess, mockPermissionConfig, mockEnterprisePlan } = vi.hoisted(() => ({
   mockSearchAccess: vi.fn(),
   mockPermissionConfig: vi.fn(),
-  featureFlags: { invitationsDisabled: false },
+  mockEnterprisePlan: vi.fn(),
 }))
 vi.mock('@/lib/credential-groups/scoped-availability', () => ({
   isScopedCredentialGroupsAvailable: vi.fn().mockResolvedValue(true),
@@ -17,10 +17,8 @@ vi.mock('@/lib/credential-groups/scoped-availability', () => ({
 vi.mock('@/lib/permission-groups/resolve.server', () => ({
   getUserPermissionConfigForOrganization: mockPermissionConfig,
 }))
-vi.mock('@/lib/core/config/env-flags', () => ({
-  get isInvitationsDisabled() {
-    return featureFlags.invitationsDisabled
-  },
+vi.mock('@/lib/billing/core/subscription', () => ({
+  isOrganizationOnEnterprisePlan: mockEnterprisePlan,
 }))
 vi.mock('@/lib/knowledge/access/availability', () => ({
   resolveKnowledgeAccessAvailability: mockSearchAccess,
@@ -33,6 +31,7 @@ import {
 import { DEFAULT_PERMISSION_GROUP_CONFIG } from '@/lib/permission-groups/fields'
 
 afterAll(resetDbChainMock)
+afterAll(resetEnvFlagsMock)
 
 describe('getOrganizationSurfaceContext', () => {
   beforeEach(() => {
@@ -40,7 +39,8 @@ describe('getOrganizationSurfaceContext', () => {
     resetDbChainMock()
     mockSearchAccess.mockResolvedValue({ memberScoped: true, sourceMirrored: false })
     mockPermissionConfig.mockResolvedValue(null)
-    featureFlags.invitationsDisabled = false
+    mockEnterprisePlan.mockResolvedValue(true)
+    setEnvFlags({ isInvitationsDisabled: false, isHosted: true, isBillingEnabled: true })
   })
 
   it('returns the organization and the viewer standing for a member', async () => {
@@ -66,8 +66,14 @@ describe('getOrganizationSurfaceContext', () => {
       },
       connectedAccountsAvailable: true,
       searchAccess: { memberScoped: true, sourceMirrored: false },
+      settingsFeatures: expect.objectContaining({
+        hosted: true,
+        billingEnabled: true,
+        hasEnterprisePlan: true,
+      }),
     })
     expect(mockSearchAccess).toHaveBeenCalledWith({ organizationId: 'org-1' })
+    expect(mockEnterprisePlan).toHaveBeenCalledWith('org-1')
   })
 
   it('normalizes a missing logo to null', async () => {
@@ -78,7 +84,25 @@ describe('getOrganizationSurfaceContext', () => {
     await expect(getOrganizationSurfaceContext('org-1', 'viewer')).resolves.toMatchObject({
       organization: { logo: null },
       viewer: { role: 'member', isAdmin: false },
+      settingsFeatures: expect.objectContaining({ hasEnterprisePlan: false }),
     })
+    expect(mockEnterprisePlan).not.toHaveBeenCalled()
+  })
+
+  it('resolves self-hosted settings from deployment flags without a plan read', async () => {
+    setEnvFlags({ isHosted: false, isBillingEnabled: false, isAuditLogsEnabled: true })
+    queueTableRows(member, [{ role: 'admin' }])
+    queueTableRows(organization, [{ id: 'org-1', name: 'Acme', slug: 'acme', logo: null }])
+    queueTableRows(member, [{ memberCount: 1 }])
+
+    await expect(getOrganizationSurfaceContext('org-1', 'viewer')).resolves.toMatchObject({
+      settingsFeatures: {
+        hosted: false,
+        billingEnabled: false,
+        selfHosted: { 'audit-logs': true },
+      },
+    })
+    expect(mockEnterprisePlan).not.toHaveBeenCalled()
   })
 
   it.each([
@@ -92,7 +116,7 @@ describe('getOrganizationSurfaceContext', () => {
       queueTableRows(member, [{ role }])
       queueTableRows(organization, [{ id: 'org-1', name: 'Acme', slug: 'acme', logo: null }])
       queueTableRows(member, [{ memberCount: 1 }])
-      featureFlags.invitationsDisabled = deploymentDisabled
+      setEnvFlags({ isInvitationsDisabled: deploymentDisabled })
       mockPermissionConfig.mockResolvedValue({
         ...DEFAULT_PERMISSION_GROUP_CONFIG,
         disableInvitations: policyDisabled,
@@ -110,6 +134,7 @@ describe('getOrganizationSurfaceContext', () => {
 
     await expect(getOrganizationSurfaceContext('org-1', 'viewer')).resolves.toBeNull()
     expect(mockSearchAccess).not.toHaveBeenCalled()
+    expect(mockEnterprisePlan).not.toHaveBeenCalled()
   })
 
   it('denies a membership whose organization row is gone', async () => {
diff --git a/apps/sim/lib/organizations/surface.ts b/apps/sim/lib/organizations/surface.ts
index 6b5f95e8495..9ee55d306bb 100644
--- a/apps/sim/lib/organizations/surface.ts
+++ b/apps/sim/lib/organizations/surface.ts
@@ -2,7 +2,13 @@ import { cache } from 'react'
 import { db } from '@sim/db'
 import { member, organization } from '@sim/db/schema'
 import { asc, count, eq } from 'drizzle-orm'
+import {
+  getOrganizationSettingsFeatures,
+  type OrganizationSettingsFeatures,
+} from '@/components/settings/navigation'
 import type { OrganizationRole } from '@/lib/api/contracts/primitives'
+import { isOrganizationOnEnterprisePlan } from '@/lib/billing/core/subscription'
+import { getDeploymentShape } from '@/lib/core/config/deployment-shape'
 import { isInvitationsDisabled } from '@/lib/core/config/env-flags'
 import { isScopedCredentialGroupsAvailable } from '@/lib/credential-groups/scoped-availability'
 import {
@@ -39,6 +45,7 @@ export interface OrganizationSurfaceContext {
   viewer: OrganizationSurfaceViewer
   connectedAccountsAvailable: boolean
   searchAccess: KnowledgeAccessAvailability
+  settingsFeatures: OrganizationSettingsFeatures
 }
 
 /**
@@ -65,13 +72,20 @@ async function resolveOrganizationSurfaceContext(
     .limit(1)
   if (!row) return null
 
-  const [config, [{ memberCount }]] = await Promise.all([
-    getUserPermissionConfigForOrganization(organizationId),
-    db
-      .select({ memberCount: count() })
-      .from(member)
-      .where(eq(member.organizationId, organizationId)),
-  ])
+  const deployment = getDeploymentShape()
+  const [config, [{ memberCount }], connectedAccountsAvailable, searchAccess, hasEnterprisePlan] =
+    await Promise.all([
+      getUserPermissionConfigForOrganization(organizationId),
+      db
+        .select({ memberCount: count() })
+        .from(member)
+        .where(eq(member.organizationId, organizationId)),
+      isScopedCredentialGroupsAvailable({ kind: 'organization', organizationId }),
+      resolveKnowledgeAccessAvailability({ organizationId }),
+      deployment.hosted && access.isAdmin
+        ? isOrganizationOnEnterprisePlan(organizationId)
+        : Promise.resolve(false),
+    ])
   return {
     organization: {
       id: row.id,
@@ -89,11 +103,9 @@ async function resolveOrganizationSurfaceContext(
         !capabilityDeniedBy('personal_api_key.use', config) &&
         !capabilityDeniedBy('api_keys.manage', config),
     },
-    connectedAccountsAvailable: await isScopedCredentialGroupsAvailable({
-      kind: 'organization',
-      organizationId,
-    }),
-    searchAccess: await resolveKnowledgeAccessAvailability({ organizationId }),
+    connectedAccountsAvailable,
+    searchAccess,
+    settingsFeatures: getOrganizationSettingsFeatures(hasEnterprisePlan, deployment),
   }
 }
 
diff --git a/apps/sim/lib/workflows/migrations/subblock-migrations.test.ts b/apps/sim/lib/workflows/migrations/subblock-migrations.test.ts
index 6578c553990..f45ffa55dba 100644
--- a/apps/sim/lib/workflows/migrations/subblock-migrations.test.ts
+++ b/apps/sim/lib/workflows/migrations/subblock-migrations.test.ts
@@ -177,6 +177,34 @@ describe('migrateSubblockIds', () => {
     expect(blocks.b1.subBlocks.metrics).toBeUndefined()
   })
 
+  it.each(['slack', 'slack_v2'])(
+    'removes the retired channel page cap from %s while preserving pagination inputs',
+    (type) => {
+      const input = {
+        b1: makeBlock({
+          type,
+          subBlocks: {
+            operation: { id: 'operation', type: 'dropdown', value: 'list_channels' },
+            channelMaxPages: { id: 'channelMaxPages', type: 'short-input', value: '200' },
+            channelLimit: { id: 'channelLimit', type: 'short-input', value: '50' },
+            paginationCursor: { id: 'paginationCursor', type: 'short-input', value: 'cursor-2' },
+            historyMaxPages: { id: 'historyMaxPages', type: 'short-input', value: '10' },
+          },
+        }),
+      }
+
+      const { blocks, migrated } = migrateSubblockIds(input)
+
+      expect(migrated).toBe(true)
+      expect(blocks.b1.subBlocks).not.toHaveProperty('channelMaxPages')
+      expect(blocks.b1.subBlocks).not.toHaveProperty('_removed_channelMaxPages')
+      expect(blocks.b1.subBlocks.channelLimit.value).toBe('50')
+      expect(blocks.b1.subBlocks.paginationCursor.value).toBe('cursor-2')
+      expect(blocks.b1.subBlocks.historyMaxPages.value).toBe('10')
+      expect(migrateSubblockIds(blocks).migrated).toBe(false)
+    }
+  )
+
   describe('snowflake block', () => {
     it('renames the object fields onto their advanced text inputs', () => {
       const input: Record<string, BlockState> = {
diff --git a/apps/sim/lib/workflows/migrations/subblock-migrations.ts b/apps/sim/lib/workflows/migrations/subblock-migrations.ts
index 0eff96a60a0..4a4129bc878 100644
--- a/apps/sim/lib/workflows/migrations/subblock-migrations.ts
+++ b/apps/sim/lib/workflows/migrations/subblock-migrations.ts
@@ -111,6 +111,9 @@ function isFieldProjection(value: unknown): boolean {
  * secret onto a live subblock.
  */
 export const SUBBLOCK_ID_MIGRATIONS: Record<string, readonly SubblockIdMigration[]> = {
+  /** List Channels now returns one page and a cursor; automatic page limits are retired. */
+  slack: [{ from: 'channelMaxPages', to: '_removed_channelMaxPages' }],
+  slack_v2: [{ from: 'channelMaxPages', to: '_removed_channelMaxPages' }],
   instagram: [{ from: 'metrics', to: 'insightMetrics' }],
   knowledge: [{ from: 'knowledgeBaseId', to: 'knowledgeBaseSelector' }],
   /** Connected accounts resolve from the workspace; group selectors have no replacement. */
diff --git a/apps/sim/lib/workspaces/create.test.ts b/apps/sim/lib/workspaces/create.test.ts
index bea2ebfdf7a..771740f8fca 100644
--- a/apps/sim/lib/workspaces/create.test.ts
+++ b/apps/sim/lib/workspaces/create.test.ts
@@ -13,17 +13,19 @@ const {
   mockResolveGoverningPermissionGroupOrganization,
   mockLockWorkspaceCreationContext,
   mockGetWorkspaceInvitePolicy,
+  mockCreateWorkspaceAccountsGroup,
 } = vi.hoisted(() => ({
   mockResolveGoverningPermissionGroupOrganization: vi.fn(),
   mockLockWorkspaceCreationContext: vi.fn(),
   mockGetWorkspaceInvitePolicy: vi.fn(),
+  mockCreateWorkspaceAccountsGroup: vi.fn(),
 }))
 
 /** The starter workflow is not what these cases are about, and it reaches the block registry. */
 vi.mock('@/lib/workflows/persistence/utils', () => workflowsPersistenceUtilsMock)
 
 vi.mock('@/lib/credential-groups/workspace-accounts', () => ({
-  createWorkspaceAccountsGroup: vi.fn(),
+  createWorkspaceAccountsGroup: mockCreateWorkspaceAccountsGroup,
 }))
 
 vi.mock('@/lib/workflows/defaults', () => ({
@@ -115,6 +117,8 @@ describe('createWorkspace capability-gate placement', () => {
 
     await createWorkspace({ ...params, skipDefaultWorkflow: true })
 
+    expect(mockCreateWorkspaceAccountsGroup).not.toHaveBeenCalled()
+
     expect(mockLockWorkspaceCreationContext).toHaveBeenCalledWith(tx, {
       userId: 'creator-1',
       organizationId: 'org-1',
@@ -170,6 +174,8 @@ describe('createDefaultPersonalWorkspaceInTransaction', () => {
       userName: 'Ada Lovelace',
     })
 
+    expect(mockCreateWorkspaceAccountsGroup).not.toHaveBeenCalled()
+
     expect(mockResolveGoverningPermissionGroupOrganization).not.toHaveBeenCalled()
     expect(mockLockWorkspaceCreationContext).toHaveBeenCalledWith(tx, {
       userId: 'user-1',
diff --git a/apps/sim/lib/workspaces/create.ts b/apps/sim/lib/workspaces/create.ts
index dd3ed03a541..44d4e8e77b3 100644
--- a/apps/sim/lib/workspaces/create.ts
+++ b/apps/sim/lib/workspaces/create.ts
@@ -3,7 +3,6 @@ import { permissions, type WorkspaceMode, workflow, workspace } from '@sim/db/sc
 import { createLogger } from '@sim/logger'
 import { generateId } from '@sim/utils/id'
 import { PlatformEvents } from '@/lib/core/telemetry'
-import { createWorkspaceAccountsGroup } from '@/lib/credential-groups/workspace-accounts'
 import type { DbOrTx } from '@/lib/db/types'
 import { buildDefaultWorkflowArtifacts } from '@/lib/workflows/defaults'
 import { saveWorkflowToNormalizedTables } from '@/lib/workflows/persistence/utils'
@@ -78,7 +77,7 @@ export interface TransactionalCreateWorkspaceParams extends CreateWorkspaceParam
  * The caller supplies the creation-policy snapshot. This function revalidates
  * that snapshot — including the `workspace.create` capability under the
  * permission-group advisory lock — before inserting the workspace, owner
- * permission, connected accounts, and optional starter workflow atomically.
+ * permission and optional starter workflow atomically.
  */
 export async function createWorkspaceInTransaction(
   tx: DbOrTx,
@@ -145,8 +144,6 @@ export async function createWorkspaceInTransaction(
   }
   await tx.insert(permissions).values(permissionRows)
 
-  await createWorkspaceAccountsGroup(tx, workspaceId, userId)
-
   if (defaultWorkflowArtifacts) {
     await tx.insert(workflow).values({
       id: workflowId,
diff --git a/apps/sim/lib/workspaces/lifecycle.test.ts b/apps/sim/lib/workspaces/lifecycle.test.ts
index e6a4efc0e50..b2e68cf185e 100644
--- a/apps/sim/lib/workspaces/lifecycle.test.ts
+++ b/apps/sim/lib/workspaces/lifecycle.test.ts
@@ -23,7 +23,7 @@ vi.mock('@/lib/workflows/lifecycle', () => ({
 
 vi.mock('@/lib/workspaces/permissions/utils', () => permissionsMock)
 
-import { archiveWorkspace } from './lifecycle'
+import { archiveWorkspace } from '@/lib/workspaces/lifecycle'
 
 function createUpdateChain() {
   return {
@@ -81,7 +81,7 @@ describe('workspace lifecycle', () => {
     expect(tx.delete).toHaveBeenCalledTimes(1)
   })
 
-  it('is idempotent for already archived workspaces', async () => {
+  it('retries child cleanup for already archived workspaces', async () => {
     mockGetWorkspaceWithOwner.mockResolvedValue({
       id: 'workspace-1',
       name: 'Workspace 1',
@@ -98,6 +98,6 @@ describe('workspace lifecycle', () => {
     expect(mockArchiveWorkflowsForWorkspace).toHaveBeenCalledWith('workspace-1', {
       requestId: 'req-1',
     })
-    expect(dbChainMockFns.transaction).not.toHaveBeenCalled()
+    expect(dbChainMockFns.transaction).toHaveBeenCalledOnce()
   })
 })
diff --git a/apps/sim/lib/workspaces/lifecycle.ts b/apps/sim/lib/workspaces/lifecycle.ts
index 27b6514e410..e66f5465644 100644
--- a/apps/sim/lib/workspaces/lifecycle.ts
+++ b/apps/sim/lib/workspaces/lifecycle.ts
@@ -35,12 +35,8 @@ export async function archiveWorkspace(
     return { archived: false }
   }
 
-  if (workspaceRecord.archivedAt) {
-    await archiveWorkflowsForWorkspace(workspaceId, options)
-    return { archived: false, workspaceName: workspaceRecord.name }
-  }
-
-  const now = new Date()
+  /** Retrying deletion also archives children left active by an older or incomplete deletion. */
+  const now = workspaceRecord.archivedAt ?? new Date()
   const workflowMcpServerIds = await db
     .select({ id: workflowMcpServer.id })
     .from(workflowMcpServer)
@@ -169,7 +165,7 @@ export async function archiveWorkspace(
   }
 
   return {
-    archived: true,
+    archived: !workspaceRecord.archivedAt,
     workspaceName: workspaceRecord.name,
   }
 }
diff --git a/apps/sim/public/landing/cta-san-francisco-painted-dark.webp b/apps/sim/public/landing/cta-san-francisco-painted-dark.webp
new file mode 100644
index 00000000000..63335c13a27
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diff --git a/apps/sim/public/landing/cta-san-francisco-painted-light.webp b/apps/sim/public/landing/cta-san-francisco-painted-light.webp
new file mode 100644
index 00000000000..d6cfaab6d8d
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diff --git a/apps/sim/public/landing/customer-stories/exp-house-color-loop.mp4 b/apps/sim/public/landing/customer-stories/exp-house-color-loop.mp4
new file mode 100644
index 00000000000..54103b50671
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diff --git a/apps/sim/public/landing/customer-stories/exp-house-color-poster.jpg b/apps/sim/public/landing/customer-stories/exp-house-color-poster.jpg
new file mode 100644
index 00000000000..12cd7002f7f
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diff --git a/apps/sim/public/landing/customer-stories/rivian-r2-loop.mp4 b/apps/sim/public/landing/customer-stories/rivian-r2-loop.mp4
new file mode 100644
index 00000000000..a422eb51951
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diff --git a/apps/sim/public/landing/customer-stories/rivian-r2-poster.jpg b/apps/sim/public/landing/customer-stories/rivian-r2-poster.jpg
new file mode 100644
index 00000000000..02bda3567cf
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diff --git a/apps/sim/public/landing/customers/exp-beach-house.jpg b/apps/sim/public/landing/customers/exp-beach-house.jpg
new file mode 100644
index 00000000000..988ad02adf4
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diff --git a/apps/sim/public/landing/customers/rivian-trail.jpg b/apps/sim/public/landing/customers/rivian-trail.jpg
new file mode 100644
index 00000000000..e32ebcaf0fb
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diff --git a/apps/sim/public/landing/feature-context-backdrop.jpg b/apps/sim/public/landing/feature-context-backdrop.jpg
deleted file mode 100644
index f15631bdb9a..00000000000
Binary files a/apps/sim/public/landing/feature-context-backdrop.jpg and /dev/null differ
diff --git a/apps/sim/public/landing/feature-context-ui.png b/apps/sim/public/landing/feature-context-ui.png
deleted file mode 100644
index 01d36b4c802..00000000000
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diff --git a/apps/sim/public/landing/feature-integrate-backdrop.jpg b/apps/sim/public/landing/feature-integrate-backdrop.jpg
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diff --git a/apps/sim/public/landing/feature-integrate-ui.png b/apps/sim/public/landing/feature-integrate-ui.png
deleted file mode 100644
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diff --git a/apps/sim/public/landing/feature-monitor-backdrop.jpg b/apps/sim/public/landing/feature-monitor-backdrop.jpg
deleted file mode 100644
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diff --git a/apps/sim/public/landing/feature-monitor-ui.png b/apps/sim/public/landing/feature-monitor-ui.png
deleted file mode 100644
index cf90758c316..00000000000
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diff --git a/apps/sim/public/landing/hero-backdrop.jpg b/apps/sim/public/landing/hero-backdrop.jpg
deleted file mode 100644
index 94898fb6086..00000000000
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diff --git a/apps/sim/public/landing/hero-painted-4k.webp b/apps/sim/public/landing/hero-painted-4k.webp
new file mode 100644
index 00000000000..eb8c50a565c
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diff --git a/apps/sim/scripts/migrate-gitlab-personal-tokens.md b/apps/sim/scripts/migrate-gitlab-personal-tokens.md
new file mode 100644
index 00000000000..7c22dbc0283
--- /dev/null
+++ b/apps/sim/scripts/migrate-gitlab-personal-tokens.md
@@ -0,0 +1,30 @@
+# GitLab personal-token ownership migration
+
+New personal GitLab connections belong to the organization and the connecting Sim user. A workspace is an execution context, not the credential owner. Tokens remain private to their owner; moving them does not grant workflow access.
+
+Deploy the organization-token application changes completely before running this command. The application supports existing workspace tokens during this transition. The schema already contains the organization owner column and unique index, so this is a data migration rather than a new Drizzle schema migration.
+
+From `apps/sim`, with the intended database and its existing encryption key configured:
+
+```sh
+bun run scripts/migrate-gitlab-personal-tokens.ts --organization-id=<organization-id>
+bun run scripts/migrate-gitlab-personal-tokens.ts --organization-id=<organization-id> --apply
+```
+
+The first command is a dry run. It validates the existing encrypted bindings and the destination organization without changing credentials or enrollments. Review that result before applying.
+
+The command pages through at most 100 candidate IDs at a time and commits each credential independently. It preserves the credential ID, provider account, scopes, expiry, and revocation fields; re-encrypts the secret with organization ownership; and binds it to the owner's organization enrollment. A verified legacy enrollment can seed a new organization enrollment without issuing an invitation. Existing organization setup and workspace access policies remain unchanged.
+
+Migration stops on duplicate provider identities, missing organization setup, missing or unverified membership, revoked or conflicting enrollments, invalid ciphertext, or a concurrent identity change. It does not pick a token to discard, reactivate revoked enrollment access, or recreate organization policies. Resolve the reported condition before retrying. Previously committed credentials are skipped on rerun.
+
+Run the command separately for each organization. Tokens in workspaces with no organization need an explicit destination decision; the command does not assign one. Old workspace groups remain available for other legacy connections. After every organization is migrated and old application versions are retired, the legacy personal-token index and workspace-envelope support can be removed in a later change.
+
+Verification:
+
+- One credential ID appears for its owner in multiple workspaces in the organization.
+- Reconnect and rotation update that same credential.
+- Other people, including workspace administrators, cannot use the token.
+- Deleting the original workspace does not delete the migrated credential.
+- Disconnect removes the organization connection across its workspaces.
+
+The migrated encrypted payload cannot be read by older application code that expects workspace ownership. Do not roll back to that code after applying this data migration without a corresponding data rollback or reconnect procedure.
diff --git a/apps/sim/scripts/migrate-gitlab-personal-tokens.ts b/apps/sim/scripts/migrate-gitlab-personal-tokens.ts
new file mode 100644
index 00000000000..4ea212c4a25
--- /dev/null
+++ b/apps/sim/scripts/migrate-gitlab-personal-tokens.ts
@@ -0,0 +1,310 @@
+#!/usr/bin/env bun
+
+/**
+ * Rebinds workspace GitLab tokens to their organization's existing Connected accounts group.
+ * Run after the organization-token application code is fully deployed. Defaults to dry-run:
+ * bun run scripts/migrate-gitlab-personal-tokens.ts --organization-id=<id> [--apply]
+ * Uses the configured database and encryption key. No provider requests or invitation emails.
+ */
+import { db } from '@sim/db'
+import {
+  credential,
+  credentialGroup,
+  credentialGroupEnrollment,
+  member,
+  user,
+  workspace,
+} from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { sha256Hex } from '@sim/security/hash'
+import { getErrorMessage } from '@sim/utils/errors'
+import { generateId } from '@sim/utils/id'
+import { normalizeEmail } from '@sim/utils/string'
+import { and, asc, eq, gt, isNull, ne, or, sql } from 'drizzle-orm'
+import { lockCredentialGroupEnrollmentLifecycle } from '@/lib/credential-groups/enrollments'
+import { requireOrganizationAccountsSetup } from '@/lib/credential-groups/organization-setup'
+import { decryptPersonalToken, encryptPersonalToken } from '@/lib/credentials/gitlab-personal-token'
+import type { DbOrTx } from '@/lib/db/types'
+
+const logger = createLogger('MigrateGitLabPersonalTokens')
+const BATCH_SIZE = 100
+
+interface MigrationOptions {
+  organizationId: string
+  apply: boolean
+}
+
+function organizationTokens(organizationId: string) {
+  return and(
+    eq(credential.type, 'personal_token'),
+    or(eq(credential.organizationId, organizationId), eq(workspace.organizationId, organizationId))
+  )
+}
+
+/** Refuses to choose between independently connected tokens for the same provider identity. */
+async function assertUniqueIdentities(executor: DbOrTx, organizationId: string) {
+  const duplicates = await executor
+    .select({ userId: credential.createdBy })
+    .from(credential)
+    .leftJoin(workspace, eq(workspace.id, credential.workspaceId))
+    .where(organizationTokens(organizationId))
+    .groupBy(
+      credential.createdBy,
+      credential.providerId,
+      credential.providerTenantId,
+      credential.providerSubjectId
+    )
+    .having(sql`count(*) > 1`)
+    .limit(1)
+  if (duplicates.length)
+    throw new Error(
+      'Duplicate GitLab identities exist in this organization. Resolve the duplicate connections before migrating.'
+    )
+}
+
+async function migrateToken(executor: DbOrTx, credentialId: string, options: MigrationOptions) {
+  const [initial] = await executor
+    .select()
+    .from(credential)
+    .where(eq(credential.id, credentialId))
+    .limit(1)
+  if (!initial) throw new Error('Migration credential disappeared')
+  if (initial.organizationId === options.organizationId && !initial.workspaceId) return false
+  if (!initial.credentialGroupEnrollmentId)
+    throw new Error(`Credential ${credentialId} requires a verified enrollment before migration`)
+  await lockCredentialGroupEnrollmentLifecycle(executor, initial.credentialGroupEnrollmentId)
+  const [current] = await executor
+    .select()
+    .from(credential)
+    .where(eq(credential.id, credentialId))
+    .for('update')
+    .limit(1)
+  if (!current) throw new Error('Migration credential disappeared')
+  if (current.organizationId === options.organizationId && !current.workspaceId) return false
+  if (current.credentialGroupEnrollmentId !== initial.credentialGroupEnrollmentId)
+    throw new Error('Enrollment changed during migration; retry the command')
+  if (
+    current.type !== 'personal_token' ||
+    current.providerId !== 'gitlab' ||
+    !current.workspaceId ||
+    current.organizationId ||
+    !current.createdBy ||
+    !current.providerSubjectId ||
+    !current.providerTenantId ||
+    !current.encryptedPersonalToken
+  ) {
+    throw new Error(`Credential ${credentialId} has an incomplete personal-token identity`)
+  }
+  const [sourceWorkspace] = await executor
+    .select({ organizationId: workspace.organizationId })
+    .from(workspace)
+    .where(eq(workspace.id, current.workspaceId))
+    .for('share')
+    .limit(1)
+  if (sourceWorkspace?.organizationId !== options.organizationId)
+    throw new Error('Workspace organization changed during migration')
+  const [owner] = await executor
+    .select({ id: user.id, email: user.email, verified: user.emailVerified })
+    .from(user)
+    .innerJoin(
+      member,
+      and(eq(member.userId, user.id), eq(member.organizationId, options.organizationId))
+    )
+    .where(eq(user.id, current.createdBy))
+    .for('share')
+    .limit(1)
+  if (!owner?.verified)
+    throw new Error(`Credential ${credentialId} requires a verified current organization member`)
+  const [source] = await executor
+    .select({
+      userId: credentialGroupEnrollment.userId,
+      status: credentialGroupEnrollment.status,
+      revokedAt: credentialGroupEnrollment.revokedAt,
+      workspaceId: credentialGroup.workspaceId,
+      organizationId: credentialGroup.organizationId,
+      groupStatus: credentialGroup.status,
+    })
+    .from(credentialGroupEnrollment)
+    .innerJoin(credentialGroup, eq(credentialGroup.id, credentialGroupEnrollment.credentialGroupId))
+    .where(eq(credentialGroupEnrollment.id, current.credentialGroupEnrollmentId!))
+    .for('share')
+    .limit(1)
+  if (
+    !source ||
+    source.userId !== current.createdBy ||
+    source.revokedAt ||
+    source.status === 'revoked' ||
+    source.groupStatus !== 'active' ||
+    !(
+      source.workspaceId === current.workspaceId ||
+      (source.organizationId === options.organizationId && !source.workspaceId)
+    )
+  ) {
+    throw new Error(`Credential ${credentialId} has an inactive or mismatched source enrollment`)
+  }
+  const [group] = await executor
+    .select({ id: credentialGroup.id })
+    .from(credentialGroup)
+    .where(
+      and(
+        eq(credentialGroup.organizationId, options.organizationId),
+        isNull(credentialGroup.workspaceId),
+        eq(credentialGroup.status, 'active')
+      )
+    )
+    .for('share')
+    .limit(1)
+  if (!group) throw new Error('Configure organization Connected accounts before migrating tokens')
+  await requireOrganizationAccountsSetup(options.organizationId, group.id, executor)
+
+  const targets = await executor
+    .select()
+    .from(credentialGroupEnrollment)
+    .where(
+      and(
+        eq(credentialGroupEnrollment.credentialGroupId, group.id),
+        or(
+          eq(credentialGroupEnrollment.userId, owner.id),
+          eq(credentialGroupEnrollment.email, normalizeEmail(owner.email))
+        )
+      )
+    )
+    .for('update')
+    .limit(2)
+  if (targets.length > 1)
+    throw new Error(`Credential ${credentialId} has conflicting organization enrollment identities`)
+  const [target] = targets
+  if (
+    target &&
+    (target.revokedAt ||
+      target.status === 'revoked' ||
+      (target.userId && target.userId !== owner.id))
+  ) {
+    throw new Error(
+      `Credential ${credentialId} has a revoked or conflicting organization enrollment`
+    )
+  }
+  const [duplicate] = await executor
+    .select({ id: credential.id })
+    .from(credential)
+    .leftJoin(workspace, eq(workspace.id, credential.workspaceId))
+    .where(
+      and(
+        organizationTokens(options.organizationId),
+        ne(credential.id, current.id),
+        eq(credential.createdBy, owner.id),
+        eq(credential.providerId, 'gitlab'),
+        eq(credential.providerTenantId, current.providerTenantId),
+        eq(credential.providerSubjectId, current.providerSubjectId)
+      )
+    )
+    .limit(1)
+  if (duplicate)
+    throw new Error(
+      'Duplicate GitLab identity appeared during migration; resolve it before retrying'
+    )
+  const identity = {
+    providerId: 'gitlab' as const,
+    ownerUserId: owner.id,
+    subjectId: current.providerSubjectId,
+    instanceUrl: current.providerTenantId,
+  }
+  const accessToken = await decryptPersonalToken(current.encryptedPersonalToken, {
+    ...identity,
+    workspaceId: current.workspaceId,
+  })
+  if (!options.apply) return true
+  const encryptedPersonalToken = await encryptPersonalToken({
+    ...identity,
+    organizationId: options.organizationId,
+    accessToken,
+  })
+  const now = new Date()
+  const enrollmentId = target?.id ?? generateId()
+  if (!target) {
+    await executor.insert(credentialGroupEnrollment).values({
+      id: enrollmentId,
+      credentialGroupId: group.id,
+      userId: owner.id,
+      email: normalizeEmail(owner.email),
+      status: 'in_progress',
+      invitationTokenHash: sha256Hex(generateId()),
+      invitationExpiresAt: now,
+      invitedAt: now,
+    })
+  } else if (!target.userId) {
+    await executor
+      .update(credentialGroupEnrollment)
+      .set({ userId: owner.id, status: 'in_progress', updatedAt: now })
+      .where(eq(credentialGroupEnrollment.id, enrollmentId))
+  }
+  await executor
+    .update(credential)
+    .set({
+      organizationId: options.organizationId,
+      workspaceId: null,
+      credentialGroupEnrollmentId: enrollmentId,
+      encryptedPersonalToken,
+      updatedAt: now,
+    })
+    .where(and(eq(credential.id, current.id), eq(credential.workspaceId, current.workspaceId)))
+  return true
+}
+
+/** Keyset-paged and resumable; every token and any new enrollment commit together. */
+export async function migrateGitLabPersonalTokens(options: MigrationOptions, database = db) {
+  if (!options.organizationId.trim()) throw new Error('An organization ID is required')
+  await assertUniqueIdentities(database, options.organizationId)
+  let afterId = ''
+  let processed = 0
+  while (true) {
+    const candidates = await database
+      .select({ id: credential.id })
+      .from(credential)
+      .innerJoin(workspace, eq(workspace.id, credential.workspaceId))
+      .where(
+        and(
+          eq(credential.type, 'personal_token'),
+          eq(workspace.organizationId, options.organizationId),
+          gt(credential.id, afterId)
+        )
+      )
+      .orderBy(asc(credential.id))
+      .limit(BATCH_SIZE)
+    if (!candidates.length) break
+    for (const candidate of candidates) {
+      const changed = await database.transaction(async (tx) => {
+        await tx.execute(sql`SET LOCAL lock_timeout = '5s'`)
+        await tx.execute(sql`SET LOCAL statement_timeout = '30s'`)
+        return migrateToken(tx, candidate.id, options)
+      })
+      if (changed) processed++
+      afterId = candidate.id
+    }
+  }
+  return { mode: options.apply ? 'applied' : 'dry-run', processed }
+}
+
+if (import.meta.main) {
+  const args = process.argv.slice(2)
+  const organizationArgs = args.filter((arg) => arg.startsWith('--organization-id='))
+  if (
+    organizationArgs.length !== 1 ||
+    args.some((arg) => arg !== '--apply' && !arg.startsWith('--organization-id='))
+  ) {
+    throw new Error('Usage: migrate-gitlab-personal-tokens.ts --organization-id=<id> [--apply]')
+  }
+  try {
+    logger.info(
+      'GitLab token migration complete',
+      await migrateGitLabPersonalTokens({
+        organizationId: organizationArgs[0]!.slice('--organization-id='.length),
+        apply: args.includes('--apply'),
+      })
+    )
+    process.exit(0)
+  } catch (error) {
+    logger.error('GitLab token migration failed', { error: getErrorMessage(error) })
+    process.exit(1)
+  }
+}
diff --git a/apps/sim/stores/index.test.ts b/apps/sim/stores/index.test.ts
index 5edcc87f96a..475b19a8edc 100644
--- a/apps/sim/stores/index.test.ts
+++ b/apps/sim/stores/index.test.ts
@@ -63,6 +63,7 @@ describe('clearUserData', () => {
   it('clears identity data while preserving device preferences', async () => {
     localStorage.setItem('next-favicon', 'favicon')
     localStorage.setItem('sim-theme', 'dark')
+    localStorage.setItem('sim-landing-theme', 'dark')
     localStorage.setItem(RECENT_IMPERSONATIONS_STORAGE_KEY, '["user-a"]')
     localStorage.setItem('private-cache', 'remove-me')
     sessionStorage.setItem('mothership-queue', 'private-queued-message')
@@ -73,6 +74,7 @@ describe('clearUserData', () => {
     expect(inMemoryResetSucceeded).toBe(true)
     expect(localStorage.getItem('next-favicon')).toBe('favicon')
     expect(localStorage.getItem('sim-theme')).toBe('dark')
+    expect(localStorage.getItem('sim-landing-theme')).toBe('dark')
     expect(localStorage.getItem(RECENT_IMPERSONATIONS_STORAGE_KEY)).toBeNull()
     expect(localStorage.getItem('private-cache')).toBeNull()
     expect(sessionStorage.getItem('mothership-queue')).toBeNull()
diff --git a/apps/sim/stores/index.ts b/apps/sim/stores/index.ts
index 46237daf774..ffecaba5aec 100644
--- a/apps/sim/stores/index.ts
+++ b/apps/sim/stores/index.ts
@@ -25,6 +25,7 @@ export async function clearUserData(options: ClearUserDataOptions = {}): Promise
     const keysToKeep = [
       'next-favicon',
       'sim-theme',
+      'sim-landing-theme',
       ...(options.preserveRecentImpersonations ? [RECENT_IMPERSONATIONS_STORAGE_KEY] : []),
     ]
     const keysToRemove = Object.keys(localStorage).filter((key) => !keysToKeep.includes(key))
diff --git a/apps/sim/tools/apify/run_actor_async.ts b/apps/sim/tools/apify/run_actor_async.ts
index 54b6d16b9fe..bfd78999919 100644
--- a/apps/sim/tools/apify/run_actor_async.ts
+++ b/apps/sim/tools/apify/run_actor_async.ts
@@ -31,7 +31,7 @@ export const apifyRunActorAsyncTool: ToolConfig<RunActorParams, RunActorResult>
       required: false,
       visibility: 'user-or-llm',
       description:
-        'Actor input as JSON string. Example: {"startUrls": [{"url": "https://example.com"}], "maxPages": 10}',
+        'Actor input as JSON string. Example: { "startUrls": [ { "url": "https://example.com" } ], "maxPages": 10 }',
     },
     waitForFinish: {
       type: 'number',
diff --git a/apps/sim/tools/apify/run_actor_sync.ts b/apps/sim/tools/apify/run_actor_sync.ts
index 261fd4a4527..c57f728b1db 100644
--- a/apps/sim/tools/apify/run_actor_sync.ts
+++ b/apps/sim/tools/apify/run_actor_sync.ts
@@ -26,7 +26,7 @@ export const apifyRunActorSyncTool: ToolConfig<RunActorParams, RunActorResult> =
       required: false,
       visibility: 'user-or-llm',
       description:
-        'Actor input as JSON string. Example: {"startUrls": [{"url": "https://example.com"}], "maxPages": 10}',
+        'Actor input as JSON string. Example: { "startUrls": [ { "url": "https://example.com" } ], "maxPages": 10 }',
     },
     memory: {
       type: 'number',
diff --git a/apps/sim/tools/apify/run_task.ts b/apps/sim/tools/apify/run_task.ts
index 3e4f5530e2e..aa621eb071c 100644
--- a/apps/sim/tools/apify/run_task.ts
+++ b/apps/sim/tools/apify/run_task.ts
@@ -26,7 +26,7 @@ export const apifyRunTaskTool: ToolConfig<RunTaskParams, RunTaskResult> = {
       required: false,
       visibility: 'user-or-llm',
       description:
-        'JSON string that overrides the task\'s saved input. Example: {"startUrls": [{"url": "https://example.com"}]}',
+        'JSON string that overrides the task\'s saved input. Example: { "startUrls": [ { "url": "https://example.com" } ] }',
     },
     itemLimit: {
       type: 'number',
diff --git a/apps/sim/tools/brightdata/scrape_dataset.ts b/apps/sim/tools/brightdata/scrape_dataset.ts
index ea95a55ba60..5a9e9c184da 100644
--- a/apps/sim/tools/brightdata/scrape_dataset.ts
+++ b/apps/sim/tools/brightdata/scrape_dataset.ts
@@ -33,7 +33,7 @@ export const brightDataScrapeDatasetTool: ToolConfig<
       required: true,
       visibility: 'user-or-llm',
       description:
-        'JSON array of URL objects to scrape (e.g., [{"url": "https://example.com/product"}])',
+        'JSON array of URL objects to scrape (e.g., [ { "url": "https://example.com/product" } ])',
     },
     format: {
       type: 'string',
diff --git a/apps/sim/tools/brightdata/sync_scrape.ts b/apps/sim/tools/brightdata/sync_scrape.ts
index af440ddd765..b099848dbc1 100644
--- a/apps/sim/tools/brightdata/sync_scrape.ts
+++ b/apps/sim/tools/brightdata/sync_scrape.ts
@@ -33,7 +33,7 @@ export const brightDataSyncScrapeTool: ToolConfig<
       required: true,
       visibility: 'user-or-llm',
       description:
-        'JSON array of URL objects to scrape, up to 20 (e.g., [{"url": "https://example.com/product"}])',
+        'JSON array of URL objects to scrape, up to 20 (e.g., [ { "url": "https://example.com/product" } ])',
     },
     format: {
       type: 'string',
diff --git a/apps/sim/tools/cloudflare/create_access_application.ts b/apps/sim/tools/cloudflare/create_access_application.ts
index 77550d13061..0ecf0f12e43 100644
--- a/apps/sim/tools/cloudflare/create_access_application.ts
+++ b/apps/sim/tools/cloudflare/create_access_application.ts
@@ -111,7 +111,7 @@ export const createAccessApplicationTool: ToolConfig<
       required: false,
       visibility: 'user-or-llm',
       description:
-        'JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {"auth_type":"saml","consumer_service_url":"https://example.com/acs","sp_entity_id":"https://example.com"}; OIDC, e.g. {"auth_type":"oidc","client_id":"...","redirect_uris":["https://example.com/callback"]}',
+        'JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. { "auth_type": "saml", "consumer_service_url": "https://example.com/acs", "sp_entity_id": "https://example.com" }; OIDC, e.g. { "auth_type": "oidc", "client_id": "...", "redirect_uris": [ "https://example.com/callback" ] }',
     },
     targetCriteria: {
       type: 'string',
diff --git a/apps/sim/tools/cloudflare/update_access_application.ts b/apps/sim/tools/cloudflare/update_access_application.ts
index db78a62f8f4..493476f2dcd 100644
--- a/apps/sim/tools/cloudflare/update_access_application.ts
+++ b/apps/sim/tools/cloudflare/update_access_application.ts
@@ -109,7 +109,7 @@ export const updateAccessApplicationTool: ToolConfig<
       required: false,
       visibility: 'user-or-llm',
       description:
-        'JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {"auth_type":"saml","consumer_service_url":"https://example.com/acs","sp_entity_id":"https://example.com"}; OIDC, e.g. {"auth_type":"oidc","client_id":"...","redirect_uris":["https://example.com/callback"]}',
+        'JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. { "auth_type": "saml", "consumer_service_url": "https://example.com/acs", "sp_entity_id": "https://example.com" }; OIDC, e.g. { "auth_type": "oidc", "client_id": "...", "redirect_uris": [ "https://example.com/callback" ] }',
     },
     targetCriteria: {
       type: 'string',
diff --git a/apps/sim/tools/generated/tool-metadata.ts b/apps/sim/tools/generated/tool-metadata.ts
index 66177bef787..c19ba027d03 100644
--- a/apps/sim/tools/generated/tool-metadata.ts
+++ b/apps/sim/tools/generated/tool-metadata.ts
@@ -3,7 +3,7 @@
 
 /** Serializable metadata for every built-in tool, keyed by tool id. */
 const toolMetadata: Record<string, unknown> = JSON.parse(
-  '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to send"},"data":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional structured JSON data to attach"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional files to attach"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Existing task ID to continue"},"contextId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation context ID to continue"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}},"hostedApiKey":"none"},"affinity_batch_update_entity_fields":{"id":"affinity_batch_update_entity_fields","name":"Affinity Batch Update Entity Fields","description":"Write up to 100 non-list field values on one company or person in a single request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to write the fields on: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"updates":{"type":"json","required":true,"visibility":"user-or-llm","description":"Up to 100 field updates as [{\\"id\\":\\"<fieldId>\\",\\"value\\":{\\"type\\":\\"…\\",\\"data\\":…}}], using the same value shapes as a single field update"}},"hostedApiKey":"none"},"affinity_batch_update_list_entry_fields":{"id":"affinity_batch_update_list_entry_fields","name":"Affinity Batch Update List Entry Fields","description":"Write up to 100 field values on one list row in a single request. Requires the \\"Export data from Lists\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"updates":{"type":"json","required":true,"visibility":"user-or-llm","description":"Up to 100 field updates as [{\\"id\\":\\"<fieldId>\\",\\"value\\":{\\"type\\":\\"…\\",\\"data\\":…}}], using the same value shapes as a single field update"}},"hostedApiKey":"none"},"affinity_create_list":{"id":"affinity_create_list","name":"Affinity Create List","description":"Create a list. Its type fixes which entities it can hold, and the API key holder becomes its creator and owner.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the new list"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity kind the list holds: company, opportunity, or person"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether everyone in the organization can see the list"}},"hostedApiKey":"none"},"affinity_create_list_field_dropdown_option":{"id":"affinity_create_list_field_dropdown_option","name":"Affinity Create List Field Dropdown Option","description":"Add a selectable option to a dropdown field on a list. A ranked or status option also needs a rank and a color.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Kind of option to create, matching the field. dropdown takes only a label; ranked-dropdown also requires rank and color; status-dropdown additionally requires a status category. Sending a field the kind does not accept is rejected"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The option label"},"rank":{"type":"number","required":false,"visibility":"user-or-llm","description":"Sort order. Required on a ranked-dropdown or status-dropdown option"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Option color: white, gray, blue, green, purple, orange, or red. Required on a ranked-dropdown or status-dropdown option"},"statusCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pipeline meaning of the option: open, won, lost, or on-hold. Status-dropdown options only"},"winRate":{"type":"number","required":false,"visibility":"user-or-llm","description":"Expected win rate of the status. Status-dropdown options only"}},"hostedApiKey":"none"},"affinity_create_merge":{"id":"affinity_create_merge","name":"Affinity Create Merge","description":"Fold a duplicate company or person into the record you are keeping. The merge runs asynchronously — poll the returned task to see it finish. Requires the \\"Manage duplicates\\" permission and an admin role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to merge: companies or persons"},"primaryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to keep"},"duplicateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the duplicate record to fold in"}},"hostedApiKey":"none"},"affinity_create_note":{"id":"affinity_create_note","name":"Affinity Create Note","description":"Write a note — attached to companies, persons, and opportunities, anchored to a meeting, call, or chat message, or posted as a reply to an existing note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Note shape: entities to attach it to records, interaction to anchor it to a meeting, call, or chat message, or user-reply to reply to a note"},"html":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note body as HTML"},"companyIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Companies to attach the note to, e.g. [1, 2]. Not used on a reply"},"personIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Persons to attach the note to, e.g. [1, 2]. Not used on a reply"},"opportunityIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Opportunities to attach the note to, e.g. [1, 2]. Not used on a reply"},"interactionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The interaction to anchor the note to. Required for an interaction note"},"interactionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Kind of the anchoring interaction: meeting, call, or chat-message. Required for an interaction note"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The note being replied to. Required for a user-reply note"},"creatorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attribute the note to another internal person. Defaults to the API key holder"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdate the note to this ISO 8601 timestamp"}},"hostedApiKey":"none"},"affinity_create_reminder":{"id":"affinity_create_reminder","name":"Affinity Create Reminder","description":"Create a reminder on one company, person, or opportunity. A recurring reminder resets whenever the chosen signal happens instead of firing once.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"one-time to fire once, or recurring to reset on a signal"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the reminder is about: company, person, or opportunity"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company, person, or opportunity"},"dueDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"When the reminder is due, as an ISO 8601 timestamp. Required for a one-time reminder; on a recurring one Affinity computes it from the period when omitted"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"What the reminder says"},"ownerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User the reminder is assigned to. Must be an internal user. The API key holder is recorded as the creator, which is a separate field"},"resetTrigger":{"type":"string","required":false,"visibility":"user-or-llm","description":"What restarts a recurring reminder: interaction, email, or event. Required when the type is recurring"},"periodDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days between firings of a recurring reminder. Required when the type is recurring"}},"hostedApiKey":"none"},"affinity_delete_list_field_dropdown_option":{"id":"affinity_delete_list_field_dropdown_option","name":"Affinity Delete List Field Dropdown Option","description":"Permanently delete a dropdown option on a list field. Every list entry currently set to it is cleared, and those values cannot be recovered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"dropdownOptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown option ID to delete"}},"hostedApiKey":"none"},"affinity_delete_note":{"id":"affinity_delete_note","name":"Affinity Delete Note","description":"Delete a note you created. Deleting a root note also deletes its replies; deleting a reply removes only that reply.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID to delete"}},"hostedApiKey":"none"},"affinity_get_company":{"id":"affinity_get_company","name":"Affinity Get Company","description":"Look up one company by ID. Field data is returned only for the Field IDs or Field Types asked for.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The company ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"}},"hostedApiKey":"none"},"affinity_get_current_user":{"id":"affinity_get_current_user","name":"Affinity Get Current User","description":"Verify an Affinity API key and return the tenant, the user behind the key, and the scopes the grant carries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"}},"hostedApiKey":"none"},"affinity_get_entity_field_value":{"id":"affinity_get_entity_field_value","name":"Affinity Get Entity Field Value","description":"Read one non-list field value from a company or person.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to read the field from: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The field ID to read"}},"hostedApiKey":"none"},"affinity_get_list":{"id":"affinity_get_list","name":"Affinity Get List","description":"Read one list — its name, type, owner, and privacy setting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"}},"hostedApiKey":"none"},"affinity_get_list_entry":{"id":"affinity_get_list_entry","name":"Affinity Get List Entry","description":"Read one row of a list with its entity. Field data is returned only for the Field IDs or Field Types asked for.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"}},"hostedApiKey":"none"},"affinity_get_list_entry_field":{"id":"affinity_get_list_entry_field","name":"Affinity Get List Entry Field","description":"Read one field value on a list row.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The field ID to read"}},"hostedApiKey":"none"},"affinity_get_list_field_dropdown_option":{"id":"affinity_get_list_field_dropdown_option","name":"Affinity Get List Field Dropdown Option","description":"Read one dropdown option on a list field.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"dropdownOptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown option ID"}},"hostedApiKey":"none"},"affinity_get_merge":{"id":"affinity_get_merge","name":"Affinity Get Merge","description":"Read the status of one company or person merge, including why it failed if it did.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge to read: companies or persons"},"mergeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The merge ID"}},"hostedApiKey":"none"},"affinity_get_merge_task":{"id":"affinity_get_merge_task","name":"Affinity Get Merge Task","description":"Read one merge task and how its merges are progressing. Poll this after starting a merge.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge task to read: companies or persons"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The merge task ID"}},"hostedApiKey":"none"},"affinity_get_note":{"id":"affinity_get_note","name":"Affinity Get Note","description":"Read one note with its body, author, mentions, and attached records.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return, e.g. [\\"repliesCount\\",\\"personsPreview\\",\\"companiesPreview\\",\\"opportunitiesPreview\\"]. Those four fields are omitted unless requested here"}},"hostedApiKey":"none"},"affinity_get_opportunity":{"id":"affinity_get_opportunity","name":"Affinity Get Opportunity","description":"Read one opportunity and the list it belongs to. Its field data lives on the list entry.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"opportunityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The opportunity ID"}},"hostedApiKey":"none"},"affinity_get_person":{"id":"affinity_get_person","name":"Affinity Get Person","description":"Look up one person by ID. Field data is returned only for the Field IDs or Field Types asked for.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"}},"hostedApiKey":"none"},"affinity_get_saved_view":{"id":"affinity_get_saved_view","name":"Affinity Get Saved View","description":"Read one saved view — its name, kind, and creation date.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"viewId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The saved view ID"}},"hostedApiKey":"none"},"affinity_get_transcript":{"id":"affinity_get_transcript","name":"Affinity Get Transcript","description":"Read one transcript with its first 100 fragments. Page the fragments endpoint for a longer meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"transcriptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The transcript ID"}},"hostedApiKey":"none"},"affinity_get_user":{"id":"affinity_get_user","name":"Affinity Get User","description":"Read one internal user. A user and their person record share the same numeric ID, so a person ID works here.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID, which is also their person ID"}},"hostedApiKey":"none"},"affinity_list_calls":{"id":"affinity_list_calls","name":"Affinity List Calls","description":"Page through logged calls and their participants. Only calls the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_chat_messages":{"id":"affinity_list_chat_messages","name":"Affinity List Chat Messages","description":"Page through logged chat messages and their participants. Only messages the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_companies":{"id":"affinity_list_companies","name":"Affinity List Companies","description":"Page through companies. Companies come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these company IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_coworker_connections":{"id":"affinity_list_coworker_connections","name":"Affinity List Coworker Connections","description":"Find warm paths into a company through shared work history: who in your Affinity data once worked alongside the people you want to reach. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_emails":{"id":"affinity_list_emails","name":"Affinity List Emails","description":"Page through email metadata — subject, participants, and timestamps. Affinity never exposes email bodies through the API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_field_values":{"id":"affinity_list_entity_field_values","name":"Affinity List Entity Field Values","description":"Page through a company\'s or person\'s non-list field values. List fields are not returned here — read those through the list entry.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to read field values from: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_entity_list_entries":{"id":"affinity_list_entity_list_entries","name":"Affinity List Entity List Entries","description":"Page through a company\'s or person\'s rows across every list, each carrying that list\'s field values and when the entity was added.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the rows of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_lists":{"id":"affinity_list_entity_lists","name":"Affinity List Entity Lists","description":"List every list a company or person appears on that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the lists of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_notes":{"id":"affinity_list_entity_notes","name":"Affinity List Entity Notes","description":"List the notes relevant to one company, person, or opportunity — directly attached notes plus notes reaching it through its people and meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity the notes hang off: companies, persons, or opportunities"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company, person, or opportunity"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_entity_relationships":{"id":"affinity_list_entity_relationships","name":"Affinity List Entity Relationships","description":"List who knows a company or person, scored 0.0 to 1.0 by how much the two actually interact. Strongest first by default.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up relationships for: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on interactionScore only, e.g. \\"interactionScore>=0.5\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"interactionScore\\"] for weakest first, [\\"-interactionScore\\"] for strongest first (the default)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_field_dropdown_options":{"id":"affinity_list_field_dropdown_options","name":"Affinity List Field Dropdown Options","description":"List the selectable options on a dropdown or ranked-dropdown company or person field. Writing such a field needs the option ID, not its text.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which field family the field belongs to: companies or persons"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown or ranked-dropdown field ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_metadata":{"id":"affinity_list_field_metadata","name":"Affinity List Field Metadata","description":"List the non-list company or person fields, with the value type, filter operators, and sort support of each. Start here to find the Field IDs the read and write tools take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which fields to describe: companies or persons"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Status\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_value_changes":{"id":"affinity_list_field_value_changes","name":"Affinity List Field Value Changes","description":"Page through field value changes across the whole workspace. Built for delta sync: follow nextCursor to the end of a run, then resume from the last cursor next time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, listEntry.id, changer.id, changedAt, or actionType. Resume a sync with e.g. \\"changedAt>2026-06-01T12:00:00Z\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"changedAt\\"] for oldest first (the default), [\\"-changedAt\\"] for newest first"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_investor_executive_connections":{"id":"affinity_list_investor_executive_connections","name":"Affinity List Investor Executive Connections","description":"Find warm paths into a company through investment history: which investors in your Affinity data backed a company the people you want to reach once led. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_list_entries":{"id":"affinity_list_list_entries","name":"Affinity List List Entries","description":"Page through the rows of a list. Rows come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_field_value_changes":{"id":"affinity_list_list_entry_field_value_changes","name":"Affinity List List Entry Field Value Changes","description":"Page through the history of one list row — who changed which field, when, and to what.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, changer.id, changedAt, or actionType, e.g. \\"field.id=field-1234\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_fields":{"id":"affinity_list_list_entry_fields","name":"Affinity List List Entry Fields","description":"Page through every field value on one list row, including the list-specific columns. All fields are returned unless narrowed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, list, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_list_field_dropdown_options":{"id":"affinity_list_list_field_dropdown_options","name":"Affinity List List Field Dropdown Options","description":"List the selectable options on a dropdown, ranked-dropdown, or status-dropdown field of a list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_fields":{"id":"affinity_list_list_fields","name":"Affinity List List Fields","description":"List the fields available on one list, including its list-specific columns. Use these Field IDs when reading or writing list entries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Stage\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_lists":{"id":"affinity_list_lists","name":"Affinity List Lists","description":"Page through the lists in the organization that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive substring match on the list name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_meetings":{"id":"affinity_list_meetings","name":"Affinity List Meetings","description":"Page through past and upcoming meetings with their organizer and attendees.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merge_tasks":{"id":"affinity_list_merge_tasks","name":"Affinity List Merge Tasks","description":"Page through merge tasks, each summarizing how many of its merges are in progress, succeeded, or failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge tasks to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on status only, e.g. \\"status=in-progress\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merges":{"id":"affinity_list_merges","name":"Affinity List Merges","description":"Page through the company or person merges the organization has run, with the status and the records involved in each.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merges to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over status or taskId, e.g. \\"status=failed\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_note_attached_companies":{"id":"affinity_list_note_attached_companies","name":"Affinity List Note Attached Companies","description":"List the companies directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_opportunities":{"id":"affinity_list_note_attached_opportunities","name":"Affinity List Note Attached Opportunities","description":"List the opportunities directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_persons":{"id":"affinity_list_note_attached_persons","name":"Affinity List Note Attached Persons","description":"List the persons directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_replies":{"id":"affinity_list_note_replies","name":"Affinity List Note Replies","description":"Page through the replies on one note, including AI Notetaker replies.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID whose replies to read"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_notes":{"id":"affinity_list_notes","name":"Affinity List Notes","description":"Page through every note the caller can see. Replies are excluded.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return, e.g. [\\"repliesCount\\",\\"personsPreview\\",\\"companiesPreview\\",\\"opportunitiesPreview\\"]. Those four fields are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_opportunities":{"id":"affinity_list_opportunities","name":"Affinity List Opportunities","description":"Page through opportunities. Field data lives on the list entry, not here — read it through the list or saved view the opportunity belongs to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these opportunity IDs, e.g. [1, 2, 3]"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_persons":{"id":"affinity_list_persons","name":"Affinity List Persons","description":"Page through persons. Persons come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these person IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_reminders":{"id":"affinity_list_reminders","name":"Affinity List Reminders","description":"Page through the reminders the caller can see. Filter by status to surface what is overdue.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_saved_view_entries":{"id":"affinity_list_saved_view_entries","name":"Affinity List Saved View Entries","description":"Page through the rows of a saved view. The view\'s own filters and columns decide which rows and which field data come back.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"viewId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The saved view ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_saved_views":{"id":"affinity_list_saved_views","name":"Affinity List Saved Views","description":"List the saved views on a list that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_transcript_fragments":{"id":"affinity_list_transcript_fragments","name":"Affinity List Transcript Fragments","description":"Page through everything said in a meeting, segment by segment with the speaker.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"transcriptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The transcript ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_transcripts":{"id":"affinity_list_transcripts","name":"Affinity List Transcripts","description":"Page through meeting transcript metadata. Read one transcript to get what was actually said.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_users":{"id":"affinity_list_users","name":"Affinity List Users","description":"Page through the internal users in the organization. Email addresses and roles are returned only to callers with the \\"Manage Users\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive match across first name, last name, and primary email"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over id or status, e.g. \\"status=active\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_search_companies":{"id":"affinity_search_companies","name":"Affinity Search Companies","description":"Search companies by filters, sorts, and a free-text term. Requires the \\"Export All Organizations directory\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Filter group as {operator: \\"and\\"|\\"or\\", filters: [...]}, at most 50 leaves. Each leaf is {valueType, fieldId, operator, value}, and a leaf may itself be a nested group"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text term matched against the searchable fields. At least 3 characters"},"searchFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs the search term is matched against. Defaults to the searchable fields"},"sorts":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order as [{fieldId, direction: \\"asc\\"|\\"desc\\", attributeId?}], up to 5, applied in order"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_search_files":{"id":"affinity_search_files","name":"Affinity Search Files","description":"Search files by keyword, ordered by relevance. Narrow to specific files or to one company, or leave both unset to search the whole account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to search for. Between 3 and 500 characters"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the search to these file IDs. Cannot be combined with Company ID"},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the search to one company\'s files. Cannot be combined with file IDs"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of files to return, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_search_list_entries":{"id":"affinity_search_list_entries","name":"Affinity Search List Entries","description":"Search the rows of one list by filters, sorts, and a free-text term. Requires the \\"Export data from Lists\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID to search"},"filters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Filter group as {operator: \\"and\\"|\\"or\\", filters: [...]}, at most 50 leaves. Each leaf is {valueType, fieldId, operator, value}, and a leaf may itself be a nested group"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text term matched against the searchable fields. At least 3 characters"},"searchFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs the search term is matched against. Defaults to the searchable fields"},"sorts":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order as [{fieldId, direction: \\"asc\\"|\\"desc\\", attributeId?}], up to 5, applied in order"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. 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Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost backlinks), or \\"since:YYYY-MM-DD\\" (backlinks found since a date)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_backlinks":{"id":"ahrefs_backlinks","name":"Ahrefs Backlinks","description":"Get a list of backlinks pointing to a target domain or URL. 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Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_backlinks_stats":{"id":"ahrefs_backlinks_stats","name":"Ahrefs Backlinks Stats","description":"Get backlink and referring domain totals for a target domain or URL, both currently live and across all time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_batch_analysis":{"id":"ahrefs_batch_analysis","name":"Ahrefs Batch Analysis","description":"Get bulk SEO metrics (Domain Rating, backlinks, referring domains, organic traffic, and more) for multiple domains or URLs in a single request. Useful for comparing many competitors at once.","version":"1.0.0","params":{"targets":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of domains or URLs to analyze. Example: \\"example.com,competitor.com\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode applied to every target: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"protocol":{"type":"string","required":false,"visibility":"user-or-llm","description":"Protocol applied to every target: \\"both\\" (default), \\"http\\", or \\"https\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_broken_backlinks":{"id":"ahrefs_broken_backlinks","name":"Ahrefs Broken Backlinks","description":"Get a list of broken backlinks pointing to a target domain or URL. Useful for identifying link reclamation opportunities.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_domain_rating":{"id":"ahrefs_domain_rating","name":"Ahrefs Domain Rating","description":"Get the Domain Rating (DR) and Ahrefs Rank for a target domain. Domain Rating shows the strength of a website\'s backlink profile on a scale from 0 to 100.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze (e.g., example.com)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date for historical data in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_domain_rating_history":{"id":"ahrefs_domain_rating_history","name":"Ahrefs Domain Rating History","description":"Get the historical Domain Rating (DR) trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_keyword_overview":{"id":"ahrefs_keyword_overview","name":"Ahrefs Keyword Overview","description":"Get detailed metrics for a keyword including search volume, keyword difficulty, CPC, clicks, and traffic potential.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The keyword to analyze"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_keywords_history":{"id":"ahrefs_keywords_history","name":"Ahrefs Keywords History","description":"Get the historical organic keyword ranking distribution for a target domain or URL over a date range: how many keywords rank in each position bucket at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_metrics":{"id":"ahrefs_metrics","name":"Ahrefs Metrics","description":"Get a one-call organic and paid search overview for a target domain or URL: organic traffic, organic keywords, paid traffic, paid keywords, and estimated traffic cost.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_metrics_history":{"id":"ahrefs_metrics_history","name":"Ahrefs Metrics History","description":"Get the historical organic and paid traffic trend for a target domain or URL over a date range: organic traffic/cost and paid traffic/cost at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_organic_competitors":{"id":"ahrefs_organic_competitors","name":"Ahrefs Organic Competitors","description":"Get domains that compete with a target domain or URL for the same organic keywords, ranked by keyword overlap.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}},"hostedApiKey":"none"},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. 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true, also returns unpublished (Draft) job postings. The endpoint already returns both listed and unlisted published postings by default, so this only adds drafts."},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of a specific job board to filter postings to. If omitted, returns postings on the primary external job board."}},"hostedApiKey":"none"},"ashby_list_jobs":{"id":"ashby_list_jobs","name":"Ashby List Jobs","description":"Lists all jobs in an Ashby organization. By default returns Open, Closed, and Archived jobs. Specify status to filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100). 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Succeeds without changing anything if a table of the same name already exists.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database to create the table in"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the table to create"},"columnSchema":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated CSL column schema (e.g., Timestamp:datetime, Level:string, Count:long)"},"tableProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional table properties clause contents, e.g. docstring=\\"Raw logs\\", folder=\\"Ingest\\""}},"hostedApiKey":"none"},"azure_data_explorer_drop_table":{"id":"azure_data_explorer_drop_table","name":"Azure Data Explorer Drop Table","description":"Drop a table from an Azure Data Explorer database. This permanently deletes the table and its data, and returns the tables that remain.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database containing the table"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the table to drop"},"ifExists":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Succeed instead of failing when the table does not exist"}},"hostedApiKey":"none"},"azure_data_explorer_ingest_from_query":{"id":"azure_data_explorer_ingest_from_query","name":"Azure Data Explorer Ingest From Query","description":"Materialize the result of a KQL query into a table with .set, .append, .set-or-append, or .set-or-replace. Use this to build rollup or summary tables instead of pushing rows from a workflow. Kusto matches the query result to the target table by column type and position, NOT by column name, so project the columns in exactly the table\'s order or the data lands in the wrong columns.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database containing the target table"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table to ingest the query result into"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"set (create, fail if it exists), append (add to an existing table), set-or-append (default), or set-or-replace (replace all data)"},"sourceQuery":{"type":"string","required":true,"visibility":"user-or-llm","description":"KQL query whose result becomes the ingested data (e.g., LogsTable | where Level == \\"Error\\" | where Timestamp > ago(1h)). Project the columns in the target table\'s order — matching is positional, not by name"},"async":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return immediately with an OperationId and keep ingesting in the background. Check progress with Show Operations"},"ingestionProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional ingestion properties clause contents, e.g. distributed=true, tags=\'[\\"daily\\"]\'"}},"hostedApiKey":"none"},"azure_data_explorer_ingest_inline":{"id":"azure_data_explorer_ingest_inline","name":"Azure Data Explorer Ingest Inline","description":"Push rows directly into an Azure Data Explorer table with .ingest inline. Data is parsed as CSV against the table schema unless an ingestion property says otherwise. Intended for small batches — use queued or streaming ingestion for production volumes.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database containing the target table"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table to ingest into. Its schema is the assumed schema for the data"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rows to ingest, one record per line, parsed as CSV by default (e.g., \\"Shoes,1000\\\\nWide Shoes,50\\")"},"ingestionProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ingestion properties clause contents, e.g. format=\\"json\\", ingestionMappingReference=\\"mymapping\\""}},"hostedApiKey":"none"},"azure_data_explorer_list_databases":{"id":"azure_data_explorer_list_databases","name":"Azure Data Explorer List Databases","description":"List the databases on an Azure Data Explorer cluster that the service principal can access.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"}},"hostedApiKey":"none"},"azure_data_explorer_list_functions":{"id":"azure_data_explorer_list_functions","name":"Azure Data Explorer List Functions","description":"List the stored functions in an Azure Data Explorer database, with their parameters and bodies, so an agent can reuse existing logic instead of rewriting it.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database whose stored functions should be listed"}},"hostedApiKey":"none"},"azure_data_explorer_list_tables":{"id":"azure_data_explorer_list_tables","name":"Azure Data Explorer List Tables","description":"List the tables in an Azure Data Explorer database, with their folder and docstring.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database whose tables should be listed"}},"hostedApiKey":"none"},"azure_data_explorer_management":{"id":"azure_data_explorer_management","name":"Azure Data Explorer Management Command","description":"Run an Azure Data Explorer management command (a control command starting with \\".\\") such as .show, .create, .alter, or .drop. Write commands change cluster state permanently; use the Query operation for reads.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"command":{"type":"string","required":true,"visibility":"user-or-llm","description":"Management command text, starting with \\".\\" (e.g., .show table Events details)"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database context for the command. Required for all commands except cluster-level ones such as .show databases"}},"hostedApiKey":"none"},"azure_data_explorer_query":{"id":"azure_data_explorer_query","name":"Azure Data Explorer Query","description":"Run a Kusto Query Language (KQL) query against an Azure Data Explorer database and return the primary result table.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database to run the query against"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"KQL query text (e.g., StormEvents | where State == \\"FLORIDA\\" | summarize count() by EventType)"},"properties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Kusto request properties object, e.g. {\\"Options\\":{\\"servertimeout\\":\\"00:04:00\\",\\"queryconsistency\\":\\"strongconsistency\\"}}"},"readOnly":{"type":"boolean","required":false,"visibility":"user-only","description":"Send x-ms-readonly so the cluster rejects any request that would change data"}},"hostedApiKey":"none"},"azure_data_explorer_show_database_schema":{"id":"azure_data_explorer_show_database_schema","name":"Azure Data Explorer Show Database Schema","description":"Read the full schema of an Azure Data Explorer database as a flat list of every table and column, so an agent can discover the data model in one call.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database whose schema should be read"}},"hostedApiKey":"none"},"azure_data_explorer_show_ingestion_failures":{"id":"azure_data_explorer_show_ingestion_failures","name":"Azure Data Explorer Show Ingestion Failures","description":"List ingestion failures recorded for a database, with the failing table, error code, root cause detail, and whether the failure is permanent or transient. Failures are retained for 14 days.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database whose ingestion failures should be listed"},"operationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Limit results to a single ingestion operation ID"}},"hostedApiKey":"none"},"azure_data_explorer_show_operations":{"id":"azure_data_explorer_show_operations","name":"Azure Data Explorer Show Operations","description":"Check the state of administrative operations on a cluster, such as an async ingestion. Given an operation ID it returns that operation latest update; with no ID it returns the operations from the last two weeks.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database context for the command"},"operationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Operation ID to check, e.g. the ID returned by an async ingestion"}},"hostedApiKey":"none"},"azure_data_explorer_show_table_details":{"id":"azure_data_explorer_show_table_details","name":"Azure Data Explorer Show Table Details","description":"Read size, row count, hot-cache footprint, and effective policies for a table — or for every table in the database when no table is given. Use it to see how much data a table actually holds before querying it.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database to read table details from"},"table":{"type":"string","required":false,"visibility":"user-or-llm","description":"Table to describe. Omit to describe every table in the database"}},"hostedApiKey":"none"},"azure_data_explorer_show_table_schema":{"id":"azure_data_explorer_show_table_schema","name":"Azure Data Explorer Show Table Schema","description":"Read the column schema of an Azure Data Explorer table in CSL form (e.g., \\"Timestamp:datetime,Level:string\\"). Use this before writing a KQL query against an unfamiliar table.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database containing the table"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table whose schema should be read"}},"hostedApiKey":"none"},"azure_devops_add_comment":{"id":"azure_devops_add_comment","name":"Azure DevOps Add Comment","description":"Add a comment to a work item in Azure DevOps.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item to comment on"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text (HTML supported, e.g. \\"<p>My comment</p>\\")"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}},"hostedApiKey":"none"},"azure_devops_create_work_item":{"id":"azure_devops_create_work_item","name":"Azure DevOps Create Work Item","description":"Create a new Basic-process work item (Issue, Task, or Epic) in Azure DevOps. Returns the created work item with its assigned ID.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Basic-process work item type to create (\\"Issue\\", \\"Task\\", or \\"Epic\\"). Use Issue for bug or defect tracking."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the new work item"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML description of the work item (optional)"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email or display name of the user to assign the work item to (optional)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority of the work item (1 = Critical, 2 = High, 3 = Medium, 4 = Low)"},"effort":{"type":"number","required":false,"visibility":"user-or-llm","description":"Effort (Microsoft.VSTS.Scheduling.Effort). Basic process: Issue only."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date (Microsoft.VSTS.Scheduling.StartDate), ISO 8601. Basic process: Epic only."},"targetDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target date (Microsoft.VSTS.Scheduling.TargetDate), ISO 8601. Basic process: Epic only."},"activity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Activity (Microsoft.VSTS.Common.Activity). One of Deployment, Design, Development, Documentation, Requirements, Testing. Basic process: Task only."},"remainingWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Remaining work hours (Microsoft.VSTS.Scheduling.RemainingWork). Basic process: Task only."},"completedWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Completed work hours (Microsoft.VSTS.Scheduling.CompletedWork). Basic process: Task only."},"areaPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Area path for the work item, e.g. \\"MyProject\\\\\\\\Team\\" (optional)"},"iterationPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Iteration path for the work item, e.g. \\"MyProject\\\\\\\\Sprint 1\\" (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated tags, e.g. \\"issue; p1; auth\\" (optional)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}},"hostedApiKey":"none"},"azure_devops_get_build_log":{"id":"azure_devops_get_build_log","name":"Azure DevOps Get Build Log","description":"Fetch the text content of a specific build log in Azure DevOps. Use List Build Logs first to get the log ID. Optionally retrieve only a line range with startLine/endLine.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID containing the log"},"logId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The log entry ID to fetch (from List Build Logs)"},"startLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"First line to return (1-based, inclusive)"},"endLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"Last line to return (1-based, inclusive)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}},"hostedApiKey":"none"},"azure_devops_get_build_timeline":{"id":"azure_devops_get_build_timeline","name":"Azure DevOps Get Build Timeline","description":"Get the execution timeline for an Azure DevOps build — every stage, job, and task with its result and log ID. Use this to identify which steps failed before fetching their logs with Get Build Log.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the build whose timeline to retrieve"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}},"hostedApiKey":"none"},"azure_devops_get_comments":{"id":"azure_devops_get_comments","name":"Azure DevOps Get Comments","description":"List comments for an Azure DevOps work item.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item whose comments should be listed"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return"},"continuationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token for paginating comments"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether deleted comments should be returned"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional comment data to include: none, reactions, renderedText, renderedTextOnly, all"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for comments: asc or desc"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}},"hostedApiKey":"none"},"azure_devops_get_pipeline":{"id":"azure_devops_get_pipeline","name":"Azure DevOps Get Pipeline","description":"Get details for a specific pipeline in an Azure DevOps project, including configuration and repository info.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the pipeline to retrieve"},"pipelineVersion":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific revision of the pipeline to retrieve (defaults to latest)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}},"hostedApiKey":"none"},"azure_devops_get_pipeline_run":{"id":"azure_devops_get_pipeline_run","name":"Azure DevOps Get Pipeline Run","description":"Get details for a specific pipeline run in an Azure DevOps project. 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schedule","items":{"type":"object","description":"Availability interval","properties":{"days":{"type":"array","description":"Days of the week (Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, Sunday)"},"startTime":{"type":"string","description":"Start time in HH:MM format"},"endTime":{"type":"string","description":"End time in HH:MM format"}}}}},"oauth":{"required":true,"provider":"calcom"},"hostedApiKey":"none"},"calendly_cancel_event":{"id":"calendly_cancel_event","name":"Calendly Cancel Event","description":"Cancel a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID to cancel. 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Format: E.164 phone number (e.g., \\"+14155551234\\")"},"eventGuests":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional guests to copy on the invite. Format: array of email strings (max 10, e.g., [\\"guest@example.com\\"])"}},"hostedApiKey":"none"},"calendly_create_invitee_no_show":{"id":"calendly_create_invitee_no_show","name":"Calendly Mark Invitee No-Show","description":"Mark an invitee of a scheduled event as a no-show","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"inviteeUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full invitee URI to mark as a no-show. 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Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"User URI (required for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook scope. 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Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/invitee_no_shows/abc123-def456\\")"}},"hostedApiKey":"none"},"calendly_delete_webhook":{"id":"calendly_delete_webhook","name":"Calendly Delete Webhook","description":"Delete a webhook subscription","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"webhookUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook subscription UUID to delete. 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Format: UUID (e.g., \\"abc123-def456\\"), full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\"), or the constant \\"me\\" for the authenticated user"}},"hostedApiKey":"none"},"calendly_list_event_invitees":{"id":"calendly_list_event_invitees","name":"Calendly List Event Invitees","description":"Retrieve a list of invitees for a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. 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Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"email":{"type":"string","required":false,"visibility":"user-only","description":"Filter memberships by member email address"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role. Format: \\"owner\\", \\"admin\\", or \\"user\\""},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. 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Resolve a name or website to one with Look Up Organizations, which never charges credits."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date to return, as YYYY-MM-DD. Must be on or after 2024-01-01 and within the last 24 months. 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Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_investments":{"id":"cbinsights_get_org_investments","name":"CB Insights Get Organization Investments","description":"Retrieve the rounds in which one organization invested in another, with AI-generated insights extracting the key themes of each deal.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_management_and_board":{"id":"cbinsights_get_org_management_and_board","name":"CB Insights Get Organization Management and Board","description":"Retrieve an organization\'s leadership team and board members with their education, work history, and board seats, plus the Management factor of its Mosaic Score.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"titleIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights person title IDs to filter the people returned, e.g. [50, 75]"}},"hostedApiKey":"none"},"cbinsights_get_org_outlook":{"id":"cbinsights_get_org_outlook","name":"CB Insights Get Organization Outlook","description":"Retrieve an organization\'s current Mosaic Score, Commercial Maturity level, and two-year IPO and M&A exit probabilities, with the signals driving each.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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Filters people to attendees of meetings so tagged"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"The maximum number of people to return"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_tags":{"id":"circleback_list_tags","name":"Circleback List Tags","description":"Lists every tag available to the authenticated Circleback user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"}},"hostedApiKey":"none"},"circleback_remove_tag_from_meetings":{"id":"circleback_remove_tag_from_meetings","name":"Circleback Remove Tag from Meetings","description":"Removes a Circleback tag from one or more meetings and returns the updated meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag to remove"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of the meetings to remove the tag from"}},"hostedApiKey":"none"},"circleback_search_meetings":{"id":"circleback_search_meetings","name":"Circleback Search Meetings","description":"Searches Circleback meetings by name and content, with optional filters for specific meetings, tags, and people.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to search for across meeting names and content"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated meeting IDs to restrict the search to"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to restrict the search to"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of attendees to restrict the search to"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_update_action_item":{"id":"circleback_update_action_item","name":"Circleback Update Action Item","description":"Updates the title, description, status, or assignee of a Circleback action item. 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org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON 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for the user (minimum 8 characters)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the user"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the user"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system identifier (must be unique)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object, readable from frontend)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object, backend only)"},"unsafeMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Unsafe metadata (JSON object, modifiable from frontend)"},"skipPasswordChecks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip password validation 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authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}},"hostedApiKey":"none"},"clerk_get_jwt_template":{"id":"clerk_get_jwt_template","name":"Get JWT Template from Clerk","description":"Retrieve a single custom JWT template by ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the JWT template to retrieve"}},"hostedApiKey":"none"},"clerk_get_organization":{"id":"clerk_get_organization","name":"Get Organization from Clerk","description":"Retrieve a single organization by ID or slug from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API 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filter)"},"spaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only entries in this space (use at most one location filter)"},"includeTaskTags":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task tags in the response"},"includeLocationNames":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include list, folder, and space names in the response"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_get_workspaces":{"id":"clickup_get_workspaces","name":"ClickUp Get Workspaces","description":"List the ClickUp workspaces (teams) available to the connected account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_remove_custom_field_value":{"id":"clickup_remove_custom_field_value","name":"ClickUp Remove Custom Field Value","description":"Remove the value of a custom field from a ClickUp task (does not delete the field itself)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the task to remove the custom field value from"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"UUID of the custom field to clear"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_remove_tag_from_task":{"id":"clickup_remove_tag_from_task","name":"ClickUp Remove Tag From Task","description":"Remove a tag from a ClickUp 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ClickUp"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the workspace (team) to search tasks in"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to fetch (starts at 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field: id, created, updated, or due_date"},"reverse":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return tasks in reverse order"},"subtasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include subtasks (excluded by default)"},"includeClosed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include closed tasks (excluded by default)"},"includeMarkdownDescription":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return task descriptions in Markdown format"},"listIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter by list IDs","items":{"type":"string","description":"A ClickUp list ID"}},"spaceIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter by space IDs","items":{"type":"string","description":"A ClickUp space ID"}},"folderIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter by folder IDs","items":{"type":"string","description":"A ClickUp folder ID"}},"statuses":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter tasks by status names","items":{"type":"string","description":"A status name"}},"assignees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter tasks by assignee user IDs","items":{"type":"string","description":"A ClickUp user ID"}},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter tasks by tag names","items":{"type":"string","description":"A tag name"}},"dueDateGt":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only tasks due after this Unix timestamp in milliseconds"},"dueDateLt":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only tasks due before this Unix timestamp in milliseconds"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_set_custom_field_value":{"id":"clickup_set_custom_field_value","name":"ClickUp Set Custom Field Value","description":"Set the value of a custom field on a ClickUp task (the value shape depends on the field type)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the task to set the custom field on"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"UUID of the custom field (find it with the Get Custom Fields or Get Task operations)"},"value":{"type":"json","required":true,"visibility":"user-or-llm","description":"Value to set. The shape depends on the field type: text/number fields take a plain value, label fields take an array of option UUIDs, dropdown fields take an option UUID"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_start_timer":{"id":"clickup_start_timer","name":"ClickUp Start Timer","description":"Start a timer for the authenticated user in a ClickUp workspace","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the workspace (team) to start the timer in"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task ID to associate the timer with"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the time entry"},"billable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the entry is billable"},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"Time entry tag names to apply","items":{"type":"string","description":"A time entry tag name"}}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_stop_timer":{"id":"clickup_stop_timer","name":"ClickUp Stop Timer","description":"Stop the authenticated user\'s currently running timer in a ClickUp workspace","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the workspace (team) the timer is running in"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_update_checklist":{"id":"clickup_update_checklist","name":"ClickUp Update Checklist","description":"Rename or reorder a checklist on a ClickUp task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"checklistId":{"type":"string","required":true,"visibility":"user-or-llm","description":"UUID of the checklist to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the checklist"},"position":{"type":"number","required":false,"visibility":"user-or-llm","description":"New position of the checklist on the task (0 places it first)"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_update_checklist_item":{"id":"clickup_update_checklist_item","name":"ClickUp Update Checklist Item","description":"Update a checklist 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under"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_update_comment":{"id":"clickup_update_comment","name":"ClickUp Update Comment","description":"Update the content, assignee, or resolved state of a ClickUp task comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the comment to update"},"commentText":{"type":"string","required":false,"visibility":"user-or-llm","description":"New content for the comment"},"assignee":{"type":"number","required":false,"visibility":"user-or-llm","description":"User ID to assign the comment to"},"resolved":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the comment is resolved"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_update_task":{"id":"clickup_update_task","name":"ClickUp Update Task","description":"Update an existing task in ClickUp","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the task to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the task"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New plain text description (use a single space to clear)"},"markdownContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"New Markdown description (takes precedence over description)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the task (must exist in the list)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority: 1 (urgent), 2 (high), 3 (normal), 4 (low)"},"dueDate":{"type":"number","required":false,"visibility":"user-or-llm","description":"New due date as a Unix timestamp in milliseconds"},"dueDateTime":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the due date includes a time of day"},"startDate":{"type":"number","required":false,"visibility":"user-or-llm","description":"New start date as a Unix timestamp in milliseconds"},"startDateTime":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the start date includes a time of day"},"timeEstimate":{"type":"number","required":false,"visibility":"user-or-llm","description":"New time estimate in milliseconds"},"points":{"type":"number","required":false,"visibility":"user-or-llm","description":"New sprint points value"},"parent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent task ID to move this task under (cannot be cleared)"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive the task, false to unarchive"},"assigneesToAdd":{"type":"array","required":false,"visibility":"user-or-llm","description":"User IDs to add as assignees","items":{"type":"number","description":"A ClickUp user ID"}},"assigneesToRemove":{"type":"array","required":false,"visibility":"user-or-llm","description":"User IDs to remove from assignees","items":{"type":"number","description":"A ClickUp user ID"}}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_update_time_entry":{"id":"clickup_update_time_entry","name":"ClickUp Update Time Entry","description":"Update a time entry in a ClickUp workspace — description, start/end times, task, or billable 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milliseconds"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task ID to associate the entry with"},"billable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the entry is billable"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_upload_attachment":{"id":"clickup_upload_attachment","name":"ClickUp Upload Attachment","description":"Upload a file to a ClickUp task as an attachment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the task to attach the file to"},"file":{"type":"file","required":true,"visibility":"user-only","description":"File to attach to the task"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"cloudflare_create_access_application":{"id":"cloudflare_create_access_application","name":"Cloudflare Create Access Application","description":"Creates a Cloudflare Access (Zero Trust) application that puts an identity check in front of a hostname. Until at least one policy is attached the application denies everyone, so pair this with \\"Create Access Policy\\". Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be created through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access, e.g. internal.example.com or example.com/admin. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with. Leave empty to allow all configured providers"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects, e.g. [\\"<POLICY_ID>\\"]"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {\\"auth_type\\":\\"saml\\",\\"consumer_service_url\\":\\"https://example.com/acs\\",\\"sp_entity_id\\":\\"https://example.com\\"}; OIDC, e.g. {\\"auth_type\\":\\"oidc\\",\\"client_id\\":\\"...\\",\\"redirect_uris\\":[\\"https://example.com/callback\\"]}"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_policy":{"id":"cloudflare_create_access_policy","name":"Cloudflare Create Access Policy","description":"Creates a Cloudflare Access (Zero Trust) policy on an application, deciding who may reach it. A policy takes effect on live traffic as soon as it is created — an allow policy with a broad include rule grants access immediately. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to attach the policy to"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity (service tokens and other non-identity rules), or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic — matching any one selects the policy. Example: [{\\"email\\":{\\"email\\":\\"user@example.com\\"}}] or [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic — matching any one rejects the request"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic — all of them must match"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_service_token":{"id":"cloudflare_create_access_service_token","name":"Cloudflare Create Access Service Token","description":"Creates a Cloudflare Access (Zero Trust) service token so a machine can authenticate to Access-protected applications. This is the only response that ever contains the client secret — Cloudflare will not return it again, so capture it in the same run. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the service token"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long the token stays valid before it expires, e.g. 8760h. Defaults to Cloudflare\'s standard lifetime"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_dns_record":{"id":"cloudflare_create_dns_record","name":"Cloudflare Create DNS Record","description":"Creates a new DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the DNS record in"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\", \\"NS\\", \\"SRV\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record name (e.g., \\"example.com\\" or \\"subdomain.example.com\\")"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address for A records, target for CNAME)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic, default: 1)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy (default: false)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_r2_bucket":{"id":"cloudflare_create_r2_bucket","name":"Cloudflare Create R2 Bucket","description":"Creates an R2 object storage bucket in an account. The location hint and jurisdiction are fixed at creation and cannot be changed later. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new bucket"},"locationHint":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region hint for where the bucket should live: apac, eeur, enam, weur, wnam, or oc. Cannot be changed after creation"},"storageClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default storage class for objects: Standard or InfrequentAccess"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to create the bucket in: default, eu, or fedramp. Cannot be changed after creation"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_rate_limit_rule":{"id":"cloudflare_create_rate_limit_rule","name":"Cloudflare Create Rate Limiting Rule","description":"Creates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API (the legacy rate_limits endpoint is no longer available). Run \\"List Rate Limiting Rules\\" first to get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to add the rate limiting rule to"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to, e.g. (http.request.uri.path matches \\"^/api/\\")"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one. Example: cf.colo.id,ip.src"},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded, e.g. block, managed_challenge, js_challenge, challenge, or log. Defaults to block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied after the limit is exceeded. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted, when it differs from the matching expression"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset":{"id":"cloudflare_create_ruleset","name":"Cloudflare Create Ruleset","description":"Creates a zone ruleset for a phase, optionally seeded with its first rules. Use this when a phase has no entry point ruleset yet — reading the entry point returns 404 on a zone that has never had a rule in that phase, and rules can only be appended to a ruleset that already exists. Create the entry point with kind \\"zone\\" and the target phase (for example http_ratelimit for rate limiting rules or http_request_firewall_custom for WAF custom rules), then use the returned ruleset ID for later rule operations. Requires an API token with Zone WAF Edit (or another matching ruleset Edit permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the ruleset in"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Human-readable name for the ruleset"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_ratelimit, http_request_firewall_custom, http_request_firewall_managed, http_request_transform, http_request_dynamic_redirect"},"kind":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ruleset kind: zone or custom. Use zone to create a phase entry point ruleset and custom for a ruleset an execute rule deploys. Defaults to zone. \\"root\\" is the account-level phase entry point and \\"managed\\" is Cloudflare-owned, so neither can be created on this zone-scoped endpoint"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the ruleset"},"rules":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of rules to seed the ruleset with, in evaluation order. Each rule takes action, expression, and optionally description, enabled, action_parameters, and ratelimit"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset_rule":{"id":"cloudflare_create_ruleset_rule","name":"Cloudflare Create Ruleset Rule","description":"Adds a rule to a zone ruleset. Use \\"Get Phase Entry Point Ruleset\\" first to find the ruleset ID for the phase you want (for example http_request_firewall_custom for a WAF custom rule, or http_request_firewall_managed with action \\"execute\\" to deploy a managed ruleset). The rule is appended to the end of the ruleset unless a position is given. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to add the rule to"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs. Valid values depend on the phase — e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute (to deploy a managed ruleset)"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests, e.g. (ip.src.country in {\\"GB\\" \\"FR\\"}). Use \\"true\\" to match every request"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters. For an \\"execute\\" rule this carries the managed ruleset id and any overrides, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"action\\":\\"log\\"}}"},"position":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object placing the rule within the ruleset. Exactly one of {\\"before\\":\\"<RULE_ID>\\"}, {\\"after\\":\\"<RULE_ID>\\"}, or {\\"index\\":<1-based position>}"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_zone":{"id":"cloudflare_create_zone","name":"Cloudflare Create Zone","description":"Adds a new zone (domain) to the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The domain name to add (e.g., \\"example.com\\")"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zone type: \\"full\\" (Cloudflare manages DNS), \\"partial\\" (CNAME setup), or \\"secondary\\" (secondary DNS). Cloudflare also defines \\"internal\\", which is not creatable through this tool"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_application":{"id":"cloudflare_delete_access_application","name":"Cloudflare Delete Access Application","description":"Permanently deletes a Cloudflare Access (Zero Trust) application and every policy attached to it. The hostname it protected is immediately left without an Access identity check, so anyone who can reach it can reach the origin. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_policy":{"id":"cloudflare_delete_access_policy","name":"Cloudflare Delete Access Policy","description":"Permanently deletes a Cloudflare Access (Zero Trust) policy from an application. This changes who can reach the application the moment it runs: removing an allow policy locks out everyone it covered, and removing a deny or require policy drops that restriction. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_dns_record":{"id":"cloudflare_delete_dns_record","name":"Cloudflare Delete DNS Record","description":"Deletes a DNS record from a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_r2_bucket":{"id":"cloudflare_delete_r2_bucket","name":"Cloudflare Delete R2 Bucket","description":"Permanently deletes an R2 object storage bucket. Cloudflare only deletes an empty bucket, and the deletion cannot be undone. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to delete permanently"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_ruleset_rule":{"id":"cloudflare_delete_ruleset_rule","name":"Cloudflare Delete Ruleset Rule","description":"Permanently deletes a rule from a zone ruleset. This takes effect immediately on live traffic and cannot be undone — deleting a WAF custom rule, a managed-ruleset deployment, or a rate limiting rule removes that protection from the zone. Also use this to delete rate limiting rules, which live in the http_ratelimit phase ruleset. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_zone":{"id":"cloudflare_delete_zone","name":"Cloudflare Delete Zone","description":"Deletes a zone (domain) from the Cloudflare account.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_dns_analytics":{"id":"cloudflare_dns_analytics","name":"Cloudflare DNS Analytics","description":"Gets DNS analytics report for a zone including query counts and trends.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get DNS analytics for"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for analytics (ISO 8601, e.g., \\"2024-01-01T00:00:00Z\\") or relative (e.g., \\"-6h\\")"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for analytics (ISO 8601, e.g., \\"2024-01-31T23:59:59Z\\") or relative (e.g., \\"now\\")"},"metrics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated metrics to retrieve (e.g., \\"queryCount,uncachedCount,staleCount,responseTimeAvg,responseTimeMedian,responseTime90th,responseTime99th\\"). Optional in the API"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions to group by (e.g., \\"queryName,queryType,responseCode,responseCached,coloName,origin,dayOfWeek,tcp,ipVersion,querySizeBucket,responseSizeBucket\\")"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply to the data (e.g., \\"queryType==A\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for the result set. Fields must be included in metrics or dimensions (e.g., \\"+queryCount\\" or \\"-responseTimeAvg\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_access_application":{"id":"cloudflare_get_access_application","name":"Cloudflare Get Access Application","description":"Reads a single Cloudflare Access (Zero Trust) application, including its attached policies. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID (or audience tag) to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_r2_bucket":{"id":"cloudflare_get_r2_bucket","name":"Cloudflare Get R2 Bucket","description":"Reads the metadata of a single R2 object storage bucket. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to read"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset":{"id":"cloudflare_get_ruleset","name":"Cloudflare Get Ruleset","description":"Reads a single zone ruleset including every rule it contains, in evaluation order. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset_entrypoint":{"id":"cloudflare_get_ruleset_entrypoint","name":"Cloudflare Get Phase Entry Point Ruleset","description":"Reads the entry point ruleset for a phase on a zone, including all of its rules. This is how you find the ruleset ID you need before adding, updating, or deleting a rule — for example http_request_firewall_custom for WAF custom rules, http_request_firewall_managed for managed-ruleset deployments and overrides, or http_ratelimit for rate limiting rules. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read the phase entry point for"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_request_firewall_custom, http_request_firewall_managed, http_ratelimit, http_request_transform, http_request_dynamic_redirect"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel":{"id":"cloudflare_get_tunnel","name":"Cloudflare Get Tunnel","description":"Reads a single Cloudflare Tunnel (cloudflared), including its health status and active connector connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel_configuration":{"id":"cloudflare_get_tunnel_configuration","name":"Cloudflare Get Tunnel Configuration","description":"Reads the configuration of a remotely-managed Cloudflare Tunnel — its ingress rules, origin request settings, and WARP routing. Only tunnels whose configuration source is \\"cloudflare\\" have a remote configuration; locally-managed tunnels keep it in their own config file. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read the configuration for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_worker_script_settings":{"id":"cloudflare_get_worker_script_settings","name":"Cloudflare Get Worker Script Settings","description":"Reads the deployment settings of a single Workers script — bindings, compatibility date and flags, limits, observability, placement, and tail consumers. The plain \\"get script\\" endpoint in the Cloudflare API returns raw JavaScript source rather than JSON, so this settings endpoint is the structured way to inspect one script. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"scriptName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Workers script to read settings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone":{"id":"cloudflare_get_zone","name":"Cloudflare Get Zone","description":"Gets details for a specific zone (domain) by its ID.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to retrieve details for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone_settings":{"id":"cloudflare_get_zone_settings","name":"Cloudflare Get Zone Settings","description":"Reads zone settings such as SSL mode, minimum TLS version, security level, and caching level. Cloudflare retired the endpoint that read every setting in one request, so each setting is read individually — name the ones you need to keep the read small. Defaults to ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get settings for"},"settingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated setting IDs to read, e.g. \\"ssl,min_tls_version,security_level\\". Leave blank to read the default set (ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets). At most 40 settings per call."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_applications":{"id":"cloudflare_list_access_applications","name":"Cloudflare List Access Applications","description":"Lists the Cloudflare Access (Zero Trust) applications protecting an account. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application name"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by the primary hostname the application secures"},"aud":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application audience (AUD) tag"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across applications"},"exact":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the name and domain filters must match exactly"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of applications per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_groups":{"id":"cloudflare_list_access_groups","name":"Cloudflare List Access Groups","description":"Lists the reusable Cloudflare Access (Zero Trust) groups in an account. Groups bundle identity rules that policies can reference by ID. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access groups are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by group name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across groups"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of groups per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_identity_providers":{"id":"cloudflare_list_access_identity_providers","name":"Cloudflare List Access Identity Providers","description":"Lists the identity providers configured for Cloudflare Access (Zero Trust) in an account, such as Okta, Entra ID, Google Workspace, or a one-time PIN. Use the returned IDs to restrict an application with allowed_idps. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Identity providers are account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_policies":{"id":"cloudflare_list_access_policies","name":"Cloudflare List Access Policies","description":"Lists the Cloudflare Access (Zero Trust) policies attached to an application, in precedence order. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID whose policies should be listed"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of policies per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_service_tokens":{"id":"cloudflare_list_access_service_tokens","name":"Cloudflare List Access Service Tokens","description":"Lists the Cloudflare Access (Zero Trust) service tokens in an account, which let machines authenticate to Access-protected applications. Client secrets are never returned by this endpoint — only on creation. Requires an API token with Account Access: Service Tokens Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by service token name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across service tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service tokens per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_certificates":{"id":"cloudflare_list_certificates","name":"Cloudflare List Certificates","description":"Lists SSL/TLS certificate packs for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list certificates for"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"all\\" to include every certificate pack regardless of status. Cloudflare documents no other value for this filter; omitting it returns only active packs"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of paginated results (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of certificate packs per page (default: 20, min: 5, max: 50)"},"deploy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deployment environment: \\"staging\\" or \\"production\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_dns_records":{"id":"cloudflare_list_dns_records","name":"Cloudflare List DNS Records","description":"Lists DNS records for a specific zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list DNS records for"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record name (exact match)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record content (exact match)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default: 100, max: 5000000)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc or desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters: any or all (default: all)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (type, name, content, ttl, proxied)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by proxy status"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across record name, content, and value"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by an exact tag name"},"tag_match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag filter match logic: any or all. Only affects results when combined with multiple tag filter conditions; has no effect with the single exact-match Tag Filter above."},"commentFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter records by comment content (substring match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_managed_ruleset_overrides":{"id":"cloudflare_list_managed_ruleset_overrides","name":"Cloudflare List Managed Ruleset Overrides","description":"Lists the WAF managed rulesets deployed on a zone together with the overrides applied to each one. Cloudflare has no dedicated overrides endpoint — overrides live on the \\"execute\\" rules of the http_request_firewall_managed phase entry point ruleset, which this reads. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read managed ruleset deployments and overrides for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_r2_buckets":{"id":"cloudflare_list_r2_buckets","name":"Cloudflare List R2 Buckets","description":"Lists the R2 object storage buckets in an account. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"name_contains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return buckets whose name contains this substring"},"start_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket name to start listing after"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor returned by a previous call"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction by bucket name: asc or desc"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of buckets per page"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to list within: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rate_limit_rules":{"id":"cloudflare_list_rate_limit_rules","name":"Cloudflare List Rate Limiting Rules","description":"Lists the rate limiting rules on a zone by reading the http_ratelimit phase entry point ruleset. This uses the current Rulesets-based rate limiting API; the legacy rate_limits endpoint is no longer available. The returned ruleset ID is what \\"Create Rate Limiting Rule\\", \\"Update Rate Limiting Rule\\", and \\"Delete Ruleset Rule\\" need. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rate limiting rules for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rulesets":{"id":"cloudflare_list_rulesets","name":"Cloudflare List Rulesets","description":"Lists every ruleset defined on a zone across all phases (WAF custom rules, managed rules, rate limiting, transform rules, and more). The list response deliberately omits the rules inside each ruleset — use \\"Get Ruleset\\" to read them. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rulesets for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rulesets to return per page"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page, taken from the cursor output of a previous call. This endpoint paginates by cursor, not by page number"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_tunnels":{"id":"cloudflare_list_tunnels","name":"Cloudflare List Tunnels","description":"Lists the Cloudflare Tunnels (cloudflared) in an account, with their health status and active connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by exact tunnel name"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel health: inactive, degraded, healthy, or down"},"uuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel UUID"},"is_deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return deleted tunnels instead of active ones"},"include_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include tunnels whose name starts with this prefix"},"exclude_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exclude tunnels whose name starts with this prefix"},"existed_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that existed at this RFC 3339 timestamp"},"was_active_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were active at this RFC 3339 timestamp"},"was_inactive_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were inactive at this RFC 3339 timestamp"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tunnels per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_routes":{"id":"cloudflare_list_worker_routes","name":"Cloudflare List Worker Routes","description":"Lists the Workers routes on a zone, showing which URL patterns are handled by which Worker script. Unlike the Workers script endpoints, routes are zone-scoped. Requires an API token with Zone Workers Routes Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list Workers routes for. Routes are zone-scoped, not account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_scripts":{"id":"cloudflare_list_worker_scripts","name":"Cloudflare List Worker Scripts","description":"Lists the Workers scripts deployed in an account. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter scripts by tag. Cloudflare expects a comma-separated list of tag:allowed pairs where allowed is yes or no, e.g. team:core:yes,deprecated:no"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_zones":{"id":"cloudflare_list_zones","name":"Cloudflare List Zones","description":"Lists all zones (domains) in the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by domain name (e.g., \\"example.com\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by zone status: \\"initializing\\", \\"pending\\", \\"active\\", or \\"moved\\""},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of zones per page (default: 20, max: 50)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by account ID"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, status, account.id, account.name, plan.id)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters (any, all). Default: all"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_purge_cache":{"id":"cloudflare_purge_cache","name":"Cloudflare Purge Cache","description":"Purges cached content for a zone. Can purge everything or specific files/tags/hosts/prefixes.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to purge cache for"},"purge_everything":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to purge all cached content. Mutually exclusive with files, tags, hosts, and prefixes"},"files":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to purge from cache"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of cache tags to purge (Enterprise only)"},"hosts":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of hostnames to purge (Enterprise only)"},"prefixes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URL prefixes to purge (Enterprise only)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_revoke_access_service_token":{"id":"cloudflare_revoke_access_service_token","name":"Cloudflare Revoke Access Service Token","description":"Permanently deletes a Cloudflare Access (Zero Trust) service token, revoking it. Every machine or integration still presenting that client ID and secret is locked out of the Access-protected applications immediately, and the secret cannot be recovered. This cannot be undone. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"serviceTokenId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The service token ID to revoke permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_application":{"id":"cloudflare_update_access_application","name":"Cloudflare Update Access Application","description":"Updates a Cloudflare Access (Zero Trust) application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every field the application should keep, because an omitted field may revert to its default and widen or break access. Read the current configuration with \\"Get Access Application\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to update"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be written through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. {\\"auth_type\\":\\"saml\\",\\"consumer_service_url\\":\\"https://example.com/acs\\",\\"sp_entity_id\\":\\"https://example.com\\"}; OIDC, e.g. {\\"auth_type\\":\\"oidc\\",\\"client_id\\":\\"...\\",\\"redirect_uris\\":[\\"https://example.com/callback\\"]}"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_policy":{"id":"cloudflare_update_access_policy","name":"Cloudflare Update Access Policy","description":"Updates a Cloudflare Access (Zero Trust) policy on an application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every rule the policy should keep, because an omitted exclude or require rule may be dropped and widen who gets in. The change applies to live traffic immediately. Read the current policy with \\"List Access Policies\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity, or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic. Example: [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_dns_record":{"id":"cloudflare_update_dns_record","name":"Cloudflare Update DNS Record","description":"Updates an existing DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to update"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record name"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_rate_limit_rule":{"id":"cloudflare_update_rate_limit_rule","name":"Cloudflare Update Rate Limiting Rule","description":"Updates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API. Cloudflare replaces the rule definition rather than merging it, so send the complete rule — every field you omit is reset. Run \\"List Rate Limiting Rules\\" first to read the current definition and get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the rule"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rate limiting rule ID to update"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one."},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded: block, managed_challenge, js_challenge, challenge, or log. Required because this endpoint replaces the rule rather than merging into it — a defaulted action would silently convert an existing log or challenge rule into a hard block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters for the mitigation action, e.g. {\\"response\\":{\\"status_code\\":429,\\"content\\":\\"{\\\\\\"error\\\\\\":\\\\\\"rate limited\\\\\\"}\\",\\"content_type\\":\\"application/json\\"}} for a custom block response. Because the update replaces the rule, omitting it resets action_parameters to {} and the rule falls back to Cloudflare\'s default block page"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_ruleset_rule":{"id":"cloudflare_update_ruleset_rule","name":"Cloudflare Update Ruleset Rule","description":"Updates a rule in a zone ruleset. Cloudflare replaces the rule definition rather than merging it, so you must send every field you want the rule to keep — any field you omit is reset to its default. Read the current rule with \\"Get Ruleset\\" first. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to update"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs, e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute. Required because this endpoint replaces the rule definition — omitting it resets the stored action"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests. Required because this endpoint replaces the rule definition — omitting it resets the stored expression"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"rules\\":[{\\"id\\":\\"<RULE_ID>\\",\\"action\\":\\"log\\",\\"enabled\\":true,\\"score_threshold\\":40}]}}. Required on an execute rule and must be sent on every update: the endpoint replaces the rule, so omitting it resets action_parameters to {} — which unbinds the managed ruleset the rule deploys and every override under it"},"ratelimit":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON rate limiting configuration to preserve on a rule in the http_ratelimit phase, e.g. {\\"characteristics\\":[\\"cf.colo.id\\",\\"ip.src\\"],\\"period\\":60,\\"requests_per_period\\":100}. Because the update replaces the rule, omitting this on a rate limiting rule stops it rate limiting"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_zone_setting":{"id":"cloudflare_update_zone_setting","name":"Cloudflare Update Zone Setting","description":"Updates a specific zone setting such as SSL mode, security level, cache level, or other configuration.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to update settings for"},"settingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Setting to update (e.g., \\"ssl\\", \\"security_level\\", \\"cache_level\\", \\"always_use_https\\", \\"browser_cache_ttl\\", \\"http3\\", \\"min_tls_version\\", \\"ciphers\\")"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"New value for the setting as a string, or a JSON string for complex values (e.g., \\"full\\" for SSL, \\"medium\\" for security_level, \\"aggressive\\" for cache_level, [\\"ECDHE-RSA-AES128-GCM-SHA256\\"] for ciphers)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudformation_cancel_update_stack":{"id":"cloudformation_cancel_update_stack","name":"CloudFormation Cancel Update Stack","description":"Cancel an in-progress stack update and roll back to the last known stable state","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack whose update should be cancelled"}},"hostedApiKey":"none"},"cloudformation_create_change_set":{"id":"cloudformation_create_change_set","name":"CloudFormation Create Change Set","description":"Preview the changes a stack create or update would make before applying them","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the stack to create or update (new name for CREATE type, existing name for UPDATE)"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new change set"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack (UPDATE change sets only)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"changeSetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"CREATE (default, new stack), UPDATE (existing stack), or IMPORT (import existing resources)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the change set for reference"}},"hostedApiKey":"none"},"cloudformation_create_stack":{"id":"cloudformation_create_stack","name":"CloudFormation Create Stack","description":"Create a new CloudFormation stack from a template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new stack (must be unique in the Region)"},"templateBody":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND) required when the template creates IAM resources or uses macros"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"},"onFailure":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action to take on creation failure: ROLLBACK (default), DELETE, or DO_NOTHING"},"timeoutInMinutes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Amount of time before the stack creation times out and rolls back"}},"hostedApiKey":"none"},"cloudformation_delete_stack":{"id":"cloudformation_delete_stack","name":"CloudFormation Delete 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access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default: 50)"}},"hostedApiKey":"none"},"cloudformation_describe_stacks":{"id":"cloudformation_describe_stacks","name":"CloudFormation Describe Stacks","description":"List and describe CloudFormation stacks","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stack name or ID to describe (omit to list all stacks)"}},"hostedApiKey":"none"},"cloudformation_detect_stack_drift":{"id":"cloudformation_detect_stack_drift","name":"CloudFormation Detect Stack Drift","description":"Initiate drift detection on a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID to detect drift on"}},"hostedApiKey":"none"},"cloudformation_execute_change_set":{"id":"cloudformation_execute_change_set","name":"CloudFormation Execute Change 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validation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required if stackName is not provided"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of a deployed stack to summarize instead of a template body"}},"hostedApiKey":"none"},"cloudformation_list_stack_resources":{"id":"cloudformation_list_stack_resources","name":"CloudFormation List Stack Resources","description":"List all resources in a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"}},"hostedApiKey":"none"},"cloudformation_update_stack":{"id":"cloudformation_update_stack","name":"CloudFormation Update Stack","description":"Update an existing CloudFormation stack with a new or previous template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to update"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new CloudFormation template body (JSON or YAML). Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack instead of providing templateBody"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"}},"hostedApiKey":"none"},"cloudformation_validate_template":{"id":"cloudformation_validate_template","name":"CloudFormation Validate Template","description":"Validate a CloudFormation template for syntax and structural correctness","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateBody":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML)"}},"hostedApiKey":"none"},"cloudtrail_cancel_query":{"id":"cloudtrail_cancel_query","name":"CloudTrail Cancel Query","description":"Cancel a running CloudTrail Lake query","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"queryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the query returned by Start Query"},"eventDataStoreOwnerAccountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID of the event data store owner, for a shared event data store"}},"hostedApiKey":"none"},"cloudtrail_describe_query":{"id":"cloudtrail_describe_query","name":"CloudTrail Describe Query","description":"Check the status, run time, and scan statistics of a CloudTrail Lake query","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"queryId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the query returned by Start Query. Supply this or queryAlias, not both"},"queryAlias":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query template alias; returns the last run for that alias. Supply this or queryId, not both"},"refreshId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dashboard refresh ID, used together with queryAlias"},"eventDataStoreOwnerAccountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID of the event data store owner, for a shared event data store"}},"hostedApiKey":"none"},"cloudtrail_describe_trails":{"id":"cloudtrail_describe_trails","name":"CloudTrail Describe Trails","description":"Retrieve the full configuration of one or more CloudTrail trails in the current Region","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"trailNameList":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated trail names or ARNs. Leave empty to describe every trail in the Region. Trails in another Region must be given as ARNs"},"includeShadowTrails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include shadow trails (replications of trails created in another Region, and organization trails in member accounts). Defaults to true"}},"hostedApiKey":"none"},"cloudtrail_get_event_data_store":{"id":"cloudtrail_get_event_data_store","name":"CloudTrail Get Event Data Store","description":"Retrieve the configuration of a single CloudTrail Lake event data store","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"eventDataStore":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event data store ARN, or the ID suffix of that ARN"}},"hostedApiKey":"none"},"cloudtrail_get_event_selectors":{"id":"cloudtrail_get_event_selectors","name":"CloudTrail Get Event Selectors","description":"Read which management, data, and network activity events a CloudTrail trail is configured to log","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"trailName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trail name or trail ARN"}},"hostedApiKey":"none"},"cloudtrail_get_insight_selectors":{"id":"cloudtrail_get_insight_selectors","name":"CloudTrail Get Insight Selectors","description":"Read which CloudTrail Insights types are enabled on a trail or event data store","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"trailName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trail name or trail ARN. Cannot be combined with eventDataStore"},"eventDataStore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event data store ARN, or the ID suffix of that ARN. Cannot be combined with trailName"}},"hostedApiKey":"none"},"cloudtrail_get_query_results":{"id":"cloudtrail_get_query_results","name":"CloudTrail Get Query Results","description":"Fetch a page of result rows from a finished CloudTrail Lake query","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"queryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the query returned by Start Query"},"maxQueryResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum rows to return on a single page, 1 to 1000"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous results request"},"eventDataStoreOwnerAccountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID of the event data store owner, for a shared event data store"}},"hostedApiKey":"none"},"cloudtrail_get_trail":{"id":"cloudtrail_get_trail","name":"CloudTrail Get Trail","description":"Retrieve the settings of a single CloudTrail trail by name or ARN","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trail name, or the trail ARN for a trail in another Region"}},"hostedApiKey":"none"},"cloudtrail_get_trail_status":{"id":"cloudtrail_get_trail_status","name":"CloudTrail Get Trail Status","description":"Check whether a CloudTrail trail is logging and surface its most recent delivery errors","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trail name, or the trail ARN. 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Host-modifying commands need the Active Responder or Admin endpoints. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"RTR session ID returned by Init RTR Session"},"baseCommand":{"type":"string","required":true,"visibility":"user-or-llm","description":"Read-only RTR base command family, one of: cat, cd, clear, csrutil, env, eventlog, filehash, getsid, help, history, ifconfig, ipconfig, ls, mount, netstat, ps, reg, users. 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Requires the \\"Alerts: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"compositeIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike composite alert IDs"},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_get_case_details":{"id":"crowdstrike_get_case_details","name":"CrowdStrike Get Case Details","description":"Get CrowdStrike Falcon Case Management case records for one or more case IDs (POST /cases/entities/cases/v2). Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"caseIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike case IDs"}},"hostedApiKey":"none"},"crowdstrike_get_host_group_details":{"id":"crowdstrike_get_host_group_details","name":"CrowdStrike Get Host Group Details","description":"Get CrowdStrike Falcon host group records for one or more group IDs (GET /devices/entities/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"hostGroupIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host group IDs"}},"hostedApiKey":"none"},"crowdstrike_get_indicator_details":{"id":"crowdstrike_get_indicator_details","name":"CrowdStrike Get Indicator Details","description":"Get custom CrowdStrike Falcon indicator of compromise (IOC) records for one or more IOC IDs (GET /iocs/entities/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicatorIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike IOC IDs"}},"hostedApiKey":"none"},"crowdstrike_get_rtr_command_status":{"id":"crowdstrike_get_rtr_command_status","name":"CrowdStrike Get RTR Command Status","description":"Get the status and output of a Real Time Response command by cloud request ID (GET /real-time-response/entities/command/v1). Long output is chunked across sequences, so increment the sequence ID to read the next chunk. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"cloudRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloud request ID returned by Execute RTR Command"},"sequenceId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Output chunk to retrieve, starting at 0"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_aggregates":{"id":"crowdstrike_get_sensor_aggregates","name":"CrowdStrike Get Sensor Aggregates","description":"Aggregate CrowdStrike Identity Protection sensors from a JSON aggregate query body (POST /identity-protection/aggregates/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"aggregateQuery":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON aggregate query body documented by CrowdStrike for sensor aggregates"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_details":{"id":"crowdstrike_get_sensor_details","name":"CrowdStrike Get Sensor Details","description":"Get CrowdStrike Identity Protection sensor details for one or more device IDs (POST /identity-protection/entities/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"ids":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike sensor device IDs"}},"hostedApiKey":"none"},"crowdstrike_get_vulnerability_details":{"id":"crowdstrike_get_vulnerability_details","name":"CrowdStrike Get Vulnerability Details","description":"Get CrowdStrike Falcon Spotlight vulnerability records for one or more vulnerability IDs, including CVE, affected host, application, and remediation details (GET /spotlight/entities/vulnerabilities/v2). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"vulnerabilityIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of Spotlight vulnerability IDs (maximum 400 per request)"}},"hostedApiKey":"none"},"crowdstrike_init_rtr_session":{"id":"crowdstrike_init_rtr_session","name":"CrowdStrike Init RTR Session","description":"Open a CrowdStrike Falcon Real Time Response session against a host so read-only commands can be run on it (POST /real-time-response/entities/sessions/v1). This connects a live remote shell to the endpoint. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host agent ID (AID) to open the session against"},"queueOffline":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Queue the session so it runs when an offline host comes back online"},"origin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional session origin string recorded by CrowdStrike"}},"hostedApiKey":"none"},"crowdstrike_perform_host_action":{"id":"crowdstrike_perform_host_action","name":"CrowdStrike Perform Host Action","description":"Act on CrowdStrike Falcon hosts (POST /devices/entities/devices-actions/v2). Actions: contain, lift_containment, hide_host, unhide_host, detection_suppress, detection_unsuppress. contain network-isolates the host so it can only reach the Falcon cloud; hide_host removes the host record from the console. Both are immediately disruptive. Up to 100 host IDs per call. Requires the \\"Hosts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: contain, lift_containment, hide_host, unhide_host, detection_suppress, or detection_unsuppress. \\"contain\\" network-isolates the host; \\"hide_host\\" removes it from the Falcon console."},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of up to 100 CrowdStrike host agent IDs (AIDs) to act on"}},"hostedApiKey":"none"},"crowdstrike_perform_host_group_action":{"id":"crowdstrike_perform_host_group_action","name":"CrowdStrike Perform Host Group Action","description":"Add hosts to or remove hosts from a CrowdStrike Falcon static host group (POST /devices/entities/host-group-actions/v1). Group membership drives policy assignment, so changing it changes which policies apply to those hosts. Requires the \\"Host groups: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: add-hosts or remove-hosts"},"hostGroupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host group ID to modify (static groups only)"},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host agent IDs (AIDs) to add to or remove from the group"}},"hostedApiKey":"none"},"crowdstrike_query_alerts":{"id":"crowdstrike_query_alerts","name":"CrowdStrike Query Alerts","description":"Search CrowdStrike Falcon alerts with a Falcon Query Language filter and return their composite IDs. Uses the current Alerts API (GET /alerts/queries/alerts/v2), which replaced the Detects API decommissioned on September 30, 2025. Requires the \\"Alerts: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over alert fields"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all alert metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of alert IDs to return (max 10000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the alert query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\""},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_query_cases":{"id":"crowdstrike_query_cases","name":"CrowdStrike Query Cases","description":"Search CrowdStrike Falcon Case Management cases with a Falcon Query Language filter and return their IDs (GET /cases/queries/cases/v1). Case Management supersedes the CrowdScore Incidents API, which CrowdStrike has removed from its published API spec. Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter. Exact-match fields include cid and id; wildcard fields include assigned_to_name and assigned_to_uuid; range fields include created_timestamp and updated_timestamp."},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all case metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of case IDs to return (max 10000, default 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the case query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\" or \\"status|asc\\""}},"hostedApiKey":"none"},"crowdstrike_query_host_groups":{"id":"crowdstrike_query_host_groups","name":"CrowdStrike Query Host Groups","description":"Search CrowdStrike Falcon host groups with a Falcon Query Language filter and return their IDs (GET /devices/queries/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over host group fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of host group IDs to return (1-5000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the host group query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"name.asc\\" or \\"modified_timestamp.desc\\""}},"hostedApiKey":"none"},"crowdstrike_query_indicators":{"id":"crowdstrike_query_indicators","name":"CrowdStrike Query Indicators","description":"Search custom CrowdStrike Falcon indicators of compromise (IOCs) with a Falcon Query Language filter and return their IDs (GET /iocs/queries/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over IOC fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of IOC IDs to return (default 100). CrowdStrike publishes no maximum for this endpoint; Sim caps it at 500 to keep a single request bounded"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset. Mutually exclusive with the after cursor; use after beyond 10,000 IOCs."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Mutually exclusive with offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression. Supported fields include action, applied_globally, created_by, created_on, expiration, expired, modified_by, modified_on, severity_number, source, type, and value."}},"hostedApiKey":"none"},"crowdstrike_query_sensors":{"id":"crowdstrike_query_sensors","name":"CrowdStrike Query Sensors","description":"Search CrowdStrike Identity Protection sensors -- the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors -- and return their device IDs (GET /identity-protection/queries/devices/v1). Sort uses the dot form, for example status.desc. Requires the \\"Identity Protection Entities: Read\\" API scope, a separate entitlement from Hosts and Alerts.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter for identity sensor search"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sensor records to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the identity sensor query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for identity sensor results"}},"hostedApiKey":"none"},"crowdstrike_query_vulnerabilities":{"id":"crowdstrike_query_vulnerabilities","name":"CrowdStrike Query Vulnerabilities","description":"Search CrowdStrike Falcon Spotlight vulnerabilities with a required Falcon Query Language filter and return their IDs (GET /spotlight/queries/vulnerabilities/v1). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Falcon Query Language filter (required by Spotlight). Filterable fields include status, aid, cid, last_seen_within, cve.id, cve.severity, cve.exprt_rating, cve.is_cisa_kev, cve.base_score, host_info.platform_name, host_info.groups, host_info.tags, host_info.internet_exposure, and suppression_info.is_suppressed."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of vulnerability IDs to return (1-400, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Spotlight does not support offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"updated_timestamp|desc\\" or \\"closed_timestamp|asc\\""}},"hostedApiKey":"none"},"crowdstrike_update_alerts":{"id":"crowdstrike_update_alerts","name":"CrowdStrike Update Alerts","description":"Update CrowdStrike Falcon alerts by composite ID: change status, assign or unassign an analyst, add or remove tags, append a comment, or toggle visibility (PATCH /alerts/entities/alerts/v3). This modifies live alerts in the Falcon console. Requires the \\"Alerts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"compositeIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike composite alert IDs to update"},"updateStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"New alert status: new, in_progress, reopened, or closed"},"assignToUuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user UUID"},"assignToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user ID, such as user@example.com"},"assignToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon username, such as John Doe"},"unassign":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Clear the assigned user UUID, user ID, and username from the alert"},"appendComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to append to the alert in the Falcon console"},"addTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to add to the alert"},"removeTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to remove from the alert"},"removeTagsByPrefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Remove every tag on the alert that starts with this prefix"},"showInUi":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the alert is displayed in the Falcon console"},"actionParameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Raw JSON array of additional CrowdStrike action parameters, each shaped { \\"name\\": string, \\"value\\": string }"},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_update_indicators":{"id":"crowdstrike_update_indicators","name":"CrowdStrike Update Indicators","description":"Update custom CrowdStrike Falcon indicators of compromise by ID (PATCH /iocs/entities/indicators/v1). DESTRUCTIVE: omitted fields may be cleared, so read each indicator with crowdstrike_get_indicator_details first and resend its full field set with your edits applied. Changing action or scope changes prevention behavior fleet-wide. type and value are immutable. Requires the \\"IOC Management: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicators":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of indicators to update. Each entry requires id, and should also repeat every field it wants to keep: an updatable field the entry omits may be cleared. Updatable fields: action, severity, description, source, tags (array), platforms (array), applied_globally (boolean), host_groups (array), expiration (ISO 8601), mobile_action, metadata ({ filename }). type and value cannot be changed."},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Audit comment explaining why these indicators were updated"},"retrodetects":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to generate retroactive detections for the updated indicators"},"ignoreWarnings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to apply the updates even when CrowdStrike returns warnings"}},"hostedApiKey":"none"},"crunchbase_autocomplete":{"id":"crunchbase_autocomplete","name":"Crunchbase Autocomplete","description":"Suggest Crunchbase entities matching a typed query, returning the permalinks and UUIDs the lookup and search operations take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to autocomplete against, e.g. \\"airbnb\\""},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to search, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Suggestions to return, max 25 (default 10)"}},"hostedApiKey":"none"},"crunchbase_get_acquisition":{"id":"crunchbase_get_acquisition","name":"Crunchbase Get Acquisition","description":"Look up a single Crunchbase acquisition by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Acquisition permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"acquiree_organization\\",\\"acquirer_organization\\"]. Available: acquiree_organization, acquirer_organization, fields, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_entity":{"id":"crunchbase_get_entity","name":"Crunchbase Get Entity","description":"Look up a single entity in any Crunchbase collection — events, jobs, ipos, funds, investments, press references, insights, predictions, and more — by permalink or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Leave empty to accept the default projection the API returns; list the valid ids with the Get Fields Metadata operation."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include. The valid ids differ per collection, and a card returns at most 100 items — use the Get Entity Card operation to page past that."}},"hostedApiKey":"none"},"crunchbase_get_entity_card":{"id":"crunchbase_get_entity_card","name":"Crunchbase Get Entity Card","description":"Page through one related-entity card of a Crunchbase entity — an investor\'s investments, a company\'s founders, a round\'s investors — past the 100-item cap an inline card request returns.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisitions, addresses, categories, category_groups, degrees, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, market_insights, micro_categories, organizations, ownerships, people."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Card to page through, e.g. \\"participated_investments\\" on a person, \\"founders\\" on an organization, or \\"investors\\" on a funding round. Valid ids differ per collection."},"cardFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return on each card item, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\"]. The identifier is always requested alongside these, because the next-page cursor is read from it."},"cardOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for the card, e.g. \\"funding_round_money_raised desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Card items to return per page, 1-100"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last card item on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first card item on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_get_fields_metadata":{"id":"crunchbase_get_fields_metadata","name":"Crunchbase Get Fields Metadata","description":"List the field ids, types, and descriptions each Crunchbase collection publishes, which is how the field_ids and query predicates of the other operations are discovered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to describe, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."}},"hostedApiKey":"none"},"crunchbase_get_funding_round":{"id":"crunchbase_get_funding_round","name":"Crunchbase Get Funding Round","description":"Look up a single Crunchbase funding round by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Funding round permalink (e.g. \\"tesla-motors-series-c--12345678\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"investors\\",\\"organization\\"]. Available: fields, investments, investors, lead_investors, organization, partners, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_organization":{"id":"crunchbase_get_organization","name":"Crunchbase Get Organization","description":"Look up a single Crunchbase organization by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization permalink (e.g. \\"tesla-motors\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"founders\\",\\"headquarters_address\\"]. Available on every license tier: child_organizations, child_ownerships, event_appearances, fields, founders, headquarters_address, parent_organization, parent_ownership. Richer packages add acquiree_acquisitions, acquirer_acquisitions, investors, ipos, jobs, participated_funding_rounds, participated_funds, participated_investments, press_references, raised_funding_rounds, raised_funds, raised_investments. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_person":{"id":"crunchbase_get_person","name":"Crunchbase Get Person","description":"Look up a single Crunchbase person by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person permalink (e.g. \\"elon-musk\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"jobs\\",\\"primary_organization\\"]. Available on every license tier: degrees, event_appearances, fields, founded_organizations, jobs, primary_job, primary_organization. Advanced Financials adds participated_funding_rounds, participated_funds, participated_investments, partner_funding_rounds, partner_investments, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_list_deleted_entities":{"id":"crunchbase_list_deleted_entities","name":"Crunchbase List Deleted Entities","description":"List entities Crunchbase has deleted, so a mirrored copy can be pruned in step with the source.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the feed to a single collection: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, or press_references. Which of them your key can read depends on your Crunchbase package. Leave empty to read the feed across collections."},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to include when reading the cross-collection feed, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, press_references. Ignored when a single collection is set."},"deletedAtOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by deletion time: \\"asc\\" (default) or \\"desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return per page, 1-25 (default 10)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last row on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first row on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_search_acquisitions":{"id":"crunchbase_search_acquisitions","name":"Crunchbase Search Acquisitions","description":"Search Crunchbase acquisitions with filter predicates on announced date, price, acquisition type, and the companies involved.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return as columns, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_entities":{"id":"crunchbase_search_entities","name":"Crunchbase Search Entities","description":"Search any Crunchbase collection — events, jobs, ipos, funds, investments, press references, layoffs, insights, predictions, and more — with filter predicates.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection to search. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates."},"fieldIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to return as columns for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Required — the valid ids differ per collection; list them with the Get Fields Metadata operation."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"updated_at\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_funding_rounds":{"id":"crunchbase_search_funding_rounds","name":"Crunchbase Search Funding Rounds","description":"Search Crunchbase funding rounds with filter predicates on announced date, investment type, amount raised, and investors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return as columns, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_organizations":{"id":"crunchbase_search_organizations","name":"Crunchbase Search Organizations","description":"Search Crunchbase companies, investors, and schools with filter predicates on funding, headcount, location, category, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"categories\\",\\"operator_id\\":\\"includes\\",\\"values\\":[\\"biotechnology\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_org\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_people":{"id":"crunchbase_search_people","name":"Crunchbase Search People","description":"Search Crunchbase people — founders, executives, and investors — with filter predicates on job title, organization, location, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"primary_job_title\\",\\"operator_id\\":\\"contains\\",\\"values\\":[\\"Founder\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_person\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"cursor_add_followup":{"id":"cursor_add_followup","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_add_followup_v2":{"id":"cursor_add_followup_v2","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_delete_agent":{"id":"cursor_delete_agent","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. This action cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_delete_agent_v2":{"id":"cursor_delete_agent_v2","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_download_artifact":{"id":"cursor_download_artifact","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_download_artifact_v2":{"id":"cursor_download_artifact_v2","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent. Returns the file for execution storage.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_get_agent":{"id":"cursor_get_agent","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_agent_v2":{"id":"cursor_get_agent_v2","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_api_key_info":{"id":"cursor_get_api_key_info","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_api_key_info_v2":{"id":"cursor_get_api_key_info_v2","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_conversation":{"id":"cursor_get_conversation","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_conversation_v2":{"id":"cursor_get_conversation_v2","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses. 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Range: \\"0s\\" or \\"5s\\" to \\"50s\\". 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Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}},"hostedApiKey":"none"},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}},"hostedApiKey":"none"},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}},"hostedApiKey":"none"},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. 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Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. 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The default incident type is used when omitted"},"isTest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this is a test incident"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of user-defined incident fields, e.g. {\\"severity\\": {\\"type\\": \\"dropdown\\", \\"value\\": \\"SEV-2\\"}}"},"notificationHandles":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated handles to notify on creation (e.g., \\"@slack-incidents,@user@example.com\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_monitor":{"id":"datadog_create_monitor","name":"Datadog Create Monitor","description":"Create a new monitor/alert in Datadog. Monitors can track metrics, service checks, events, and more.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor name"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor type: metric alert, service check, event alert, process alert, log alert, query alert, composite, synthetics alert, slo alert"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor query (e.g., \\"avg(last_5m):avg:system.cpu.idle{*} < 20\\", \\"logs(\\"status:error\\").index(\\"main\\").rollup(\\"count\\").last(\\"5m\\") > 100\\")"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to include with notifications. Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_slo":{"id":"datadog_create_slo","name":"Datadog Create SLO","description":"Create a service level objective from a metric query, monitors, or a time-slice condition.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the SLO (e.g., \\"Checkout API availability\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"SLO type: \\"metric\\" (supply query) or \\"monitor\\" (supply monitorIds). Time-slice SLOs are not supported here because they need an SLI specification this tool does not send."},"thresholds":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of thresholds, e.g. [{\\"timeframe\\": \\"30d\\", \\"target\\": 99.9, \\"warning\\": 99.95}]"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the SLO"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"env:prod,team:core\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"For metric SLOs, JSON with numerator and denominator, e.g. {\\"numerator\\": \\"sum:requests{status:ok}.as_count()\\", \\"denominator\\": \\"sum:requests{*}.as_count()\\"}"},"monitorIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs, comma-separated monitor IDs (e.g., \\"123,456\\")"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs with a single monitor, comma-separated monitor groups (e.g., \\"env:prod,role:mysql\\")"},"targetThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary target threshold (e.g., 99.9)"},"warningThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary warning threshold, must be greater than the target (e.g., 99.95)"},"timeframe":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary timeframe: \\"7d\\", \\"30d\\", or \\"90d\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_dashboard":{"id":"datadog_delete_dashboard","name":"Datadog Delete Dashboard","description":"Delete a dashboard by ID.","version":"1.0.0","params":{"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the dashboard to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_slo":{"id":"datadog_delete_slo","name":"Datadog Delete SLO","description":"Permanently delete a service level objective. 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Requires the Incident Management `incident_read` permission; the Incidents API is in public beta.","version":"1.0.0","params":{"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the incident (e.g., \\"00000000-0000-0000-1234-000000000000\\")"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated related resources to include (e.g., \\"users\\", \\"attachments\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include. Valid values are \\"all\\", \\"alert\\", \\"warn\\", and \\"no data\\" (e.g., \\"alert,warn\\")."},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_security_signal":{"id":"datadog_get_security_signal","name":"Datadog Get Security Signal","description":"Get the details of a single Cloud SIEM security signal. 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When supplied, the response includes the remaining error budget for a custom timeframe"},"applyCorrection":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to apply SLO corrections (defaults to true)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_results":{"id":"datadog_get_synthetics_results","name":"Datadog Get Synthetic Test Results","description":"Get the latest result summaries (up to the last 150 runs) for a Synthetic API test.","version":"1.0.0","params":{"publicId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The public ID of the Synthetic API test"},"fromTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds from which to start querying results"},"toTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds up to which to query results"},"probeDc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated locations to query results for (e.g., \\"aws:eu-west-3\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_test":{"id":"datadog_get_synthetics_test","name":"Datadog Get Synthetic Test","description":"Get the configuration of a Synthetic test by public ID. 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Requires the `apm_service_catalog_read` permission.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service definitions per page (default: 10, max: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"schemaVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema version to return (e.g., \\"v2\\", \\"v2.1\\", \\"v2.2\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_slos":{"id":"datadog_list_slos","name":"Datadog List SLOs","description":"List service level objectives, optionally filtered by IDs, name, tags, or underlying metrics query.","version":"1.0.0","params":{"ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SLO IDs to fetch (e.g., \\"id1,id2\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO name (e.g., \\"checkout latency\\")"},"tagsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by a single SLO tag (e.g., \\"env:prod\\")"},"metricsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO numerator and denominator (e.g., \\"aws.elb.request_count\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of SLOs to return (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset of the first SLO returned (e.g., 0, 50)"},"isDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Return only deleted SLOs"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_synthetics_tests":{"id":"datadog_list_synthetics_tests","name":"Datadog List Synthetic Tests","description":"List all Synthetic tests (API, browser, and mobile) with their current status.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tests returned per page (default: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress its notifications. Use Unmute Monitor to reverse it, or schedule a downtime instead when you want a planned, auditable maintenance window.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). 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Use qualifiers like language:python, stars:>1000, topic:react, user:owner, org:name","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (language:, stars:, forks:, topic:, user:, org:, in:name,description,readme)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: stars, forks, help-wanted-issues, updated (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_search_users":{"id":"github_search_users","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_search_users_v2":{"id":"github_search_users_v2","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_star_gist":{"id":"github_star_gist","name":"GitHub Star Gist","description":"Star a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_star_gist_v2":{"id":"github_star_gist_v2","name":"GitHub Star Gist","description":"Star a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_star_repo":{"id":"github_star_repo","name":"GitHub Star Repository","description":"Star a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_star_repo_v2":{"id":"github_star_repo_v2","name":"GitHub Star Repository","description":"Star a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_status_check_rollup":{"id":"github_status_check_rollup","name":"GitHub Status Check Rollup","description":"Read the merged check-run and commit-status state for one commit SHA, including whether each check is required to merge a given pull request.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit SHA to read check state for"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number that decides which checks are required"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page (endCursor) to continue from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with checks and commit statuses read access"}},"hostedApiKey":"none"},"github_trigger_workflow":{"id":"github_trigger_workflow","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_trigger_workflow_v2":{"id":"github_trigger_workflow_v2","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_unstar_gist":{"id":"github_unstar_gist","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_unstar_gist_v2":{"id":"github_unstar_gist_v2","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_unstar_repo":{"id":"github_unstar_repo","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_unstar_repo_v2":{"id":"github_unstar_repo_v2","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_branch_protection":{"id":"github_update_branch_protection","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":false,"visibility":"user-or-llm","description":"Required status check configuration. Object with strict (boolean) and contexts (string array). Omit to disable status checks — GitHub receives an explicit null."},"enforce_admins":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators. Omit to disable admin enforcement — GitHub receives an explicit null."},"required_pull_request_reviews":{"type":"object","required":false,"visibility":"user-or-llm","description":"PR review requirements. Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews. Omit to disable review requirements — GitHub receives an explicit null."},"restrictions":{"type":"object","required":false,"visibility":"user-or-llm","description":"Push restrictions, available only for organization-owned repositories. Object with users (string array), teams (string array) and optional apps (string array). Omit to disable push restrictions — GitHub receives an explicit null."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_update_branch_protection_v2":{"id":"github_update_branch_protection_v2","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":false,"visibility":"user-or-llm","description":"Required status check configuration. Object with strict (boolean) and contexts (string array). Omit to disable status checks — GitHub receives an explicit null."},"enforce_admins":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators. Omit to disable admin enforcement — GitHub receives an explicit null."},"required_pull_request_reviews":{"type":"object","required":false,"visibility":"user-or-llm","description":"PR review requirements. Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews. Omit to disable review requirements — GitHub receives an explicit null."},"restrictions":{"type":"object","required":false,"visibility":"user-or-llm","description":"Push restrictions, available only for organization-owned repositories. Object with users (string array), teams (string array) and optional apps (string array). Omit to disable push restrictions — GitHub receives an explicit null."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_update_comment":{"id":"github_update_comment","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_comment_v2":{"id":"github_update_comment_v2","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_file":{"id":"github_update_file","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_update_file_v2":{"id":"github_update_file_v2","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_update_gist":{"id":"github_update_gist","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. Set to null to delete, or provide content to update/add"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_gist_v2":{"id":"github_update_gist_v2","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. Set to null to delete, or provide content to update/add"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_issue":{"id":"github_update_issue","name":"GitHub Update Issue","description":"Update an existing issue in a GitHub repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"issue_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description/body"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issue state (open or closed)"},"labels":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of label names (replaces all existing labels)"},"assignees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of usernames (replaces all existing assignees)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_issue_v2":{"id":"github_update_issue_v2","name":"GitHub Update Issue","description":"Update an existing issue in a GitHub repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"issue_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description/body"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issue state (open or closed)"},"labels":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of label names (replaces all existing labels)"},"assignees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of usernames (replaces all existing assignees)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_milestone":{"id":"github_update_milestone","name":"GitHub Update Milestone","description":"Update a milestone in a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"milestone_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Milestone number to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New milestone title"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state: open or closed"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description"},"due_on":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date (ISO 8601 format)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_milestone_v2":{"id":"github_update_milestone_v2","name":"GitHub Update Milestone","description":"Update a milestone in a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"milestone_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Milestone number to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New milestone title"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state: open or closed"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description"},"due_on":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date (ISO 8601 format)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_pr":{"id":"github_update_pr","name":"GitHub Update Pull Request","description":"Update an existing pull request in a GitHub repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request description (Markdown)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state (open or closed)"},"base":{"type":"string","required":false,"visibility":"user-or-llm","description":"New base branch name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_pr_v2":{"id":"github_update_pr_v2","name":"GitHub Update Pull Request","description":"Update an existing pull request in a GitHub repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request description (Markdown)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state (open or closed)"},"base":{"type":"string","required":false,"visibility":"user-or-llm","description":"New base branch name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_project":{"id":"github_update_project","name":"GitHub Update Project","description":"Update an existing GitHub Project V2. Can update title, description, visibility (public), or status (closed). Requires the project Node ID.","version":"1.0.0","params":{"project_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project Node ID (format: PVT_...)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project title"},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project short description"},"project_public":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project visibility (true = public, false = private)"},"closed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project status (true = closed, false = open)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with project write permissions"}},"hostedApiKey":"none"},"github_update_project_v2":{"id":"github_update_project_v2","name":"GitHub Update Project","description":"Update an existing GitHub Project V2. Can update title, description, visibility (public), or status (closed). Requires the project Node ID.","version":"2.0.0","params":{"project_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project Node ID (format: PVT_...)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project title"},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project short description"},"project_public":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project visibility (true = public, false = private)"},"closed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project status (true = closed, false = open)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with project write permissions"}},"hostedApiKey":"none"},"github_update_release":{"id":"github_update_release","name":"GitHub Update Release","description":"Update an existing GitHub release. Modify tag name, target commit, title, description, draft status, or prerelease status.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"release_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"The unique identifier of the release"},"tag_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the tag"},"target_commitish":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specifies the commitish value for where the tag is created from"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the release"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text describing the contents of the release (markdown supported)"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"true to set as draft, false to publish"},"prerelease":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"true to identify as a prerelease, false for a full release"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_update_release_v2":{"id":"github_update_release_v2","name":"GitHub Update Release","description":"Update an existing GitHub release. 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Defaults to UTC."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_get":{"id":"google_calendar_get","name":"Google Calendar Get Event","description":"Get a specific event from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to retrieve"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_get_v2":{"id":"google_calendar_get_v2","name":"Google Calendar Get Event","description":"Get a specific event from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to retrieve"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_instances":{"id":"google_calendar_instances","name":"Google Calendar Get Instances","description":"Get instances of a recurring event from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_instances_v2":{"id":"google_calendar_instances_v2","name":"Google Calendar Get Instances","description":"Get instances of a recurring event from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_invite":{"id":"google_calendar_invite","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_invite_v2":{"id":"google_calendar_invite_v2","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list":{"id":"google_calendar_list","name":"Google Calendar List Events","description":"List events from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list_acl":{"id":"google_calendar_list_acl","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list_acl_v2":{"id":"google_calendar_list_acl_v2","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list_calendars":{"id":"google_calendar_list_calendars","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list_calendars_v2":{"id":"google_calendar_list_calendars_v2","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list_v2":{"id":"google_calendar_list_v2","name":"Google Calendar List Events","description":"List events from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_contacts_create":{"id":"google_contacts_create","name":"Google Contacts Create","description":"Create a new contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"givenName":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the 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contact"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_delete":{"id":"google_contacts_delete","name":"Google Contacts Delete","description":"Delete a contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact to delete (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_get":{"id":"google_contacts_get","name":"Google Contacts Get","description":"Get a specific contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People 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The image must be publicly accessible and under 50 MB. When no index is provided, the image is appended to the end of the document.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to insert the image into"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image to insert"},"index":{"type":"number","required":false,"visibility":"user-or-llm","description":"The character index (the document body starts at index 1) at which to insert the image. When omitted, the image is appended to the end of the document."},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Optional image width in points (PT)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Optional image height in points (PT)"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_insert_page_break":{"id":"google_docs_insert_page_break","name":"Insert Page Break into Google Docs Document","description":"Insert a page break into a Google Docs document. 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When omitted, the table is appended to the end of the document."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_insert_text":{"id":"google_docs_insert_text","name":"Insert Text into Google Docs Document","description":"Insert text at a specific index in a Google Docs document. When no index is provided, text is appended to the end of the document. 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When omitted, text is appended to the end of the document."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_read":{"id":"google_docs_read","name":"Read Google Docs Document","description":"Read content from a Google Docs document","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Docs document ID"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_replace_text":{"id":"google_docs_replace_text","name":"Find and Replace Text in Google Docs Document","description":"Replace all occurrences of a search string with new text across a Google Docs document.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"searchText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text to find"},"replaceText":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to replace matches with. Use an empty string to delete matches."},"matchCase":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the search should be case sensitive. 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One of: LEFT, CENTER, RIGHT, JUSTIFY."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_update_text_style":{"id":"google_docs_update_text_style","name":"Apply Text Style in Google Docs Document","description":"Apply bold, italic, underline, and/or font size to a range of text in a Google Docs document, identified by its start and end character index.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range to style (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range to style (exclusive)"},"bold":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to make the text bold"},"italic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to make the text italic"},"underline":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to underline the text"},"fontSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"The font size to apply, in points (PT)"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_write":{"id":"google_docs_write","name":"Write to Google Docs Document","description":"Append content to a Google Docs document. 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For formatted output from Markdown, use the Create operation with the markdown toggle enabled.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"description":"The ID of the document to write to"},"content":{"type":"string","required":true,"description":"The content to write to the document"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_drive_copy":{"id":"google_drive_copy","name":"Copy Google Drive File","description":"Create a copy of a file in Google Drive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to copy"},"newName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the copied file (defaults to \\"Copy of [original name]\\")"},"destinationFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the folder to place the copy in (defaults to same location as original)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_drive_create_comment":{"id":"google_drive_create_comment","name":"Create Google Drive Comment","description":"Add a comment to a file in Google Drive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to comment on"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The plain text content of the comment"},"anchor":{"type":"string","required":false,"visibility":"user-or-llm","description":"A region of the document the comment refers to (JSON anchor 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Can be the member email address (e.g., user@example.com) or the unique member ID"}},"oauth":{"required":true,"provider":"google-groups"},"hostedApiKey":"none"},"google_groups_get_settings":{"id":"google_groups_get_settings","name":"Google Groups Get Settings","description":"Get the settings for a Google Group including access permissions, moderation, and posting options","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the group (e.g., team@example.com)"}},"oauth":{"required":true,"provider":"google-groups"},"hostedApiKey":"none"},"google_groups_has_member":{"id":"google_groups_has_member","name":"Google Groups Has Member","description":"Check if a user is a member of a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. 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Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. 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Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the table to"},"rows":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the table (minimum 1)"},"columns":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the table (minimum 1)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the table in points (default: 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the table in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_video":{"id":"google_slides_create_video","name":"Embed Video in Google Slides","description":"Embed a YouTube or Google Drive video on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the video to"},"source":{"type":"string","required":true,"visibility":"user-or-llm","description":"YOUTUBE or DRIVE"},"videoId":{"type":"string","required":true,"visibility":"user-or-llm","description":"YouTube video ID or Drive file ID"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 225)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_delete_object":{"id":"google_slides_delete_object","name":"Delete Object from Google Slides","description":"Delete a page element (shape, image, table, etc.) or an entire slide from a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the element or slide to delete"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_delete_paragraph_bullets":{"id":"google_slides_delete_paragraph_bullets","name":"Delete Paragraph Bullets in Google Slides","description":"Remove bullets/numbering from paragraphs in a shape or table cell.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to clear bullets from: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_delete_table_column":{"id":"google_slides_delete_table_column","name":"Delete Table Column in Google Slides","description":"Delete the column containing the reference cell from a table.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"tableObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of any cell in the column"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index identifying the column to delete"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_delete_table_row":{"id":"google_slides_delete_table_row","name":"Delete Table Row in Google Slides","description":"Delete the row containing the reference cell from a table.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"tableObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index identifying the row to delete"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of any cell in the row"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_delete_text":{"id":"google_slides_delete_text","name":"Delete Text in Google Slides","description":"Delete text from a shape or table cell. Use range type ALL to clear all text, or FIXED_RANGE / FROM_START_INDEX to delete a specific span.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to delete: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_duplicate_object":{"id":"google_slides_duplicate_object","name":"Duplicate Object in Google Slides","description":"Duplicate an object (slide, shape, image, table, etc.) in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the element or slide to duplicate"},"objectIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON object mapping source object IDs (within the slide being duplicated) to new object IDs for the duplicates. Format: {\\"sourceId1\\":\\"newId1\\",\\"sourceId2\\":\\"newId2\\"}"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_export_presentation":{"id":"google_slides_export_presentation","name":"Export Google Slides Presentation","description":"Export a presentation to PDF, PPTX, ODP, TXT, PNG, JPEG, or SVG via the Drive export endpoint. Stores the exported file as an execution file when execution context is available.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"exportFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Format: PDF (default), PPTX, ODP, TXT, PNG, JPEG, or SVG"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_get_page":{"id":"google_slides_get_page","name":"Get Slide Page","description":"Get detailed information about a specific slide/page in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to retrieve"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_get_thumbnail":{"id":"google_slides_get_thumbnail","name":"Get Slide Thumbnail","description":"Generate a thumbnail image of a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to get a thumbnail for"},"thumbnailSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"The size of the thumbnail: SMALL (200px), MEDIUM (800px), or LARGE (1600px). Defaults to MEDIUM."},"mimeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"The MIME type of the thumbnail image: PNG. Defaults to PNG."}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_group_objects":{"id":"google_slides_group_objects","name":"Group Objects in Google Slides","description":"Group two or more page elements on the same slide into a single object group.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"childrenObjectIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated object IDs of the elements to group (must be on the same slide)"},"groupObjectId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional object ID to assign to the new group"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_insert_table_columns":{"id":"google_slides_insert_table_columns","name":"Insert Table Columns in Google Slides","description":"Insert one or more columns into a table, left or right of a reference cell.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"tableObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the reference cell"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the reference cell"},"number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns to insert (minimum 1)"},"insertRight":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Insert to the right of the reference column instead of left (default false)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_insert_table_rows":{"id":"google_slides_insert_table_rows","name":"Insert Table Rows in Google Slides","description":"Insert one or more rows into a table, above or below a reference cell.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"tableObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the reference cell"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the reference cell"},"number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows to insert (minimum 1)"},"insertBelow":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Insert below the reference row instead of above (default false)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_insert_text":{"id":"google_slides_insert_text","name":"Insert Text in Google Slides","description":"Insert text into a shape or table cell in a Google Slides presentation. Use this to add text to text boxes, shapes, or table cells.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the shape or table cell to insert text into. For table cells, use the cell object ID."},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text to insert"},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The zero-based index at which to insert the text. 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If omitted, computed from provided fields."}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_update_table_cell_properties":{"id":"google_slides_update_table_cell_properties","name":"Update Table Cell Properties in Google Slides","description":"Update background fill and content alignment for a range of table cells.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the top-left cell of the range"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the top-left cell of the range"},"rowSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the range (minimum 1)"},"columnSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the range (minimum 1)"},"backgroundColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cell background color as hex (e.g. #F1F3F4)"},"backgroundAlpha":{"type":"number","required":false,"visibility":"user-or-llm","description":"Background fill opacity between 0.0 and 1.0"},"contentAlignment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vertical alignment of cell content: TOP, MIDDLE, or BOTTOM"},"propertiesJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: raw TableCellProperties JSON merged with the simple fields above"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: explicit FieldMask. 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Optionally pass input parameters and control caching behavior.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to run"},"inputParams":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of input parameters for the project (e.g., {\\"date\\": \\"2024-01-01\\"})"},"dryRun":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, perform a dry run without executing the project"},"updateCache":{"type":"boolean","required":false,"visibility":"user-only","description":"(Deprecated) If true, update the cached results after execution"},"updatePublishedResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, update the published app results after execution"},"useCachedSqlResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, use cached SQL results instead of re-running queries"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional SavedView ID to use for the project run"},"notifications":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of notification details to deliver once the run completes (e.g., [{\\"type\\": \\"FAILURE\\", \\"slackChannelIds\\": [\\"C0123456789\\"], \\"userIds\\": [], \\"groupIds\\": [], \\"includeSuccessScreenshot\\": false}]). type is ALL, SUCCESS, or FAILURE."}},"hostedApiKey":"none"},"hex_update_collection":{"id":"hex_update_collection","name":"Hex Update Collection","description":"Update the name or description of an existing Hex collection.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the collection"}},"hostedApiKey":"none"},"hex_update_group":{"id":"hex_update_group","name":"Hex Update Group","description":"Rename a Hex group or add/remove members from it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the group"},"addUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add to the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"},"removeUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to remove from the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"}},"hostedApiKey":"none"},"hex_update_project":{"id":"hex_update_project","name":"Hex Update Project","description":"Update a Hex project status label (e.g., endorsement or custom workspace statuses).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to update"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"New project status name (custom workspace status label)"}},"hostedApiKey":"none"},"http_request":{"id":"http_request","name":"HTTP Request","description":"Make HTTP requests with comprehensive support for methods, headers, query parameters, path parameters, and form data. Features configurable timeout and status validation for robust API interactions.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to send the request to"},"method":{"type":"string","default":"GET","visibility":"user-or-llm","description":"HTTP method (GET, POST, PUT, PATCH, DELETE)"},"headers":{"type":"object","visibility":"user-or-llm","description":"HTTP headers to include"},"body":{"type":"object","visibility":"user-or-llm","description":"Request body (for POST, PUT, PATCH)"},"params":{"type":"object","visibility":"user-or-llm","description":"URL query parameters to append"},"pathParams":{"type":"object","visibility":"user-or-llm","description":"URL path parameters to replace (e.g., :id in /users/:id)"},"formData":{"type":"object","visibility":"user-or-llm","description":"Form data to send (will set appropriate Content-Type)"},"proxyUrl":{"type":"string","visibility":"user-only","description":"Route the request through an http:// proxy (e.g. http://user:pass@host:port)."},"timeout":{"type":"number","visibility":"user-only","description":"Request timeout in milliseconds (default: 300000 = 5 minutes)"},"retries":{"type":"number","visibility":"hidden","description":"Number of retry attempts for retryable failures (timeouts, 429, 5xx). Default: 0 (no retries)."},"retryDelayMs":{"type":"number","visibility":"hidden","description":"Initial retry delay in milliseconds (default: 500)"},"retryMaxDelayMs":{"type":"number","visibility":"hidden","description":"Maximum delay between retries in milliseconds (default: 30000)"},"retryNonIdempotent":{"type":"boolean","visibility":"hidden","description":"Allow retries for non-idempotent methods like POST/PATCH (may create duplicate requests)."},"redirectPolicyVersion":{"type":"string","visibility":"hidden","description":"Persisted redirect-policy compatibility version."},"sendCredentialsOnCrossOriginRedirect":{"type":"boolean","visibility":"user-only","description":"Send credential-bearing headers when a redirect targets a different origin. Enabled by default for compatibility."}},"hostedApiKey":"none"},"hubspot_add_list_memberships":{"id":"hubspot_add_list_memberships","name":"Add List Members in HubSpot","description":"Add records to a manual (static) HubSpot list by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to add records to (MANUAL or SNAPSHOT lists only)"},"recordIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Record IDs to add to the list, as a JSON array (e.g., [\\"123\\",\\"456\\"]) or comma-separated string"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_appointment":{"id":"hubspot_create_appointment","name":"Create Appointment in HubSpot","description":"Create a new appointment in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Appointment properties as JSON object. Must include hs_appointment_start (e.g., {\\"hs_appointment_name\\": \\"Discovery Call\\", \\"hs_appointment_start\\": \\"2024-01-15T10:00:00Z\\", \\"hs_appointment_end\\": \\"2024-01-15T11:00:00Z\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the appointment as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_association":{"id":"hubspot_create_association","name":"Create Association in HubSpot","description":"Associate two HubSpot records. Creates the default (unlabeled) association unless an association type ID is provided","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to associate to (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the target record"},"associationCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Association category for a labeled association (HUBSPOT_DEFINED, USER_DEFINED, INTEGRATOR_DEFINED). Defaults to HUBSPOT_DEFINED when an association type ID is provided"},"associationTypeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific association type ID for a labeled association. Omit to create the default association for the object pair"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_company":{"id":"hubspot_create_company","name":"Create Company in HubSpot","description":"Create a new company in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Company properties as JSON object (e.g., {\\"name\\": \\"Acme Inc\\", \\"domain\\": \\"acme.com\\", \\"industry\\": \\"Technology\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the company as JSON (each with \\"to.id\\" and \\"types\\" containing \\"associationCategory\\" and \\"associationTypeId\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_contact":{"id":"hubspot_create_contact","name":"Create Contact in HubSpot","description":"Create a new contact in HubSpot. Requires at least one of: email, firstname, or lastname","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Contact properties as JSON object. Must include at least one of: email, firstname, or lastname (e.g., {\\"email\\": \\"john@example.com\\", \\"firstname\\": \\"John\\", \\"lastname\\": \\"Doe\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the contact as JSON. Each object should have \\"to.id\\" (company/deal ID) and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_deal":{"id":"hubspot_create_deal","name":"Create Deal in HubSpot","description":"Create a new deal in HubSpot with the given properties (e.g., dealname, amount, dealstage)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Deal properties as JSON object. Should include dealname and dealstage, plus pipeline when the account has multiple pipelines (e.g., {\\"dealname\\": \\"New Deal\\", \\"amount\\": \\"5000\\", \\"dealstage\\": \\"appointmentscheduled\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the deal as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_email":{"id":"hubspot_create_email","name":"Create Email in HubSpot","description":"Log an email engagement in HubSpot and optionally associate it with contacts. Requires the hs_timestamp property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Email properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601). Common fields: \\"hs_email_direction\\" (EMAIL, INCOMING_EMAIL, FORWARDED_EMAIL), \\"hs_email_status\\" (SENT, SENDING, SCHEDULED, FAILED, BOUNCED), \\"hs_email_subject\\", \\"hs_email_text\\", \\"hs_email_html\\", \\"hs_email_headers\\" (JSON string)"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (198 = email→contact)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_line_item":{"id":"hubspot_create_line_item","name":"Create Line Item in HubSpot","description":"Create a new line item in HubSpot. Requires at least a name property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Line item properties as JSON object (e.g., {\\"name\\": \\"Product A\\", \\"quantity\\": \\"2\\", \\"price\\": \\"50.00\\", \\"hs_sku\\": \\"SKU-001\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the line item as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_list":{"id":"hubspot_create_list","name":"Create List in HubSpot","description":"Create a new list in HubSpot. Specify the object type and processing type (MANUAL or DYNAMIC)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the list"},"objectTypeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type ID (e.g., \\"0-1\\" for contacts, \\"0-2\\" for companies)"},"processingType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Processing type: \\"MANUAL\\" for static lists or \\"DYNAMIC\\" for active lists"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_note":{"id":"hubspot_create_note","name":"Create Note in HubSpot","description":"Log a note in HubSpot and optionally associate it with contacts, companies, or deals. Requires hs_timestamp and hs_note_body properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Note properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601 activity time) and \\"hs_note_body\\" (the note text). e.g., {\\"hs_timestamp\\": \\"2026-06-13T00:00:00Z\\", \\"hs_note_body\\": \\"Followed up via phone\\"}"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. 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This endpoint replaces the title, so always send it."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Status of the follow-up: \\"outstanding\\", \\"completed\\", or \\"not_doing\\". Deleting is not supported here."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the follow-up. Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this follow-up to"},"assignee_team_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the team to assign this follow-up to"},"follow_up_category_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the category for this follow-up"},"follow_up_priority_option_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the priority for this follow-up"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of labels (e.g., \\"bug,urgent\\")"}},"hostedApiKey":"none"},"incidentio_incident_alerts_list":{"id":"incidentio_incident_alerts_list","name":"List Incident Alerts","description":"List the connections between incidents and alerts in incident.io — which alerts triggered an incident, or which incident an alert was attached to","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts attached to this incident (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"},"alert_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return connections for this alert (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_create":{"id":"incidentio_incident_memberships_create","name":"Grant Incident Membership","description":"Make a user a member of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to grant access to (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_revoke":{"id":"incidentio_incident_memberships_revoke","name":"Revoke Incident Membership","description":"Revoke a user\'s membership of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to revoke access from (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_participants_list":{"id":"incidentio_incident_participants_list","name":"List Incident Participants","description":"List the participants of an incident in incident.io, split into those actively helping and those just observing","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident to find participants of (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_create":{"id":"incidentio_incident_roles_create","name":"Create Incident Role","description":"Create a new incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_roles_delete":{"id":"incidentio_incident_roles_delete","name":"Delete Incident Role","description":"Delete an incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_list":{"id":"incidentio_incident_roles_list","name":"List Incident Roles","description":"List all incident roles in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_roles_show":{"id":"incidentio_incident_roles_show","name":"Show Incident Role","description":"Get details of a specific incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_update":{"id":"incidentio_incident_roles_update","name":"Update Incident Role","description":"Update an existing incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_statuses_list":{"id":"incidentio_incident_statuses_list","name":"Incident.io Incident Statuses List","description":"List all incident statuses configured in your Incident.io workspace. Returns status details including id, name, description, and category.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_list":{"id":"incidentio_incident_timestamps_list","name":"List Incident Timestamps","description":"List all incident timestamp definitions in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_show":{"id":"incidentio_incident_timestamps_show","name":"Show Incident Timestamp","description":"Get details of a specific incident timestamp definition in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident timestamp (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_types_list":{"id":"incidentio_incident_types_list","name":"Incident.io Incident Types List","description":"List all incident types configured in your Incident.io workspace. Returns type details including id, name, description, and default flag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_updates_list":{"id":"incidentio_incident_updates_list","name":"List Incident Updates","description":"List all updates for a specific incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the incident to get updates for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). If not provided, returns all updates"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_create":{"id":"incidentio_incidents_create","name":"incident.io Incidents Create","description":"Create a new incident in incident.io. Requires idempotency_key, severity_id, and visibility. Optionally accepts name, summary, type, and status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"idempotency_key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier to prevent duplicate incident creation. Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}},"hostedApiKey":"none"},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}},"hostedApiKey":"none"},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}},"hostedApiKey":"none"},"incidentio_on_call_now":{"id":"incidentio_on_call_now","name":"Get Who Is On Call","description":"Get who is currently on call in incident.io, as one row per ongoing shift across every schedule (or a single schedule). Also returns the shifts that take over at the next changeover.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Limit the result to a single schedule by ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). Leave empty to return who is on call across every schedule."},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules to scan per page when no schedule ID is given (e.g., 10, 25). Defaults to 25; upcoming shifts are only returned at 25 or lower."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of schedules (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_list":{"id":"incidentio_schedule_overrides_list","name":"List Schedule Overrides","description":"List the one-off overrides layered on top of a schedule in incident.io, such as someone covering a colleague’s shift","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get overrides for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"rotation_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this rotation"},"layer_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this layer"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_teams_list":{"id":"incidentio_teams_list","name":"List Teams","description":"List all teams in the incident.io organisation, along with their members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_teams_show":{"id":"incidentio_teams_show","name":"Show Team","description":"Get a single team by ID from incident.io, along with its members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to fetch (e.g., \\"01JPQA75EPNEES4479P16P4XAB\\")"}},"hostedApiKey":"none"},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). 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Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to retrieve"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"version":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific version of the secret to retrieve"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include the secret value in the response (default: true)"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"}},"hostedApiKey":"none"},"infisical_list_secrets":{"id":"infisical_list_secrets","name":"Infisical List Secrets","description":"List all secrets in a project environment. Returns secret keys, values, comments, tags, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project to list secrets from"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secrets (default: \\"/\\")"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to fetch secrets recursively from subdirectories"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include secret values in the response (default: true)"},"includeImports":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include imported secrets (default: true)"},"tagSlugs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag slugs to filter secrets by"}},"hostedApiKey":"none"},"infisical_update_secret":{"id":"infisical_update_secret","name":"Infisical Update Secret","description":"Update an existing secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to update"},"secretValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new value for the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"newSecretName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the secret (to rename it)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to set on the secret"}},"hostedApiKey":"none"},"instagram_delete_comment":{"id":"instagram_delete_comment","name":"Instagram Delete Comment","description":"Delete a comment on Instagram media","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment id to delete"}},"oauth":{"required":true,"provider":"instagram"},"hostedApiKey":"none"},"instagram_download_media":{"id":"instagram_download_media","name":"Instagram Download Media","description":"Download Instagram media into canonical User Files for downstream file inputs (100 MB max per 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this_week or this_month"}},"oauth":{"required":true,"provider":"instagram"},"hostedApiKey":"none"},"instagram_get_container_status":{"id":"instagram_get_container_status","name":"Instagram Get Container Status","description":"Check the publishing status of a media container","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"containerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Media container id returned from a create/publish step"}},"oauth":{"required":true,"provider":"instagram"},"hostedApiKey":"none"},"instagram_get_conversation_messages":{"id":"instagram_get_conversation_messages","name":"Instagram Get Conversation Messages","description":"List cursor-paginated message references; full details are available only for the 20 most recent 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Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}},"hostedApiKey":"none"},"intercom_create_company_v2":{"id":"intercom_create_company_v2","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}},"hostedApiKey":"none"},"intercom_create_contact":{"id":"intercom_create_contact","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}},"hostedApiKey":"none"},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}},"hostedApiKey":"none"},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}},"hostedApiKey":"none"},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}},"hostedApiKey":"none"},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}},"hostedApiKey":"none"},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. 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If a document with the given ID or filename already exists, it will be replaced with the new content.","version":"1.0.0","params":{"knowledgeBaseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the knowledge base containing the document"},"documentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional ID of an existing document to update. If not provided, lookup is done by filename."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the document"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content of the document"},"documentTags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Document tags"}},"hostedApiKey":"none"},"lambda_add_permission":{"id":"lambda_add_permission","name":"Lambda Add Permission","description":"Grant an AWS service, account, or organization permission to use a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the policy statement (letters, numbers, hyphens, and underscores)"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action the principal is granted, such as lambda:InvokeFunction"},"principal":{"type":"string","required":true,"visibility":"user-or-llm","description":"AWS service principal or account ID granted the permission, such as s3.amazonaws.com"},"sourceArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the AWS resource allowed to invoke the function"},"sourceAccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the AWS account that owns the source resource"},"principalOrgId":{"type":"string","required":false,"visibility":"user-or-llm","description":"AWS Organizations ID to grant permission to every account in the organization"},"eventSourceToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token that must be supplied by the invoker (Alexa Smart Home functions only)"},"functionUrlAuthType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Auth type of the function URL this permission applies to"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"},"revisionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update the resource only if its current revision ID matches this value"}},"hostedApiKey":"none"},"lambda_create_alias":{"id":"lambda_create_alias","name":"Lambda Create Alias","description":"Create an alias that points to a published function version","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias, such as prod or staging"},"aliasFunctionVersion":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function version the alias points to"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the alias"},"additionalVersionWeights":{"type":"json","required":false,"visibility":"user-or-llm","description":"Weighted routing as a JSON object mapping a second version to the fraction of traffic it receives, e.g. {\\"2\\": 0.1}"}},"hostedApiKey":"none"},"lambda_create_event_source_mapping":{"id":"lambda_create_event_source_mapping","name":"Lambda Create Event Source Mapping","description":"Map an event source such as SQS, Kinesis, DynamoDB Streams, or Kafka to a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"eventSourceArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the event source. Omit only for self-managed Kafka"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the mapping is active"},"batchSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum records sent to the function in a single batch"},"maximumBatchingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds to gather records before invoking the function (0-300)"},"startingPosition":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position in the stream to start reading from. Required for Kinesis, DynamoDB Streams, and Kafka"},"startingPositionTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to start reading from, when startingPosition is AT_TIMESTAMP"},"parallelizationFactor":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of concurrent batches to process from each shard (1-10)"},"maximumRecordAgeInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Discard records older than this. Use -1 for infinite"},"maximumRetryAttempts":{"type":"number","required":false,"visibility":"user-or-llm","description":"Retries before a record is discarded. Use -1 for infinite"},"bisectBatchOnFunctionError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Split a failing batch in two and retry each half"},"tumblingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of a processing window for stream aggregation (0-900)"},"maximumConcurrency":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum concurrent function invocations from an SQS event source (2-1000)"},"topics":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Kafka topic names to consume"},"queues":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Amazon MQ broker destination queue names"},"functionResponseTypes":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Set to ReportBatchItemFailures to enable partial batch reporting Pass [] to remove all of them on an update."},"filterPatterns":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Event filter patterns, each a JSON string, that decide which records reach the function. Pass [] to remove all filters on an update."},"onSuccessDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives successfully processed records"},"onFailureDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives discarded records"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt filter criteria"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the event source mapping, as a flat key/value JSON object"},"sourceAccessConfigurations":{"type":"json","required":false,"visibility":"user-or-llm","description":"Authentication for an Amazon MQ or self-managed Kafka source, as a JSON array of objects with \\"type\\" (e.g. BASIC_AUTH, SASL_SCRAM_512_AUTH, VPC_SUBNET) and \\"uri\\" (the Secrets Manager or VPC resource ARN). Pass [] to remove all of them on an update."},"documentDbDatabaseName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB database to consume the change stream from"},"documentDbCollectionName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB collection to consume. Omit to consume the whole database"},"documentDbFullDocument":{"type":"string","required":false,"visibility":"user-or-llm","description":"UpdateLookup sends the full document on update, Default sends only the change delta"},"amazonManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on an Amazon MSK cluster"},"selfManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on a self-managed Kafka cluster"},"selfManagedKafkaBootstrapServers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Bootstrap servers of a self-managed Kafka cluster (host:port). Required instead of eventSourceArn for self-managed Kafka"}},"hostedApiKey":"none"},"lambda_create_function":{"id":"lambda_create_function","name":"Lambda Create Function","description":"Create a Lambda function from a deployment package in Amazon S3 or a container image","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the function\'s execution role"},"runtime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Runtime identifier such as nodejs22.x or python3.13. Required for .zip packages, omit for container images"},"handler":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entry point in your code, such as index.handler. Required for .zip packages"},"packageType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zip for a .zip file archive (default) or Image for a container image"},"s3Bucket":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 bucket holding the deployment package, in the same region as the function"},"s3Key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 key of the .zip package"},"s3ObjectVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version of the Amazon S3 object to use"},"imageUri":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon ECR URI of the container image to deploy"},"sourceKmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key that encrypts the function\'s .zip deployment package"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the function"},"functionTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds Lambda allows the function to run before stopping it (1-900). Named functionTimeout because the shared tool executor reserves `timeout` for its own request deadline"},"memorySize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory available to the function at runtime in MB (128-32768)"},"ephemeralStorageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Size of the /tmp directory in MB (512-10240)"},"publish":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Publish the first version of the function atomically with creation"},"environment":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables as a flat key/value JSON object"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the function, as a flat key/value JSON object"},"architectures":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Instruction set architecture: exactly one of x86_64 or arm64"},"layers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"ARNs of layer versions to add to the function execution environment Pass [] to remove all of them on an update."},"vpcSubnetIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC subnet IDs the function should attach to Pass [] to remove all of them on an update."},"vpcSecurityGroupIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC security group IDs the function should use Pass [] to remove all of them on an update."},"tracingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"X-Ray tracing mode: Active samples and traces requests, PassThrough only traces sampled requests"},"deadLetterTargetArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of an SQS queue or SNS topic that receives failed asynchronous invocations"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt environment variables and snapshots"},"snapStartApplyOn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to PublishedVersions to snapshot the initialized environment when a version is published"},"logFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Format the function sends CloudWatch logs in"},"logGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"CloudWatch log group the function sends logs to"}},"hostedApiKey":"none"},"lambda_create_function_url_config":{"id":"lambda_create_function_url_config","name":"Lambda Create Function URL","description":"Create a dedicated HTTPS endpoint for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"authType":{"type":"string","required":true,"visibility":"user-or-llm","description":"AWS_IAM requires signed requests, NONE allows public unauthenticated access"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"},"invokeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"BUFFERED returns the whole response at once, RESPONSE_STREAM streams it"},"corsAllowCredentials":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the function URL sends the Access-Control-Allow-Credentials header"},"corsAllowOrigins":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Origins allowed to call the function URL, or * for any"},"corsAllowMethods":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"HTTP methods allowed when calling the function URL, or * for any"},"corsAllowHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Headers browsers may send in a cross-origin request"},"corsExposeHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Response headers browsers may access from the response"},"corsMaxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds a browser may cache the CORS preflight result (0-86400)"}},"hostedApiKey":"none"},"lambda_delete_alias":{"id":"lambda_delete_alias","name":"Lambda Delete Alias","description":"Delete a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_delete_event_source_mapping":{"id":"lambda_delete_event_source_mapping","name":"Lambda Delete Event Source Mapping","description":"Delete an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_delete_function":{"id":"lambda_delete_function","name":"Lambda Delete Function","description":"Delete a Lambda function, or a single published version of it","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number to delete. Omit to delete the whole function including all versions and aliases"}},"hostedApiKey":"none"},"lambda_delete_function_concurrency":{"id":"lambda_delete_function_concurrency","name":"Lambda Delete Function Concurrency","description":"Remove the reserved concurrency configuration from a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_delete_function_event_invoke_config":{"id":"lambda_delete_function_event_invoke_config","name":"Lambda Delete Async Invoke Config","description":"Remove the asynchronous invocation configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_function_url_config":{"id":"lambda_delete_function_url_config","name":"Lambda Delete Function URL","description":"Delete the URL configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_provisioned_concurrency_config":{"id":"lambda_delete_provisioned_concurrency_config","name":"Lambda Delete Provisioned Concurrency","description":"Remove the provisioned concurrency configuration from a function version or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version number or alias name the configuration applies to"}},"hostedApiKey":"none"},"lambda_get_account_settings":{"id":"lambda_get_account_settings","name":"Lambda Get Account Settings","description":"Get the Lambda limits and usage of the current AWS account and region","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"}},"hostedApiKey":"none"},"lambda_get_alias":{"id":"lambda_get_alias","name":"Lambda Get Alias","description":"Get details about a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_get_event_source_mapping":{"id":"lambda_get_event_source_mapping","name":"Lambda Get Event Source Mapping","description":"Get details about an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_get_function":{"id":"lambda_get_function","name":"Lambda Get Function","description":"Get a function\'s configuration, code location, tags, and reserved concurrency","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_concurrency":{"id":"lambda_get_function_concurrency","name":"Lambda Get Function Concurrency","description":"Get the reserved concurrency configured for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_configuration":{"id":"lambda_get_function_configuration","name":"Lambda Get Function Configuration","description":"Get a function\'s version-specific configuration","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_event_invoke_config":{"id":"lambda_get_function_event_invoke_config","name":"Lambda Get Async Invoke Config","description":"Get the asynchronous invocation retry and destination settings of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_recursion_config":{"id":"lambda_get_function_recursion_config","name":"Lambda Get Recursion Config","description":"Get the recursive loop detection setting of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_url_config":{"id":"lambda_get_function_url_config","name":"Lambda Get Function URL","description":"Get details about a function URL","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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HTML is supported"},"reportedByEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user reporting the problem"},"technicianEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the technician to assign"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority name, e.g. High"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status name, e.g. Open"},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency name"},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact name"},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category name"},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory name"},"group":{"type":"string","required":false,"visibility":"user-or-llm","description":"Support group name"},"site":{"type":"string","required":false,"visibility":"user-or-llm","description":"Site name"},"udfFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Portal-defined custom fields, e.g. {\\"udf_char1\\":\\"value\\"}"}},"oauth":{"required":true,"provider":"manageengine-sdp"},"hostedApiKey":"none"},"manageengine_sdp_update_request":{"id":"manageengine_sdp_update_request","name":"ManageEngine SDP Update Request","description":"Update a ManageEngine ServiceDesk Plus Cloud request: change its status, priority, assignment, classification or description.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"ManageEngine ServiceDesk Plus Cloud OAuth access token"},"dataCenter":{"type":"string","required":false,"visibility":"user-only","description":"Zoho data center hosting the portal (US, EU, IN, AU, JP, CA, SA, UK, CN, AE). 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HTML is supported"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority name to set, e.g. High"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status name to set, e.g. Resolved"},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category name to set"},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory name to set"},"group":{"type":"string","required":false,"visibility":"user-or-llm","description":"Support group name to set"},"technicianEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the technician to assign"},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency name to set"},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact name to set"},"udfFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Portal-defined custom fields to set, e.g. {\\"udf_char1\\":\\"value\\"}"}},"oauth":{"required":true,"provider":"manageengine-sdp"},"hostedApiKey":"none"},"manageengine_sdp_update_solution":{"id":"manageengine_sdp_update_solution","name":"ManageEngine SDP Update Solution","description":"Update a ManageEngine ServiceDesk Plus Cloud knowledge base solution: revise its body, retitle it, or move it to another topic.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"ManageEngine ServiceDesk Plus Cloud OAuth access token"},"dataCenter":{"type":"string","required":false,"visibility":"user-only","description":"Zoho data center hosting the portal (US, EU, IN, AU, JP, CA, SA, UK, CN, AE). 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If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}},"hostedApiKey":"none"},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{},"hostedApiKey":"none"},"microsoft_ad_add_directory_role_member":{"id":"microsoft_ad_add_directory_role_member","name":"Add Microsoft Entra ID Directory Role Member","description":"Grant a user an administrator role in Microsoft Entra ID. This is a privileged change that expands what the user can do across the tenant.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to grant the role to"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_user_app_role_assignment":{"id":"microsoft_ad_add_user_app_role_assignment","name":"Grant Microsoft Entra ID App Role To User","description":"Grant a user an application role on a service principal, giving them access to that application","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID or user principal name of the user to grant the app role to. A user principal name is resolved to its object ID before the grant."},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the resource service principal that defines the app role. Use List Service Principals to find it."},"appRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the app role to grant. Use the all-zero GUID 00000000-0000-0000-0000-000000000000 to assign access without a specific role."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_assign_license":{"id":"microsoft_ad_assign_license","name":"Assign Microsoft Entra ID License","description":"Add or remove subscription licenses (SKUs) on a user in Microsoft Entra ID. 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Leave empty to only add licenses."},"disabledPlanIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service plan IDs (GUIDs) to disable on every license being assigned"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_conditional_access_policy":{"id":"microsoft_ad_get_conditional_access_policy","name":"Get Microsoft Entra ID Conditional Access Policy","description":"Get a single conditional access policy by ID, including the conditions it matches and the controls it enforces. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conditional access policy ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_device":{"id":"microsoft_ad_get_device","name":"Get Microsoft Entra ID Device","description":"Get a registered device by its object ID from Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"deviceObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device object ID (the \\"id\\" field), not the \\"deviceId\\" registration identifier"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_authentication_methods":{"id":"microsoft_ad_list_authentication_methods","name":"List Microsoft Entra ID Authentication Methods","description":"List the authentication methods a user has registered, such as passwords, phone numbers, FIDO2 keys, and authenticator apps","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_conditional_access_policies":{"id":"microsoft_ad_list_conditional_access_policies","name":"List Microsoft Entra ID Conditional Access Policies","description":"List the conditional access policies configured in the tenant, including their state and the conditions and controls they enforce. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of policies to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"state eq \'enabled\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_devices":{"id":"microsoft_ad_list_devices","name":"List Microsoft Entra ID Devices","description":"List the devices registered in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"accountEnabled eq false\\" or \\"operatingSystem eq \'Windows\'\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the device display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_audits":{"id":"microsoft_ad_list_directory_audits","name":"List Microsoft Entra ID Directory Audits","description":"List directory audit records showing who changed what in Microsoft Entra ID, such as user creation, group membership changes, and role assignments","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of audit records to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include activityDateTime, activityDisplayName, correlationId, loggedByService, initiatedBy and targetResources. Example: \\"activityDateTime ge 2024-01-01T00:00:00Z\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_role_members":{"id":"microsoft_ad_list_directory_role_members","name":"List Microsoft Entra ID Directory Role Members","description":"List the principals holding an administrator role. Returns up to 1000 members; this endpoint does not support paging.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_roles":{"id":"microsoft_ad_list_directory_roles","name":"List Microsoft Entra ID Directory Roles","description":"List the administrator roles that are activated in the tenant, such as Global Administrator and User Administrator. Roles that have never been activated are not returned.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principal_app_role_assignments":{"id":"microsoft_ad_list_service_principal_app_role_assignments","name":"List Microsoft Entra ID Application Assignments","description":"List every user, group, and service principal assigned to an application, by reading the app role assignments on its service principal. Recently granted or removed assignments can take time to appear.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"servicePrincipalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID of the service principal. Use List Service Principals to find it. Not needed when Next Page is provided to fetch a later page."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression supporting eq and startswith. Example: \\"principalType eq \'User\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principals":{"id":"microsoft_ad_list_service_principals","name":"List Microsoft Entra ID Service Principals","description":"List the enterprise applications and service principals in the tenant, including the app roles each one exposes","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of service principals to return (default and maximum page size is 100)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"servicePrincipalType eq \'Application\'\\" or \\"startsWith(displayName, \'Salesforce\')\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the service principal display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_sign_ins":{"id":"microsoft_ad_list_sign_ins","name":"List Microsoft Entra ID Sign-Ins","description":"List sign-in events from the Microsoft Entra ID sign-in logs, newest first. Requires a Microsoft Entra ID P1 or P2 license. Apply a date filter to keep large queries from timing out.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sign-ins to return (default and maximum page size is 1000)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include userPrincipalName, userId, appId, appDisplayName, ipAddress, createdDateTime, conditionalAccessStatus, riskState and status/errorCode. Example: \\"createdDateTime ge 2024-01-01T00:00:00Z and status/errorCode ne 0\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_subscribed_skus":{"id":"microsoft_ad_list_subscribed_skus","name":"List Microsoft Entra ID Subscribed SKUs","description":"List the subscription SKUs the tenant owns, including how many license units are prepaid and how many are consumed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_app_role_assignments":{"id":"microsoft_ad_list_user_app_role_assignments","name":"List Microsoft Entra ID User App Role Assignments","description":"List the application role assignments granted to a user, including assignments the user inherits from groups they are a direct member of","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assignments to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include id, resourceId and principalDisplayName. Example: \\"resourceId eq 8e881353-1735-45af-af21-ee1344582a4d\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_devices":{"id":"microsoft_ad_list_user_devices","name":"List Microsoft Entra ID User Devices","description":"List the devices a user has registered or owns. Devices the caller cannot read are returned with only their ID and the remaining fields null.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"deviceRelationship":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which devices to list: \\"registered\\" for devices the user registered, or \\"owned\\" for devices the user owns. Defaults to \\"registered\\"."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_licenses":{"id":"microsoft_ad_list_user_licenses","name":"List Microsoft Entra ID User Licenses","description":"List the subscription licenses assigned to a user in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_directory_role_member":{"id":"microsoft_ad_remove_directory_role_member","name":"Remove Microsoft Entra ID Directory Role Member","description":"Revoke an administrator role from a user in Microsoft Entra ID. Removes only the role membership; the user account itself is not deleted.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to remove the role from"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_user_app_role_assignment":{"id":"microsoft_ad_remove_user_app_role_assignment","name":"Revoke Microsoft Entra ID App Role From User","description":"Revoke an application role assignment from a user, removing their access to that application. Takes the assignment\'s own ID, not the app role ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name the assignment belongs to"},"appRoleAssignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the app role assignment to remove, taken from the \\"id\\" field of List User App Role Assignments"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_reset_password":{"id":"microsoft_ad_reset_password","name":"Reset Microsoft Entra ID User Password","description":"Reset another user\'s password through their password authentication method. Leave the new password empty to have Microsoft generate one and return it. The user is prompted to change the password at their next sign-in. Cannot be run against your own account.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name whose password should be reset"},"newPassword":{"type":"string","required":false,"visibility":"user-only","description":"The new password. Required for tenants with hybrid password scenarios. Leave empty for a cloud-only password to have Microsoft generate and return one."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_revoke_sign_in_sessions":{"id":"microsoft_ad_revoke_sign_in_sessions","name":"Revoke Microsoft Entra ID Sign-In Sessions","description":"Invalidate every refresh token and session cookie issued to a user, forcing them to sign in again on all applications and devices. Revocation can take a few minutes to take effect and does not apply to external users.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name whose sessions should be revoked"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_set_password":{"id":"microsoft_ad_set_password","name":"Set Microsoft Entra ID User Password","description":"Set a specific password on a user by updating their password profile. Cannot be used for federated users. Requires an administrator role in Microsoft Entra ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name whose password should be set"},"password":{"type":"string","required":true,"visibility":"user-only","description":"The new password. Must satisfy the tenant password policy."},"forceChangePasswordNextSignIn":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the user must change this password at their next sign-in. Defaults to true."},"forceChangePasswordNextSignInWithMfa":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the user must complete multifactor authentication before being forced to change the password"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_update_group":{"id":"microsoft_ad_update_group","name":"Update Azure AD Group","description":"Update group properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailNickname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mail alias"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\""}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_update_user":{"id":"microsoft_ad_update_user","name":"Update Azure AD User","description":"Update user properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"accountEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is enabled"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_dataverse_associate":{"id":"microsoft_dataverse_associate","name":"Associate Microsoft Dataverse Records","description":"Associate two records in Microsoft Dataverse via a navigation property. Creates a relationship between a source record and a target record. Supports both collection-valued (POST) and single-valued (PUT) navigation properties.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetEntitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target entity set name (e.g., contacts)"},"targetRecordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target record GUID to associate"},"navigationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of navigation property: \\"collection\\" (default, uses POST) or \\"single\\" (uses PUT for lookup fields)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_create_multiple":{"id":"microsoft_dataverse_create_multiple","name":"Create Multiple Microsoft Dataverse Records","description":"Create multiple records of the same table type in a single request. Each record in the Targets array must include an @odata.type annotation. Recommended batch size: 100-1000 records for standard tables.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to create. Each record should contain column logical names as keys. The @odata.type annotation is added automatically."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_create_record":{"id":"microsoft_dataverse_create_record","name":"Create Microsoft Dataverse Record","description":"Create a new record in a Microsoft Dataverse table. Requires the entity set name (plural table name) and record data as a JSON object.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_delete_record":{"id":"microsoft_dataverse_delete_record","name":"Delete Microsoft Dataverse Record","description":"Delete a record from a Microsoft Dataverse table by its ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to delete"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_disassociate":{"id":"microsoft_dataverse_disassociate","name":"Disassociate Microsoft Dataverse Records","description":"Remove an association between two records in Microsoft Dataverse. For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. Stores the file in execution storage and returns a file reference, plus the base64 content and metadata directly.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record GUID to download the file from"},"fileColumn":{"type":"string","required":true,"visibility":"user-or-llm","description":"File or image column logical name (e.g., entityimage, cr_document)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_execute_action":{"id":"microsoft_dataverse_execute_action","name":"Execute Microsoft Dataverse Action","description":"Execute a bound or unbound Dataverse action. Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. Supports $select and $expand OData query options.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to retrieve"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_list_records":{"id":"microsoft_dataverse_list_records","name":"List Microsoft Dataverse Records","description":"Query and list records from a Microsoft Dataverse table. Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. 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If omitted, reads the used range of the first sheet."}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_read_v2":{"id":"microsoft_excel_read_v2","name":"Read from Microsoft Excel V2","description":"Read data from a specific sheet in a Microsoft Excel spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to read from (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from (e.g., \\"Sheet1\\", \\"Sales Data\\")"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g., \\"A1:D10\\"). If not specified, reads the entire used range."}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_sort_range":{"id":"microsoft_excel_sort_range","name":"Sort Microsoft Excel Range","description":"Sort a range or table by a column in a Microsoft Excel worksheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"tableName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the table to sort. When provided, the table is sorted and range/sheetName are ignored."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). Used for range sorts when the range does not include a sheet name."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to sort (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\"). Required when no table name is provided."},"sortColumn":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based column index within the range or table to sort on (0 = first column)."},"sortAscending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to sort in ascending order. Defaults to true."},"hasHeaders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the range has a header row that should be excluded from sorting. Only applies to range sorts. Defaults to false."},"matchCase":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether casing affects string ordering. Defaults to false."}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_table_add":{"id":"microsoft_excel_table_add","name":"Add to Microsoft Excel Table","description":"Add new rows to a Microsoft Excel table","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook containing the table (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the table to add rows to (e.g., \\"Table1\\", \\"SalesTable\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to add as a 2D array (e.g., [[\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_worksheet_add":{"id":"microsoft_excel_worksheet_add","name":"Add Worksheet to Microsoft Excel","description":"Create a new worksheet (sheet) in a Microsoft Excel workbook","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Excel workbook to add the worksheet to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"worksheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the new worksheet (e.g., \\"Sales Q1\\", \\"Data\\"). Must be unique within the workbook and cannot exceed 31 characters"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_write":{"id":"microsoft_excel_write","name":"Write to Microsoft Excel","description":"Write data to a Microsoft Excel spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to write to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The range of cells to write to (e.g., \\"Sheet1!A1:B2\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g., [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects"},"valueInputOption":{"type":"string","required":false,"visibility":"user-only","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_write_v2":{"id":"microsoft_excel_write_v2","name":"Write to Microsoft Excel V2","description":"Write data to a specific sheet in a Microsoft Excel spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to write to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to (e.g., \\"Sheet1\\", \\"Sales Data\\")"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g., \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_planner_create_bucket":{"id":"microsoft_planner_create_bucket","name":"Create Microsoft Planner Bucket","description":"Create a new bucket in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the bucket will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"name":{"type":"string","required":true,"visibility":"user-only","description":"The name of the bucket"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_plan":{"id":"microsoft_planner_create_plan","name":"Create Microsoft Planner Plan","description":"Create a new Microsoft Planner plan owned by a Microsoft 365 group","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Microsoft 365 group that will own the plan (e.g., \\"ebf3b108-5234-4e22-b93d-656d7dae5874\\"). The current user must be a member of this group."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_task":{"id":"microsoft_planner_create_task","name":"Create Microsoft Planner Task","description":"Create a new task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the task will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the task (e.g., \\"Review quarterly report\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task in ISO 8601 format (e.g., \\"2025-03-10T09:00:00Z\\")"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10, where 0 is urgent and 10 is low)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to place the task in (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_bucket":{"id":"microsoft_planner_delete_bucket","name":"Delete Microsoft Planner Bucket","description":"Delete a bucket from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to delete (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_plan":{"id":"microsoft_planner_delete_plan","name":"Delete Microsoft Planner Plan","description":"Delete a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to delete (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_task":{"id":"microsoft_planner_delete_task","name":"Delete Microsoft Planner Task","description":"Delete a task from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to delete (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task including checklist and references","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_buckets":{"id":"microsoft_planner_list_buckets","name":"List Microsoft Planner Buckets","description":"List all buckets in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_plan":{"id":"microsoft_planner_read_plan","name":"Read Microsoft Planner Plan","description":"Get details of a specific Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to retrieve (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_task":{"id":"microsoft_planner_read_task","name":"Read Microsoft Planner Tasks","description":"Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the plan to get tasks from, if not provided gets all user tasks (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the task to get (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_bucket":{"id":"microsoft_planner_update_bucket","name":"Update Microsoft Planner Bucket","description":"Update a bucket in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to update (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"name":{"type":"string","required":false,"visibility":"user-only","description":"The new name of the bucket"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to update (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan":{"id":"microsoft_planner_update_plan","name":"Update Microsoft Planner Plan","description":"Rename a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to update (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to update (If-Match header)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan_details":{"id":"microsoft_planner_update_plan_details","name":"Update Microsoft Planner Plan Details","description":"Update a plan\'s category (color label) descriptions and shared-with user list in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan details to update (If-Match header)"},"categoryDescriptions":{"type":"object","required":false,"visibility":"user-only","description":"Category label names as a JSON object, e.g. {\\"category1\\": \\"Blocked\\", \\"category2\\": \\"At Risk\\"}. Set a value to null to clear a label."},"sharedWith":{"type":"object","required":false,"visibility":"user-only","description":"User IDs to share the plan with as a JSON object, e.g. {\\"<user-id>\\": true}. Set a value to false to unshare."}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task":{"id":"microsoft_planner_update_task","name":"Update Microsoft Planner Task","description":"Update a task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to update (If-Match header)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the task (e.g., \\"Review quarterly report\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to move the task to (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task (ISO 8601 format)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task_details":{"id":"microsoft_planner_update_task_details","name":"Update Microsoft Planner Task Details","description":"Update task details including description, checklist items, and references in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task details to update (If-Match header)"},"description":{"type":"string","required":false,"visibility":"user-only","description":"The description of the task"},"checklist":{"type":"object","required":false,"visibility":"user-only","description":"Checklist items as a JSON object"},"references":{"type":"object","required":false,"visibility":"user-only","description":"References as a JSON object"},"previewType":{"type":"string","required":false,"visibility":"user-only","description":"Preview type: automatic, noPreview, checklist, description, or reference"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_teams_delete_channel_message":{"id":"microsoft_teams_delete_channel_message","name":"Delete Microsoft Teams Channel Message","description":"Soft delete a message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_delete_chat_message":{"id":"microsoft_teams_delete_chat_message","name":"Delete Microsoft Teams Chat Message","description":"Soft delete a message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_get_message":{"id":"microsoft_teams_get_message","name":"Get Microsoft Teams Message","description":"Get a specific message from a Microsoft Teams chat or channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to retrieve (e.g., \\"1234567890123\\" - 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If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_list":{"id":"microsoft_word_list","name":"List Microsoft Word Documents","description":"List or search Microsoft Word (.docx) documents in OneDrive or SharePoint. Non-Word items are filtered out of the results.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search text matched against file name, metadata, and content. If omitted, the documents directly inside the folder are listed."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the folder to list or search within. If omitted, the drive root is used."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive to list from. Required for SharePoint. If omitted, uses the personal OneDrive."},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to request from Microsoft Graph (1-200, default 50)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s nextPageToken, used to fetch the next page"}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_read":{"id":"microsoft_word_read","name":"Read Microsoft Word Document","description":"Read the text content of a Microsoft Word (.docx) document stored in OneDrive or SharePoint.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to read"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. 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The previous content and its formatting are discarded — use Append to add to a document instead.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to replace"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new text content of the document. Markdown headings (# ## ###), bullets (- item), and inline **bold** / *italic* are converted to Word formatting; every other line becomes a paragraph."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"millionverifier_get_credits":{"id":"millionverifier_get_credits","name":"MillionVerifier Get Credits","description":"Retrieve the remaining verification credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}},"hostedApiKey":"none"},"millionverifier_verify_email":{"id":"millionverifier_verify_email","name":"MillionVerifier Verify Email","description":"Verify the deliverability of an email address. 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Overrides Message when provided."},"fp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fingerprint identifier for tracking conversation sessions (default \\"anonymous\\")"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID from a previous response, to continue the same conversation"},"retrievalPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of documentation search results used to generate the response"},"currentPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path of the page the user is currently viewing, for more relevant answers (max 200 characters)"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by documentation version"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by content language"},"groups":{"type":"json","required":false,"visibility":"user-or-llm","description":"Group identifiers to filter retrieval by, as a JSON array of strings"},"assistantContext":{"type":"json","required":false,"visibility":"user-or-llm","description":"Contextual snippets for the assistant, as a JSON array of objects with type (\\"code\\" or \\"textSelection\\"), value, and optional path and elementId"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mintlify assistant API key (starts with mint_dsc_)"}},"hostedApiKey":"none"},"mintlify_detect_ai_prose":{"id":"mintlify_detect_ai_prose","name":"Mintlify Detect AI-Sounding Prose","description":"Analyze a documentation page for AI-generated prose and return flagged passages with suggested human rewrites. 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set by the credential resolver for API-token service accounts"},"activity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the activity to update (e.g., \\"12345\\")"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New subject/title for the activity (e.g., \\"Updated meeting with client\\")"},"due_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date in YYYY-MM-DD format (e.g., \\"2025-03-20\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due time in HH:MM format (e.g., \\"15:00\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"New duration in HH:MM format (e.g., \\"00:30\\" for 30 minutes)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mark as done: 0 for not done, 1 for done"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"New notes for the activity"}},"oauth":{"required":true,"provider":"pipedrive"},"hostedApiKey":"none"},"pipedrive_update_deal":{"id":"pipedrive_update_deal","name":"Update Deal in Pipedrive","description":"Update an existing deal in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to update (e.g., \\"123\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the deal (e.g., \\"Updated Enterprise License\\")"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"New monetary value for the deal (e.g., \\"7500\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status: open, won, lost"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New stage ID for the deal (e.g., \\"3\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-07-15\\")"}},"oauth":{"required":true,"provider":"pipedrive"},"hostedApiKey":"none"},"pipedrive_update_lead":{"id":"pipedrive_update_lead","name":"Update Lead in Pipedrive","description":"Update an existing lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to update (e.g., \\"abc123-def456-ghi789\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the lead (e.g., \\"Updated Lead - Premium Package\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization ID (e.g., \\"789\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New owner user ID (e.g., \\"123\\")"},"value_amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"New value amount (e.g., \\"15000\\")"},"value_currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"New currency code (e.g., \\"USD\\", \\"EUR\\", \\"GBP\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-05-01\\")"},"is_archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Archive the lead: true or false"}},"oauth":{"required":true,"provider":"pipedrive"},"hostedApiKey":"none"},"pitchbook_company_active_investors":{"id":"pitchbook_company_active_investors","name":"PitchBook Company Active Investors","description":"Retrieve only the investors currently holding a position in a company","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_bio":{"id":"pitchbook_company_bio","name":"PitchBook Company Bio","description":"Retrieve the core profile of a company: names, description, HQ, status, headcount, total raised, and social links","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_deal_service_providers":{"id":"pitchbook_company_deal_service_providers","name":"PitchBook Company Deal Service Providers","description":"Retrieve the service providers that worked on a company deals, and what each was hired for","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_deals":{"id":"pitchbook_company_deals","name":"PitchBook Company Deals","description":"Retrieve every deal a company has been involved in, in chronological order with its deal type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_financials":{"id":"pitchbook_company_financials","name":"PitchBook Company Financials","description":"Retrieve reported financials for a private company across every available fiscal period. Annual data is returned by default.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_general_service_providers":{"id":"pitchbook_company_general_service_providers","name":"PitchBook Company General Service Providers","description":"Retrieve the current and former general service providers engaged by a company","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_industries":{"id":"pitchbook_company_industries","name":"PitchBook Company Industries","description":"Retrieve the industry classification, verticals, keywords, and emerging spaces assigned to a company","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_investors":{"id":"pitchbook_company_investors","name":"PitchBook Company Investors","description":"Retrieve every investor in a company, current and former, with the type of investor and when they invested","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_most_recent_debt_financing":{"id":"pitchbook_company_most_recent_debt_financing","name":"PitchBook Company Most Recent Debt Financing","description":"Retrieve a company most recent debt financing, including each debt instrument raised","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_most_recent_financials":{"id":"pitchbook_company_most_recent_financials","name":"PitchBook Company Most Recent Financials","description":"Retrieve the most recent reported financials for a private company: revenue, net income, EBITDA, assets, and debt","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_most_recent_financing":{"id":"pitchbook_company_most_recent_financing","name":"PitchBook Company Most Recent Financing","description":"Retrieve a company most recent financing round: date, size, type, and last known valuation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_search":{"id":"pitchbook_company_search","name":"PitchBook Company Search","description":"Search PitchBook for companies by name, location, industry, funding, deal activity, and more","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"companyNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company names, PitchBook IDs, websites, or tickers"},"keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords associated with the company or appearing in its business description"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the company is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the company is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the company is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"ownershipStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook ownership status code"},"businessStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook business status code"},"dateFounded":{"type":"string","required":false,"visibility":"user-or-llm","description":"Founding date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code (e.g. evc for early-stage VC)"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"totalRaised":{"type":"string","required":false,"visibility":"user-or-llm","description":"Total raised to date in millions. Use >100, <100, or 10^100 for a range"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"employeeCount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Employee count. Use >100, <100, or 10^100 for a range"},"revenue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Revenue in millions. Use >100, <100, or 10^100 for a range"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_company_similar_companies":{"id":"pitchbook_company_similar_companies","name":"PitchBook Similar Companies","description":"Retrieve companies PitchBook scores as similar to a given company, flagging which are direct competitors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_social_analytics":{"id":"pitchbook_company_social_analytics","name":"PitchBook Company Social Analytics","description":"Retrieve web and social growth and size metrics for a company, with percentile ranks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"compare":{"type":"string","required":false,"visibility":"user-or-llm","description":"Benchmark the signals against a peer set: SIMILAR_COMPANIES, INDUSTRY, VERTICALS, or ALL_COMPANIES"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_updates":{"id":"pitchbook_company_updates","name":"PitchBook Company Updates","description":"Check which company datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_vc_exit_predictions":{"id":"pitchbook_company_vc_exit_predictions","name":"PitchBook VC Exit Predictions","description":"Retrieve PitchBook machine-learning exit predictions for a VC-backed company. Requires at least two funding rounds in the past six years.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_contracts_history":{"id":"pitchbook_contracts_history","name":"PitchBook Contracts History","description":"Retrieve the API contracts on the account with their pricing model, term, and credit balances","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"activeContract":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set true for only active contracts, false for only past ones. Omit to return every contract."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_cost_of_calls":{"id":"pitchbook_cost_of_calls","name":"PitchBook Cost of Calls","description":"Retrieve the credit cost of every API endpoint under a given pricing model, for first-time and refresh calls","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pricingModel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pricing model to price against: SUBSCRIPTION or PAY_PER_CALL"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_history":{"id":"pitchbook_credit_history","name":"PitchBook Credit History","description":"Retrieve API credit usage and remaining balance per contract, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news":{"id":"pitchbook_credit_news","name":"PitchBook Credit News Article","description":"Retrieve one credit analysis article in full, including its body text, authors, topics, and the issuer, lender, and sponsor it covers","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Credit news article ID, e.g. 1312103. Article IDs come from a credit news search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_bulk":{"id":"pitchbook_credit_news_bulk","name":"PitchBook Credit News Bulk","description":"Retrieve many credit analysis articles in full in a single call, reporting which IDs were found, missing, or duplicated","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"articleIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Credit news article IDs to fetch, e.g. [11041384, 2142401]","items":{"type":"number","description":"Credit news article ID"}},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_most_recent":{"id":"pitchbook_credit_news_most_recent","name":"PitchBook Most Recent Credit News","description":"Retrieve the most recently published credit analysis articles and their descriptions, without article bodies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1. Increment it to reach older articles."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_search":{"id":"pitchbook_credit_news_search","name":"PitchBook Credit News Search","description":"Search PitchBook credit analysis news by author, region, asset class, topic, issuer, lender, sponsor, and date","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"authors":{"type":"string","required":false,"visibility":"user-or-llm","description":"Article author name. Separate multiple values with a comma."},"regions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region the article covers: United States or Europe."},"assetClasses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset class the article covers. Separate multiple values with a comma."},"topics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Topic the article covers. Separate multiple values with a comma."},"issuer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issuer name. Separate multiple values with a comma."},"lender":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lender name. Separate multiple values with a comma."},"sponsor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sponsor name. Separate multiple values with a comma."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_bio":{"id":"pitchbook_deal_bio","name":"PitchBook Deal Bio","description":"Retrieve the summary of a deal: company, date, size, status, type, and which detail datasets are available for it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_cap_table_history":{"id":"pitchbook_deal_cap_table_history","name":"PitchBook Deal Cap Table History","description":"Retrieve the cap table as of a deal, one row per stock series with its terms and ownership","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_debt_lenders":{"id":"pitchbook_deal_debt_lenders","name":"PitchBook Deal Debt and Lenders","description":"Retrieve the debt raised in a deal and the lenders behind it, with rate, maturity, seniority, and covenant terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_detailed":{"id":"pitchbook_deal_detailed","name":"PitchBook Deal Detailed","description":"Retrieve the full detail of a deal: synopsis, percent acquired, round, invested capital, ownership, debt, and stock split","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_investors":{"id":"pitchbook_deal_investors","name":"PitchBook Deal Investors","description":"Retrieve the investors, sellers, and exiting investors on a deal, including who led it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_multiples":{"id":"pitchbook_deal_multiples","name":"PitchBook Deal Multiples","description":"Retrieve the valuation multiples for a deal against revenue, EBITDA, EBIT, cash flow, and net income","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_search":{"id":"pitchbook_deal_search","name":"PitchBook Deal Search","description":"Search PitchBook for deals by company, investor, deal type, size, date, and valuation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"companyNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company names, PitchBook IDs, websites, or tickers"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords associated with the companies involved"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country of the companies involved (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the companies involved"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the companies involved"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code (e.g. evc for early-stage VC)"},"dealStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal status code, distinguishing completed, failed, and upcoming deals"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"postValuation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Post-money valuation in millions. Use >100, <100, or 10^100 for a range"},"revenue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Revenue of the companies involved in millions. Use >100, <100, or 10^100 for a range"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_deal_service_providers":{"id":"pitchbook_deal_service_providers","name":"PitchBook Deal Service Providers","description":"Retrieve the service providers that worked on a deal and which party each represented","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_stock_info":{"id":"pitchbook_deal_stock_info","name":"PitchBook Deal Stock Info","description":"Retrieve the share terms of a deal: price per share, shares acquired, and the preference, dividend, and voting rights attached","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_tranche_info":{"id":"pitchbook_deal_tranche_info","name":"PitchBook Deal Tranche Info","description":"Retrieve the tranches a deal was funded in, with each tranche date, size, and investors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_updates":{"id":"pitchbook_deal_updates","name":"PitchBook Deal Updates","description":"Check which deal datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_valuation":{"id":"pitchbook_deal_valuation","name":"PitchBook Deal Valuation","description":"Retrieve the pre-money and post-money valuation recorded for a deal","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_affiliates":{"id":"pitchbook_entity_affiliates","name":"PitchBook Entity Affiliates","description":"Retrieve the affiliated entities linked to an entity and how each is related","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_locations":{"id":"pitchbook_entity_locations","name":"PitchBook Entity Locations","description":"Retrieve the headquarters and every alternate office on record for an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_news":{"id":"pitchbook_entity_news","name":"PitchBook Entity News","description":"Retrieve recent news articles PitchBook has associated with an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication window, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many days back to pull news for (e.g. 20)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_people":{"id":"pitchbook_entity_people","name":"PitchBook Entity People","description":"Retrieve the people at an entity: primary contact, current and former team, and current and former board members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_updates":{"id":"pitchbook_entity_updates","name":"PitchBook Entity Updates","description":"Check which entity datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_active_investments":{"id":"pitchbook_fund_active_investments","name":"PitchBook Fund Active Investments","description":"Retrieve only the portfolio positions a fund still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_benchmark":{"id":"pitchbook_fund_benchmark","name":"PitchBook Fund Benchmark","description":"Retrieve the peer benchmark for a fund: benchmark IRR, DPI, TVPI, RVPI, and the funds it is drawn from","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_bio":{"id":"pitchbook_fund_bio","name":"PitchBook Fund Bio","description":"Retrieve the profile of a fund: managers, vintage, status, type, size, target, location, and team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_cash_flows":{"id":"pitchbook_fund_cash_flows","name":"PitchBook Fund Cash Flows","description":"Retrieve contributed, distributed, and remaining value for a fund as of a specific quarter","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"period":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reporting quarter to fetch, formatted as quarter then year, e.g. 4Q2018"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_commitments":{"id":"pitchbook_fund_commitments","name":"PitchBook Fund Commitments","description":"Retrieve the limited partners committed to a fund, with commitment date, size, status, and type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investment_preferences":{"id":"pitchbook_fund_investment_preferences","name":"PitchBook Fund Investment Preferences","description":"Retrieve what a fund targets: check size, valuation, geography, industry, vertical, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investments":{"id":"pitchbook_fund_investments","name":"PitchBook Fund Investments","description":"Retrieve every investment a fund has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_performance":{"id":"pitchbook_fund_performance","name":"PitchBook Fund Performance","description":"Retrieve the most recent reported returns for a fund: IRR, DPI, RVPI, TVPI, NAV, and benchmark quartile","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_search":{"id":"pitchbook_fund_search","name":"PitchBook Fund Search","description":"Search PitchBook for funds by manager, type, size, vintage, and performance","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"fundNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fund names or PitchBook fund IDs"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated names or PitchBook IDs of the fund managers"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^5000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"vintage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vintage year. Use >2015, <2015, or 2015^2020 for a range"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the fund is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the fund is located in (e.g. USA)"},"irr":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal rate of return as a percentage. Use >20, <20, or 10^20 for a range"},"tvpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Total value to paid-in multiple. Use >2, <2, or 1^2 for a range"},"dpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Distributions to paid-in multiple. Use >1, <1, or 1^2 for a range"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the fund targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the fund targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_fund_team":{"id":"pitchbook_fund_team","name":"PitchBook Fund Team","description":"Retrieve the active and former people on a fund team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_updates":{"id":"pitchbook_fund_updates","name":"PitchBook Fund Updates","description":"Check which fund datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_active_investments":{"id":"pitchbook_investor_active_investments","name":"PitchBook Investor Active Investments","description":"Retrieve only the positions an investor still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_bio":{"id":"pitchbook_investor_bio","name":"PitchBook Investor Bio","description":"Retrieve the core profile of an investor: names, description, HQ, type, AUM, dry powder, and headcount","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_board_seats":{"id":"pitchbook_investor_board_seats","name":"PitchBook Investor Board Seats","description":"Retrieve the board seats an investor holds and previously held across its portfolio","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_deal_service_providers":{"id":"pitchbook_investor_deal_service_providers","name":"PitchBook Investor Deal Service Providers","description":"Retrieve the service providers that worked on an investor deals, and what each was hired for","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_funds":{"id":"pitchbook_investor_funds","name":"PitchBook Investor Funds","description":"Retrieve the funds an investor manages, with open and closed counts and the min, median, and max fund size","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_general_service_providers":{"id":"pitchbook_investor_general_service_providers","name":"PitchBook Investor General Service Providers","description":"Retrieve the current and former general service providers engaged by an investor","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_investments":{"id":"pitchbook_investor_investments","name":"PitchBook Investor Investments","description":"Retrieve every investment an investor has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_last_closed_fund":{"id":"pitchbook_investor_last_closed_fund","name":"PitchBook Investor Last Closed Fund","description":"Retrieve the most recently closed fund raised by an investor, with its size, type, and vintage","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_preferences":{"id":"pitchbook_investor_preferences","name":"PitchBook Investor Preferences","description":"Retrieve what an investor targets: check size, deal size, valuation, revenue, geography, industry, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_search":{"id":"pitchbook_investor_search","name":"PitchBook Investor Search","description":"Search PitchBook for investors by type, location, assets under management, fund profile, and deal activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"investorType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook investor type code (e.g. LP_BI, LP_E)"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the investor is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the investor is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the investor is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code of the investor funds"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^500 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code the investor has participated in"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"preferredDealTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred deal type codes the investor targets"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the investor targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the investor targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_investor_updates":{"id":"pitchbook_investor_updates","name":"PitchBook Investor Updates","description":"Check which investor datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_actual_allocations":{"id":"pitchbook_limited_partner_actual_allocations","name":"PitchBook Limited Partner Actual Allocations","description":"Retrieve a limited partner reported asset allocation across cash, equities, fixed income, private equity, real estate, and alternatives","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_bio":{"id":"pitchbook_limited_partner_bio","name":"PitchBook Limited Partner Bio","description":"Retrieve the profile of a limited partner: names, description, type, assets under management, and staff","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50. Use a limited partner search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_aggregates":{"id":"pitchbook_limited_partner_commitment_aggregates","name":"PitchBook Limited Partner Commitment Aggregates","description":"Retrieve a limited partner commitments rolled up by fund type, both active and all-time","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_preferences":{"id":"pitchbook_limited_partner_commitment_preferences","name":"PitchBook Limited Partner Commitment Preferences","description":"Retrieve what a limited partner commits to: preferred commitment size, fund types, and geographies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitments_detailed":{"id":"pitchbook_limited_partner_commitments_detailed","name":"PitchBook Limited Partner Commitments","description":"Retrieve every fund commitment a limited partner has made, with date, size, status, and the managers behind each fund","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_search":{"id":"pitchbook_limited_partner_search","name":"PitchBook Limited Partner Search","description":"Search PitchBook for limited partners by type, location, assets under management, and commitment activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"limitedPartnerNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated limited partner names or PitchBook IDs"},"limitedPartnerType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook limited partner type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the limited partner is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the limited partner is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the limited partner is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"numberOfCommitments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of fund commitments. Use >1000, <1000, or 10^100 for a range"},"commitmentSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment size in millions. Use >100, <100, or 10^100 for a range"},"commitmentDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code the limited partner commits to"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_limited_partner_service_providers":{"id":"pitchbook_limited_partner_service_providers","name":"PitchBook Limited Partner Service Providers","description":"Retrieve the current and former service providers engaged by a limited partner","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_target_allocations":{"id":"pitchbook_limited_partner_target_allocations","name":"PitchBook Limited Partner Target Allocations","description":"Retrieve a limited partner target allocation ranges per asset class, in both value and percentage terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_updates":{"id":"pitchbook_limited_partner_updates","name":"PitchBook Limited Partner Updates","description":"Check which limited partner datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_table_structure":{"id":"pitchbook_lookup_table_structure","name":"PitchBook Lookup Table Structure","description":"List the lookup tables backing the search endpoints. Use this to find which table holds the codes a search filter expects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_tables":{"id":"pitchbook_lookup_tables","name":"PitchBook Lookup Tables","description":"Retrieve the codes in one or more lookup tables. These are the codes the search filters expect, such as INDUSTRY or VERTICAL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"tableNames":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lookup tables to return, e.g. INDUSTRY or VERTICAL. Separate multiple names with a comma. Use the lookup table structure operation to see what is available."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_detailed":{"id":"pitchbook_patent_detailed","name":"PitchBook Patent Detail","description":"Retrieve the full record for a single patent: title, status, dates, assignees, inventors, citations, and claim counts","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Patent ID, e.g. EP-3167426-B1. Patent IDs come from a patent search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_search":{"id":"pitchbook_patent_search","name":"PitchBook Patent Search","description":"Search the patents held by a company by status, filing and publication date, authority, and CPC classification","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Patent status: Active, Pending, or Inactive. Separate multiple values with a comma."},"publicationDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"firstFilingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"First filing date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"filingAuthorityLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filing authority location, e.g. EP or US. Separate multiple values with a comma."},"cpcSectionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC section code. Separate multiple values with a comma."},"cpcClassCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC class code. Separate multiple values with a comma."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_people_search":{"id":"pitchbook_people_search","name":"PitchBook People Search","description":"Search PitchBook for people by name, employer, position, education, and location","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"personNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated person names or PitchBook person IDs"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the person"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the person"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the person"},"firmNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated firm names, PitchBook IDs, websites, or tickers the person is associated with"},"firmType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook firm type code of the associated firm"},"positionLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated position level codes (e.g. CEO, CFO, CIO)"},"positionTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position title to match (e.g. Chief Executive Officer)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department code the person works in"},"university":{"type":"string","required":false,"visibility":"user-or-llm","description":"University the person attended"},"biography":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords appearing in the person biography"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the person is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the person is located in (e.g. USA)"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the associated firm"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the associated firm"},"primaryPositionOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only match the person primary position rather than any position they hold"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_person_bio":{"id":"pitchbook_person_bio","name":"PitchBook Person Bio","description":"Retrieve the profile of a person: name, biography, LinkedIn, primary employer, position, and office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_contact":{"id":"pitchbook_person_contact","name":"PitchBook Person Contact","description":"Retrieve the direct contact details on file for a person","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_education_work":{"id":"pitchbook_person_education_work","name":"PitchBook Person Education and Work","description":"Retrieve a person full history: education, company roles, board seats, deal roles, and fund roles","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_sandbox_entities":{"id":"pitchbook_sandbox_entities","name":"PitchBook Sandbox Entities","description":"List the entities a sandbox API key is allowed to query, so test workflows have real IDs to run against","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type to list: COMPANIES, INVESTORS, LIMITED_PARTNERS, SERVICE_PROVIDERS, PEOPLE, DEALS, or FUNDS. The matching array on the response is named after it, so COMPANIES returns a companies array."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_search":{"id":"pitchbook_search","name":"PitchBook Search","description":"Search across every PitchBook entity type at once by name, PitchBook ID, website, or ticker. Use this to resolve a company, investor, or fund to its PitchBook ID before calling a profile operation.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to look up: an entity name, a PitchBook ID, a website, a ticker, or an exchange-qualified ticker. Names and websites match partially once the term is long enough; IDs and tickers match exactly."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"}},"hostedApiKey":"none"},"pitchbook_service_provider_bio":{"id":"pitchbook_service_provider_bio","name":"PitchBook Service Provider Bio","description":"Retrieve the profile of a service provider: names, types, description, and how many companies, deals, investors, funds, and limited partners it has serviced","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75. Use a service provider search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_service_provider_search":{"id":"pitchbook_service_provider_search","name":"PitchBook Service Provider Search","description":"Search PitchBook for service providers by type, location, and the deals they have worked on","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"serviceProviderNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service provider names or PitchBook IDs"},"serviceProviderType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook service provider type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the service provider is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the service provider is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the service provider is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"numberOfDeals":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of deals worked on. Use >50, <50, or 10^50 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code of the deals worked on"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >450, <450, or 10^450 for a range"},"serviceTypesOnDeal":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service type codes provided on the deal"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_service_provider_updates":{"id":"pitchbook_service_provider_updates","name":"PitchBook Service Provider Updates","description":"Check which service provider datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_companies":{"id":"pitchbook_serviced_companies","name":"PitchBook Serviced Companies","description":"Retrieve the companies a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_deals":{"id":"pitchbook_serviced_deals","name":"PitchBook Serviced Deals","description":"Retrieve the deals a service provider worked on and what it was hired for on each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_funds":{"id":"pitchbook_serviced_funds","name":"PitchBook Serviced Funds","description":"Retrieve the funds a service provider has worked with and the service provided to each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_investors":{"id":"pitchbook_serviced_investors","name":"PitchBook Serviced Investors","description":"Retrieve the investors a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_limited_partners":{"id":"pitchbook_serviced_limited_partners","name":"PitchBook Serviced Limited Partners","description":"Retrieve the limited partners a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_shared_search":{"id":"pitchbook_shared_search","name":"PitchBook Shared Search","description":"Extract the names and PitchBook IDs behind an Advanced Search shared from the PitchBook platform, using the search ID and hash from the shared link","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type the shared search returns: COMPANIES, DEALS, INVESTORS, SERVICE_PROVIDERS, LIMITED_PARTNERS, PEOPLE, ENTITY_MANAGEMENT, or FUNDS"},"searchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID from the shared link, the path segment after /search/ (e.g. 8e6bd17e-dea5-4eca-8143-dddb2ab623a0)"},"hash":{"type":"string","required":true,"visibility":"user-or-llm","description":"Hash query parameter from the shared link"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_usage_report":{"id":"pitchbook_usage_report","name":"PitchBook Usage Report","description":"Retrieve how many API calls were made and how many credits they charged, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_holders":{"id":"polymarket_get_holders","name":"Get Market Holders from Polymarket","description":"Retrieve top holders of a specific market token","version":"1.0.0","params":{"market":{"type":"string","required":true,"description":"Comma-separated list of condition IDs (e.g., \\"0x1234...abcd\\" or \\"0x1234...abcd,0x5678...efgh\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of holders to return (e.g., \\"10\\"). Range: 0-20, default: 20.","visibility":"user-or-llm"},"minBalance":{"type":"string","required":false,"description":"Minimum balance threshold (default: 1)","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_last_trade_price":{"id":"polymarket_get_last_trade_price","name":"Get Last Trade Price from Polymarket","description":"Retrieve the last trade price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_leaderboard":{"id":"polymarket_get_leaderboard","name":"Get Leaderboard from Polymarket","description":"Retrieve trader leaderboard rankings by profit/loss or volume","version":"1.0.0","params":{"category":{"type":"string","required":false,"description":"Category filter: OVERALL, POLITICS, SPORTS, CRYPTO, CULTURE, MENTIONS, WEATHER, ECONOMICS, TECH, FINANCE (default: OVERALL)","visibility":"user-or-llm"},"timePeriod":{"type":"string","required":false,"description":"Time period: DAY, WEEK, MONTH, ALL (default: DAY)","visibility":"user-or-llm"},"orderBy":{"type":"string","required":false,"description":"Order by: PNL or VOL (default: PNL)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results to return (e.g., \\"10\\"). Range: 1-50, default: 25.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"25\\"). Range: 0-1000, default: 0.","visibility":"user-or-llm"},"user":{"type":"string","required":false,"description":"Filter by specific user wallet address","visibility":"user-or-llm"},"userName":{"type":"string","required":false,"description":"Filter by username","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_market":{"id":"polymarket_get_market","name":"Get Market from Polymarket","description":"Retrieve details of a specific prediction market by ID or slug","version":"1.0.0","params":{"marketId":{"type":"string","required":false,"description":"The numeric market ID (e.g., \\"253591\\"). Required if slug is not provided. Not the condition ID.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The market slug (e.g., \\"will-trump-win\\"). URL-friendly identifier. Required if marketId is not provided.","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_markets":{"id":"polymarket_get_markets","name":"Get Markets from Polymarket","description":"Retrieve a list of prediction markets from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open markets only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volumeNum, liquidityNum, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_midpoint":{"id":"polymarket_get_midpoint","name":"Get Midpoint Price from Polymarket","description":"Retrieve the midpoint price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_orderbook":{"id":"polymarket_get_orderbook","name":"Get Orderbook from Polymarket","description":"Retrieve the order book summary for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_positions":{"id":"polymarket_get_positions","name":"Get Positions from Polymarket","description":"Retrieve user positions from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Condition IDs to filter positions (e.g., \\"0x1234...abcd,0x5678...efgh\\"). 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Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}},"hostedApiKey":"none"},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}},"hostedApiKey":"none"},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}},"hostedApiKey":"none"},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}},"hostedApiKey":"none"},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}},"hostedApiKey":"none"},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}},"hostedApiKey":"none"},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}},"hostedApiKey":"none"},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}},"hostedApiKey":"none"},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}},"hostedApiKey":"none"},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}},"hostedApiKey":"none"},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}},"hostedApiKey":"none"},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active"},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity"},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}},"hostedApiKey":"none"},"posthog_update_insight":{"id":"posthog_update_insight","name":"PostHog Update Insight","description":"Update an existing insight in PostHog. Can modify name, description, query, dashboards, tags, and favorited status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to update (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the insight"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to attach this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"},"favorited":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the insight as favorited"}},"hostedApiKey":"none"},"posthog_update_property_definition":{"id":"posthog_update_property_definition","name":"PostHog Update Property Definition","description":"Update a property definition in PostHog. Can modify description, tags, property type, and verification status to maintain clean property schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the property"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the property"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the property as verified"},"property_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"The data type of the property (e.g., String, Numeric, Boolean, DateTime, etc.)"}},"hostedApiKey":"none"},"posthog_update_survey":{"id":"posthog_update_survey","name":"PostHog Update Survey","description":"Update an existing survey in PostHog. Can modify questions, appearance, conditions, and other settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to update (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover or api"},"questions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Archive or unarchive the survey"}},"hostedApiKey":"none"},"profound_bot_logs":{"id":"profound_bot_logs","name":"Profound Bot Logs","description":"Get identified bot visit logs with filters for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot logs for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: timestamp, method, host, path, status_code, ip, user_agent, referer, bytes_sent, duration_ms, query_params, bot_name, bot_provider, bot_types"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}},"hostedApiKey":"none"},"profound_bots_report":{"id":"profound_bots_report","name":"Profound Bots Report","description":"Query bot traffic report with hourly granularity for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot traffic for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: count, citations, indexing, training, last_visit"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: date, hour, path, bot_name, bot_provider, bot_type"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}},"hostedApiKey":"none"},"profound_category_assets":{"id":"profound_category_assets","name":"Profound Category Assets","description":"List assets (companies/brands) for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}},"hostedApiKey":"none"},"profound_category_personas":{"id":"profound_category_personas","name":"Profound Category Personas","description":"List personas for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}},"hostedApiKey":"none"},"profound_category_prompts":{"id":"profound_category_prompts","name":"Profound Category Prompts","description":"List prompts for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 10000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"orderDir":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc (default desc)"},"promptType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated prompt types to filter: visibility, sentiment"},"topicId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated topic IDs (UUIDs) to filter by"},"tagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs (UUIDs) to filter by"},"regionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated region IDs (UUIDs) to filter by"},"platformId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated platform IDs (UUIDs) to filter by"}},"hostedApiKey":"none"},"profound_category_tags":{"id":"profound_category_tags","name":"Profound Category Tags","description":"List tags for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}},"hostedApiKey":"none"},"profound_category_topics":{"id":"profound_category_topics","name":"Profound Category Topics","description":"List topics for a specific category in 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Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_queues":{"id":"rabbitmq_list_queues","name":"RabbitMQ List Queues","description":"List queues in a RabbitMQ virtual host with their depth, consumer count, and configuration.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Queues per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter queues whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_vhosts":{"id":"rabbitmq_list_vhosts","name":"RabbitMQ List Virtual Hosts","description":"List the virtual hosts on the broker with their message totals, so you can discover which scopes exist.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. 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When publishing to the default exchange this is the target queue name."},"payload":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message body to publish"},"payloadEncoding":{"type":"string","required":false,"visibility":"user-only","description":"How the payload is encoded: string (default) or base64"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"AMQP basic properties as a JSON object, e.g. {\\"delivery_mode\\":2,\\"content_type\\":\\"application/json\\"}"},"headers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message headers as a JSON object, e.g. {\\"source\\":\\"sim\\"}"}},"hostedApiKey":"none"},"rabbitmq_purge_queue":{"id":"rabbitmq_purge_queue","name":"RabbitMQ Purge Queue","description":"Discard every ready message in a RabbitMQ queue while leaving the queue itself in place.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"queue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the queue to purge"}},"hostedApiKey":"none"},"railway_create_environment":{"id":"railway_create_environment","name":"Railway Create Environment","description":"Create a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name"},"sourceEnvironmentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Environment ID to clone from"},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the environment is ephemeral"},"skipInitialDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip initial deploys for the environment"},"stageInitialChanges":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stage initial changes instead of applying them immediately"}},"hostedApiKey":"none"},"railway_create_project":{"id":"railway_create_project","name":"Railway Create Project","description":"Create a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Service name"},"repo":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub repository in owner/name format to deploy from"},"image":{"type":"string","required":false,"visibility":"user-or-llm","description":"Docker image to deploy, for example redis:7-alpine"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to deploy when using a repository source"}},"hostedApiKey":"none"},"railway_delete_environment":{"id":"railway_delete_environment","name":"Railway Delete Environment","description":"Delete a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"}},"hostedApiKey":"none"},"railway_delete_project":{"id":"railway_delete_project","name":"Railway Delete Project","description":"Delete a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_delete_service":{"id":"railway_delete_service","name":"Railway Delete Service","description":"Delete a Railway service and all of its deployments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"}},"hostedApiKey":"none"},"railway_delete_variable":{"id":"railway_delete_variable","name":"Railway Delete Variable","description":"Delete a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name to delete"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to delete a shared variable."}},"hostedApiKey":"none"},"railway_deploy_service":{"id":"railway_deploy_service","name":"Railway Deploy Service","description":"Trigger a deployment for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"commitSha":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific Git commit SHA to deploy"}},"hostedApiKey":"none"},"railway_get_deployment":{"id":"railway_get_deployment","name":"Railway Get Deployment","description":"Get details for a single Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_get_deployment_logs":{"id":"railway_get_deployment_logs","name":"Railway Get Deployment Logs","description":"Retrieve runtime logs for a Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log lines to return"}},"hostedApiKey":"none"},"railway_get_project":{"id":"railway_get_project","name":"Railway Get Project","description":"Get a Railway project with its services and environments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_deployments":{"id":"railway_list_deployments","name":"Railway List Deployments","description":"List deployments for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of deployments to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_project_members":{"id":"railway_list_project_members","name":"Railway List Project Members","description":"List members for a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_projects":{"id":"railway_list_projects","name":"Railway List Projects","description":"List Railway projects visible to the provided token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to list projects from"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_variables":{"id":"railway_list_variables","name":"Railway List Variables","description":"List Railway environment variables for a service or shared environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_rollback_deployment":{"id":"railway_rollback_deployment","name":"Railway Rollback Deployment","description":"Roll a Railway service back to a previous deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID to roll back to (must have canRollback)"}},"hostedApiKey":"none"},"railway_transfer_project":{"id":"railway_transfer_project","name":"Railway Transfer Project","description":"Transfer a Railway project to another workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination workspace ID"}},"hostedApiKey":"none"},"railway_update_project":{"id":"railway_update_project","name":"Railway Update Project","description":"Update a Railway project name or description","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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revenue as a number"},"numberOfEmployees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of employees as an integer"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_case":{"id":"salesforce_update_case","name":"Update Case in Salesforce","description":"Update an existing case","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"caseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Case ID to update (18-character string starting with 500)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., New, Working, Escalated, Closed)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority (e.g., Low, Medium, High)"},"origin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Origin (e.g., Phone, Email, Web)"},"contactId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Contact ID (18-character string starting with 003)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Account ID (18-character string starting with 001)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_contact":{"id":"salesforce_update_contact","name":"Update Contact in Salesforce","description":"Update an existing contact in Salesforce CRM","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Contact ID to update (18-character string starting with 003)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Account ID (18-character string starting with 001)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"mailingStreet":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing street"},"mailingCity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing city"},"mailingState":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing state"},"mailingPostalCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing postal code"},"mailingCountry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing country"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_custom_field":{"id":"salesforce_update_custom_field","name":"Update Custom Field in Salesforce","description":"Update an existing custom field on a Salesforce object using the Tooling API","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tooling API Id of the custom field to update (find it via the Tooling Query tool)"},"label":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display label shown in the UI"},"length":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum length for Text, LongTextArea, Html, or MultiselectPicklist fields"},"precision":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total number of digits for Number, Currency, or Percent fields"},"scale":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of digits to the right of the decimal for numeric fields"},"visibleLines":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of visible lines for LongTextArea, Html, or MultiselectPicklist fields"},"required":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is required on record create/edit"},"unique":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field enforces unique values"},"externalId":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is an external ID"},"defaultValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default value; for Checkbox fields use true or false"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal description of the field"},"inlineHelpText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Help text shown next to the field in the UI"},"picklistValues":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated values to add to a Picklist or MultiselectPicklist field (existing values are kept)"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_lead":{"id":"salesforce_update_lead","name":"Update Lead in Salesforce","description":"Update an existing lead","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"leadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Lead ID to update (18-character string starting with 00Q)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead status (e.g., Open, Working, Closed)"},"leadSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead source (e.g., Web, Referral, Campaign)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_opportunity":{"id":"salesforce_update_opportunity","name":"Update Opportunity in Salesforce","description":"Update an existing opportunity","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"opportunityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Opportunity ID to update (18-character string starting with 006)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity name"},"stageName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stage name (e.g., Prospecting, Qualification, Closed Won)"},"closeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close date in YYYY-MM-DD format"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Account ID (18-character string starting with 001)"},"amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal amount as a number"},"probability":{"type":"string","required":false,"visibility":"user-or-llm","description":"Win probability as integer (0-100)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_task":{"id":"salesforce_update_task","name":"Update Task in Salesforce","description":"Update an existing task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Task ID to update (18-character string starting with 00T)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., Not Started, In Progress, Completed)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority (e.g., Low, Normal, High)"},"activityDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format"},"whoId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Related Contact ID (003...) or Lead ID (00Q...)"},"whatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Related Account ID (001...) or Opportunity ID (006...)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"sap_concur_approve_expense_report":{"id":"sap_concur_approve_expense_report","name":"SAP Concur Approve Expense Report","description":"Approve an expense report as a manager (PATCH /expensereports/v4/reports/{reportId}/approve). Optional body fields: comment, expenseRejectedComment (required if the report has rejected expenses), expectedStepCode, expectedStepSequence, statusId (default A_APPR).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to approve"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional request body. All fields are optional: `comment` (e.g., { \\"comment\\": \\"Approved\\" }), `expenseRejectedComment` (required only if the report contains rejected expenses), `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}},"hostedApiKey":"none"},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee association payload with exactly two top-level fields: \\"noShowAttendeeCount\\" (integer, default 0) and \\"expenseAttendeeList\\" (array). Each entry in expenseAttendeeList requires \\"attendeeId\\" (string) and \\"transactionAmount\\" (object: { \\"value\\": number, \\"currencyCode\\": string }), and optionally accepts \\"customData\\", \\"isAmountUserEdited\\" (boolean), \\"isTraveling\\" (boolean), \\"associatedAttendeeCount\\" (integer), and \\"versionNumber\\" (integer). Example: { \\"noShowAttendeeCount\\": 0, \\"expenseAttendeeList\\": [{ \\"attendeeId\\": \\"gWmMv2Ii5rGtEBTBhBqUw\\", \\"transactionAmount\\": { \\"value\\": 23, \\"currencyCode\\": \\"USD\\" } }] }. Note: the object form follows the request schema (Amount = value + currencyCode, both required), but the documented POST example sends a scalar \\"transactionAmount\\": 23 — the docs conflict here."}},"hostedApiKey":"none"},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload. Required fields: amountRequested ({ currency, amount }), name, and userId. Optional fields: accountCode, comment, purpose. The Concur docs are inconsistent on casing — the reference request example and the API Explorer swagger both use userId, while the schema table spells it userID; if a request is rejected with a 400, retry with the other spelling."}},"hostedApiKey":"none"},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}},"hostedApiKey":"none"},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). Required body fields: name, policyId.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who will own the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (creating own report) or PROXY (creating on behalf of another user)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Report payload — `name` and `policyId` are required. Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}},"hostedApiKey":"none"},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: listId, shortCode, value. Optional: parentId or parentCode (mutually exclusive). Note: Concur rejects shortCode/value containing hyphens."}},"hostedApiKey":"none"},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload. Required: exactly one of userId, userEmail, or userLoginId; currencyCode (ISO 4217); and lineItems[]. Each line item requires purchaseType (GOODS or SERVICES), vendorCode, vendorAddressCode, description, quantity, and unitPrice."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses). TRAVELER is the only supported context type.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PNG, PDF, TIFF, JPEG. Maximum size 50 MB"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}},"hostedApiKey":"none"},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload. Supported fields: name, businessPurpose, startDate/endDate (YYYY-MM-DD), startTime/endTime (HH:mm), mainDestination ({ city, countryCode, countrySubDivisionCode, name }), policy ({ id }), and custom1-custom20 ({ value } or { code, value }). An id field is not allowed."}},"hostedApiKey":"none"},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload. Required: schemas (include both \\"urn:ietf:params:scim:schemas:core:2.0:User\\" and \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\"), userName, name.familyName, name.givenName, emails[].value, and companyId — which is required and immutable and must be set inside the \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\" block, not at the top level. Optional: active, displayName, timezone, and other SCIM User attributes."}},"hostedApiKey":"none"},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}},"hostedApiKey":"none"},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item from all lists that contain it (DELETE /list/v4/items/{itemId}). This is not scoped to a single list, and all children of that list item are also deleted.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}},"hostedApiKey":"none"},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."}},"hostedApiKey":"none"},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Hard delete a user identity (DELETE /profile/identity/v4.1/Users/{id}). Not recommended: SAP restricts hard delete to users with no transaction history and governs it by the Concur Data Retention policy. To deactivate a user instead, use SAP Concur Update User with a PATCH replacing active with false.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}},"hostedApiKey":"none"},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}},"hostedApiKey":"none"},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The budget item header\'s key field (uuid)"}},"hostedApiKey":"none"},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID"}},"hostedApiKey":"none"},"sap_concur_get_expected_expense":{"id":"sap_concur_get_expected_expense","name":"SAP Concur Get Expected Expense","description":"Get an expected expense (GET /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_get_expense":{"id":"sap_concur_get_expense","name":"SAP Concur Get Expense","description":"Get a single expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_get_expense_report":{"id":"sap_concur_get_expense_report","name":"SAP Concur Get Expense Report","description":"Retrieve a single expense report header by id via Expense Report v4 (/expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report), MANAGER (report under approval), PROCESSOR, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}},"hostedApiKey":"none"},"sap_concur_get_itemizations":{"id":"sap_concur_get_itemizations","name":"SAP Concur Get Expense Itemizations","description":"Get expense itemizations (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/itemizations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (the only value the endpoint supports)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_get_itinerary":{"id":"sap_concur_get_itinerary","name":"SAP Concur Get Trip","description":"Get a single trip/itinerary (GET /api/travel/trip/v1.1/{tripID}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"tripId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trip ID"},"useridType":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier type. The only value documented for Trips v1.1 is \\"login\\" (the value is the user login id); xmlsyncid and uuid are Travel Profile v2 identifier types and are not documented for this endpoint."},"useridValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier value (paired with useridType)"},"systemFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional response format. The only supported value is \\"Tripit\\", which returns a completely different XML document rooted at <Response><Trip> instead of the standard itinerary document."}},"hostedApiKey":"none"},"sap_concur_get_list":{"id":"sap_concur_get_list","name":"SAP Concur Get List","description":"Get a single custom list (GET /list/v4/lists/{listId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"}},"hostedApiKey":"none"},"sap_concur_get_list_item":{"id":"sap_concur_get_list_item","name":"SAP Concur Get List Item","description":"Get a single list item (GET /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item ID"}},"hostedApiKey":"none"},"sap_concur_get_purchase_request":{"id":"sap_concur_get_purchase_request","name":"SAP Concur Get Purchase Request","description":"Get a purchase request by ID (GET /purchaserequest/v4/purchaserequests/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"purchaseRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Purchase request ID"}},"hostedApiKey":"none"},"sap_concur_get_receipt":{"id":"sap_concur_get_receipt","name":"SAP Concur Get Receipt","description":"Get a single receipt by ID (GET /receipts/v4/{receiptId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"receiptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Receipt ID"}},"hostedApiKey":"none"},"sap_concur_get_receipt_status":{"id":"sap_concur_get_receipt_status","name":"SAP Concur Get Receipt Status","description":"Get receipt processing status (GET /receipts/v4/status/{receiptId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"receiptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Receipt ID"}},"hostedApiKey":"none"},"sap_concur_get_request_cash_advance":{"id":"sap_concur_get_request_cash_advance","name":"SAP Concur Get Request Cash Advance","description":"Get a single cash advance assigned to a travel request (GET /travelrequest/v4/cashadvances/{cashAdvanceUuid}). This endpoint exists for feature parity only and will be deprecated in the future — SAP recommends relying on the list of cash advances link available in the Request payload response instead.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance UUID (returned as part of a travel request)"}},"hostedApiKey":"none"},"sap_concur_get_travel_profile":{"id":"sap_concur_get_travel_profile","name":"SAP Concur Get Travel Profile","description":"Get a travel profile (GET /api/travelprofile/v2.0/profile). 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If empty when using a Company token the default system user will be assumed to perform the action."}},"hostedApiKey":"none"},"sap_concur_get_user":{"id":"sap_concur_get_user","name":"SAP Concur Get User","description":"Get a single user by UUID (GET /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_issue_cash_advance":{"id":"sap_concur_issue_cash_advance","name":"SAP Concur Issue Cash Advance","description":"Issue a cash advance (POST /cashadvance/v4.1/cashadvances/{cashAdvanceId}/issue).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID to issue"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional request body. All documented fields are optional: accountCode, comment, and exchangeRate."}},"hostedApiKey":"none"},"sap_concur_list_allocations":{"id":"sap_concur_list_allocations","name":"SAP Concur List Allocations","description":"List allocations on an expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/allocations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or MANAGER"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_list_attendee_associations":{"id":"sap_concur_list_attendee_associations","name":"SAP Concur List Attendee Associations","description":"List attendees associated with an expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_list_budget_categories":{"id":"sap_concur_list_budget_categories","name":"SAP Concur List Budget Categories","description":"List budget categories (GET /budget/v4/budgetCategory).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"}},"hostedApiKey":"none"},"sap_concur_list_budgets":{"id":"sap_concur_list_budgets","name":"SAP Concur List Budgets","description":"List budget item headers (GET /budget/v4/budgetItemHeader).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"adminView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns all budgets the caller can administer (default false)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page offset (Concur returns up to 50 budget headers per page)"},"responseSchema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response schema variant: \\"COMPACT\\" returns a smaller payload. Defaults to the non-compact schema"}},"hostedApiKey":"none"},"sap_concur_list_exceptions":{"id":"sap_concur_list_exceptions","name":"SAP Concur List Report Exceptions","description":"List exceptions on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/exceptions).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"excludeExpenses":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return only exceptions for the report header, excluding expense-level and allocation-level exceptions (default false)"}},"hostedApiKey":"none"},"sap_concur_list_expected_expenses":{"id":"sap_concur_list_expected_expenses","name":"SAP Concur List Expected Expenses","description":"List expected expenses on a travel request (GET /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_list_expense_reports":{"id":"sap_concur_list_expense_reports","name":"SAP Concur List Expense Reports","description":"List expense reports (GET /api/v3.0/expense/reports). 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The previous response returns NextPage as a full URI — extract its `offset` query parameter and pass that value here, not the whole URI."}},"hostedApiKey":"none"},"sap_concur_list_expenses":{"id":"sap_concur_list_expenses","name":"SAP Concur List Expenses","description":"List expenses on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (the only value the endpoint supports)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}},"hostedApiKey":"none"},"sap_concur_list_itineraries":{"id":"sap_concur_list_itineraries","name":"SAP Concur List Trips","description":"List travel trips/itineraries (GET /api/travel/trip/v1.1).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips starting on/after this date (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips ending on/before this date (YYYY-MM-DD)"},"bookingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by booking type. Supported values are capitalized: Air, Car, Dining, Hotel, Parking, Rail, Ride."},"useridType":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier type. The only value documented for Trips v1.1 is \\"login\\" (the value is the user login id); xmlsyncid and uuid are Travel Profile v2 identifier types and are not documented for this endpoint."},"useridValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier value (paired with useridType)"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever itemsPerPage or page is provided."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever page or itemsPerPage is provided."},"includeMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include paging metadata in the response. Implied when page or itemsPerPage is set."},"includeCanceledTrips":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include canceled trips in the result set"},"createdAfterDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created after this date (YYYY-MM-DD)"},"createdBeforeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created before this date (YYYY-MM-DD)"},"lastModifiedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips modified on/after this date (YYYY-MM-DD)"},"includeVirtualTrip":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"1\\" to include virtual trips, which carry the offline segments booked through Concur Request."},"includeGuestBookings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include trips booked on behalf of guests. Defaults to false."}},"hostedApiKey":"none"},"sap_concur_list_list_items":{"id":"sap_concur_list_list_items","name":"SAP Concur List List Items","description":"List the top-level items (children) for a custom list (GET /list/v4/lists/{listId}/children).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: value or shortCode"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"hasChildren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include only items that have children"},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"shortCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by display value"},"shortCodeOrValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code OR value"}},"hostedApiKey":"none"},"sap_concur_list_lists":{"id":"sap_concur_list_lists","name":"SAP Concur List Lists","description":"List custom lists (GET /list/v4/lists).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: name, levelcount, or listcategory"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by list name. Accepts an operator prefix: sw: (starts with), ew: (ends with), not:, cp: (contains) (e.g. \\"sw:Cost\\")."},"categoryType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by category type (mapped to the category.type query param). Accepts an operator prefix: eq:, not:."},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"levelCount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by number of levels. Accepts an operator prefix: eq:, gt:, gte:, lt:, lte: (e.g. \\"eq:1\\", \\"gt:2\\", \\"lte:9\\")."}},"hostedApiKey":"none"},"sap_concur_list_receipts":{"id":"sap_concur_list_receipts","name":"SAP Concur List Receipts","description":"List receipts for a user (GET /receipts/v4/users/{userId}). Concur documents no query parameters for this endpoint, so page size and offset cannot be controlled; follow the \\"next\\" URL in the response to page forward.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"}},"hostedApiKey":"none"},"sap_concur_list_report_comments":{"id":"sap_concur_list_report_comments","name":"SAP Concur List Report Comments","description":"List comments on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"includeAllComments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include comments from all expenses in the report (default false)"}},"hostedApiKey":"none"},"sap_concur_list_reports_to_approve":{"id":"sap_concur_list_reports_to_approve","name":"SAP Concur List Reports To Approve","description":"List expense reports awaiting approval (GET /expensereports/v4/users/{userId}/context/MANAGER/reportsToApprove).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Manager user UUID"},"contextType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access context: must be MANAGER (default)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Report field name to sort by (e.g., reportDate)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"includeDelegateApprovals":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include reports the caller can approve as a delegate"}},"hostedApiKey":"none"},"sap_concur_list_travel_profiles_summary":{"id":"sap_concur_list_travel_profiles_summary","name":"SAP Concur List Travel Profiles Summary","description":"List travel profile summaries (GET /api/travelprofile/v2.0/summary). LastModifiedDate is required by Concur.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"lastModifiedDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required UTC datetime in YYYY-MM-DDThh:mm:ss format"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page (max 200)"},"travelConfigs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated travel configuration ids"},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user state: \\"1\\" returns active users, \\"0\\" returns inactive users."}},"hostedApiKey":"none"},"sap_concur_list_travel_request_comments":{"id":"sap_concur_list_travel_request_comments","name":"SAP Concur List Travel Request Comments","description":"List comments on a travel request (GET /travelrequest/v4/requests/{requestUuid}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"}},"hostedApiKey":"none"},"sap_concur_list_travel_requests":{"id":"sap_concur_list_travel_requests","name":"SAP Concur List Travel Requests","description":"List travel requests (GET /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"view":{"type":"string","required":false,"visibility":"user-or-llm","description":"View filter: ALL, ACTIVE, ACTIVEAPPROVED, UNSUBMITTED, PENDING, VALIDATED, APPROVED, CANCELED, CLOSED, SUBMITTED, TOAPPROVE, PENDINGEBOOKING, PENDINGPROPOSAL, PROPOSALAPPROVED, or PROPOSALCANCELED. Defaults to ALL when omitted. The three TMC-agent views (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) require userId."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Records per page (default 10, maximum 100 — higher values return 400)"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page start cursor (offset)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"For a traveler view, the unique identifier of the Request owner to search for. For an approver view, the unique identifier of the approver. For a TMC-agent view (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) this is required and is the unique identifier of the TMC agent."},"approvedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved before this date"},"approvedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved after this date"},"modifiedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified before this date"},"modifiedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified after this date"},"sortField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: startDate, approvalStatus, or requestId (default startDate)"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: ASC or DESC (default DESC)"}},"hostedApiKey":"none"},"sap_concur_list_users":{"id":"sap_concur_list_users","name":"SAP Concur List Users","description":"List Concur user identities (GET /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of users to return (default 100, max 1000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"SCIM v4.1 pagination cursor — the nextCursor value returned by a prior call"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_move_travel_request":{"id":"sap_concur_move_travel_request","name":"SAP Concur Move Travel Request","description":"Move a travel request through workflow (POST /travelrequest/v4/requests/{requestUuid}/{action}). Valid actions: submit, recall, cancel, approve, sendback, close, reopen.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow action: submit, recall, cancel, approve, sendback, close, reopen"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the status transition. Required when connecting with a Company token for traveler and Non traveler actions only; not required for External system validation actions. If empty, a 400 `missingRequiredParam` error code is returned. For non-traveler actions, if not provided, \\"System, Concur\\" is displayed in the Audit Trail of the Request."},"companyID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional company identifier for the workflow action (documented as `companyID`, distinct from the companyUuid auth field)"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment sent as a query parameter. Only works when the workflow action is `sendback`. This comment is visible wherever Request comments are available."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional payload — only the `sendback` action accepts one (e.g., { \\"comment\\": \\"...\\" }). Every other action takes no payload."}},"hostedApiKey":"none"},"sap_concur_recall_expense_report":{"id":"sap_concur_recall_expense_report","name":"SAP Concur Recall Expense Report","description":"Recall a submitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/recall — supported contexts: TRAVELER, PROXY). Takes no request body. This operation supports user-level access tokens: set grantType to \\"password\\" with username and password, since the default client_credentials grant yields a company-level token.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password. Recall requires a user-level access token, so set this to \\"password\\" and supply username/password — client_credentials produces a company-level token that Concur rejects for this operation."},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to recall"}},"hostedApiKey":"none"},"sap_concur_remove_all_attendees":{"id":"sap_concur_remove_all_attendees","name":"SAP Concur Remove All Attendees","description":"Remove all attendees from an expense (DELETE /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_search_locations":{"id":"sap_concur_search_locations","name":"SAP Concur Search Locations","description":"Search Concur location reference data (GET /localities/v5/locations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text for location search. Conditional — required if none of locationNameKey, locationNameId, or locCode is present."},"locCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Location code. Conditional — required if none of locationNameKey, locationNameId, or searchText is present."},"locationNameId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID identifier of the location name. Conditional — required if none of locationNameKey, locCode, or searchText is present."},"locationNameKey":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unique key for the location name. Conditional — required if none of locationNameId, locCode, or searchText is present."},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"2-letter ISO 3166-1 country code. Only valid together with searchText."},"subdivisionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-2:2007 country subdivision (e.g. US-WA). Only valid together with searchText."},"adminRegionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Administrative region ID. Only valid together with searchText."}},"hostedApiKey":"none"},"sap_concur_search_users":{"id":"sap_concur_search_users","name":"SAP Concur Search Users","description":"Search users via SCIM .search endpoint (POST /profile/identity/v4.1/Users/.search).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM search payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:concur:2.0:SearchRequest\\"] (Concur-specific URN, not the standard SearchRequest URN). Optional: filter, count (1-1000), attributes, excludedAttributes, cursor (the nextCursor value from a prior response). The startIndex request parameter is not supported (responses still return a startIndex value)."}},"hostedApiKey":"none"},"sap_concur_send_back_expense_report":{"id":"sap_concur_send_back_expense_report","name":"SAP Concur Send Back Expense Report","description":"Send back an expense report to the employee (PATCH /expensereports/v4/reports/{reportId}/sendBack). Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}},"hostedApiKey":"none"},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit). Takes no request body.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"}},"hostedApiKey":"none"},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON Merge Patch (RFC 7386) payload. Must be the two-key envelope { \\"allocation\\": { \\"customData\\": [{ \\"id\\": \\"custom9\\", \\"value\\": \\"...\\", \\"isValid\\": true }] }, \\"expenseIds\\": [\\"29EE...\\"] }."}},"hostedApiKey":"none"},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}},"hostedApiKey":"none"},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}). Only Company JWT authentication is allowed on this endpoint — the password grant is rejected. A submitted report cannot be updated once it has reached a Paid workflow status. Although the primary intent of this operation is for submitted report updates, it also works on unsubmitted reports, but with the same limited set of fields.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}},"hostedApiKey":"none"},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). The body must always include `reportSource` (EA, MOB, OTHER, SE, TR, or UI).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report. `reportSource` is REQUIRED by Concur on every update — one of \\"EA\\", \\"MOB\\", \\"OTHER\\", \\"SE\\", \\"TR\\", \\"UI\\" (use \\"OTHER\\" if unknown). Other updatable fields: businessPurpose, comment, country, countryCode, countrySubDivisionCode, customData, endDate, isCopyDownInherited, isPaperReceiptsReceived, name, policy, policyId, redirectFund, reportDate, startDate."}},"hostedApiKey":"none"},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}},"hostedApiKey":"none"},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the update. Optional. Will be taken into account only if calling with a Company token. If not provided the update will be performed as \\"Concur System\\"."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request. Partial update is supported. Only these fields are updatable: comment, startDate, startTime, endDate, endTime, expensePolicy, name, businessPurpose, mainDestination, travelAgency, and the custom1-custom20 fields — any other field is silently ignored. Pass an unquoted null to clear a field."}},"hostedApiKey":"none"},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:2.0:PatchOp\\"] and Operations, an array of { op, path, value } where op is add, replace, or remove. If the target location is a multi-valued attribute and no filter is specified, the attribute and all values are replaced. Example: deactivate a user with { op: \\"replace\\", path: \\"active\\", value: false }."}},"hostedApiKey":"none"},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). Body contains a currency_sets array, each with from_crn_code, to_crn_code, start_date (YYYY-MM-DD), and rate.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Bulk upload body: { currency_sets: [{ from_crn_code, to_crn_code, start_date: \\"YYYY-MM-DD\\", rate }] } (max 100 entries)"}},"hostedApiKey":"none"},"sap_concur_upload_receipt_image":{"id":"sap_concur_upload_receipt_image","name":"SAP Concur Upload Receipt Image","description":"Upload an image-only receipt (POST /receipts/v4/users/{userId}/image-only-receipts).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the receipt"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image file (UserFile reference). Supported formats: png, jpg, jpeg, tiff, tif, gif, pdf. TIFF/TIF files are converted to PDF server-side. Maximum size 25 MB."}},"hostedApiKey":"none"},"sap_s4hana_create_business_partner":{"id":"sap_s4hana_create_business_partner","name":"SAP S/4HANA Create Business Partner","description":"Create a business partner in SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_BusinessPartner). For Person category 1 provide FirstName and LastName. For Organization category 2 provide OrganizationBPName1.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartnerCategory":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerCategory: \\"1\\" Person, \\"2\\" Organization, \\"3\\" Group"},"businessPartnerGrouping":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerGrouping (number range / role grouping configured in S/4HANA, e.g. \\"0001\\")"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"FirstName (required for Person)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"LastName (required for Person)"},"organizationBPName1":{"type":"string","required":false,"visibility":"user-or-llm","description":"OrganizationBPName1 (required for Organization)"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_BusinessPartner fields merged into the create payload"}},"hostedApiKey":"none"},"sap_s4hana_create_purchase_order":{"id":"sap_s4hana_create_purchase_order","name":"SAP S/4HANA Create Purchase Order","description":"Create a purchase order in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder). PurchaseOrder is auto-assigned by SAP from the document number range; provide line items via the body parameter.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrderType (e.g., \\"NB\\" Standard PO)"},"companyCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"CompanyCode (4 chars, e.g., \\"1010\\")"},"purchasingOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingOrganization (4 chars)"},"purchasingGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingGroup (3 chars)"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier business partner key (up to 10 chars)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"A_PurchaseOrder body containing to_PurchaseOrderItem deep-insert items (required by SAP) plus any additional header fields, e.g., {\\"to_PurchaseOrderItem\\":[{\\"PurchaseOrderItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"OrderQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"PurchaseOrderQuantityUnit\\":\\"PC\\",\\"NetPriceAmount\\":\\"100.00\\",\\"DocumentCurrency\\":\\"USD\\"}]}."}},"hostedApiKey":"none"},"sap_s4hana_create_purchase_requisition":{"id":"sap_s4hana_create_purchase_requisition","name":"SAP S/4HANA Create Purchase Requisition","description":"Create a purchase requisition in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader). PurchaseRequisition is auto-assigned by SAP from the document number range; provide line items via the to_PurchaseReqnItem deep-insert array. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisitionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisitionType (e.g., \\"NB\\" Standard PR)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"to_PurchaseReqnItem deep-insert array (e.g., [{\\"PurchaseRequisitionItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"BaseUnit\\":\\"PC\\",\\"DeliveryDate\\":\\"/Date(1735689600000)/\\"}])"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional A_PurchaseRequisitionHeader fields merged into the create payload (e.g., {\\"PurReqnDescription\\":\\"Office supplies\\"})"}},"hostedApiKey":"none"},"sap_s4hana_create_sales_order":{"id":"sap_s4hana_create_sales_order","name":"SAP S/4HANA Create Sales Order","description":"Create a sales order in SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with deep insert of sales order items via to_Item.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrderType (e.g., \\"OR\\" Standard Order)"},"salesOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrganization (4 chars, e.g., \\"1010\\")"},"distributionChannel":{"type":"string","required":true,"visibility":"user-or-llm","description":"DistributionChannel (2 chars, e.g., \\"10\\")"},"organizationDivision":{"type":"string","required":true,"visibility":"user-or-llm","description":"OrganizationDivision (2 chars, e.g., \\"00\\")"},"soldToParty":{"type":"string","required":true,"visibility":"user-or-llm","description":"SoldToParty business partner key (up to 10 chars)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of sales order items for to_Item deep insert. Each item should include Material and RequestedQuantity (e.g., [{\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"1\\"}])."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_SalesOrder fields merged into the create payload"}},"hostedApiKey":"none"},"sap_s4hana_delete_sales_order":{"id":"sap_s4hana_delete_sales_order","name":"SAP S/4HANA Delete Sales Order","description":"Delete an A_SalesOrder entity in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). 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This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"PurchaseRequisitionType eq \'NB\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseReqnItem\\")"}},"hostedApiKey":"none"},"sap_s4hana_list_sales_orders":{"id":"sap_s4hana_list_sales_orders","name":"SAP S/4HANA List Sales Orders","description":"List sales orders from SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA 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On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SalesOrganization eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_Item,to_Partner\\")"}},"hostedApiKey":"none"},"sap_s4hana_list_supplier_invoices":{"id":"sap_s4hana_list_supplier_invoices","name":"SAP S/4HANA List Supplier Invoices","description":"List supplier invoices from SAP S/4HANA Cloud (API_SUPPLIERINVOICE_PROCESS_SRV, A_SupplierInvoice) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"InvoicingParty eq \'17300001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}},"hostedApiKey":"none"},"sap_s4hana_list_suppliers":{"id":"sap_s4hana_list_suppliers","name":"SAP S/4HANA List Suppliers","description":"List suppliers from SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_Supplier) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SupplierAccountGroup eq \'BP02\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_SupplierCompany,to_SupplierPurchasingOrg\\")"}},"hostedApiKey":"none"},"sap_s4hana_odata_query":{"id":"sap_s4hana_odata_query","name":"SAP S/4HANA OData Query","description":"Make an arbitrary OData v2 call against any SAP S/4HANA Cloud whitelisted Communication Scenario. Use when no dedicated tool exists for the entity. The integration handles auth, CSRF, and OData unwrapping. For write operations (POST/PUT/PATCH/MERGE/DELETE), pass an If-Match ETag obtained from a prior GET to avoid lost updates; misuse will mutate production data.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"service":{"type":"string","required":true,"visibility":"user-or-llm","description":"OData service name (e.g., \\"API_BUSINESS_PARTNER\\", \\"API_SALES_ORDER_SRV\\")"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path inside the service (e.g., \\"/A_BusinessPartner\\" or \\"/A_BusinessPartner(\'1000123\')\\")"},"method":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: GET (default), POST, PATCH, PUT, DELETE, MERGE"},"query":{"type":"json","required":false,"visibility":"user-or-llm","description":"OData query parameters as JSON object or query string (e.g., {\\"$filter\\":\\"BusinessPartnerCategory eq \'1\'\\",\\"$top\\":10}). $format=json is added automatically when omitted."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON request body for write operations"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag value for the If-Match header (required by SAP for PATCH/PUT/DELETE on existing entities)"}},"hostedApiKey":"none"},"sap_s4hana_update_business_partner":{"id":"sap_s4hana_update_business_partner","name":"SAP S/4HANA Update Business Partner","description":"Update fields on an A_BusinessPartner entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates. Deep updates on nested associations (e.g. to_BusinessPartnerAddress) are not supported by SAP (KBA 2833338) — use the dedicated child endpoints.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartner":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartner key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_BusinessPartner fields to update (e.g., {\\"FirstName\\":\\"Jane\\",\\"SearchTerm1\\":\\"VIP\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_purchase_order":{"id":"sap_s4hana_update_purchase_order","name":"SAP S/4HANA Update Purchase Order","description":"Update fields on an A_PurchaseOrder header in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — line-item changes are not supported via deep update on the header (SAP KBA 2833338); use the A_PurchaseOrderItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. 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Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}},"hostedApiKey":"none"},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}},"hostedApiKey":"none"},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}},"hostedApiKey":"none"},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform. Must be one of \\"search\\", \\"news\\", \\"places\\", \\"images\\", \\"videos\\", \\"shopping\\", \\"scholar\\", \\"patents\\" — any other value is rejected."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}},"hostedApiKey":"always"},"servicenow_add_incident_comment":{"id":"servicenow_add_incident_comment","name":"Add ServiceNow Incident Comment","description":"Append an internal work note or a customer-visible additional comment to a ServiceNow incident. Both are journal fields, so the text is appended rather than replacing earlier entries.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to append to the journal field."},"commentField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which journal field to write to: \\"work_notes\\" for an internal note (default) or \\"comments\\" for a customer-visible additional comment."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results, written as aggregate^field^operator^value and comma-separated for more than one (e.g., \\"count^priority^>^3\\" or \\"count^state^=^1,avg^priority^>^3\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}},"hostedApiKey":"none"},"servicenow_close_incident":{"id":"servicenow_close_incident","name":"Close ServiceNow Incident","description":"Move a ServiceNow incident to Closed (state 7) with a resolution code and resolution notes. Which roles may close an incident is instance-configurable, so the credential may need elevated rights.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_change_request":{"id":"servicenow_create_change_request","name":"Create ServiceNow Change Request","description":"Create a change request in ServiceNow. Reference fields (assignment group, assigned to, requested by, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the change."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the change."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change category."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"requestedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Requested by (requested_by) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the CI being changed."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"justification":{"type":"string","required":false,"visibility":"user-or-llm","description":"Justification for making the change."},"implementationPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Implementation plan."},"backoutPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backout plan."},"testPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Test plan."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_incident":{"id":"servicenow_create_incident","name":"Create ServiceNow Incident","description":"Create an incident in ServiceNow. Reference fields (caller, assignment group, assigned to, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the incident."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the incident."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Caller (caller_id) — sys_id of the sys_user who reported the incident. Use Find ServiceNow User to resolve an email address to a sys_id."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category (e.g., inquiry, software, hardware, network, database)."},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory, valid for the selected category."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority 1-5 (1 Critical … 5 Planning). Normally derived from impact and urgency, so prefer setting those."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled. Defaults to New."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the affected CI."},"businessService":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service (business_service) — sys_id of the affected business service."},"contactType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel (contact_type), e.g., email, phone, self-service, chat."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to record on creation."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Customer-visible additional comment to record on creation."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}},"hostedApiKey":"none"},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}},"hostedApiKey":"none"},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}},"hostedApiKey":"none"},"servicenow_find_user":{"id":"servicenow_find_user","name":"Find ServiceNow User","description":"Look up ServiceNow users by email, user name, or display name. Use this to resolve the sys_id needed by reference fields such as caller_id, assigned_to, and approver.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact email address to match."},"userName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact user name (user_name) to match."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the display name using the ServiceNow LIKE operator, which matches anywhere in the field."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") users."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_change_next_states":{"id":"servicenow_get_change_next_states","name":"Get ServiceNow Change Next States","description":"Read the states a ServiceNow change request can actually move to next, with the instance\'s own state-to-label map and the conditions each transition still has to meet. Use this instead of assuming the base-system state codes, which a customized change model can change.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request. Use Get ServiceNow Change Request to resolve a CHG number to its sys_id."}},"hostedApiKey":"none"},"servicenow_get_change_request":{"id":"servicenow_get_change_request","name":"Get ServiceNow Change Request","description":"Retrieve a single ServiceNow change request by number (e.g., CHG0030001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_ci":{"id":"servicenow_get_ci","name":"Get ServiceNow Configuration Item","description":"Retrieve a configuration item and its CMDB relationships through the CMDB Instance API. Returns the CI attributes plus its inbound and outbound relations, each carrying the related CI and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":true,"visibility":"user-or-llm","description":"CMDB class (table) the CI belongs to, e.g., cmdb_ci_linux_server. Read it from the sys_class_name field returned by Search ServiceNow Configuration Items."},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item to retrieve."}},"hostedApiKey":"none"},"servicenow_get_incident":{"id":"servicenow_get_incident","name":"Get ServiceNow Incident","description":"Retrieve a single ServiceNow incident by number (e.g., INC0010001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_knowledge_article":{"id":"servicenow_get_knowledge_article","name":"Get ServiceNow Knowledge Article","description":"Retrieve the full content of a ServiceNow knowledge article by sys_id or KB number through the Knowledge Management API.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"articleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id or KB number of the knowledge article (e.g., KB0000011)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include alongside the article content (e.g., workflow_state,author)."},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO 639-1 language code. Only applies when the article is addressed by KB number and a translation exists."},"updateView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to increment the article view count and record an entry in the Knowledge Use [kb_use] table."}},"hostedApiKey":"none"},"servicenow_get_requested_item":{"id":"servicenow_get_requested_item","name":"Get ServiceNow Requested Item","description":"Retrieve a single ServiceNow requested item (RITM) by number (e.g., RITM0010001) or sys_id from the Requested Item [sc_req_item] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_approvals":{"id":"servicenow_list_approvals","name":"List ServiceNow Approvals","description":"List approval records from the ServiceNow Approval [sysapproval_approver] table. Defaults to the \\"requested\\" state, which is what a user\'s pending approvals look like.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approverSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the approver (sys_user) whose approvals should be listed. Use Find ServiceNow User to resolve an email address to a sys_id."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Approval state: \\"requested\\" (pending, the default), \\"approved\\", or \\"rejected\\". Pass an empty string with a custom query to list every state."},"approvalFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the record being approved, matched against the sysapproval reference field."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}},"hostedApiKey":"none"},"servicenow_list_catalog_items":{"id":"servicenow_list_catalog_items","name":"List ServiceNow Catalog Items","description":"Browse or search the ServiceNow service catalog. Returns each item with its sys_id, name, description, type, category, and catalogs, which is what Order ServiceNow Catalog Item needs.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for in the catalog items (e.g., \\"iPhone\\")."},"catalogSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific catalog, by catalog sys_id."},"categorySysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific category, by category sys_id."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (sysparm_limit)."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_change_requests":{"id":"servicenow_list_change_requests","name":"List ServiceNow Change Requests","description":"Search ServiceNow change requests by state, type, risk, assignment, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the change short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") change requests."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_change_tasks":{"id":"servicenow_list_change_tasks","name":"List ServiceNow Change Tasks","description":"List the change tasks belonging to a ServiceNow change request, via the Change Management API. Every field is returned as {value, display_value}, so a reference field carries both its sys_id and its label. This endpoint is not the Table API: the shape is fixed with no display-value option, and the results come back under `tasks` rather than the `records` the other list operations use.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request whose tasks should be listed."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"ServiceNow encoded query used to filter the tasks (e.g., \\"active=true^ORDERBYnumber\\")."},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort the returned tasks by."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tasks to return (sysparm_limit). ServiceNow defaults to 500."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tasks to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_ci_relationships":{"id":"servicenow_list_ci_relationships","name":"List ServiceNow CI Relationships","description":"List rows from the CI Relationship [cmdb_rel_ci] table for a configuration item. Each row carries the parent CI, the child CI, and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item whose relationships should be listed."},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which side of the relationship the CI sits on: \\"parent\\", \\"child\\", or \\"both\\" (default). \\"both\\" matches rows where the CI is either the parent or the child."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_group_members":{"id":"servicenow_list_group_members","name":"List ServiceNow Group Members","description":"List the members of a ServiceNow group from the Group Member [sys_user_grmember] table. Each row links a user to a group, so use it to find who can be assigned work for an assignment group.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"groupSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user_group whose members should be listed."},"groupName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact group name, resolved against the referenced group record. Provide this or the group sys_id."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_incidents":{"id":"servicenow_list_incidents","name":"List ServiceNow Incidents","description":"Search ServiceNow incidents by state, priority, assignment, caller, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the incident short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the caller."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") incidents."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_requested_items":{"id":"servicenow_list_requested_items","name":"List ServiceNow Requested Items","description":"List requested items (RITMs) from the ServiceNow Requested Item [sc_req_item] table, optionally scoped to a parent request or a catalog item. To scope by requester, pass an encoded query against the parent request, for example \\"request.requested_for=<sys_id>\\".","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"requestSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the parent request (sc_request) whose items should be listed."},"catalogItemSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the catalog item (cat_item) to filter by."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") requested items."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_order_catalog_item":{"id":"servicenow_order_catalog_item","name":"Order ServiceNow Catalog Item","description":"Submit a service catalog request for a catalog item using the Service Catalog API order_now endpoint. Returns the generated request number and sys_id.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"catalogItemSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the catalog item to order. Use List ServiceNow Catalog Items to find it."},"quantity":{"type":"number","required":false,"visibility":"user-or-llm","description":"Quantity to order. Must not be negative. Defaults to 1."},"requestedFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user the item is ordered for. Ordering on behalf of another user is governed by the glide.sc.req_for.roles instance properties."},"variables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Name-value pairs for the catalog item variables, as a JSON object (e.g., {\\"data_plan\\": \\"500MB\\"}). All variables the item marks mandatory must be supplied."}},"hostedApiKey":"none"},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}},"hostedApiKey":"none"},"servicenow_resolve_incident":{"id":"servicenow_resolve_incident","name":"Resolve ServiceNow Incident","description":"Move a ServiceNow incident to Resolved (state 6) with a resolution code and resolution notes.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). 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Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_search_cis":{"id":"servicenow_search_cis","name":"Search ServiceNow Configuration Items","description":"Search the ServiceNow CMDB for configuration items. Defaults to the base cmdb_ci table, which returns CIs of every class; pass a CI class to scope the search to a subclass such as cmdb_ci_linux_server.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"CMDB class (table) to search, e.g., cmdb_ci_linux_server or cmdb_ci_app_server. 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Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). 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Defaults to the session language."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include in each result (e.g., workflow_state,kb_category)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of articles to return. ServiceNow defaults to 30."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of articles to skip for pagination."}},"hostedApiKey":"none"},"servicenow_update_approval":{"id":"servicenow_update_approval","name":"Approve or Reject ServiceNow Approval","description":"Approve or reject a ServiceNow approval record by setting its state on the Approval [sysapproval_approver] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approvalSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the approval record on the sysapproval_approver table. Use List ServiceNow Approvals to find it."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"Decision to record: \\"approved\\" or \\"rejected\\"."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to record alongside the decision. This is a journal field."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). 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Use Move ServiceNow Change State for state transitions.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New short description."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New detailed description."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"closeCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close code: \\"successful\\", \\"successful_issues\\", or \\"unsuccessful\\". Required when closing a change."},"closeNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close notes describing the outcome of the change."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_change_state":{"id":"servicenow_update_change_state","name":"Move ServiceNow Change State","description":"Move a ServiceNow change request to another state. Base-system change model states are -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled. The state machine rejects transitions whose conditions are not met.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"state":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target state coded value: -5 (New), -4 (Assess), -3 (Authorize), -2 (Scheduled), -1 (Implement), 0 (Review), 3 (Closed), or 4 (Canceled)."},"closeCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close code, required when moving to Closed (3): \\"successful\\", \\"successful_issues\\", or \\"unsuccessful\\"."},"closeNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close notes describing the outcome of the change."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note explaining the transition."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_incident":{"id":"servicenow_update_incident","name":"Update ServiceNow Incident","description":"Update fields on an existing ServiceNow incident. Only the fields you supply are changed. Reference fields take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New short description."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New detailed description."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled. Use Resolve or Close ServiceNow Incident for those transitions so the resolution fields are populated."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category."},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the affected CI."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to append."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Customer-visible additional comment to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_record":{"id":"servicenow_update_record","name":"Update ServiceNow Record","description":"Update an existing record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to update (e.g., 6816f79cc0a8016401c5a33be04be441)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update as JSON object (e.g., {\\"state\\": \\"2\\", \\"priority\\": \\"1\\"})"}},"hostedApiKey":"none"},"servicenow_upload_attachment":{"id":"servicenow_upload_attachment","name":"Upload ServiceNow Attachment","description":"Attach a file to a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, 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Domain identities only."},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of tags to associate with the identity: [{\\"key\\":\\"\\",\\"value\\":\\"\\"}]"},"configurationSetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default configuration set to use when sending from this identity"}},"hostedApiKey":"none"},"ses_create_template":{"id":"ses_create_template","name":"SES Create Template","description":"Create a new SES email template for use with templated email sending","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access 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Used to create or update the app\'s Home tab experience.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to publish the Home tab view to (e.g., U0BPQUNTA)"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the Home tab. 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0 uses Snowflake maximum of 604800 seconds"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database name"},"schema":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schema name"},"taskName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task name without a database or schema prefix"}},"hostedApiKey":"none"},"snowflake_suspend_warehouse":{"id":"snowflake_suspend_warehouse","name":"Snowflake Suspend Warehouse","description":"Suspend a Snowflake virtual warehouse.","version":"1.0.0","params":{"oauthCredential":{"type":"string","required":true,"visibility":"user-only","description":"Snowflake credential (account host and programmatic access token)"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Programmatic access token injected by the executor from the selected credential"},"domain":{"type":"string","required":false,"visibility":"hidden","description":"Snowflake account host injected by the executor from the selected credential"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Snowflake role to use for this statement"},"statementTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Statement timeout in seconds; 0 uses Snowflake maximum of 604800 seconds"},"warehouseName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Warehouse name"}},"hostedApiKey":"none"},"snowflake_unload_data":{"id":"snowflake_unload_data","name":"Snowflake Unload Data","description":"Export a Snowflake table to files in a stage with COPY INTO.","version":"1.0.0","params":{"oauthCredential":{"type":"string","required":true,"visibility":"user-only","description":"Snowflake credential (account host and programmatic access token)"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Programmatic access token injected by the executor from the selected credential"},"domain":{"type":"string","required":false,"visibility":"hidden","description":"Snowflake account host injected by the executor from the selected credential"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Snowflake role to use for this statement"},"statementTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Statement timeout in seconds; 0 uses Snowflake maximum of 604800 seconds"},"warehouse":{"type":"string","required":false,"visibility":"user-or-llm","description":"Warehouse to use for this statement; defaults to the PAT user setting"},"maxRows":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum result rows; defaults to 1000 with a Sim safety limit of 10000"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database name"},"schema":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schema name"},"stagePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination stage reference, for example @EXPORTS/daily"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source table to unload. To export a query result, materialize it first as a view or with CREATE TABLE AS SELECT, then unload that"},"fileFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Named file format applied to the unloaded files"},"header":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to write column headings into the unloaded files; supported for CSV and Parquet only"},"overwrite":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to replace existing files with matching names in the stage"},"singleFile":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to write one file instead of splitting the output across files"},"maxFileSizeBytes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Upper size limit per unloaded file in bytes; Snowflake defaults to 16777216 (16 MB) and allows up to 5368709120 (5 GB)"}},"hostedApiKey":"none"},"snowflake_update_rows":{"id":"snowflake_update_rows","name":"Snowflake Update Rows","description":"Update matching rows with a bound MERGE statement without inserting new rows.","version":"1.0.0","params":{"oauthCredential":{"type":"string","required":true,"visibility":"user-only","description":"Snowflake credential (account host and programmatic access token)"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Programmatic access token injected by the executor from the selected credential"},"domain":{"type":"string","required":false,"visibility":"hidden","description":"Snowflake account host injected by the executor from the selected credential"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Snowflake role to use for this statement"},"statementTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Statement timeout in seconds; 0 uses Snowflake maximum of 604800 seconds"},"warehouse":{"type":"string","required":false,"visibility":"user-or-llm","description":"Warehouse to use for this statement; defaults to the PAT user setting"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database name"},"schema":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schema name"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target Snowflake table name within the selected database and schema context"},"rows":{"type":"json","required":true,"visibility":"user-or-llm","description":"Non-empty JSON array of row objects with matching keys. For bulk loads, stage the files and use Load Data instead."},"matchColumns":{"type":"array","required":true,"visibility":"user-or-llm","description":"Columns used to match target rows. Match values must be non-null and unique across the submitted rows.","items":{"type":"string"}}},"hostedApiKey":"none"},"snowflake_upsert_rows":{"id":"snowflake_upsert_rows","name":"Snowflake Upsert Rows","description":"Update matching rows and insert unmatched rows with a bound MERGE statement.","version":"1.0.0","params":{"oauthCredential":{"type":"string","required":true,"visibility":"user-only","description":"Snowflake credential (account host and programmatic access token)"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Programmatic access token injected by the executor from the selected credential"},"domain":{"type":"string","required":false,"visibility":"hidden","description":"Snowflake account host injected by the executor from the selected credential"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Snowflake role to use for this statement"},"statementTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Statement timeout in seconds; 0 uses Snowflake maximum of 604800 seconds"},"warehouse":{"type":"string","required":false,"visibility":"user-or-llm","description":"Warehouse to use for this statement; defaults to the PAT user setting"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database name"},"schema":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schema name"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target Snowflake table name within the selected database and schema context"},"rows":{"type":"json","required":true,"visibility":"user-or-llm","description":"Non-empty JSON array of row objects with matching keys. For bulk loads, stage the files and use Load Data instead."},"matchColumns":{"type":"array","required":true,"visibility":"user-or-llm","description":"Columns used to match target rows. Match values must be non-null and unique across the submitted rows.","items":{"type":"string"}}},"hostedApiKey":"none"},"splunk_cancel_search_job":{"id":"splunk_cancel_search_job","name":"Splunk Cancel Search Job","description":"Cancel a running Splunk search job and delete its result cache.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job to cancel (e.g. 1457683115.100)"}},"hostedApiKey":"none"},"splunk_create_search_job":{"id":"splunk_create_search_job","name":"Splunk Create Search Job","description":"Start a Splunk search job and return its search ID (sid). The search runs asynchronously — poll its status and fetch results separately.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"SPL search string (e.g. index=main sourcetype=access_combined | timechart count). The leading \\"search\\" command is added automatically when omitted."},"earliestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest (inclusive) time bound — relative (e.g. -24h) or absolute time"},"latestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest (exclusive) time bound — relative (e.g. now) or absolute time"},"execMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Execution mode: normal (returns the sid immediately) or blocking (returns the sid once the job completes). Defaults to normal. oneshot is rejected here because it returns results instead of a sid — use Splunk Run Search for that."},"adhocSearchLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: verbose, fast, or smart. Defaults to fast."},"searchId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom search ID to assign to the job. A random ID is generated when omitted."},"indexEarliest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest (inclusive) time bound based on index time rather than event time"},"indexLatest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest (exclusive) time bound based on index time rather than event time"},"enableLookups":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether lookups are applied to events. Defaults to true."},"allowPartialResults":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the job may return partial results when a search peer fails. Defaults to true."},"autoCancel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cancel the job after this many seconds of inactivity (e.g. 300). 0 never auto-cancels."},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events accessible in any given status bucket, and in transforming mode the maximum number of results to store. Defaults to 10000."}},"hostedApiKey":"none"},"splunk_dispatch_saved_search":{"id":"splunk_dispatch_saved_search","name":"Splunk Dispatch Saved Search","description":"Run a Splunk saved search immediately and return the search ID (sid) of the dispatched job.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the saved search to run (e.g. Errors in the last 24 hours)"},"triggerActions":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to trigger the saved search alert actions on this run"},"dispatchEarliestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override the earliest time bound for this run — relative (e.g. -24h) or absolute time"},"dispatchLatestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override the latest time bound for this run — relative (e.g. now) or absolute time"},"dispatchMaxCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results before the search is finalized (e.g. 10000)"},"dispatchMaxTime":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of seconds before the search is finalized (e.g. 300)"},"dispatchTtl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds for the search artifacts when no actions are triggered (e.g. 600)"},"forceDispatch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Start a new search even when another instance of this saved search is already running"}},"hostedApiKey":"none"},"splunk_get_fired_alerts":{"id":"splunk_get_fired_alerts","name":"Splunk Get Fired Alerts","description":"List the unexpired triggered instances of a Splunk alert by saved search name, including severity, trigger time, and the search ID of each firing.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alerting saved search (e.g. Errors in the last 24 hours). Use - to return the fired alerts of every saved search — this endpoint documents \\"Request parameters: None\\", so there is no count or offset to bound that with. Name one saved search unless you really want all of them."}},"hostedApiKey":"none"},"splunk_get_saved_search":{"id":"splunk_get_saved_search","name":"Splunk Get Saved Search","description":"Get the configuration of a single Splunk saved search by name, including its SPL, schedule, and alert settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the saved search (e.g. Errors in the last 24 hours)"}},"hostedApiKey":"none"},"splunk_get_search_job":{"id":"splunk_get_search_job","name":"Splunk Get Search Job","description":"Get the status and progress of a Splunk search job by search ID, including dispatch state, completion progress, and event/result counts.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job to inspect (e.g. 1457683115.100)"}},"hostedApiKey":"none"},"splunk_get_search_results":{"id":"splunk_get_search_results","name":"Splunk Get Search Results","description":"Fetch the transformed results of a completed Splunk search job by search ID, with pagination.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job whose results to fetch (e.g. 1457683115.100)"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of result rows to return. Defaults to 100. Page through larger result sets with offset rather than raising this — a completed job can hold millions of rows. 0 is rejected here even though Splunk reads it as \\"every row\\"."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"First result row (0-indexed) from which to begin returning data"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return for each row (e.g. _time,host,source). Returns all fields when omitted."},"addSummaryToMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include field summary statistics in the response"}},"hostedApiKey":"none"},"splunk_list_apps":{"id":"splunk_list_apps","name":"Splunk List Apps","description":"List the apps installed on the Splunk instance with their label, version, author, and enabled state.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of apps to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first app to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_fired_alerts":{"id":"splunk_list_fired_alerts","name":"Splunk List Fired Alerts","description":"List the saved searches with currently triggered (unexpired) Splunk alerts and how many times each has fired.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of entries to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_indexes":{"id":"splunk_list_indexes","name":"Splunk List Indexes","description":"List the indexes configured on the Splunk instance with their size, event count, and retention settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"datatype":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter indexes by type: all, event, or metric. Splunk defaults to event, so pass all to include metric indexes."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of indexes to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_saved_searches":{"id":"splunk_list_saved_searches","name":"Splunk List Saved Searches","description":"List saved searches and reports configured in Splunk, including their SPL, schedule, and alert configuration.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). 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users updated on or after this date/time (ISO 8601)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to include: active, inactive, expired, new"},"omitStatuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to exclude: active, inactive, expired, new"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a single status: active, inactive, expired, or new"}},"hostedApiKey":"none"},"thrive_suspend_user":{"id":"thrive_suspend_user","name":"Thrive Suspend User","description":"Suspend a user in Thrive by ref, marking the account inactive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to suspend"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"The date this individual left your organisation (ISO 8601)"}},"hostedApiKey":"none"},"thrive_update_assignment":{"id":"thrive_update_assignment","name":"Thrive Update Assignment","description":"Update a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API 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Example: {\\"department\\":\\"Sales\\"}"}},"hostedApiKey":"none"},"thrive_update_user_skills":{"id":"thrive_update_user_skills","name":"Thrive Update User Skills","description":"Update skills and levels for a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"skills":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of skill objects (1-100). Each: {\\"tagName\\":\\"leadership\\",\\"level\\":1,\\"targetLevel\\":3}. level/targetLevel optional (min -1)."}},"hostedApiKey":"none"},"tiktok_get_post_status":{"id":"tiktok_get_post_status","name":"TikTok Get Post Status","description":"Check the status of a video draft upload. Use the publishId returned from Upload Video Draft to track progress.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"publishId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publish ID returned from a post/upload tool."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]},"hostedApiKey":"none"},"tiktok_get_user":{"id":"tiktok_get_user","name":"TikTok Get User","description":"Get the authenticated TikTok user profile information including display name, avatar, bio, follower count, and video statistics.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","default":"open_id,union_id,avatar_url,avatar_large_url,display_name,bio_description,profile_deep_link,is_verified,username,follower_count,following_count,likes_count,video_count","description":"Comma-separated allowlisted fields to return. open_id and display_name are always included. Available: open_id, union_id, avatar_url, avatar_large_url, display_name, bio_description, profile_deep_link, is_verified, username, follower_count, following_count, likes_count, video_count. Include avatar_url or avatar_large_url to receive avatarFile."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["user.info.basic","user.info.profile","user.info.stats"]},"hostedApiKey":"none"},"tiktok_list_videos":{"id":"tiktok_list_videos","name":"TikTok List Videos","description":"Get a list of the authenticated user\'s TikTok videos with cover images, titles, and metadata. Supports pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","default":10,"description":"Maximum number of videos to return (1-20)"},"cursor":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (from previous response)"}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]},"hostedApiKey":"none"},"tiktok_query_videos":{"id":"tiktok_query_videos","name":"TikTok Query Videos","description":"Query specific TikTok videos by their IDs to get fresh metadata including cover images, embed links, and video details.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"videoIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of video IDs to query (maximum 20)","items":{"type":"string","description":"TikTok video ID"}}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]},"hostedApiKey":"none"},"tiktok_upload_video_draft":{"id":"tiktok_upload_video_draft","name":"TikTok Upload Video Draft","description":"Send an uploaded video to the authenticated user\'s TikTok inbox for manual editing and posting. The user must open TikTok and tap the inbox notification to complete the post. Rate limit: 6 requests per minute per user.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"file":{"type":"file","required":true,"visibility":"user-only","description":"Video file to upload from the workflow. Maximum size: 250 MB."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]},"hostedApiKey":"none"},"tinybird_append_datasource":{"id":"tinybird_append_datasource","name":"Tinybird Append Data Source","description":"Append data to a Tinybird Data Source from a remote file URL (CSV, NDJSON, Parquet).","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the existing Data Source to append to. Example: \\"events_raw\\""},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Publicly accessible URL of the file to append. Example: \\"https://example.com/data.csv\\""},"format":{"type":"string","required":false,"visibility":"user-only","description":"Format of the source file: \\"csv\\" (default), \\"ndjson\\", or \\"parquet\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:APPEND or DATASOURCES:CREATE scope"}},"hostedApiKey":"none"},"tinybird_delete_datasource_rows":{"id":"tinybird_delete_datasource_rows","name":"Tinybird Delete Data Source Rows","description":"Delete rows from a Tinybird Data Source matching a SQL condition.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Data Source to delete rows from. Example: \\"events_raw\\""},"delete_condition":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE-clause condition selecting the rows to delete. Example: \\"country = \'ES\'\\" or \\"event_date < \'2024-01-01\'\\""},"dry_run":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, returns how many rows would be deleted without deleting them. Defaults to false."},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:CREATE scope"}},"hostedApiKey":"none"},"tinybird_events":{"id":"tinybird_events","name":"Tinybird Events","description":"Send events to a Tinybird Data Source using the Events API. Supports JSON and NDJSON formats with optional gzip compression.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co or https://api.us-east.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Tinybird Data Source to send events to. Example: \\"events_raw\\", \\"user_analytics\\""},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Data to send as NDJSON (newline-delimited JSON) or JSON string. Each event should be a valid JSON object. Example NDJSON: {\\"user_id\\": 1, \\"event\\": \\"click\\"}\\\\n{\\"user_id\\": 2, \\"event\\": \\"view\\"}"},"wait":{"type":"boolean","required":false,"visibility":"user-only","description":"Wait for database acknowledgment before responding. Enables safer retries but introduces latency. Defaults to false."},"format":{"type":"string","required":false,"visibility":"user-only","description":"Format of the events data: \\"ndjson\\" (default) or \\"json\\""},"compression":{"type":"string","required":false,"visibility":"user-only","description":"Compression format: \\"none\\" (default) or \\"gzip\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:APPEND or DATASOURCES:CREATE scope"}},"hostedApiKey":"none"},"tinybird_get_job":{"id":"tinybird_get_job","name":"Tinybird Get Job","description":"Check the status of an asynchronous Tinybird job (import, delete, etc.) by ID.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"job_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the job to check, as returned by an append or delete operation"},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with ADMIN scope, or the token that started the job"}},"hostedApiKey":"none"},"tinybird_query":{"id":"tinybird_query","name":"Tinybird Query","description":"Execute SQL queries against Tinybird Pipes and Data Sources using the Query API.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL query to execute. Specify your desired output format (e.g., FORMAT JSON, FORMAT CSV, FORMAT TSV). JSON format provides structured data, while other formats return raw text. Example: \\"SELECT * FROM my_datasource LIMIT 100 FORMAT JSON\\""},"pipeline":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional pipe name. When provided, enables SELECT * FROM _ syntax. Example: \\"my_pipe\\", \\"analytics_pipe\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with PIPES:READ scope"}},"hostedApiKey":"none"},"tinybird_query_pipe":{"id":"tinybird_query_pipe","name":"Tinybird Query Pipe","description":"Call a published Tinybird Pipe API Endpoint by name, passing dynamic parameters and receiving structured JSON results.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"pipe":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the published Pipe API Endpoint to call. Example: \\"top_pages\\""},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Dynamic Pipe parameters as a JSON object, sent as query-string arguments. Example: {\\"start_date\\": \\"2024-01-01\\", \\"limit\\": 10}"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional SQL to run on top of the Pipe result. Use \\"_\\" to reference the Pipe. Example: \\"SELECT count() FROM _\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with PIPES:READ scope"}},"hostedApiKey":"none"},"tinybird_truncate_datasource":{"id":"tinybird_truncate_datasource","name":"Tinybird Truncate Data Source","description":"Delete all rows from a Tinybird Data Source.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Data Source to truncate. Example: \\"events_raw\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:CREATE scope"}},"hostedApiKey":"none"},"tinyfish_cancel_run":{"id":"tinyfish_cancel_run","name":"TinyFish Cancel Run","description":"Cancel a queued or in-progress TinyFish automation run by its ID","version":"1.0.0","params":{"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the run to cancel"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"none"},"tinyfish_fetch":{"id":"tinyfish_fetch","name":"TinyFish Fetch","description":"Fetch up to 10 URLs with TinyFish, rendering JavaScript when needed, and return clean extracted content","version":"1.0.0","params":{"urls":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of 1-10 URLs to fetch"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Extraction format: \\"markdown\\" (default), \\"html\\", or \\"json\\""},"links":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Also return every outbound link found on each page"},"imageLinks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Also return every image URL found on each page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"always"},"tinyfish_get_run":{"id":"tinyfish_get_run","name":"TinyFish Get Run","description":"Get the status, extracted result, and step history of a TinyFish automation run by its ID","version":"1.0.0","params":{"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the run to look up"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"none"},"tinyfish_list_profiles":{"id":"tinyfish_list_profiles","name":"TinyFish List Browser Profiles","description":"List the Browser Context Profiles saved on the TinyFish account, with the ids an agent run can start from to reuse a logged-in session","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"none"},"tinyfish_list_runs":{"id":"tinyfish_list_runs","name":"TinyFish List Runs","description":"List TinyFish automation runs, optionally filtered by status, goal text, or creation date","version":"1.0.0","params":{"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by run status: PENDING, RUNNING, COMPLETED, FAILED, or CANCELLED"},"goal":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by goal text (case-insensitive partial match, max 500 characters)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created after this ISO 8601 timestamp"},"createdBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created before this ISO 8601 timestamp"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by creation time: \\"desc\\" (newest first, default) or \\"asc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum runs to return (1-100, default 20)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor returned by a previous call"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"none"},"tinyfish_list_vault_items":{"id":"tinyfish_list_vault_items","name":"TinyFish List Vault Items","description":"List the credentials available from password managers connected to TinyFish, with the URIs an agent run can be scoped to","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"none"},"tinyfish_run":{"id":"tinyfish_run","name":"TinyFish Run Agent","description":"Run a TinyFish web agent against a website and wait for it to finish, returning the structured result it extracted","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target website URL the agent starts on"},"goal":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural-language description of what to accomplish on the website"},"browserProfile":{"type":"string","required":false,"visibility":"user-or-llm","description":"Browser engine: \\"lite\\" (standard) or \\"stealth\\" (anti-detection). Not a Browser Context Profile — use useProfile for saved logins"},"agentMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Agent behavior: \\"default\\" or \\"strict\\" (fail fast)"},"maxSteps":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum tool-call steps before the agent stops (1-500, default 150)"},"maxDurationSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum wall-clock seconds before the agent stops. Unlimited by default, so a run stalled on a slow page is only bounded by the step cap"},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema draft-07 contract the run result must satisfy"},"proxyEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Route the run through TinyFish’s Tetra proxy"},"proxyCountryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Proxy country: US, GB, CA, DE, FR, JP, or AU"},"useVault":{"type":"boolean","required":false,"visibility":"user-only","description":"Let the run use credentials from the connected TinyFish vault"},"credentialItemIds":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated vault credential URIs to scope the run to"},"useProfile":{"type":"boolean","required":false,"visibility":"user-only","description":"Start the run from a saved Browser Context Profile, reusing the logged-in session stored in it"},"profileId":{"type":"string","required":false,"visibility":"user-only","description":"Browser Context Profile to start from, such as \\"prof_abc123\\". Requires useProfile; omit to use the account default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"always"},"tinyfish_run_async":{"id":"tinyfish_run_async","name":"TinyFish Start Agent Run","description":"Queue a TinyFish web agent run and return its run ID immediately, without waiting for the automation to finish","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target website URL the agent starts on"},"goal":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural-language description of what to accomplish on the website"},"browserProfile":{"type":"string","required":false,"visibility":"user-or-llm","description":"Browser engine: \\"lite\\" (standard) or \\"stealth\\" (anti-detection). Not a Browser Context Profile — use useProfile for saved logins"},"agentMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Agent behavior: \\"default\\" or \\"strict\\" (fail fast)"},"maxSteps":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum tool-call steps before the agent stops (1-500, default 150)"},"maxDurationSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum wall-clock seconds before the agent stops. 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Must be used with \\"from\\""},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" (default) for structured rows or \\"csv\\" for a CSV string"}},"hostedApiKey":"none"},"trigger_dev_get_batch":{"id":"trigger_dev_get_batch","name":"Trigger.dev Get Batch","description":"Retrieve a Trigger.dev batch by its ID, including its status, run IDs, and success and failure counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve (starts with batch_)"}},"hostedApiKey":"none"},"trigger_dev_get_batch_results":{"id":"trigger_dev_get_batch_results","name":"Trigger.dev Get Batch Results","description":"Retrieve the execution results of every run in a Trigger.dev batch, including outputs and error details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve results for (starts with batch_)"}},"hostedApiKey":"none"},"trigger_dev_get_deployment":{"id":"trigger_dev_get_deployment","name":"Trigger.dev Get Deployment","description":"Retrieve a Trigger.dev deployment by its ID, including its status, version, and registered tasks.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the deployment to retrieve"}},"hostedApiKey":"none"},"trigger_dev_get_env_var":{"id":"trigger_dev_get_env_var","name":"Trigger.dev Get Env Var","description":"Retrieve an environment variable from a Trigger.dev project environment. The value is returned in plaintext and will appear in workflow outputs and run history.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to read the variable from: dev, staging, or prod"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the environment variable (e.g., \\"SLACK_API_KEY\\")"}},"hostedApiKey":"none"},"trigger_dev_get_latest_deployment":{"id":"trigger_dev_get_latest_deployment","name":"Trigger.dev Get Latest Deployment","description":"Retrieve the latest Trigger.dev deployment in the environment of the API key.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}},"hostedApiKey":"none"},"trigger_dev_get_query_schema":{"id":"trigger_dev_get_query_schema","name":"Trigger.dev Get Query Schema","description":"Retrieve the TRQL query schema: the tables and columns available for Execute Query, with types and allowed values.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}},"hostedApiKey":"none"},"trigger_dev_get_queue":{"id":"trigger_dev_get_queue","name":"Trigger.dev Get Queue","description":"Retrieve a Trigger.dev queue by ID, task identifier, or custom queue name, including its running and queued counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}},"hostedApiKey":"none"},"trigger_dev_get_run":{"id":"trigger_dev_get_run","name":"Trigger.dev Get Run","description":"Retrieve a Trigger.dev run by its ID, including status, payload, output, attempts, and timing details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve (starts with run_)"}},"hostedApiKey":"none"},"trigger_dev_get_run_events":{"id":"trigger_dev_get_run_events","name":"Trigger.dev Get Run Events","description":"Retrieve the log and span events of a Trigger.dev run, including messages, levels, durations, and error events.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve events for (starts with run_)"}},"hostedApiKey":"none"},"trigger_dev_get_run_result":{"id":"trigger_dev_get_run_result","name":"Trigger.dev Get Run Result","description":"Retrieve the result of a Trigger.dev run: whether it succeeded, its output, and error details. Lighter than Get Run when only the outcome is needed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the result for (starts with run_)"}},"hostedApiKey":"none"},"trigger_dev_get_run_trace":{"id":"trigger_dev_get_run_trace","name":"Trigger.dev Get Run Trace","description":"Retrieve the OpenTelemetry trace of a Trigger.dev run as a tree of spans with timing, errors, and nested children.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the trace for (starts with run_)"}},"hostedApiKey":"none"},"trigger_dev_get_schedule":{"id":"trigger_dev_get_schedule","name":"Trigger.dev Get Schedule","description":"Retrieve a Trigger.dev schedule by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to retrieve (starts with sched_)"}},"hostedApiKey":"none"},"trigger_dev_get_waitpoint_token":{"id":"trigger_dev_get_waitpoint_token","name":"Trigger.dev Get Waitpoint Token","description":"Retrieve a Trigger.dev waitpoint token by its ID, including its status, timeout, and completion data.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"waitpointId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the waitpoint token to retrieve (starts with waitpoint_)"}},"hostedApiKey":"none"},"trigger_dev_import_env_vars":{"id":"trigger_dev_import_env_vars","name":"Trigger.dev Import Env Vars","description":"Upload multiple environment variables to a Trigger.dev project environment in one request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to upload the variables to: dev, staging, or prod"},"variables":{"type":"json","required":true,"visibility":"user-only","description":"JSON array of environment variables to upload. Example: [{\\"name\\": \\"SLACK_API_KEY\\", \\"value\\": \\"slack_123\\"}]"},"override":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to override existing variables: \\"true\\" or \\"false\\" (default false)"}},"hostedApiKey":"none"},"trigger_dev_list_deployments":{"id":"trigger_dev_list_deployments","name":"Trigger.dev List Deployments","description":"List Trigger.dev deployments in the environment of the API key, with optional status and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deployment status to filter by: PENDING, BUILDING, DEPLOYING, DEPLOYED, FAILED, CANCELED, or TIMED_OUT"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of deployments per page (5 to 100, default 20)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to start the page after, from the previous response pagination"}},"hostedApiKey":"none"},"trigger_dev_list_env_vars":{"id":"trigger_dev_list_env_vars","name":"Trigger.dev List Env Vars","description":"List the environment variables of a Trigger.dev project environment. Values are returned in plaintext and will appear in workflow outputs and run history — scope this operation carefully.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to list variables for: dev, staging, or prod"}},"hostedApiKey":"none"},"trigger_dev_list_queues":{"id":"trigger_dev_list_queues","name":"Trigger.dev List Queues","description":"List the queues in the environment of the API key, including running and queued counts, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of queues per page"}},"hostedApiKey":"none"},"trigger_dev_list_runs":{"id":"trigger_dev_list_runs","name":"Trigger.dev List Runs","description":"List Trigger.dev runs in the environment of the API key, with optional filters for status, task, version, tags, schedule, and creation time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by: PENDING_VERSION, DELAYED, QUEUED, EXECUTING, REATTEMPTING, FROZEN, COMPLETED, CANCELED, FAILED, CRASHED, INTERRUPTED, SYSTEM_FAILURE"},"taskIdentifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task identifiers to filter by"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated worker versions to filter by (e.g., \\"20240101.1\\")"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"schedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule ID to filter by (starts with sched_)"},"isTest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by test runs: \\"true\\" for only test runs, \\"false\\" to exclude them"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of runs per page (max 100, default 25)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page before, for backward pagination"}},"hostedApiKey":"none"},"trigger_dev_list_schedules":{"id":"trigger_dev_list_schedules","name":"Trigger.dev List Schedules","description":"List Trigger.dev schedules in the project, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules per page"}},"hostedApiKey":"none"},"trigger_dev_list_timezones":{"id":"trigger_dev_list_timezones","name":"Trigger.dev List Timezones","description":"List the IANA timezones supported by Trigger.dev schedules, for use as the timezone of a cron schedule.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"excludeUtc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to exclude UTC from the returned timezones"}},"hostedApiKey":"none"},"trigger_dev_list_waitpoint_tokens":{"id":"trigger_dev_list_waitpoint_tokens","name":"Trigger.dev List Waitpoint Tokens","description":"List Trigger.dev waitpoint tokens in the environment of the API key, with optional status, tag, and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint status to filter by: WAITING, COMPLETED, or TIMED_OUT"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency key to filter by"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tokens per page (max 100)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page before, for backward pagination"}},"hostedApiKey":"none"},"trigger_dev_override_queue_concurrency":{"id":"trigger_dev_override_queue_concurrency","name":"Trigger.dev Override Queue Concurrency","description":"Override the concurrency limit of a Trigger.dev queue with a new value.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"},"concurrencyLimit":{"type":"number","required":true,"visibility":"user-or-llm","description":"New concurrency limit for the queue (0 to 100000)"}},"hostedApiKey":"none"},"trigger_dev_pause_queue":{"id":"trigger_dev_pause_queue","name":"Trigger.dev Pause Queue","description":"Pause a Trigger.dev queue so no new runs start. Runs that are currently executing continue to completion.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}},"hostedApiKey":"none"},"trigger_dev_promote_deployment":{"id":"trigger_dev_promote_deployment","name":"Trigger.dev Promote Deployment","description":"Promote a Trigger.dev deployment version so new runs execute on it (e.g., to roll back to a previous version).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Deployment version to promote (e.g., \\"20250228.1\\")"}},"hostedApiKey":"none"},"trigger_dev_replay_run":{"id":"trigger_dev_replay_run","name":"Trigger.dev Replay Run","description":"Replay a Trigger.dev run, creating a new run with the same payload and options as the original.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to replay (starts with run_)"}},"hostedApiKey":"none"},"trigger_dev_reschedule_run":{"id":"trigger_dev_reschedule_run","name":"Trigger.dev Reschedule Run","description":"Reschedule a delayed Trigger.dev run with a new delay. Only valid while the run is in the DELAYED state.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the delayed run to reschedule (starts with run_)"},"delay":{"type":"string","required":true,"visibility":"user-or-llm","description":"New delay for the run, as a duration (\\"30m\\", \\"1h\\", \\"2d\\") or an ISO 8601 date to delay until"}},"hostedApiKey":"none"},"trigger_dev_reset_queue_concurrency":{"id":"trigger_dev_reset_queue_concurrency","name":"Trigger.dev Reset Queue Concurrency","description":"Reset the concurrency limit of a Trigger.dev queue back to its base value, removing any override.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}},"hostedApiKey":"none"},"trigger_dev_resume_queue":{"id":"trigger_dev_resume_queue","name":"Trigger.dev Resume Queue","description":"Resume a paused Trigger.dev queue so new runs can start again.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}},"hostedApiKey":"none"},"trigger_dev_trigger_task":{"id":"trigger_dev_trigger_task","name":"Trigger.dev Trigger Task","description":"Trigger a Trigger.dev task by its identifier with an optional JSON payload. 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Required on a ranked-dropdown or status-dropdown option"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Option color: white, gray, blue, green, purple, orange, or red. Required on a ranked-dropdown or status-dropdown option"},"statusCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pipeline meaning of the option: open, won, lost, or on-hold. Status-dropdown options only"},"winRate":{"type":"number","required":false,"visibility":"user-or-llm","description":"Expected win rate of the status. Status-dropdown options only"}},"hostedApiKey":"none"},"affinity_create_merge":{"id":"affinity_create_merge","name":"Affinity Create Merge","description":"Fold a duplicate company or person into the record you are keeping. The merge runs asynchronously — poll the returned task to see it finish. 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Not used on a reply"},"personIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Persons to attach the note to, e.g. [1, 2]. Not used on a reply"},"opportunityIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Opportunities to attach the note to, e.g. [1, 2]. Not used on a reply"},"interactionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The interaction to anchor the note to. Required for an interaction note"},"interactionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Kind of the anchoring interaction: meeting, call, or chat-message. Required for an interaction note"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The note being replied to. Required for a user-reply note"},"creatorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attribute the note to another internal person. 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Required for a one-time reminder; on a recurring one Affinity computes it from the period when omitted"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"What the reminder says"},"ownerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User the reminder is assigned to. Must be an internal user. The API key holder is recorded as the creator, which is a separate field"},"resetTrigger":{"type":"string","required":false,"visibility":"user-or-llm","description":"What restarts a recurring reminder: interaction, email, or event. Required when the type is recurring"},"periodDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days between firings of a recurring reminder. Required when the type is recurring"}},"hostedApiKey":"none"},"affinity_delete_list_field_dropdown_option":{"id":"affinity_delete_list_field_dropdown_option","name":"Affinity Delete List Field Dropdown Option","description":"Permanently delete a dropdown option on a list field. 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Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. 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Mutually exclusive with Field IDs"}},"hostedApiKey":"none"},"affinity_get_saved_view":{"id":"affinity_get_saved_view","name":"Affinity Get Saved View","description":"Read one saved view — its name, kind, and creation date.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"viewId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The saved view ID"}},"hostedApiKey":"none"},"affinity_get_transcript":{"id":"affinity_get_transcript","name":"Affinity Get Transcript","description":"Read one transcript with its first 100 fragments. Page the fragments endpoint for a longer meeting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"transcriptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The transcript ID"}},"hostedApiKey":"none"},"affinity_get_user":{"id":"affinity_get_user","name":"Affinity Get User","description":"Read one internal user. A user and their person record share the same numeric ID, so a person ID works here.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID, which is also their person ID"}},"hostedApiKey":"none"},"affinity_list_calls":{"id":"affinity_list_calls","name":"Affinity List Calls","description":"Page through logged calls and their participants. Only calls the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_chat_messages":{"id":"affinity_list_chat_messages","name":"Affinity List Chat Messages","description":"Page through logged chat messages and their participants. Only messages the API key holder can see are returned.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_companies":{"id":"affinity_list_companies","name":"Affinity List Companies","description":"Page through companies. Companies come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these company IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_coworker_connections":{"id":"affinity_list_coworker_connections","name":"Affinity List Coworker Connections","description":"Find warm paths into a company through shared work history: who in your Affinity data once worked alongside the people you want to reach. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_emails":{"id":"affinity_list_emails","name":"Affinity List Emails","description":"Page through email metadata — subject, participants, and timestamps. 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List fields are not returned here — read those through the list entry.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to read field values from: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. 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Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_lists":{"id":"affinity_list_entity_lists","name":"Affinity List Entity Lists","description":"List every list a company or person appears on that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity to look up the lists of: companies or persons"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company or person"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_entity_notes":{"id":"affinity_list_entity_notes","name":"Affinity List Entity Notes","description":"List the notes relevant to one company, person, or opportunity — directly attached notes plus notes reaching it through its people and meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which entity the notes hang off: companies, persons, or opportunities"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of that company, person, or opportunity"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_entity_relationships":{"id":"affinity_list_entity_relationships","name":"Affinity List Entity Relationships","description":"List who knows a company or person, scored 0.0 to 1.0 by how much the two actually interact. 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This endpoint filters on interactionScore only, e.g. \\"interactionScore>=0.5\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"interactionScore\\"] for weakest first, [\\"-interactionScore\\"] for strongest first (the default)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_field_dropdown_options":{"id":"affinity_list_field_dropdown_options","name":"Affinity List Field Dropdown Options","description":"List the selectable options on a dropdown or ranked-dropdown company or person field. Writing such a field needs the option ID, not its text.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which field family the field belongs to: companies or persons"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown or ranked-dropdown field ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_metadata":{"id":"affinity_list_field_metadata","name":"Affinity List Field Metadata","description":"List the non-list company or person fields, with the value type, filter operators, and sort support of each. Start here to find the Field IDs the read and write tools take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which fields to describe: companies or persons"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Status\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_field_value_changes":{"id":"affinity_list_field_value_changes","name":"Affinity List Field Value Changes","description":"Page through field value changes across the whole workspace. Built for delta sync: follow nextCursor to the end of a run, then resume from the last cursor next time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, listEntry.id, changer.id, changedAt, or actionType. Resume a sync with e.g. \\"changedAt>2026-06-01T12:00:00Z\\""},"orderBy":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order: [\\"changedAt\\"] for oldest first (the default), [\\"-changedAt\\"] for newest first"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_investor_executive_connections":{"id":"affinity_list_investor_executive_connections","name":"Affinity List Investor Executive Connections","description":"Find warm paths into a company through investment history: which investors in your Affinity data backed a company the people you want to reach once led. Grouped by target, strongest first.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required scope. The only supported filter is target.currentCompany.id, e.g. \\"target.currentCompany.id=123\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of targets to return per page, 1-50. Defaults to 20"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_list_entries":{"id":"affinity_list_list_entries","name":"Affinity List List Entries","description":"Page through the rows of a list. Rows come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, list, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_field_value_changes":{"id":"affinity_list_list_entry_field_value_changes","name":"Affinity List List Entry Field Value Changes","description":"Page through the history of one list row — who changed which field, when, and to what.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over field.id, changer.id, changedAt, or actionType, e.g. \\"field.id=field-1234\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_entry_fields":{"id":"affinity_list_list_entry_fields","name":"Affinity List List Entry Fields","description":"Page through every field value on one list row, including the list-specific columns. All fields are returned unless narrowed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"listEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list entry ID"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field IDs. Mutually exclusive with Field Types"},"types":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict to these field categories: enriched, global, list, relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 20"}},"hostedApiKey":"none"},"affinity_list_list_field_dropdown_options":{"id":"affinity_list_list_field_dropdown_options","name":"Affinity List List Field Dropdown Options","description":"List the selectable options on a dropdown, ranked-dropdown, or status-dropdown field of a list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dropdown field ID on that list"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_list_fields":{"id":"affinity_list_list_fields","name":"Affinity List List Fields","description":"List the fields available on one list, including its list-specific columns. Use these Field IDs when reading or writing list entries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return: [\\"filterability\\",\\"sortability\\"]. Both are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on name only, e.g. \\"name=~Stage\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_lists":{"id":"affinity_list_lists","name":"Affinity List Lists","description":"Page through the lists in the organization that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive substring match on the list name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_meetings":{"id":"affinity_list_meetings","name":"Affinity List Meetings","description":"Page through past and upcoming meetings with their organizer and attendees.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merge_tasks":{"id":"affinity_list_merge_tasks","name":"Affinity List Merge Tasks","description":"Page through merge tasks, each summarizing how many of its merges are in progress, succeeded, or failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merge tasks to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression. This endpoint filters on status only, e.g. \\"status=in-progress\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_merges":{"id":"affinity_list_merges","name":"Affinity List Merges","description":"Page through the company or person merges the organization has run, with the status and the records involved in each.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Which merges to list: companies or persons"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over status or taskId, e.g. \\"status=failed\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_note_attached_companies":{"id":"affinity_list_note_attached_companies","name":"Affinity List Note Attached Companies","description":"List the companies directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_opportunities":{"id":"affinity_list_note_attached_opportunities","name":"Affinity List Note Attached Opportunities","description":"List the opportunities directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_attached_persons":{"id":"affinity_list_note_attached_persons","name":"Affinity List Note Attached Persons","description":"List the persons directly attached to one note.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_note_replies":{"id":"affinity_list_note_replies","name":"Affinity List Note Replies","description":"Page through the replies on one note, including AI Notetaker replies.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note ID whose replies to read"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_notes":{"id":"affinity_list_notes","name":"Affinity List Notes","description":"Page through every note the caller can see. Replies are excluded.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"includes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Extra properties to return, e.g. [\\"repliesCount\\",\\"personsPreview\\",\\"companiesPreview\\",\\"opportunitiesPreview\\"]. Those four fields are omitted unless requested here"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_opportunities":{"id":"affinity_list_opportunities","name":"Affinity List Opportunities","description":"Page through opportunities. Field data lives on the list entry, not here — read it through the list or saved view the opportunity belongs to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these opportunity IDs, e.g. [1, 2, 3]"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_persons":{"id":"affinity_list_persons","name":"Affinity List Persons","description":"Page through persons. Persons come back without field data unless Field IDs or Field Types asks for it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the page to these person IDs, e.g. [1, 2, 3]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_reminders":{"id":"affinity_list_reminders","name":"Affinity List Reminders","description":"Page through the reminders the caller can see. Filter by status to surface what is overdue.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_saved_view_entries":{"id":"affinity_list_saved_view_entries","name":"Affinity List Saved View Entries","description":"Page through the rows of a saved view. The view\'s own filters and columns decide which rows and which field data come back.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"viewId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The saved view ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_saved_views":{"id":"affinity_list_saved_views","name":"Affinity List Saved Views","description":"List the saved views on a list that the caller can view.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_list_transcript_fragments":{"id":"affinity_list_transcript_fragments","name":"Affinity List Transcript Fragments","description":"Page through everything said in a meeting, segment by segment with the speaker.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"transcriptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The transcript ID"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_transcripts":{"id":"affinity_list_transcripts","name":"Affinity List Transcripts","description":"Page through meeting transcript metadata. Read one transcript to get what was actually said.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression, e.g. \\"createdAt>=2026-01-01\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_list_users":{"id":"affinity_list_users","name":"Affinity List Users","description":"Page through the internal users in the organization. Email addresses and roles are returned only to callers with the \\"Manage Users\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive match across first name, last name, and primary email"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Affinity Filtering Language expression over id or status, e.g. \\"status=active\\""},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"}},"hostedApiKey":"none"},"affinity_search_companies":{"id":"affinity_search_companies","name":"Affinity Search Companies","description":"Search companies by filters, sorts, and a free-text term. Requires the \\"Export All Organizations directory\\" permission.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"filters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Filter group as {operator: \\"and\\"|\\"or\\", filters: [...]}, at most 50 leaves. Each leaf is {valueType, fieldId, operator, value}, and a leaf may itself be a nested group"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text term matched against the searchable fields. At least 3 characters"},"searchFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs the search term is matched against. Defaults to the searchable fields"},"sorts":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort order as [{fieldId, direction: \\"asc\\"|\\"desc\\", attributeId?}], up to 5, applied in order"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field IDs to return values for, e.g. [\\"affinity-data-location\\"]. Mutually exclusive with Field Types"},"fieldTypes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Field categories to return values for: enriched, global, or relationship-intelligence. Mutually exclusive with Field IDs"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page, returned as nextCursor or prevCursor"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to return per page, 1-100. Defaults to 100"},"totalCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the total size of the collection. Costs an extra query"}},"hostedApiKey":"none"},"affinity_search_files":{"id":"affinity_search_files","name":"Affinity Search Files","description":"Search files by keyword, ordered by relevance. Narrow to specific files or to one company, or leave both unset to search the whole account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Affinity API key, sent as a bearer token"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to search for. Between 3 and 500 characters"},"ids":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict the search to these file IDs. 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true, also returns unpublished (Draft) job postings. The endpoint already returns both listed and unlisted published postings by default, so this only adds drafts."},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of a specific job board to filter postings to. If omitted, returns postings on the primary external job board."}},"hostedApiKey":"none"},"ashby_list_jobs":{"id":"ashby_list_jobs","name":"Ashby List Jobs","description":"Lists all jobs in an Ashby organization. By default returns Open, Closed, and Archived jobs. Specify status to filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100). 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Succeeds without changing anything if a table of the same name already exists.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database to create the table in"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the table to create"},"columnSchema":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated CSL column schema (e.g., Timestamp:datetime, Level:string, Count:long)"},"tableProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional table properties clause contents, e.g. docstring=\\"Raw logs\\", folder=\\"Ingest\\""}},"hostedApiKey":"none"},"azure_data_explorer_drop_table":{"id":"azure_data_explorer_drop_table","name":"Azure Data Explorer Drop Table","description":"Drop a table from an Azure Data Explorer database. This permanently deletes the table and its data, and returns the tables that remain.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database containing the table"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the table to drop"},"ifExists":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Succeed instead of failing when the table does not exist"}},"hostedApiKey":"none"},"azure_data_explorer_ingest_from_query":{"id":"azure_data_explorer_ingest_from_query","name":"Azure Data Explorer Ingest From Query","description":"Materialize the result of a KQL query into a table with .set, .append, .set-or-append, or .set-or-replace. Use this to build rollup or summary tables instead of pushing rows from a workflow. Kusto matches the query result to the target table by column type and position, NOT by column name, so project the columns in exactly the table\'s order or the data lands in the wrong columns.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database containing the target table"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table to ingest the query result into"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"set (create, fail if it exists), append (add to an existing table), set-or-append (default), or set-or-replace (replace all data)"},"sourceQuery":{"type":"string","required":true,"visibility":"user-or-llm","description":"KQL query whose result becomes the ingested data (e.g., LogsTable | where Level == \\"Error\\" | where Timestamp > ago(1h)). Project the columns in the target table\'s order — matching is positional, not by name"},"async":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return immediately with an OperationId and keep ingesting in the background. Check progress with Show Operations"},"ingestionProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional ingestion properties clause contents, e.g. distributed=true, tags=\'[\\"daily\\"]\'"}},"hostedApiKey":"none"},"azure_data_explorer_ingest_inline":{"id":"azure_data_explorer_ingest_inline","name":"Azure Data Explorer Ingest Inline","description":"Push rows directly into an Azure Data Explorer table with .ingest inline. Data is parsed as CSV against the table schema unless an ingestion property says otherwise. Intended for small batches — use queued or streaming ingestion for production volumes.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database containing the target table"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table to ingest into. Its schema is the assumed schema for the data"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rows to ingest, one record per line, parsed as CSV by default (e.g., \\"Shoes,1000\\\\nWide Shoes,50\\")"},"ingestionProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ingestion properties clause contents, e.g. format=\\"json\\", ingestionMappingReference=\\"mymapping\\""}},"hostedApiKey":"none"},"azure_data_explorer_list_databases":{"id":"azure_data_explorer_list_databases","name":"Azure Data Explorer List Databases","description":"List the databases on an Azure Data Explorer cluster that the service principal can access.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"}},"hostedApiKey":"none"},"azure_data_explorer_list_functions":{"id":"azure_data_explorer_list_functions","name":"Azure Data Explorer List Functions","description":"List the stored functions in an Azure Data Explorer database, with their parameters and bodies, so an agent can reuse existing logic instead of rewriting it.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database whose stored functions should be listed"}},"hostedApiKey":"none"},"azure_data_explorer_list_tables":{"id":"azure_data_explorer_list_tables","name":"Azure Data Explorer List Tables","description":"List the tables in an Azure Data Explorer database, with their folder and docstring.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database whose tables should be listed"}},"hostedApiKey":"none"},"azure_data_explorer_management":{"id":"azure_data_explorer_management","name":"Azure Data Explorer Management Command","description":"Run an Azure Data Explorer management command (a control command starting with \\".\\") such as .show, .create, .alter, or .drop. Write commands change cluster state permanently; use the Query operation for reads.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"command":{"type":"string","required":true,"visibility":"user-or-llm","description":"Management command text, starting with \\".\\" (e.g., .show table Events details)"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database context for the command. Required for all commands except cluster-level ones such as .show databases"}},"hostedApiKey":"none"},"azure_data_explorer_query":{"id":"azure_data_explorer_query","name":"Azure Data Explorer Query","description":"Run a Kusto Query Language (KQL) query against an Azure Data Explorer database and return the primary result table.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database to run the query against"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"KQL query text (e.g., StormEvents | where State == \\"FLORIDA\\" | summarize count() by EventType)"},"properties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Kusto request properties object, e.g. {\\"Options\\":{\\"servertimeout\\":\\"00:04:00\\",\\"queryconsistency\\":\\"strongconsistency\\"}}"},"readOnly":{"type":"boolean","required":false,"visibility":"user-only","description":"Send x-ms-readonly so the cluster rejects any request that would change data"}},"hostedApiKey":"none"},"azure_data_explorer_show_database_schema":{"id":"azure_data_explorer_show_database_schema","name":"Azure Data Explorer Show Database Schema","description":"Read the full schema of an Azure Data Explorer database as a flat list of every table and column, so an agent can discover the data model in one call.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database whose schema should be read"}},"hostedApiKey":"none"},"azure_data_explorer_show_ingestion_failures":{"id":"azure_data_explorer_show_ingestion_failures","name":"Azure Data Explorer Show Ingestion Failures","description":"List ingestion failures recorded for a database, with the failing table, error code, root cause detail, and whether the failure is permanent or transient. Failures are retained for 14 days.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database whose ingestion failures should be listed"},"operationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Limit results to a single ingestion operation ID"}},"hostedApiKey":"none"},"azure_data_explorer_show_operations":{"id":"azure_data_explorer_show_operations","name":"Azure Data Explorer Show Operations","description":"Check the state of administrative operations on a cluster, such as an async ingestion. Given an operation ID it returns that operation latest update; with no ID it returns the operations from the last two weeks.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database context for the command"},"operationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Operation ID to check, e.g. the ID returned by an async ingestion"}},"hostedApiKey":"none"},"azure_data_explorer_show_table_details":{"id":"azure_data_explorer_show_table_details","name":"Azure Data Explorer Show Table Details","description":"Read size, row count, hot-cache footprint, and effective policies for a table — or for every table in the database when no table is given. Use it to see how much data a table actually holds before querying it.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database to read table details from"},"table":{"type":"string","required":false,"visibility":"user-or-llm","description":"Table to describe. Omit to describe every table in the database"}},"hostedApiKey":"none"},"azure_data_explorer_show_table_schema":{"id":"azure_data_explorer_show_table_schema","name":"Azure Data Explorer Show Table Schema","description":"Read the column schema of an Azure Data Explorer table in CSL form (e.g., \\"Timestamp:datetime,Level:string\\"). Use this before writing a KQL query against an unfamiliar table.","version":"1.0.0","params":{"clusterUri":{"type":"string","required":true,"visibility":"user-only","description":"Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)"},"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra tenant ID hosting the service principal"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application (client) ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Microsoft Entra application client secret"},"resource":{"type":"string","required":false,"visibility":"user-only","description":"Token audience override. Defaults to the cluster URI itself"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database containing the table"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table whose schema should be read"}},"hostedApiKey":"none"},"azure_devops_add_comment":{"id":"azure_devops_add_comment","name":"Azure DevOps Add Comment","description":"Add a comment to a work item in Azure DevOps.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item to comment on"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text (HTML supported, e.g. \\"<p>My comment</p>\\")"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}},"hostedApiKey":"none"},"azure_devops_create_work_item":{"id":"azure_devops_create_work_item","name":"Azure DevOps Create Work Item","description":"Create a new Basic-process work item (Issue, Task, or Epic) in Azure DevOps. Returns the created work item with its assigned ID.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Basic-process work item type to create (\\"Issue\\", \\"Task\\", or \\"Epic\\"). Use Issue for bug or defect tracking."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the new work item"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML description of the work item (optional)"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email or display name of the user to assign the work item to (optional)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority of the work item (1 = Critical, 2 = High, 3 = Medium, 4 = Low)"},"effort":{"type":"number","required":false,"visibility":"user-or-llm","description":"Effort (Microsoft.VSTS.Scheduling.Effort). Basic process: Issue only."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date (Microsoft.VSTS.Scheduling.StartDate), ISO 8601. Basic process: Epic only."},"targetDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target date (Microsoft.VSTS.Scheduling.TargetDate), ISO 8601. Basic process: Epic only."},"activity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Activity (Microsoft.VSTS.Common.Activity). One of Deployment, Design, Development, Documentation, Requirements, Testing. Basic process: Task only."},"remainingWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Remaining work hours (Microsoft.VSTS.Scheduling.RemainingWork). Basic process: Task only."},"completedWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Completed work hours (Microsoft.VSTS.Scheduling.CompletedWork). Basic process: Task only."},"areaPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Area path for the work item, e.g. \\"MyProject\\\\\\\\Team\\" (optional)"},"iterationPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Iteration path for the work item, e.g. \\"MyProject\\\\\\\\Sprint 1\\" (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated tags, e.g. \\"issue; p1; auth\\" (optional)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}},"hostedApiKey":"none"},"azure_devops_get_build_log":{"id":"azure_devops_get_build_log","name":"Azure DevOps Get Build Log","description":"Fetch the text content of a specific build log in Azure DevOps. Use List Build Logs first to get the log ID. Optionally retrieve only a line range with startLine/endLine.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID containing the log"},"logId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The log entry ID to fetch (from List Build Logs)"},"startLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"First line to return (1-based, inclusive)"},"endLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"Last line to return (1-based, inclusive)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}},"hostedApiKey":"none"},"azure_devops_get_build_timeline":{"id":"azure_devops_get_build_timeline","name":"Azure DevOps Get Build Timeline","description":"Get the execution timeline for an Azure DevOps build — every stage, job, and task with its result and log ID. Use this to identify which steps failed before fetching their logs with Get Build Log.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the build whose timeline to retrieve"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}},"hostedApiKey":"none"},"azure_devops_get_comments":{"id":"azure_devops_get_comments","name":"Azure DevOps Get Comments","description":"List comments for an Azure DevOps work item.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item whose comments should be listed"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return"},"continuationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token for paginating comments"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether deleted comments should be returned"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional comment data to include: none, reactions, renderedText, renderedTextOnly, all"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for comments: asc or desc"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}},"hostedApiKey":"none"},"azure_devops_get_pipeline":{"id":"azure_devops_get_pipeline","name":"Azure DevOps Get Pipeline","description":"Get details for a specific pipeline in an Azure DevOps project, including configuration and repository info.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the pipeline to retrieve"},"pipelineVersion":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific revision of the pipeline to retrieve (defaults to latest)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}},"hostedApiKey":"none"},"azure_devops_get_pipeline_run":{"id":"azure_devops_get_pipeline_run","name":"Azure DevOps Get Pipeline Run","description":"Get details for a specific pipeline run in an Azure DevOps project. 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schedule","items":{"type":"object","description":"Availability interval","properties":{"days":{"type":"array","description":"Days of the week (Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, Sunday)"},"startTime":{"type":"string","description":"Start time in HH:MM format"},"endTime":{"type":"string","description":"End time in HH:MM format"}}}}},"oauth":{"required":true,"provider":"calcom"},"hostedApiKey":"none"},"calendly_cancel_event":{"id":"calendly_cancel_event","name":"Calendly Cancel Event","description":"Cancel a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID to cancel. 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Format: E.164 phone number (e.g., \\"+14155551234\\")"},"eventGuests":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional guests to copy on the invite. Format: array of email strings (max 10, e.g., [\\"guest@example.com\\"])"}},"hostedApiKey":"none"},"calendly_create_invitee_no_show":{"id":"calendly_create_invitee_no_show","name":"Calendly Mark Invitee No-Show","description":"Mark an invitee of a scheduled event as a no-show","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"inviteeUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full invitee URI to mark as a no-show. 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Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"User URI (required for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook scope. 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Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/invitee_no_shows/abc123-def456\\")"}},"hostedApiKey":"none"},"calendly_delete_webhook":{"id":"calendly_delete_webhook","name":"Calendly Delete Webhook","description":"Delete a webhook subscription","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"webhookUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook subscription UUID to delete. 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Format: UUID (e.g., \\"abc123-def456\\"), full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\"), or the constant \\"me\\" for the authenticated user"}},"hostedApiKey":"none"},"calendly_list_event_invitees":{"id":"calendly_list_event_invitees","name":"Calendly List Event Invitees","description":"Retrieve a list of invitees for a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. 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Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"email":{"type":"string","required":false,"visibility":"user-only","description":"Filter memberships by member email address"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role. Format: \\"owner\\", \\"admin\\", or \\"user\\""},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. 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Resolve a name or website to one with Look Up Organizations, which never charges credits."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest date to return, as YYYY-MM-DD. Must be on or after 2024-01-01 and within the last 24 months. 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Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_investments":{"id":"cbinsights_get_org_investments","name":"CB Insights Get Organization Investments","description":"Retrieve the rounds in which one organization invested in another, with AI-generated insights extracting the key themes of each deal.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return in a single response, 1-100"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token from a previous response; omit for the first page"}},"hostedApiKey":"none"},"cbinsights_get_org_management_and_board":{"id":"cbinsights_get_org_management_and_board","name":"CB Insights Get Organization Management and Board","description":"Retrieve an organization\'s leadership team and board members with their education, work history, and board seats, plus the Management factor of its Mosaic Score.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. Resolve a name or website to one with Look Up Organizations, which never charges credits."},"titleIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"CB Insights person title IDs to filter the people returned, e.g. [50, 75]"}},"hostedApiKey":"none"},"cbinsights_get_org_outlook":{"id":"cbinsights_get_org_outlook","name":"CB Insights Get Organization Outlook","description":"Retrieve an organization\'s current Mosaic Score, Commercial Maturity level, and two-year IPO and M&A exit probabilities, with the signals driving each.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client ID, exchanged for a bearer token before each call"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CB Insights API client secret, exchanged for a bearer token before each call"},"orgId":{"type":"number","required":true,"visibility":"user-or-llm","description":"CB Insights organization ID. 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Filters people to attendees of meetings so tagged"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"The maximum number of people to return"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_list_tags":{"id":"circleback_list_tags","name":"Circleback List Tags","description":"Lists every tag available to the authenticated Circleback user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"}},"hostedApiKey":"none"},"circleback_remove_tag_from_meetings":{"id":"circleback_remove_tag_from_meetings","name":"Circleback Remove Tag from Meetings","description":"Removes a Circleback tag from one or more meetings and returns the updated meetings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the tag to remove"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of the meetings to remove the tag from"}},"hostedApiKey":"none"},"circleback_search_meetings":{"id":"circleback_search_meetings","name":"Circleback Search Meetings","description":"Searches Circleback meetings by name and content, with optional filters for specific meetings, tags, and people.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Circleback API key"},"searchTerm":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to search for across meeting names and content"},"meetingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated meeting IDs to restrict the search to"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to restrict the search to"},"attendeeProfileIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated profile IDs of attendees to restrict the search to"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}},"hostedApiKey":"none"},"circleback_update_action_item":{"id":"circleback_update_action_item","name":"Circleback Update Action Item","description":"Updates the title, description, status, or assignee of a Circleback action item. 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org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON 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for the user (minimum 8 characters)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the user"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the user"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system identifier (must be unique)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object, readable from frontend)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object, backend only)"},"unsafeMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Unsafe metadata (JSON object, modifiable from frontend)"},"skipPasswordChecks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip password validation 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authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}},"hostedApiKey":"none"},"clerk_get_jwt_template":{"id":"clerk_get_jwt_template","name":"Get JWT Template from Clerk","description":"Retrieve a single custom JWT template by ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the JWT template to retrieve"}},"hostedApiKey":"none"},"clerk_get_organization":{"id":"clerk_get_organization","name":"Get Organization from Clerk","description":"Retrieve a single organization by ID or slug from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API 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from"},"startDate":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start of the date range as a Unix timestamp in milliseconds"},"endDate":{"type":"number","required":false,"visibility":"user-or-llm","description":"End of the date range as a Unix timestamp in milliseconds"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user IDs, comma-separated (requires workspace owner/admin to view others)"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only entries for this task (use at most one location filter)"},"listId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only entries in this list (use at most one location filter)"},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only entries in this folder (use at most one location filter)"},"spaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only entries in this space (use at most one location filter)"},"includeTaskTags":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task tags in the response"},"includeLocationNames":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include list, folder, and space names in the response"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_get_workspaces":{"id":"clickup_get_workspaces","name":"ClickUp Get Workspaces","description":"List the ClickUp workspaces (teams) available to the connected account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for 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ClickUp"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the workspace (team) to search tasks in"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to fetch (starts at 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field: id, created, updated, or due_date"},"reverse":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return tasks in reverse order"},"subtasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include subtasks (excluded by default)"},"includeClosed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include closed tasks (excluded by default)"},"includeMarkdownDescription":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return task descriptions in Markdown format"},"listIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter by list IDs","items":{"type":"string","description":"A ClickUp list ID"}},"spaceIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter by space IDs","items":{"type":"string","description":"A ClickUp space ID"}},"folderIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter by folder IDs","items":{"type":"string","description":"A ClickUp folder ID"}},"statuses":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter tasks by status names","items":{"type":"string","description":"A status name"}},"assignees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter tasks by assignee user IDs","items":{"type":"string","description":"A ClickUp user ID"}},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter tasks by tag names","items":{"type":"string","description":"A tag name"}},"dueDateGt":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only tasks due after this Unix timestamp in milliseconds"},"dueDateLt":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only tasks due before this Unix timestamp in milliseconds"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_set_custom_field_value":{"id":"clickup_set_custom_field_value","name":"ClickUp Set Custom Field Value","description":"Set the value of a custom field on a ClickUp task (the value shape depends on the field type)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the task to set the custom field on"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"UUID of the custom field (find it with the Get Custom Fields or Get Task operations)"},"value":{"type":"json","required":true,"visibility":"user-or-llm","description":"Value to set. The shape depends on the field type: text/number fields take a plain value, label fields take an array of option UUIDs, dropdown fields take an option UUID"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_start_timer":{"id":"clickup_start_timer","name":"ClickUp Start Timer","description":"Start a timer for the authenticated user in a ClickUp workspace","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the workspace (team) to start the timer in"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task ID to associate the timer with"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the time entry"},"billable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the entry is billable"},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"Time entry tag names to apply","items":{"type":"string","description":"A time entry tag name"}}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_stop_timer":{"id":"clickup_stop_timer","name":"ClickUp Stop Timer","description":"Stop the authenticated user\'s currently running timer in a ClickUp workspace","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the workspace (team) the timer is running in"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_update_checklist":{"id":"clickup_update_checklist","name":"ClickUp Update Checklist","description":"Rename or reorder a checklist on a ClickUp task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"checklistId":{"type":"string","required":true,"visibility":"user-or-llm","description":"UUID of the checklist to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the checklist"},"position":{"type":"number","required":false,"visibility":"user-or-llm","description":"New position of the checklist on the task (0 places it first)"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_update_checklist_item":{"id":"clickup_update_checklist_item","name":"ClickUp Update Checklist Item","description":"Update a checklist 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under"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_update_comment":{"id":"clickup_update_comment","name":"ClickUp Update Comment","description":"Update the content, assignee, or resolved state of a ClickUp task comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the comment to update"},"commentText":{"type":"string","required":false,"visibility":"user-or-llm","description":"New content for the comment"},"assignee":{"type":"number","required":false,"visibility":"user-or-llm","description":"User ID to assign the comment to"},"resolved":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the comment is resolved"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_update_task":{"id":"clickup_update_task","name":"ClickUp Update Task","description":"Update an existing task in ClickUp","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the task to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the task"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New plain text description (use a single space to clear)"},"markdownContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"New Markdown description (takes precedence over description)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the task (must exist in the list)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority: 1 (urgent), 2 (high), 3 (normal), 4 (low)"},"dueDate":{"type":"number","required":false,"visibility":"user-or-llm","description":"New due date as a Unix timestamp in milliseconds"},"dueDateTime":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the due date includes a time of day"},"startDate":{"type":"number","required":false,"visibility":"user-or-llm","description":"New start date as a Unix timestamp in milliseconds"},"startDateTime":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the start date includes a time of day"},"timeEstimate":{"type":"number","required":false,"visibility":"user-or-llm","description":"New time estimate in milliseconds"},"points":{"type":"number","required":false,"visibility":"user-or-llm","description":"New sprint points value"},"parent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent task ID to move this task under (cannot be cleared)"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive the task, false to unarchive"},"assigneesToAdd":{"type":"array","required":false,"visibility":"user-or-llm","description":"User IDs to add as assignees","items":{"type":"number","description":"A ClickUp user ID"}},"assigneesToRemove":{"type":"array","required":false,"visibility":"user-or-llm","description":"User IDs to remove from assignees","items":{"type":"number","description":"A ClickUp user ID"}}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_update_time_entry":{"id":"clickup_update_time_entry","name":"ClickUp Update Time Entry","description":"Update a time entry in a ClickUp workspace — description, start/end times, task, or billable 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milliseconds"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task ID to associate the entry with"},"billable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the entry is billable"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"clickup_upload_attachment":{"id":"clickup_upload_attachment","name":"ClickUp Upload Attachment","description":"Upload a file to a ClickUp task as an attachment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token or personal API token for ClickUp"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the task to attach the file to"},"file":{"type":"file","required":true,"visibility":"user-only","description":"File to attach to the task"}},"oauth":{"required":true,"provider":"clickup"},"hostedApiKey":"none"},"cloudflare_create_access_application":{"id":"cloudflare_create_access_application","name":"Cloudflare Create Access Application","description":"Creates a Cloudflare Access (Zero Trust) application that puts an identity check in front of a hostname. Until at least one policy is attached the application denies everyone, so pair this with \\"Create Access Policy\\". Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be created through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access, e.g. internal.example.com or example.com/admin. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with. Leave empty to allow all configured providers"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects, e.g. [\\"<POLICY_ID>\\"]"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. { \\"auth_type\\": \\"saml\\", \\"consumer_service_url\\": \\"https://example.com/acs\\", \\"sp_entity_id\\": \\"https://example.com\\" }; OIDC, e.g. { \\"auth_type\\": \\"oidc\\", \\"client_id\\": \\"...\\", \\"redirect_uris\\": [ \\"https://example.com/callback\\" ] }"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_policy":{"id":"cloudflare_create_access_policy","name":"Cloudflare Create Access Policy","description":"Creates a Cloudflare Access (Zero Trust) policy on an application, deciding who may reach it. A policy takes effect on live traffic as soon as it is created — an allow policy with a broad include rule grants access immediately. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to attach the policy to"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity (service tokens and other non-identity rules), or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic — matching any one selects the policy. Example: [{\\"email\\":{\\"email\\":\\"user@example.com\\"}}] or [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic — matching any one rejects the request"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic — all of them must match"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_access_service_token":{"id":"cloudflare_create_access_service_token","name":"Cloudflare Create Access Service Token","description":"Creates a Cloudflare Access (Zero Trust) service token so a machine can authenticate to Access-protected applications. This is the only response that ever contains the client secret — Cloudflare will not return it again, so capture it in the same run. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the service token"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long the token stays valid before it expires, e.g. 8760h. Defaults to Cloudflare\'s standard lifetime"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_dns_record":{"id":"cloudflare_create_dns_record","name":"Cloudflare Create DNS Record","description":"Creates a new DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the DNS record in"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\", \\"NS\\", \\"SRV\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record name (e.g., \\"example.com\\" or \\"subdomain.example.com\\")"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address for A records, target for CNAME)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic, default: 1)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy (default: false)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_r2_bucket":{"id":"cloudflare_create_r2_bucket","name":"Cloudflare Create R2 Bucket","description":"Creates an R2 object storage bucket in an account. The location hint and jurisdiction are fixed at creation and cannot be changed later. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new bucket"},"locationHint":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region hint for where the bucket should live: apac, eeur, enam, weur, wnam, or oc. Cannot be changed after creation"},"storageClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default storage class for objects: Standard or InfrequentAccess"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to create the bucket in: default, eu, or fedramp. Cannot be changed after creation"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_rate_limit_rule":{"id":"cloudflare_create_rate_limit_rule","name":"Cloudflare Create Rate Limiting Rule","description":"Creates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API (the legacy rate_limits endpoint is no longer available). Run \\"List Rate Limiting Rules\\" first to get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to add the rate limiting rule to"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to, e.g. (http.request.uri.path matches \\"^/api/\\")"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one. Example: cf.colo.id,ip.src"},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded, e.g. block, managed_challenge, js_challenge, challenge, or log. Defaults to block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied after the limit is exceeded. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted, when it differs from the matching expression"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset":{"id":"cloudflare_create_ruleset","name":"Cloudflare Create Ruleset","description":"Creates a zone ruleset for a phase, optionally seeded with its first rules. Use this when a phase has no entry point ruleset yet — reading the entry point returns 404 on a zone that has never had a rule in that phase, and rules can only be appended to a ruleset that already exists. Create the entry point with kind \\"zone\\" and the target phase (for example http_ratelimit for rate limiting rules or http_request_firewall_custom for WAF custom rules), then use the returned ruleset ID for later rule operations. Requires an API token with Zone WAF Edit (or another matching ruleset Edit permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to create the ruleset in"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Human-readable name for the ruleset"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_ratelimit, http_request_firewall_custom, http_request_firewall_managed, http_request_transform, http_request_dynamic_redirect"},"kind":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ruleset kind: zone or custom. Use zone to create a phase entry point ruleset and custom for a ruleset an execute rule deploys. Defaults to zone. \\"root\\" is the account-level phase entry point and \\"managed\\" is Cloudflare-owned, so neither can be created on this zone-scoped endpoint"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the ruleset"},"rules":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of rules to seed the ruleset with, in evaluation order. Each rule takes action, expression, and optionally description, enabled, action_parameters, and ratelimit"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_ruleset_rule":{"id":"cloudflare_create_ruleset_rule","name":"Cloudflare Create Ruleset Rule","description":"Adds a rule to a zone ruleset. Use \\"Get Phase Entry Point Ruleset\\" first to find the ruleset ID for the phase you want (for example http_request_firewall_custom for a WAF custom rule, or http_request_firewall_managed with action \\"execute\\" to deploy a managed ruleset). The rule is appended to the end of the ruleset unless a position is given. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to add the rule to"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs. Valid values depend on the phase — e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute (to deploy a managed ruleset)"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests, e.g. (ip.src.country in {\\"GB\\" \\"FR\\"}). Use \\"true\\" to match every request"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters. For an \\"execute\\" rule this carries the managed ruleset id and any overrides, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"action\\":\\"log\\"}}"},"position":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object placing the rule within the ruleset. Exactly one of {\\"before\\":\\"<RULE_ID>\\"}, {\\"after\\":\\"<RULE_ID>\\"}, or {\\"index\\":<1-based position>}"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_create_zone":{"id":"cloudflare_create_zone","name":"Cloudflare Create Zone","description":"Adds a new zone (domain) to the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The domain name to add (e.g., \\"example.com\\")"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zone type: \\"full\\" (Cloudflare manages DNS), \\"partial\\" (CNAME setup), or \\"secondary\\" (secondary DNS). Cloudflare also defines \\"internal\\", which is not creatable through this tool"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_application":{"id":"cloudflare_delete_access_application","name":"Cloudflare Delete Access Application","description":"Permanently deletes a Cloudflare Access (Zero Trust) application and every policy attached to it. The hostname it protected is immediately left without an Access identity check, so anyone who can reach it can reach the origin. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_access_policy":{"id":"cloudflare_delete_access_policy","name":"Cloudflare Delete Access Policy","description":"Permanently deletes a Cloudflare Access (Zero Trust) policy from an application. This changes who can reach the application the moment it runs: removing an allow policy locks out everyone it covered, and removing a deny or require policy drops that restriction. This cannot be undone. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_dns_record":{"id":"cloudflare_delete_dns_record","name":"Cloudflare Delete DNS Record","description":"Deletes a DNS record from a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_r2_bucket":{"id":"cloudflare_delete_r2_bucket","name":"Cloudflare Delete R2 Bucket","description":"Permanently deletes an R2 object storage bucket. Cloudflare only deletes an empty bucket, and the deletion cannot be undone. Requires an API token with Account Workers R2 Storage Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to delete permanently"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_ruleset_rule":{"id":"cloudflare_delete_ruleset_rule","name":"Cloudflare Delete Ruleset Rule","description":"Permanently deletes a rule from a zone ruleset. This takes effect immediately on live traffic and cannot be undone — deleting a WAF custom rule, a managed-ruleset deployment, or a rate limiting rule removes that protection from the zone. Also use this to delete rate limiting rules, which live in the http_ratelimit phase ruleset. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to delete permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_delete_zone":{"id":"cloudflare_delete_zone","name":"Cloudflare Delete Zone","description":"Deletes a zone (domain) from the Cloudflare account.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_dns_analytics":{"id":"cloudflare_dns_analytics","name":"Cloudflare DNS Analytics","description":"Gets DNS analytics report for a zone including query counts and trends.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get DNS analytics for"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for analytics (ISO 8601, e.g., \\"2024-01-01T00:00:00Z\\") or relative (e.g., \\"-6h\\")"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for analytics (ISO 8601, e.g., \\"2024-01-31T23:59:59Z\\") or relative (e.g., \\"now\\")"},"metrics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated metrics to retrieve (e.g., \\"queryCount,uncachedCount,staleCount,responseTimeAvg,responseTimeMedian,responseTime90th,responseTime99th\\"). Optional in the API"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions to group by (e.g., \\"queryName,queryType,responseCode,responseCached,coloName,origin,dayOfWeek,tcp,ipVersion,querySizeBucket,responseSizeBucket\\")"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply to the data (e.g., \\"queryType==A\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for the result set. Fields must be included in metrics or dimensions (e.g., \\"+queryCount\\" or \\"-responseTimeAvg\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_access_application":{"id":"cloudflare_get_access_application","name":"Cloudflare Get Access Application","description":"Reads a single Cloudflare Access (Zero Trust) application, including its attached policies. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID (or audience tag) to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_r2_bucket":{"id":"cloudflare_get_r2_bucket","name":"Cloudflare Get R2 Bucket","description":"Reads the metadata of a single R2 object storage bucket. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"bucketName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to read"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction the bucket lives in: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset":{"id":"cloudflare_get_ruleset","name":"Cloudflare Get Ruleset","description":"Reads a single zone ruleset including every rule it contains, in evaluation order. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_ruleset_entrypoint":{"id":"cloudflare_get_ruleset_entrypoint","name":"Cloudflare Get Phase Entry Point Ruleset","description":"Reads the entry point ruleset for a phase on a zone, including all of its rules. This is how you find the ruleset ID you need before adding, updating, or deleting a rule — for example http_request_firewall_custom for WAF custom rules, http_request_firewall_managed for managed-ruleset deployments and overrides, or http_ratelimit for rate limiting rules. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read the phase entry point for"},"phase":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset phase, e.g. http_request_firewall_custom, http_request_firewall_managed, http_ratelimit, http_request_transform, http_request_dynamic_redirect"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel":{"id":"cloudflare_get_tunnel","name":"Cloudflare Get Tunnel","description":"Reads a single Cloudflare Tunnel (cloudflared), including its health status and active connector connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_tunnel_configuration":{"id":"cloudflare_get_tunnel_configuration","name":"Cloudflare Get Tunnel Configuration","description":"Reads the configuration of a remotely-managed Cloudflare Tunnel — its ingress rules, origin request settings, and WARP routing. Only tunnels whose configuration source is \\"cloudflare\\" have a remote configuration; locally-managed tunnels keep it in their own config file. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"tunnelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tunnel ID to read the configuration for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_worker_script_settings":{"id":"cloudflare_get_worker_script_settings","name":"Cloudflare Get Worker Script Settings","description":"Reads the deployment settings of a single Workers script — bindings, compatibility date and flags, limits, observability, placement, and tail consumers. The plain \\"get script\\" endpoint in the Cloudflare API returns raw JavaScript source rather than JSON, so this settings endpoint is the structured way to inspect one script. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"scriptName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Workers script to read settings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone":{"id":"cloudflare_get_zone","name":"Cloudflare Get Zone","description":"Gets details for a specific zone (domain) by its ID.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to retrieve details for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_get_zone_settings":{"id":"cloudflare_get_zone_settings","name":"Cloudflare Get Zone Settings","description":"Reads zone settings such as SSL mode, minimum TLS version, security level, and caching level. Cloudflare retired the endpoint that read every setting in one request, so each setting is read individually — name the ones you need to keep the read small. Defaults to ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get settings for"},"settingIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated setting IDs to read, e.g. \\"ssl,min_tls_version,security_level\\". Leave blank to read the default set (ssl, always_use_https, min_tls_version, tls_1_3, security_level, cache_level, browser_cache_ttl, development_mode, rocket_loader, email_obfuscation, hotlink_protection, ip_geolocation, http2, http3, websockets). At most 40 settings per call."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_applications":{"id":"cloudflare_list_access_applications","name":"Cloudflare List Access Applications","description":"Lists the Cloudflare Access (Zero Trust) applications protecting an account. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application name"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by the primary hostname the application secures"},"aud":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by application audience (AUD) tag"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across applications"},"exact":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the name and domain filters must match exactly"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of applications per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_groups":{"id":"cloudflare_list_access_groups","name":"Cloudflare List Access Groups","description":"Lists the reusable Cloudflare Access (Zero Trust) groups in an account. Groups bundle identity rules that policies can reference by ID. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access groups are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by group name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across groups"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of groups per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_identity_providers":{"id":"cloudflare_list_access_identity_providers","name":"Cloudflare List Access Identity Providers","description":"Lists the identity providers configured for Cloudflare Access (Zero Trust) in an account, such as Okta, Entra ID, Google Workspace, or a one-time PIN. Use the returned IDs to restrict an application with allowed_idps. Requires an API token with Account Access: Organizations, Identity Providers, and Groups Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Identity providers are account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_policies":{"id":"cloudflare_list_access_policies","name":"Cloudflare List Access Policies","description":"Lists the Cloudflare Access (Zero Trust) policies attached to an application, in precedence order. Requires an API token with Account Access: Apps and Policies Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID whose policies should be listed"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of policies per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_access_service_tokens":{"id":"cloudflare_list_access_service_tokens","name":"Cloudflare List Access Service Tokens","description":"Lists the Cloudflare Access (Zero Trust) service tokens in an account, which let machines authenticate to Access-protected applications. Client secrets are never returned by this endpoint — only on creation. Requires an API token with Account Access: Service Tokens Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by service token name"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across service tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service tokens per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_certificates":{"id":"cloudflare_list_certificates","name":"Cloudflare List Certificates","description":"Lists SSL/TLS certificate packs for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list certificates for"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"all\\" to include every certificate pack regardless of status. Cloudflare documents no other value for this filter; omitting it returns only active packs"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of paginated results (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of certificate packs per page (default: 20, min: 5, max: 50)"},"deploy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deployment environment: \\"staging\\" or \\"production\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_dns_records":{"id":"cloudflare_list_dns_records","name":"Cloudflare List DNS Records","description":"Lists DNS records for a specific zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list DNS records for"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record name (exact match)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record content (exact match)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default: 100, max: 5000000)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc or desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters: any or all (default: all)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (type, name, content, ttl, proxied)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by proxy status"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across record name, content, and value"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by an exact tag name"},"tag_match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag filter match logic: any or all. Only affects results when combined with multiple tag filter conditions; has no effect with the single exact-match Tag Filter above."},"commentFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter records by comment content (substring match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_managed_ruleset_overrides":{"id":"cloudflare_list_managed_ruleset_overrides","name":"Cloudflare List Managed Ruleset Overrides","description":"Lists the WAF managed rulesets deployed on a zone together with the overrides applied to each one. Cloudflare has no dedicated overrides endpoint — overrides live on the \\"execute\\" rules of the http_request_firewall_managed phase entry point ruleset, which this reads. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to read managed ruleset deployments and overrides for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_r2_buckets":{"id":"cloudflare_list_r2_buckets","name":"Cloudflare List R2 Buckets","description":"Lists the R2 object storage buckets in an account. Requires an API token with Account Workers R2 Storage Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. R2 buckets are account-scoped"},"name_contains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return buckets whose name contains this substring"},"start_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket name to start listing after"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor returned by a previous call"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction by bucket name: asc or desc"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of buckets per page"},"jurisdiction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data-residency jurisdiction to list within: default, eu, or fedramp"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rate_limit_rules":{"id":"cloudflare_list_rate_limit_rules","name":"Cloudflare List Rate Limiting Rules","description":"Lists the rate limiting rules on a zone by reading the http_ratelimit phase entry point ruleset. This uses the current Rulesets-based rate limiting API; the legacy rate_limits endpoint is no longer available. The returned ruleset ID is what \\"Create Rate Limiting Rule\\", \\"Update Rate Limiting Rule\\", and \\"Delete Ruleset Rule\\" need. Requires an API token with Zone WAF Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rate limiting rules for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_rulesets":{"id":"cloudflare_list_rulesets","name":"Cloudflare List Rulesets","description":"Lists every ruleset defined on a zone across all phases (WAF custom rules, managed rules, rate limiting, transform rules, and more). The list response deliberately omits the rules inside each ruleset — use \\"Get Ruleset\\" to read them. Requires an API token with Zone WAF Read (or another matching ruleset Read permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list rulesets for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rulesets to return per page"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page, taken from the cursor output of a previous call. This endpoint paginates by cursor, not by page number"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_tunnels":{"id":"cloudflare_list_tunnels","name":"Cloudflare List Tunnels","description":"Lists the Cloudflare Tunnels (cloudflared) in an account, with their health status and active connections. Requires an API token with Account Cloudflare Tunnel Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Tunnels are account-scoped"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by exact tunnel name"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel health: inactive, degraded, healthy, or down"},"uuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tunnel UUID"},"is_deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return deleted tunnels instead of active ones"},"include_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include tunnels whose name starts with this prefix"},"exclude_prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exclude tunnels whose name starts with this prefix"},"existed_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that existed at this RFC 3339 timestamp"},"was_active_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were active at this RFC 3339 timestamp"},"was_inactive_at":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return tunnels that were inactive at this RFC 3339 timestamp"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tunnels per page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_routes":{"id":"cloudflare_list_worker_routes","name":"Cloudflare List Worker Routes","description":"Lists the Workers routes on a zone, showing which URL patterns are handled by which Worker script. Unlike the Workers script endpoints, routes are zone-scoped. Requires an API token with Zone Workers Routes Read.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list Workers routes for. Routes are zone-scoped, not account-scoped"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_worker_scripts":{"id":"cloudflare_list_worker_scripts","name":"Cloudflare List Worker Scripts","description":"Lists the Workers scripts deployed in an account. Requires an API token with Account Workers Scripts Read.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Workers scripts are account-scoped"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter scripts by tag. Cloudflare expects a comma-separated list of tag:allowed pairs where allowed is yes or no, e.g. team:core:yes,deprecated:no"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_list_zones":{"id":"cloudflare_list_zones","name":"Cloudflare List Zones","description":"Lists all zones (domains) in the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by domain name (e.g., \\"example.com\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by zone status: \\"initializing\\", \\"pending\\", \\"active\\", or \\"moved\\""},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of zones per page (default: 20, max: 50)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by account ID"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, status, account.id, account.name, plan.id)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters (any, all). Default: all"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_purge_cache":{"id":"cloudflare_purge_cache","name":"Cloudflare Purge Cache","description":"Purges cached content for a zone. Can purge everything or specific files/tags/hosts/prefixes.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to purge cache for"},"purge_everything":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to purge all cached content. Mutually exclusive with files, tags, hosts, and prefixes"},"files":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to purge from cache"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of cache tags to purge (Enterprise only)"},"hosts":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of hostnames to purge (Enterprise only)"},"prefixes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URL prefixes to purge (Enterprise only)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_revoke_access_service_token":{"id":"cloudflare_revoke_access_service_token","name":"Cloudflare Revoke Access Service Token","description":"Permanently deletes a Cloudflare Access (Zero Trust) service token, revoking it. Every machine or integration still presenting that client ID and secret is locked out of the Access-protected applications immediately, and the secret cannot be recovered. This cannot be undone. Requires an API token with Account Access: Service Tokens Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Service tokens are account-scoped"},"serviceTokenId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The service token ID to revoke permanently"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_application":{"id":"cloudflare_update_access_application","name":"Cloudflare Update Access Application","description":"Updates a Cloudflare Access (Zero Trust) application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every field the application should keep, because an omitted field may revert to its default and widen or break access. Read the current configuration with \\"Get Access Application\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID to update"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Application type: self_hosted, saas, ssh, vnc, app_launcher, warp, biso, bookmark, infrastructure, rdp, mcp, mcp_portal, or proxy_endpoint. dash_sso has no request variant and cannot be written through the API"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"The primary hostname and path secured by Access. Required for the self_hosted, ssh, vnc, and rdp types; optional for bookmark and mcp_portal; read-only for app_launcher, warp, biso, and proxy_endpoint; and absent from the saas, infrastructure, and mcp variants"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Friendly name shown in the dashboard and App Launcher"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long an Access session stays valid, e.g. 24h or 30m"},"allowedIdps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated identity provider IDs users may authenticate with"},"appLauncherVisible":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the application is shown in the App Launcher"},"autoRedirectToIdentity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users skip the identity provider picker"},"customDenyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message shown to users who are denied access"},"customDenyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL denied users are redirected to"},"logoUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logo image URL shown in the dashboard and App Launcher"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names categorizing the application"},"saasApp":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON SaaS configuration, required for the saas type and rejected on every other type. SAML, e.g. { \\"auth_type\\": \\"saml\\", \\"consumer_service_url\\": \\"https://example.com/acs\\", \\"sp_entity_id\\": \\"https://example.com\\" }; OIDC, e.g. { \\"auth_type\\": \\"oidc\\", \\"client_id\\": \\"...\\", \\"redirect_uris\\": [ \\"https://example.com/callback\\" ] }"},"targetCriteria":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of infrastructure target criteria, required for the infrastructure and rdp types and rejected on every other type, e.g. [{\\"port\\":22,\\"protocol\\":\\"SSH\\",\\"target_attributes\\":{\\"hostname\\":[\\"production\\"]}}]"},"policies":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of policies to attach. Entries may be reusable policy IDs or inline policy objects"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_access_policy":{"id":"cloudflare_update_access_policy","name":"Cloudflare Update Access Policy","description":"Updates a Cloudflare Access (Zero Trust) policy on an application. Cloudflare does not document merge behavior for this PUT, so treat it as a replace: send every rule the policy should keep, because an omitted exclude or require rule may be dropped and widen who gets in. The change applies to live traffic immediately. Read the current policy with \\"List Access Policies\\" first. Requires an API token with Account Access: Apps and Policies Edit.","version":"1.0.0","params":{"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID. Access applications are account-scoped"},"appId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access application ID that owns the policy"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Access policy ID to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the policy"},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"What the policy does when it matches: allow, deny, non_identity, or bypass (skip Access entirely)"},"include":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with OR logic. Example: [{\\"email_domain\\":{\\"domain\\":\\"example.com\\"}}]"},"exclude":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with NOT logic"},"require":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of Access rules evaluated with AND logic"},"precedence":{"type":"number","required":false,"visibility":"user-or-llm","description":"Evaluation order of the policy within the application"},"sessionDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long a session granted by this policy stays valid, e.g. 24h. Leave it unset on a policy attached to an infrastructure-typed application — Cloudflare rejects those with error 12130"},"approvalRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether an approver must grant each access request"},"isolationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the session must run in a remote isolated browser"},"purposeJustificationRequired":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether users must state a reason for access"},"purposeJustificationPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Prompt shown when a justification is required"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_dns_record":{"id":"cloudflare_update_dns_record","name":"Cloudflare Update DNS Record","description":"Updates an existing DNS record for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID containing the DNS record"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The DNS record ID to update"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record name"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Record priority. Cloudflare accepts this top-level field for MX and URI records only; an SRV record carries its priority, weight, port, and target inside the record content instead"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_rate_limit_rule":{"id":"cloudflare_update_rate_limit_rule","name":"Cloudflare Update Rate Limiting Rule","description":"Updates a rate limiting rule in the http_ratelimit phase entry point ruleset of a zone, using the current Rulesets-based rate limiting API. Cloudflare replaces the rule definition rather than merging it, so send the complete rule — every field you omit is reset. Run \\"List Rate Limiting Rules\\" first to read the current definition and get the ruleset ID. Requires an API token with Zone WAF Edit.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the rule"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The http_ratelimit entry point ruleset ID, as returned by \\"List Rate Limiting Rules\\""},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rate limiting rule ID to update"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting the requests the rule applies to"},"characteristics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated counting characteristics. cf.colo.id is mandatory. ip.src and cf.unique_visitor_id are mutually exclusive — include at most one."},"period":{"type":"number","required":true,"visibility":"user-or-llm","description":"Counting window in seconds. Cloudflare accepts only 10, 60, 120, 300, 600, or 3600"},"requestsPerPeriod":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of requests allowed within the counting period before the action fires"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action applied once the limit is exceeded: block, managed_challenge, js_challenge, challenge, or log. Required because this endpoint replaces the rule rather than merging into it — a defaulted action would silently convert an existing log or challenge rule into a hard block"},"mitigationTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds the action stays applied. Cloudflare accepts only 0, 10, 60, 120, 300, 600, 3600, or 86400"},"counting_expression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional expression defining which requests are counted"},"requestsToOrigin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only requests that reach the origin are counted"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters for the mitigation action, e.g. {\\"response\\":{\\"status_code\\":429,\\"content\\":\\"{\\\\\\"error\\\\\\":\\\\\\"rate limited\\\\\\"}\\",\\"content_type\\":\\"application/json\\"}} for a custom block response. Because the update replaces the rule, omitting it resets action_parameters to {} and the rule falls back to Cloudflare\'s default block page"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_ruleset_rule":{"id":"cloudflare_update_ruleset_rule","name":"Cloudflare Update Ruleset Rule","description":"Updates a rule in a zone ruleset. Cloudflare replaces the rule definition rather than merging it, so you must send every field you want the rule to keep — any field you omit is reset to its default. Read the current rule with \\"Get Ruleset\\" first. Requires an API token with Zone WAF Edit (or another matching ruleset Write permission).","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID that owns the ruleset"},"rulesetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ruleset ID containing the rule"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The rule ID to update"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"The action the rule performs, e.g. block, challenge, js_challenge, managed_challenge, log, skip, or execute. Required because this endpoint replaces the rule definition — omitting it resets the stored action"},"expression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloudflare filter expression selecting matching requests. Required because this endpoint replaces the rule definition — omitting it resets the stored expression"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description of the rule"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the rule is enabled"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference tag that stays stable across rule updates. Because the update replaces the rule, omitting it resets the tag to the rule ID and breaks anything matching on the old value"},"actionParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of action-specific parameters, e.g. {\\"id\\":\\"<MANAGED_RULESET_ID>\\",\\"overrides\\":{\\"rules\\":[{\\"id\\":\\"<RULE_ID>\\",\\"action\\":\\"log\\",\\"enabled\\":true,\\"score_threshold\\":40}]}}. Required on an execute rule and must be sent on every update: the endpoint replaces the rule, so omitting it resets action_parameters to {} — which unbinds the managed ruleset the rule deploys and every override under it"},"ratelimit":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON rate limiting configuration to preserve on a rule in the http_ratelimit phase, e.g. {\\"characteristics\\":[\\"cf.colo.id\\",\\"ip.src\\"],\\"period\\":60,\\"requests_per_period\\":100}. Because the update replaces the rule, omitting this on a rate limiting rule stops it rate limiting"},"logging":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON logging configuration to preserve, e.g. {\\"enabled\\":true}. Omitting it on a rule that had logging configured resets it to the default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudflare_update_zone_setting":{"id":"cloudflare_update_zone_setting","name":"Cloudflare Update Zone Setting","description":"Updates a specific zone setting such as SSL mode, security level, cache level, or other configuration.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to update settings for"},"settingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Setting to update (e.g., \\"ssl\\", \\"security_level\\", \\"cache_level\\", \\"always_use_https\\", \\"browser_cache_ttl\\", \\"http3\\", \\"min_tls_version\\", \\"ciphers\\")"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"New value for the setting as a string, or a JSON string for complex values (e.g., \\"full\\" for SSL, \\"medium\\" for security_level, \\"aggressive\\" for cache_level, [\\"ECDHE-RSA-AES128-GCM-SHA256\\"] for ciphers)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}},"hostedApiKey":"none"},"cloudformation_cancel_update_stack":{"id":"cloudformation_cancel_update_stack","name":"CloudFormation Cancel Update Stack","description":"Cancel an in-progress stack update and roll back to the last known stable state","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack whose update should be cancelled"}},"hostedApiKey":"none"},"cloudformation_create_change_set":{"id":"cloudformation_create_change_set","name":"CloudFormation Create Change Set","description":"Preview the changes a stack create or update would make before applying them","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the stack to create or update (new name for CREATE type, existing name for UPDATE)"},"changeSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new change set"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack (UPDATE change sets only)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"changeSetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"CREATE (default, new stack), UPDATE (existing stack), or IMPORT (import existing resources)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the change set for reference"}},"hostedApiKey":"none"},"cloudformation_create_stack":{"id":"cloudformation_create_stack","name":"CloudFormation Create Stack","description":"Create a new CloudFormation stack from a template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new stack (must be unique in the Region)"},"templateBody":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND) required when the template creates IAM resources or uses macros"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"},"onFailure":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action to take on creation failure: ROLLBACK (default), DELETE, or DO_NOTHING"},"timeoutInMinutes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Amount of time before the stack creation times out and rolls back"}},"hostedApiKey":"none"},"cloudformation_delete_stack":{"id":"cloudformation_delete_stack","name":"CloudFormation Delete 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access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default: 50)"}},"hostedApiKey":"none"},"cloudformation_describe_stacks":{"id":"cloudformation_describe_stacks","name":"CloudFormation Describe Stacks","description":"List and describe CloudFormation stacks","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stack name or ID to describe (omit to list all stacks)"}},"hostedApiKey":"none"},"cloudformation_detect_stack_drift":{"id":"cloudformation_detect_stack_drift","name":"CloudFormation Detect Stack Drift","description":"Initiate drift detection on a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID to detect drift on"}},"hostedApiKey":"none"},"cloudformation_execute_change_set":{"id":"cloudformation_execute_change_set","name":"CloudFormation Execute Change 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validation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML). Required if stackName is not provided"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of a deployed stack to summarize instead of a template body"}},"hostedApiKey":"none"},"cloudformation_list_stack_resources":{"id":"cloudformation_list_stack_resources","name":"CloudFormation List Stack Resources","description":"List all resources in a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"}},"hostedApiKey":"none"},"cloudformation_update_stack":{"id":"cloudformation_update_stack","name":"CloudFormation Update Stack","description":"Update an existing CloudFormation stack with a new or previous template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to update"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new CloudFormation template body (JSON or YAML). Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack instead of providing templateBody"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"}},"hostedApiKey":"none"},"cloudformation_validate_template":{"id":"cloudformation_validate_template","name":"CloudFormation Validate Template","description":"Validate a CloudFormation template for syntax and structural correctness","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateBody":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML)"}},"hostedApiKey":"none"},"cloudtrail_cancel_query":{"id":"cloudtrail_cancel_query","name":"CloudTrail Cancel Query","description":"Cancel a running CloudTrail Lake query","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"queryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the query returned by Start Query"},"eventDataStoreOwnerAccountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID of the event data store owner, for a shared event data store"}},"hostedApiKey":"none"},"cloudtrail_describe_query":{"id":"cloudtrail_describe_query","name":"CloudTrail Describe Query","description":"Check the status, run time, and scan statistics of a CloudTrail Lake query","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"queryId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the query returned by Start Query. Supply this or queryAlias, not both"},"queryAlias":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query template alias; returns the last run for that alias. Supply this or queryId, not both"},"refreshId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dashboard refresh ID, used together with queryAlias"},"eventDataStoreOwnerAccountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID of the event data store owner, for a shared event data store"}},"hostedApiKey":"none"},"cloudtrail_describe_trails":{"id":"cloudtrail_describe_trails","name":"CloudTrail Describe Trails","description":"Retrieve the full configuration of one or more CloudTrail trails in the current Region","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"trailNameList":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated trail names or ARNs. Leave empty to describe every trail in the Region. Trails in another Region must be given as ARNs"},"includeShadowTrails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include shadow trails (replications of trails created in another Region, and organization trails in member accounts). Defaults to true"}},"hostedApiKey":"none"},"cloudtrail_get_event_data_store":{"id":"cloudtrail_get_event_data_store","name":"CloudTrail Get Event Data Store","description":"Retrieve the configuration of a single CloudTrail Lake event data store","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"eventDataStore":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event data store ARN, or the ID suffix of that ARN"}},"hostedApiKey":"none"},"cloudtrail_get_event_selectors":{"id":"cloudtrail_get_event_selectors","name":"CloudTrail Get Event Selectors","description":"Read which management, data, and network activity events a CloudTrail trail is configured to log","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"trailName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trail name or trail ARN"}},"hostedApiKey":"none"},"cloudtrail_get_insight_selectors":{"id":"cloudtrail_get_insight_selectors","name":"CloudTrail Get Insight Selectors","description":"Read which CloudTrail Insights types are enabled on a trail or event data store","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"trailName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trail name or trail ARN. Cannot be combined with eventDataStore"},"eventDataStore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event data store ARN, or the ID suffix of that ARN. Cannot be combined with trailName"}},"hostedApiKey":"none"},"cloudtrail_get_query_results":{"id":"cloudtrail_get_query_results","name":"CloudTrail Get Query Results","description":"Fetch a page of result rows from a finished CloudTrail Lake query","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"queryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the query returned by Start Query"},"maxQueryResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum rows to return on a single page, 1 to 1000"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous results request"},"eventDataStoreOwnerAccountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID of the event data store owner, for a shared event data store"}},"hostedApiKey":"none"},"cloudtrail_get_trail":{"id":"cloudtrail_get_trail","name":"CloudTrail Get Trail","description":"Retrieve the settings of a single CloudTrail trail by name or ARN","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trail name, or the trail ARN for a trail in another Region"}},"hostedApiKey":"none"},"cloudtrail_get_trail_status":{"id":"cloudtrail_get_trail_status","name":"CloudTrail Get Trail Status","description":"Check whether a CloudTrail trail is logging and surface its most recent delivery errors","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trail name, or the trail ARN. 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Host-modifying commands need the Active Responder or Admin endpoints. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"RTR session ID returned by Init RTR Session"},"baseCommand":{"type":"string","required":true,"visibility":"user-or-llm","description":"Read-only RTR base command family, one of: cat, cd, clear, csrutil, env, eventlog, filehash, getsid, help, history, ifconfig, ipconfig, ls, mount, netstat, ps, reg, users. 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Requires the \\"Alerts: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"compositeIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike composite alert IDs"},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_get_case_details":{"id":"crowdstrike_get_case_details","name":"CrowdStrike Get Case Details","description":"Get CrowdStrike Falcon Case Management case records for one or more case IDs (POST /cases/entities/cases/v2). Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"caseIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike case IDs"}},"hostedApiKey":"none"},"crowdstrike_get_host_group_details":{"id":"crowdstrike_get_host_group_details","name":"CrowdStrike Get Host Group Details","description":"Get CrowdStrike Falcon host group records for one or more group IDs (GET /devices/entities/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"hostGroupIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host group IDs"}},"hostedApiKey":"none"},"crowdstrike_get_indicator_details":{"id":"crowdstrike_get_indicator_details","name":"CrowdStrike Get Indicator Details","description":"Get custom CrowdStrike Falcon indicator of compromise (IOC) records for one or more IOC IDs (GET /iocs/entities/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicatorIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike IOC IDs"}},"hostedApiKey":"none"},"crowdstrike_get_rtr_command_status":{"id":"crowdstrike_get_rtr_command_status","name":"CrowdStrike Get RTR Command Status","description":"Get the status and output of a Real Time Response command by cloud request ID (GET /real-time-response/entities/command/v1). Long output is chunked across sequences, so increment the sequence ID to read the next chunk. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"cloudRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cloud request ID returned by Execute RTR Command"},"sequenceId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Output chunk to retrieve, starting at 0"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_aggregates":{"id":"crowdstrike_get_sensor_aggregates","name":"CrowdStrike Get Sensor Aggregates","description":"Aggregate CrowdStrike Identity Protection sensors from a JSON aggregate query body (POST /identity-protection/aggregates/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"aggregateQuery":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON aggregate query body documented by CrowdStrike for sensor aggregates"}},"hostedApiKey":"none"},"crowdstrike_get_sensor_details":{"id":"crowdstrike_get_sensor_details","name":"CrowdStrike Get Sensor Details","description":"Get CrowdStrike Identity Protection sensor details for one or more device IDs (POST /identity-protection/entities/devices/GET/v1). These are the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors. Requires the \\"Identity Protection Entities: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"ids":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike sensor device IDs"}},"hostedApiKey":"none"},"crowdstrike_get_vulnerability_details":{"id":"crowdstrike_get_vulnerability_details","name":"CrowdStrike Get Vulnerability Details","description":"Get CrowdStrike Falcon Spotlight vulnerability records for one or more vulnerability IDs, including CVE, affected host, application, and remediation details (GET /spotlight/entities/vulnerabilities/v2). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"vulnerabilityIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of Spotlight vulnerability IDs (maximum 400 per request)"}},"hostedApiKey":"none"},"crowdstrike_init_rtr_session":{"id":"crowdstrike_init_rtr_session","name":"CrowdStrike Init RTR Session","description":"Open a CrowdStrike Falcon Real Time Response session against a host so read-only commands can be run on it (POST /real-time-response/entities/sessions/v1). This connects a live remote shell to the endpoint. Requires the \\"Real time response: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host agent ID (AID) to open the session against"},"queueOffline":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Queue the session so it runs when an offline host comes back online"},"origin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional session origin string recorded by CrowdStrike"}},"hostedApiKey":"none"},"crowdstrike_perform_host_action":{"id":"crowdstrike_perform_host_action","name":"CrowdStrike Perform Host Action","description":"Act on CrowdStrike Falcon hosts (POST /devices/entities/devices-actions/v2). Actions: contain, lift_containment, hide_host, unhide_host, detection_suppress, detection_unsuppress. contain network-isolates the host so it can only reach the Falcon cloud; hide_host removes the host record from the console. Both are immediately disruptive. Up to 100 host IDs per call. Requires the \\"Hosts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: contain, lift_containment, hide_host, unhide_host, detection_suppress, or detection_unsuppress. \\"contain\\" network-isolates the host; \\"hide_host\\" removes it from the Falcon console."},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of up to 100 CrowdStrike host agent IDs (AIDs) to act on"}},"hostedApiKey":"none"},"crowdstrike_perform_host_group_action":{"id":"crowdstrike_perform_host_group_action","name":"CrowdStrike Perform Host Group Action","description":"Add hosts to or remove hosts from a CrowdStrike Falcon static host group (POST /devices/entities/host-group-actions/v1). Group membership drives policy assignment, so changing it changes which policies apply to those hosts. Requires the \\"Host groups: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to take: add-hosts or remove-hosts"},"hostGroupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"CrowdStrike host group ID to modify (static groups only)"},"deviceIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike host agent IDs (AIDs) to add to or remove from the group"}},"hostedApiKey":"none"},"crowdstrike_query_alerts":{"id":"crowdstrike_query_alerts","name":"CrowdStrike Query Alerts","description":"Search CrowdStrike Falcon alerts with a Falcon Query Language filter and return their composite IDs. Uses the current Alerts API (GET /alerts/queries/alerts/v2), which replaced the Detects API decommissioned on September 30, 2025. Requires the \\"Alerts: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over alert fields"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all alert metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of alert IDs to return (max 10000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the alert query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\""},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_query_cases":{"id":"crowdstrike_query_cases","name":"CrowdStrike Query Cases","description":"Search CrowdStrike Falcon Case Management cases with a Falcon Query Language filter and return their IDs (GET /cases/queries/cases/v1). Case Management supersedes the CrowdScore Incidents API, which CrowdStrike has removed from its published API spec. Requires the \\"Cases: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter. Exact-match fields include cid and id; wildcard fields include assigned_to_name and assigned_to_uuid; range fields include created_timestamp and updated_timestamp."},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across all case metadata"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of case IDs to return (max 10000, default 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the case query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"created_timestamp|desc\\" or \\"status|asc\\""}},"hostedApiKey":"none"},"crowdstrike_query_host_groups":{"id":"crowdstrike_query_host_groups","name":"CrowdStrike Query Host Groups","description":"Search CrowdStrike Falcon host groups with a Falcon Query Language filter and return their IDs (GET /devices/queries/host-groups/v1). Requires the \\"Host groups: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over host group fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of host group IDs to return (1-5000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the host group query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"name.asc\\" or \\"modified_timestamp.desc\\""}},"hostedApiKey":"none"},"crowdstrike_query_indicators":{"id":"crowdstrike_query_indicators","name":"CrowdStrike Query Indicators","description":"Search custom CrowdStrike Falcon indicators of compromise (IOCs) with a Falcon Query Language filter and return their IDs (GET /iocs/queries/indicators/v1). Requires the \\"IOC Management: Read\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter over IOC fields"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of IOC IDs to return (default 100). CrowdStrike publishes no maximum for this endpoint; Sim caps it at 500 to keep a single request bounded"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset. Mutually exclusive with the after cursor; use after beyond 10,000 IOCs."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Mutually exclusive with offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression. Supported fields include action, applied_globally, created_by, created_on, expiration, expired, modified_by, modified_on, severity_number, source, type, and value."}},"hostedApiKey":"none"},"crowdstrike_query_sensors":{"id":"crowdstrike_query_sensors","name":"CrowdStrike Query Sensors","description":"Search CrowdStrike Identity Protection sensors -- the domain controllers Falcon Identity Protection monitors, not Falcon endpoint sensors -- and return their device IDs (GET /identity-protection/queries/devices/v1). Sort uses the dot form, for example status.desc. Requires the \\"Identity Protection Entities: Read\\" API scope, a separate entitlement from Hosts and Alerts.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Falcon Query Language filter for identity sensor search"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sensor records to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset for the identity sensor query"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for identity sensor results"}},"hostedApiKey":"none"},"crowdstrike_query_vulnerabilities":{"id":"crowdstrike_query_vulnerabilities","name":"CrowdStrike Query Vulnerabilities","description":"Search CrowdStrike Falcon Spotlight vulnerabilities with a required Falcon Query Language filter and return their IDs (GET /spotlight/queries/vulnerabilities/v1). Requires the spotlight-vulnerabilities:read API scope, shown as \\"Vulnerabilities: Read\\" in the Falcon API client UI.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"Falcon Query Language filter (required by Spotlight). Filterable fields include status, aid, cid, last_seen_within, cve.id, cve.severity, cve.exprt_rating, cve.is_cisa_kev, cve.base_score, host_info.platform_name, host_info.groups, host_info.tags, host_info.internet_exposure, and suppression_info.is_suppressed."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of vulnerability IDs to return (1-400, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response. Spotlight does not support offset."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression such as \\"updated_timestamp|desc\\" or \\"closed_timestamp|asc\\""}},"hostedApiKey":"none"},"crowdstrike_update_alerts":{"id":"crowdstrike_update_alerts","name":"CrowdStrike Update Alerts","description":"Update CrowdStrike Falcon alerts by composite ID: change status, assign or unassign an analyst, add or remove tags, append a comment, or toggle visibility (PATCH /alerts/entities/alerts/v3). This modifies live alerts in the Falcon console. Requires the \\"Alerts: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"compositeIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of CrowdStrike composite alert IDs to update"},"updateStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"New alert status: new, in_progress, reopened, or closed"},"assignToUuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user UUID"},"assignToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon user ID, such as user@example.com"},"assignToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assign the alert to this Falcon username, such as John Doe"},"unassign":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Clear the assigned user UUID, user ID, and username from the alert"},"appendComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to append to the alert in the Falcon console"},"addTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to add to the alert"},"removeTag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag to remove from the alert"},"removeTagsByPrefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Remove every tag on the alert that starts with this prefix"},"showInUi":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the alert is displayed in the Falcon console"},"actionParameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Raw JSON array of additional CrowdStrike action parameters, each shaped { \\"name\\": string, \\"value\\": string }"},"includeHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include previously hidden alerts (CrowdStrike defaults this to true)"}},"hostedApiKey":"none"},"crowdstrike_update_indicators":{"id":"crowdstrike_update_indicators","name":"CrowdStrike Update Indicators","description":"Update custom CrowdStrike Falcon indicators of compromise by ID (PATCH /iocs/entities/indicators/v1). DESTRUCTIVE: omitted fields may be cleared, so read each indicator with crowdstrike_get_indicator_details first and resend its full field set with your edits applied. Changing action or scope changes prevention behavior fleet-wide. type and value are immutable. Requires the \\"IOC Management: Write\\" API scope.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon API client secret"},"cloud":{"type":"string","required":true,"visibility":"user-only","description":"CrowdStrike Falcon cloud region"},"indicators":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of indicators to update. Each entry requires id, and should also repeat every field it wants to keep: an updatable field the entry omits may be cleared. Updatable fields: action, severity, description, source, tags (array), platforms (array), applied_globally (boolean), host_groups (array), expiration (ISO 8601), mobile_action, metadata ({ filename }). type and value cannot be changed."},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Audit comment explaining why these indicators were updated"},"retrodetects":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to generate retroactive detections for the updated indicators"},"ignoreWarnings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to apply the updates even when CrowdStrike returns warnings"}},"hostedApiKey":"none"},"crunchbase_autocomplete":{"id":"crunchbase_autocomplete","name":"Crunchbase Autocomplete","description":"Suggest Crunchbase entities matching a typed query, returning the permalinks and UUIDs the lookup and search operations take.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to autocomplete against, e.g. \\"airbnb\\""},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to search, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Suggestions to return, max 25 (default 10)"}},"hostedApiKey":"none"},"crunchbase_get_acquisition":{"id":"crunchbase_get_acquisition","name":"Crunchbase Get Acquisition","description":"Look up a single Crunchbase acquisition by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Acquisition permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"acquiree_organization\\",\\"acquirer_organization\\"]. Available: acquiree_organization, acquirer_organization, fields, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_entity":{"id":"crunchbase_get_entity","name":"Crunchbase Get Entity","description":"Look up a single entity in any Crunchbase collection — events, jobs, ipos, funds, investments, press references, insights, predictions, and more — by permalink or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Leave empty to accept the default projection the API returns; list the valid ids with the Get Fields Metadata operation."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include. The valid ids differ per collection, and a card returns at most 100 items — use the Get Entity Card operation to page past that."}},"hostedApiKey":"none"},"crunchbase_get_entity_card":{"id":"crunchbase_get_entity_card","name":"Crunchbase Get Entity Card","description":"Page through one related-entity card of a Crunchbase entity — an investor\'s investments, a company\'s founders, a round\'s investors — past the 100-item cap an inline card request returns.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection the entity belongs to. One of: acquisitions, addresses, categories, category_groups, degrees, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, market_insights, micro_categories, organizations, ownerships, people."},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity permalink or UUID"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Card to page through, e.g. \\"participated_investments\\" on a person, \\"founders\\" on an organization, or \\"investors\\" on a funding round. Valid ids differ per collection."},"cardFieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields to return on each card item, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\"]. The identifier is always requested alongside these, because the next-page cursor is read from it."},"cardOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression for the card, e.g. \\"funding_round_money_raised desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Card items to return per page, 1-100"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last card item on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first card item on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_get_fields_metadata":{"id":"crunchbase_get_fields_metadata","name":"Crunchbase Get Fields Metadata","description":"List the field ids, types, and descriptions each Crunchbase collection publishes, which is how the field_ids and query predicates of the other operations are discovered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to describe, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights. Which of them your key can read depends on your Crunchbase package. Defaults to every collection."}},"hostedApiKey":"none"},"crunchbase_get_funding_round":{"id":"crunchbase_get_funding_round","name":"Crunchbase Get Funding Round","description":"Look up a single Crunchbase funding round by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Funding round permalink (e.g. \\"tesla-motors-series-c--12345678\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"investors\\",\\"organization\\"]. Available: fields, investments, investors, lead_investors, organization, partners, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_organization":{"id":"crunchbase_get_organization","name":"Crunchbase Get Organization","description":"Look up a single Crunchbase organization by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization permalink (e.g. \\"tesla-motors\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"founders\\",\\"headquarters_address\\"]. Available on every license tier: child_organizations, child_ownerships, event_appearances, fields, founders, headquarters_address, parent_organization, parent_ownership. Richer packages add acquiree_acquisitions, acquirer_acquisitions, investors, ipos, jobs, participated_funding_rounds, participated_funds, participated_investments, press_references, raised_funding_rounds, raised_funds, raised_investments. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_get_person":{"id":"crunchbase_get_person","name":"Crunchbase Get Person","description":"Look up a single Crunchbase person by permalink or UUID, returning the requested fields and related cards.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person permalink (e.g. \\"elon-musk\\") or UUID"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"cardIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Related-entity cards to include, e.g. [\\"jobs\\",\\"primary_organization\\"]. Available on every license tier: degrees, event_appearances, fields, founded_organizations, jobs, primary_job, primary_organization. Advanced Financials adds participated_funding_rounds, participated_funds, participated_investments, partner_funding_rounds, partner_investments, press_references. A card returns at most 100 items."}},"hostedApiKey":"none"},"crunchbase_list_deleted_entities":{"id":"crunchbase_list_deleted_entities","name":"Crunchbase List Deleted Entities","description":"List entities Crunchbase has deleted, so a mirrored copy can be pruned in step with the source.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the feed to a single collection: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, or press_references. Which of them your key can read depends on your Crunchbase package. Leave empty to read the feed across collections."},"collectionIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Collections to include when reading the cross-collection feed, e.g. [\\"organizations\\",\\"people\\"]. One or more of: acquisitions, categories, event_appearances, events, funding_rounds, funds, investments, ipos, jobs, locations, organizations, ownerships, people, press_references. Ignored when a single collection is set."},"deletedAtOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by deletion time: \\"asc\\" (default) or \\"desc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return per page, 1-25 (default 10)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last row on the current page, to fetch the next page"},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first row on the current page, to fetch the previous page"}},"hostedApiKey":"none"},"crunchbase_search_acquisitions":{"id":"crunchbase_search_acquisitions","name":"Crunchbase Search Acquisitions","description":"Search Crunchbase acquisitions with filter predicates on announced date, price, acquisition type, and the companies involved.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Acquisition fields to return as columns, e.g. [\\"identifier\\",\\"acquiree_identifier\\",\\"acquirer_identifier\\",\\"price\\"]. Defaults to identifier, acquiree_identifier, acquirer_identifier, announced_on, completed_on, price, acquisition_type, status, terms, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_entities":{"id":"crunchbase_search_entities","name":"Crunchbase Search Entities","description":"Search any Crunchbase collection — events, jobs, ipos, funds, investments, press references, layoffs, insights, predictions, and more — with filter predicates.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"collection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Collection to search. One of: acquisition_predictions, acquisitions, addresses, awards, categories, category_groups, closure_predictions, current_valuation_estimates, degrees, diversity_spotlights, event_appearances, events, funding_predictions, funding_rounds, funds, growth_insights, growth_predictions, investments, investor_insights, investor_matches, ipo_predictions, ipos, jobs, key_employee_changes, layoff_predictions, layoffs, legal_proceedings, locations, market_insight_reasons, market_insights, micro_categories, org_similarities, organizations, ownerships, partnership_announcements, people, press_references, principals, product_launches, product_similarities, products, remain_private_predictions, research_insights."},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates."},"fieldIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to return as columns for the chosen collection, e.g. [\\"identifier\\",\\"short_description\\"]. Required — the valid ids differ per collection; list them with the Get Fields Metadata operation."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"updated_at\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_funding_rounds":{"id":"crunchbase_search_funding_rounds","name":"Crunchbase Search Funding Rounds","description":"Search Crunchbase funding rounds with filter predicates on announced date, investment type, amount raised, and investors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"announced_on\\",\\"operator_id\\":\\"gte\\",\\"values\\":[\\"2026-01-01\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Funding round fields to return as columns, e.g. [\\"identifier\\",\\"announced_on\\",\\"money_raised\\",\\"investor_identifiers\\"]. Defaults to identifier, announced_on, investment_type, investment_stage, money_raised, funded_organization_identifier, investor_identifiers, lead_investor_identifiers, num_investors, short_description, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"announced_on\\",\\"sort\\":\\"desc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_organizations":{"id":"crunchbase_search_organizations","name":"Crunchbase Search Organizations","description":"Search Crunchbase companies, investors, and schools with filter predicates on funding, headcount, location, category, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"categories\\",\\"operator_id\\":\\"includes\\",\\"values\\":[\\"biotechnology\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Organization fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"founded_on\\",\\"categories\\"]. Defaults to identifier, name, short_description, website_url, linkedin, location_identifiers, categories, founded_on, num_employees_enum, operating_status, rank_org, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_org\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"crunchbase_search_people":{"id":"crunchbase_search_people","name":"Crunchbase Search People","description":"Search Crunchbase people — founders, executives, and investors — with filter predicates on job title, organization, location, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Crunchbase API key, sent as the X-cb-user-key header"},"query":{"type":"json","required":true,"visibility":"user-or-llm","description":"Filter predicates, combined with AND. Array of {type:\\"predicate\\", field_id, operator_id, values}. Operators: blank, eq, not_eq, gt, gte, lt, lte, starts, contains, not_contains, between, includes, not_includes, includes_all, not_includes_all, domain_eq, not_domain_eq, domain_blank, domain_includes, not_domain_includes. Max 25 predicates. Example: [{\\"type\\":\\"predicate\\",\\"field_id\\":\\"primary_job_title\\",\\"operator_id\\":\\"contains\\",\\"values\\":[\\"Founder\\"]}]"},"fieldIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"Person fields to return as columns, e.g. [\\"identifier\\",\\"name\\",\\"primary_job_title\\",\\"primary_organization\\"]. Defaults to identifier, name, first_name, last_name, primary_job_title, primary_organization, short_description, location_identifiers, linkedin, rank_person, permalink."},"order":{"type":"json","required":false,"visibility":"user-or-llm","description":"Sort clauses, e.g. [{\\"field_id\\":\\"rank_person\\",\\"sort\\":\\"asc\\",\\"nulls\\":\\"last\\"}]. Sort is \\"asc\\" or \\"desc\\"."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return, 1-1000 (default 100)"},"afterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the last entity on the current page, to fetch the next page. Cannot be combined with beforeId."},"beforeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the first entity on the current page, to fetch the previous page. Cannot be combined with afterId."}},"hostedApiKey":"none"},"cursor_add_followup":{"id":"cursor_add_followup","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_add_followup_v2":{"id":"cursor_add_followup_v2","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}},"hostedApiKey":"none"},"cursor_delete_agent":{"id":"cursor_delete_agent","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. This action cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_delete_agent_v2":{"id":"cursor_delete_agent_v2","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_download_artifact":{"id":"cursor_download_artifact","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_download_artifact_v2":{"id":"cursor_download_artifact_v2","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent. Returns the file for execution storage.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}},"hostedApiKey":"none"},"cursor_get_agent":{"id":"cursor_get_agent","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_agent_v2":{"id":"cursor_get_agent_v2","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_api_key_info":{"id":"cursor_get_api_key_info","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_api_key_info_v2":{"id":"cursor_get_api_key_info_v2","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}},"hostedApiKey":"none"},"cursor_get_conversation":{"id":"cursor_get_conversation","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}},"hostedApiKey":"none"},"cursor_get_conversation_v2":{"id":"cursor_get_conversation_v2","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses. 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Range: \\"0s\\" or \\"5s\\" to \\"50s\\". 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Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}},"hostedApiKey":"none"},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}},"hostedApiKey":"none"},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}},"hostedApiKey":"none"},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. 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Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. 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The default incident type is used when omitted"},"isTest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this is a test incident"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of user-defined incident fields, e.g. {\\"severity\\": {\\"type\\": \\"dropdown\\", \\"value\\": \\"SEV-2\\"}}"},"notificationHandles":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated handles to notify on creation (e.g., \\"@slack-incidents,@user@example.com\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_monitor":{"id":"datadog_create_monitor","name":"Datadog Create Monitor","description":"Create a new monitor/alert in Datadog. Monitors can track metrics, service checks, events, and more.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor name"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor type: metric alert, service check, event alert, process alert, log alert, query alert, composite, synthetics alert, slo alert"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor query (e.g., \\"avg(last_5m):avg:system.cpu.idle{*} < 20\\", \\"logs(\\"status:error\\").index(\\"main\\").rollup(\\"count\\").last(\\"5m\\") > 100\\")"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to include with notifications. Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_create_slo":{"id":"datadog_create_slo","name":"Datadog Create SLO","description":"Create a service level objective from a metric query, monitors, or a time-slice condition.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the SLO (e.g., \\"Checkout API availability\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"SLO type: \\"metric\\" (supply query) or \\"monitor\\" (supply monitorIds). Time-slice SLOs are not supported here because they need an SLI specification this tool does not send."},"thresholds":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of thresholds, e.g. [{\\"timeframe\\": \\"30d\\", \\"target\\": 99.9, \\"warning\\": 99.95}]"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the SLO"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"env:prod,team:core\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"For metric SLOs, JSON with numerator and denominator, e.g. {\\"numerator\\": \\"sum:requests{status:ok}.as_count()\\", \\"denominator\\": \\"sum:requests{*}.as_count()\\"}"},"monitorIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs, comma-separated monitor IDs (e.g., \\"123,456\\")"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"For monitor SLOs with a single monitor, comma-separated monitor groups (e.g., \\"env:prod,role:mysql\\")"},"targetThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary target threshold (e.g., 99.9)"},"warningThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Primary warning threshold, must be greater than the target (e.g., 99.95)"},"timeframe":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary timeframe: \\"7d\\", \\"30d\\", or \\"90d\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_dashboard":{"id":"datadog_delete_dashboard","name":"Datadog Delete Dashboard","description":"Delete a dashboard by ID.","version":"1.0.0","params":{"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the dashboard to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_delete_slo":{"id":"datadog_delete_slo","name":"Datadog Delete SLO","description":"Permanently delete a service level objective. 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Requires the Incident Management `incident_read` permission; the Incidents API is in public beta.","version":"1.0.0","params":{"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the incident (e.g., \\"00000000-0000-0000-1234-000000000000\\")"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated related resources to include (e.g., \\"users\\", \\"attachments\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include. Valid values are \\"all\\", \\"alert\\", \\"warn\\", and \\"no data\\" (e.g., \\"alert,warn\\")."},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_security_signal":{"id":"datadog_get_security_signal","name":"Datadog Get Security Signal","description":"Get the details of a single Cloud SIEM security signal. 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When supplied, the response includes the remaining error budget for a custom timeframe"},"applyCorrection":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to apply SLO corrections (defaults to true)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_results":{"id":"datadog_get_synthetics_results","name":"Datadog Get Synthetic Test Results","description":"Get the latest result summaries (up to the last 150 runs) for a Synthetic API test.","version":"1.0.0","params":{"publicId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The public ID of the Synthetic API test"},"fromTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds from which to start querying results"},"toTs":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timestamp in milliseconds up to which to query results"},"probeDc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated locations to query results for (e.g., \\"aws:eu-west-3\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_get_synthetics_test":{"id":"datadog_get_synthetics_test","name":"Datadog Get Synthetic Test","description":"Get the configuration of a Synthetic test by public ID. 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Requires the `apm_service_catalog_read` permission.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of service definitions per page (default: 10, max: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"schemaVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema version to return (e.g., \\"v2\\", \\"v2.1\\", \\"v2.2\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_slos":{"id":"datadog_list_slos","name":"Datadog List SLOs","description":"List service level objectives, optionally filtered by IDs, name, tags, or underlying metrics query.","version":"1.0.0","params":{"ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SLO IDs to fetch (e.g., \\"id1,id2\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO name (e.g., \\"checkout latency\\")"},"tagsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by a single SLO tag (e.g., \\"env:prod\\")"},"metricsQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by SLO numerator and denominator (e.g., \\"aws.elb.request_count\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of SLOs to return (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset of the first SLO returned (e.g., 0, 50)"},"isDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Return only deleted SLOs"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_list_synthetics_tests":{"id":"datadog_list_synthetics_tests","name":"Datadog List Synthetic Tests","description":"List all Synthetic tests (API, browser, and mobile) with their current status.","version":"1.0.0","params":{"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tests returned per page (default: 100)"},"pageNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page to retrieve, starting at zero"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}},"hostedApiKey":"none"},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress its notifications. Use Unmute Monitor to reverse it, or schedule a downtime instead when you want a planned, auditable maintenance window.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). 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Use qualifiers like language:python, stars:>1000, topic:react, user:owner, org:name","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (language:, stars:, forks:, topic:, user:, org:, in:name,description,readme)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: stars, forks, help-wanted-issues, updated (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_search_users":{"id":"github_search_users","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_search_users_v2":{"id":"github_search_users_v2","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_star_gist":{"id":"github_star_gist","name":"GitHub Star Gist","description":"Star a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_star_gist_v2":{"id":"github_star_gist_v2","name":"GitHub Star Gist","description":"Star a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_star_repo":{"id":"github_star_repo","name":"GitHub Star Repository","description":"Star a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_star_repo_v2":{"id":"github_star_repo_v2","name":"GitHub Star Repository","description":"Star a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_status_check_rollup":{"id":"github_status_check_rollup","name":"GitHub Status Check Rollup","description":"Read the merged check-run and commit-status state for one commit SHA, including whether each check is required to merge a given pull request.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit SHA to read check state for"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number that decides which checks are required"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page (endCursor) to continue from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with checks and commit statuses read access"}},"hostedApiKey":"none"},"github_trigger_workflow":{"id":"github_trigger_workflow","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_trigger_workflow_v2":{"id":"github_trigger_workflow_v2","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_unstar_gist":{"id":"github_unstar_gist","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_unstar_gist_v2":{"id":"github_unstar_gist_v2","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_unstar_repo":{"id":"github_unstar_repo","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_unstar_repo_v2":{"id":"github_unstar_repo_v2","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_branch_protection":{"id":"github_update_branch_protection","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":false,"visibility":"user-or-llm","description":"Required status check configuration. Object with strict (boolean) and contexts (string array). Omit to disable status checks — GitHub receives an explicit null."},"enforce_admins":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators. Omit to disable admin enforcement — GitHub receives an explicit null."},"required_pull_request_reviews":{"type":"object","required":false,"visibility":"user-or-llm","description":"PR review requirements. Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews. Omit to disable review requirements — GitHub receives an explicit null."},"restrictions":{"type":"object","required":false,"visibility":"user-or-llm","description":"Push restrictions, available only for organization-owned repositories. Object with users (string array), teams (string array) and optional apps (string array). Omit to disable push restrictions — GitHub receives an explicit null."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_update_branch_protection_v2":{"id":"github_update_branch_protection_v2","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":false,"visibility":"user-or-llm","description":"Required status check configuration. Object with strict (boolean) and contexts (string array). Omit to disable status checks — GitHub receives an explicit null."},"enforce_admins":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators. Omit to disable admin enforcement — GitHub receives an explicit null."},"required_pull_request_reviews":{"type":"object","required":false,"visibility":"user-or-llm","description":"PR review requirements. Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews. Omit to disable review requirements — GitHub receives an explicit null."},"restrictions":{"type":"object","required":false,"visibility":"user-or-llm","description":"Push restrictions, available only for organization-owned repositories. Object with users (string array), teams (string array) and optional apps (string array). Omit to disable push restrictions — GitHub receives an explicit null."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_update_comment":{"id":"github_update_comment","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_comment_v2":{"id":"github_update_comment_v2","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_file":{"id":"github_update_file","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_update_file_v2":{"id":"github_update_file_v2","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_update_gist":{"id":"github_update_gist","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. Set to null to delete, or provide content to update/add"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_gist_v2":{"id":"github_update_gist_v2","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. Set to null to delete, or provide content to update/add"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_issue":{"id":"github_update_issue","name":"GitHub Update Issue","description":"Update an existing issue in a GitHub repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"issue_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description/body"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issue state (open or closed)"},"labels":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of label names (replaces all existing labels)"},"assignees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of usernames (replaces all existing assignees)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_issue_v2":{"id":"github_update_issue_v2","name":"GitHub Update Issue","description":"Update an existing issue in a GitHub repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"issue_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description/body"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issue state (open or closed)"},"labels":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of label names (replaces all existing labels)"},"assignees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of usernames (replaces all existing assignees)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_milestone":{"id":"github_update_milestone","name":"GitHub Update Milestone","description":"Update a milestone in a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"milestone_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Milestone number to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New milestone title"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state: open or closed"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description"},"due_on":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date (ISO 8601 format)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_milestone_v2":{"id":"github_update_milestone_v2","name":"GitHub Update Milestone","description":"Update a milestone in a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"milestone_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Milestone number to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New milestone title"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state: open or closed"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description"},"due_on":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date (ISO 8601 format)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_pr":{"id":"github_update_pr","name":"GitHub Update Pull Request","description":"Update an existing pull request in a GitHub repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request description (Markdown)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state (open or closed)"},"base":{"type":"string","required":false,"visibility":"user-or-llm","description":"New base branch name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_pr_v2":{"id":"github_update_pr_v2","name":"GitHub Update Pull Request","description":"Update an existing pull request in a GitHub repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request description (Markdown)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state (open or closed)"},"base":{"type":"string","required":false,"visibility":"user-or-llm","description":"New base branch name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}},"hostedApiKey":"none"},"github_update_project":{"id":"github_update_project","name":"GitHub Update Project","description":"Update an existing GitHub Project V2. Can update title, description, visibility (public), or status (closed). Requires the project Node ID.","version":"1.0.0","params":{"project_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project Node ID (format: PVT_...)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project title"},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project short description"},"project_public":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project visibility (true = public, false = private)"},"closed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project status (true = closed, false = open)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with project write permissions"}},"hostedApiKey":"none"},"github_update_project_v2":{"id":"github_update_project_v2","name":"GitHub Update Project","description":"Update an existing GitHub Project V2. Can update title, description, visibility (public), or status (closed). Requires the project Node ID.","version":"2.0.0","params":{"project_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project Node ID (format: PVT_...)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project title"},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project short description"},"project_public":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project visibility (true = public, false = private)"},"closed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project status (true = closed, false = open)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with project write permissions"}},"hostedApiKey":"none"},"github_update_release":{"id":"github_update_release","name":"GitHub Update Release","description":"Update an existing GitHub release. Modify tag name, target commit, title, description, draft status, or prerelease status.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"release_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"The unique identifier of the release"},"tag_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the tag"},"target_commitish":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specifies the commitish value for where the tag is created from"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the release"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text describing the contents of the release (markdown supported)"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"true to set as draft, false to publish"},"prerelease":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"true to identify as a prerelease, false for a full release"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}},"hostedApiKey":"none"},"github_update_release_v2":{"id":"github_update_release_v2","name":"GitHub Update Release","description":"Update an existing GitHub release. 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Defaults to UTC."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_get":{"id":"google_calendar_get","name":"Google Calendar Get Event","description":"Get a specific event from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to retrieve"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_get_v2":{"id":"google_calendar_get_v2","name":"Google Calendar Get Event","description":"Get a specific event from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to retrieve"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_instances":{"id":"google_calendar_instances","name":"Google Calendar Get Instances","description":"Get instances of a recurring event from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_instances_v2":{"id":"google_calendar_instances_v2","name":"Google Calendar Get Instances","description":"Get instances of a recurring event from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_invite":{"id":"google_calendar_invite","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_invite_v2":{"id":"google_calendar_invite_v2","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list":{"id":"google_calendar_list","name":"Google Calendar List Events","description":"List events from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list_acl":{"id":"google_calendar_list_acl","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list_acl_v2":{"id":"google_calendar_list_acl_v2","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list_calendars":{"id":"google_calendar_list_calendars","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list_calendars_v2":{"id":"google_calendar_list_calendars_v2","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_list_v2":{"id":"google_calendar_list_v2","name":"Google Calendar List Events","description":"List events from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"},"hostedApiKey":"none"},"google_contacts_create":{"id":"google_contacts_create","name":"Google Contacts Create","description":"Create a new contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"givenName":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the 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contact"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_delete":{"id":"google_contacts_delete","name":"Google Contacts Delete","description":"Delete a contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact to delete (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"},"hostedApiKey":"none"},"google_contacts_get":{"id":"google_contacts_get","name":"Google Contacts Get","description":"Get a specific contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People 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The image must be publicly accessible and under 50 MB. When no index is provided, the image is appended to the end of the document.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to insert the image into"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image to insert"},"index":{"type":"number","required":false,"visibility":"user-or-llm","description":"The character index (the document body starts at index 1) at which to insert the image. When omitted, the image is appended to the end of the document."},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Optional image width in points (PT)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Optional image height in points (PT)"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_insert_page_break":{"id":"google_docs_insert_page_break","name":"Insert Page Break into Google Docs Document","description":"Insert a page break into a Google Docs document. 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When omitted, the table is appended to the end of the document."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_insert_text":{"id":"google_docs_insert_text","name":"Insert Text into Google Docs Document","description":"Insert text at a specific index in a Google Docs document. When no index is provided, text is appended to the end of the document. 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When omitted, text is appended to the end of the document."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_read":{"id":"google_docs_read","name":"Read Google Docs Document","description":"Read content from a Google Docs document","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Docs document ID"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_replace_text":{"id":"google_docs_replace_text","name":"Find and Replace Text in Google Docs Document","description":"Replace all occurrences of a search string with new text across a Google Docs document.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"searchText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text to find"},"replaceText":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text to replace matches with. Use an empty string to delete matches."},"matchCase":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the search should be case sensitive. 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One of: LEFT, CENTER, RIGHT, JUSTIFY."}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_update_text_style":{"id":"google_docs_update_text_style","name":"Apply Text Style in Google Docs Document","description":"Apply bold, italic, underline, and/or font size to a range of text in a Google Docs document, identified by its start and end character index.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range to style (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range to style (exclusive)"},"bold":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to make the text bold"},"italic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to make the text italic"},"underline":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to underline the text"},"fontSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"The font size to apply, in points (PT)"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_docs_write":{"id":"google_docs_write","name":"Write to Google Docs Document","description":"Append content to a Google Docs document. 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For formatted output from Markdown, use the Create operation with the markdown toggle enabled.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"description":"The ID of the document to write to"},"content":{"type":"string","required":true,"description":"The content to write to the document"}},"oauth":{"required":true,"provider":"google-docs"},"hostedApiKey":"none"},"google_drive_copy":{"id":"google_drive_copy","name":"Copy Google Drive File","description":"Create a copy of a file in Google Drive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to copy"},"newName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the copied file (defaults to \\"Copy of [original name]\\")"},"destinationFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the folder to place the copy in (defaults to same location as original)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_drive_create_comment":{"id":"google_drive_create_comment","name":"Create Google Drive Comment","description":"Add a comment to a file in Google Drive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to comment on"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The plain text content of the comment"},"anchor":{"type":"string","required":false,"visibility":"user-or-llm","description":"A region of the document the comment refers to (JSON anchor 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Can be the member email address (e.g., user@example.com) or the unique member ID"}},"oauth":{"required":true,"provider":"google-groups"},"hostedApiKey":"none"},"google_groups_get_settings":{"id":"google_groups_get_settings","name":"Google Groups Get Settings","description":"Get the settings for a Google Group including access permissions, moderation, and posting options","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the group (e.g., team@example.com)"}},"oauth":{"required":true,"provider":"google-groups"},"hostedApiKey":"none"},"google_groups_has_member":{"id":"google_groups_has_member","name":"Google Groups Has Member","description":"Check if a user is a member of a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. 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Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. 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Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the table to"},"rows":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the table (minimum 1)"},"columns":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the table (minimum 1)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the table in points (default: 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the table in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_create_video":{"id":"google_slides_create_video","name":"Embed Video in Google Slides","description":"Embed a YouTube or Google Drive video on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the video to"},"source":{"type":"string","required":true,"visibility":"user-or-llm","description":"YOUTUBE or DRIVE"},"videoId":{"type":"string","required":true,"visibility":"user-or-llm","description":"YouTube video ID or Drive file ID"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 225)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_delete_object":{"id":"google_slides_delete_object","name":"Delete Object from Google Slides","description":"Delete a page element (shape, image, table, etc.) or an entire slide from a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the element or slide to delete"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_delete_paragraph_bullets":{"id":"google_slides_delete_paragraph_bullets","name":"Delete Paragraph Bullets in Google Slides","description":"Remove bullets/numbering from paragraphs in a shape or table cell.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to clear bullets from: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_delete_table_column":{"id":"google_slides_delete_table_column","name":"Delete Table Column in Google Slides","description":"Delete the column containing the reference cell from a table.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"tableObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of any cell in the column"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index identifying the column to delete"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_delete_table_row":{"id":"google_slides_delete_table_row","name":"Delete Table Row in Google Slides","description":"Delete the row containing the reference cell from a table.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"tableObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index identifying the row to delete"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of any cell in the row"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_delete_text":{"id":"google_slides_delete_text","name":"Delete Text in Google Slides","description":"Delete text from a shape or table cell. Use range type ALL to clear all text, or FIXED_RANGE / FROM_START_INDEX to delete a specific span.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to delete: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_duplicate_object":{"id":"google_slides_duplicate_object","name":"Duplicate Object in Google Slides","description":"Duplicate an object (slide, shape, image, table, etc.) in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the element or slide to duplicate"},"objectIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON object mapping source object IDs (within the slide being duplicated) to new object IDs for the duplicates. Format: {\\"sourceId1\\":\\"newId1\\",\\"sourceId2\\":\\"newId2\\"}"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_export_presentation":{"id":"google_slides_export_presentation","name":"Export Google Slides Presentation","description":"Export a presentation to PDF, PPTX, ODP, TXT, PNG, JPEG, or SVG via the Drive export endpoint. Stores the exported file as an execution file when execution context is available.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"exportFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Format: PDF (default), PPTX, ODP, TXT, PNG, JPEG, or SVG"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_get_page":{"id":"google_slides_get_page","name":"Get Slide Page","description":"Get detailed information about a specific slide/page in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to retrieve"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_get_thumbnail":{"id":"google_slides_get_thumbnail","name":"Get Slide Thumbnail","description":"Generate a thumbnail image of a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to get a thumbnail for"},"thumbnailSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"The size of the thumbnail: SMALL (200px), MEDIUM (800px), or LARGE (1600px). Defaults to MEDIUM."},"mimeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"The MIME type of the thumbnail image: PNG. Defaults to PNG."}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_group_objects":{"id":"google_slides_group_objects","name":"Group Objects in Google Slides","description":"Group two or more page elements on the same slide into a single object group.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"childrenObjectIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated object IDs of the elements to group (must be on the same slide)"},"groupObjectId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional object ID to assign to the new group"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_insert_table_columns":{"id":"google_slides_insert_table_columns","name":"Insert Table Columns in Google Slides","description":"Insert one or more columns into a table, left or right of a reference cell.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"tableObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the reference cell"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the reference cell"},"number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns to insert (minimum 1)"},"insertRight":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Insert to the right of the reference column instead of left (default false)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_insert_table_rows":{"id":"google_slides_insert_table_rows","name":"Insert Table Rows in Google Slides","description":"Insert one or more rows into a table, above or below a reference cell.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"tableObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the reference cell"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the reference cell"},"number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows to insert (minimum 1)"},"insertBelow":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Insert below the reference row instead of above (default false)"}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_insert_text":{"id":"google_slides_insert_text","name":"Insert Text in Google Slides","description":"Insert text into a shape or table cell in a Google Slides presentation. Use this to add text to text boxes, shapes, or table cells.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the shape or table cell to insert text into. For table cells, use the cell object ID."},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text to insert"},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The zero-based index at which to insert the text. 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If omitted, computed from provided fields."}},"oauth":{"required":true,"provider":"google-drive"},"hostedApiKey":"none"},"google_slides_update_table_cell_properties":{"id":"google_slides_update_table_cell_properties","name":"Update Table Cell Properties in Google Slides","description":"Update background fill and content alignment for a range of table cells.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the top-left cell of the range"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the top-left cell of the range"},"rowSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the range (minimum 1)"},"columnSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the range (minimum 1)"},"backgroundColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cell background color as hex (e.g. #F1F3F4)"},"backgroundAlpha":{"type":"number","required":false,"visibility":"user-or-llm","description":"Background fill opacity between 0.0 and 1.0"},"contentAlignment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vertical alignment of cell content: TOP, MIDDLE, or BOTTOM"},"propertiesJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: raw TableCellProperties JSON merged with the simple fields above"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: explicit FieldMask. 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Optionally pass input parameters and control caching behavior.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to run"},"inputParams":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of input parameters for the project (e.g., {\\"date\\": \\"2024-01-01\\"})"},"dryRun":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, perform a dry run without executing the project"},"updateCache":{"type":"boolean","required":false,"visibility":"user-only","description":"(Deprecated) If true, update the cached results after execution"},"updatePublishedResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, update the published app results after execution"},"useCachedSqlResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, use cached SQL results instead of re-running queries"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional SavedView ID to use for the project run"},"notifications":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of notification details to deliver once the run completes (e.g., [{\\"type\\": \\"FAILURE\\", \\"slackChannelIds\\": [\\"C0123456789\\"], \\"userIds\\": [], \\"groupIds\\": [], \\"includeSuccessScreenshot\\": false}]). type is ALL, SUCCESS, or FAILURE."}},"hostedApiKey":"none"},"hex_update_collection":{"id":"hex_update_collection","name":"Hex Update Collection","description":"Update the name or description of an existing Hex collection.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the collection"}},"hostedApiKey":"none"},"hex_update_group":{"id":"hex_update_group","name":"Hex Update Group","description":"Rename a Hex group or add/remove members from it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the group"},"addUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add to the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"},"removeUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to remove from the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"}},"hostedApiKey":"none"},"hex_update_project":{"id":"hex_update_project","name":"Hex Update Project","description":"Update a Hex project status label (e.g., endorsement or custom workspace statuses).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to update"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"New project status name (custom workspace status label)"}},"hostedApiKey":"none"},"http_request":{"id":"http_request","name":"HTTP Request","description":"Make HTTP requests with comprehensive support for methods, headers, query parameters, path parameters, and form data. Features configurable timeout and status validation for robust API interactions.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to send the request to"},"method":{"type":"string","default":"GET","visibility":"user-or-llm","description":"HTTP method (GET, POST, PUT, PATCH, DELETE)"},"headers":{"type":"object","visibility":"user-or-llm","description":"HTTP headers to include"},"body":{"type":"object","visibility":"user-or-llm","description":"Request body (for POST, PUT, PATCH)"},"params":{"type":"object","visibility":"user-or-llm","description":"URL query parameters to append"},"pathParams":{"type":"object","visibility":"user-or-llm","description":"URL path parameters to replace (e.g., :id in /users/:id)"},"formData":{"type":"object","visibility":"user-or-llm","description":"Form data to send (will set appropriate Content-Type)"},"proxyUrl":{"type":"string","visibility":"user-only","description":"Route the request through an http:// proxy (e.g. http://user:pass@host:port)."},"timeout":{"type":"number","visibility":"user-only","description":"Request timeout in milliseconds (default: 300000 = 5 minutes)"},"retries":{"type":"number","visibility":"hidden","description":"Number of retry attempts for retryable failures (timeouts, 429, 5xx). Default: 0 (no retries)."},"retryDelayMs":{"type":"number","visibility":"hidden","description":"Initial retry delay in milliseconds (default: 500)"},"retryMaxDelayMs":{"type":"number","visibility":"hidden","description":"Maximum delay between retries in milliseconds (default: 30000)"},"retryNonIdempotent":{"type":"boolean","visibility":"hidden","description":"Allow retries for non-idempotent methods like POST/PATCH (may create duplicate requests)."},"redirectPolicyVersion":{"type":"string","visibility":"hidden","description":"Persisted redirect-policy compatibility version."},"sendCredentialsOnCrossOriginRedirect":{"type":"boolean","visibility":"user-only","description":"Send credential-bearing headers when a redirect targets a different origin. Enabled by default for compatibility."}},"hostedApiKey":"none"},"hubspot_add_list_memberships":{"id":"hubspot_add_list_memberships","name":"Add List Members in HubSpot","description":"Add records to a manual (static) HubSpot list by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to add records to (MANUAL or SNAPSHOT lists only)"},"recordIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Record IDs to add to the list, as a JSON array (e.g., [\\"123\\",\\"456\\"]) or comma-separated string"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_appointment":{"id":"hubspot_create_appointment","name":"Create Appointment in HubSpot","description":"Create a new appointment in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Appointment properties as JSON object. Must include hs_appointment_start (e.g., {\\"hs_appointment_name\\": \\"Discovery Call\\", \\"hs_appointment_start\\": \\"2024-01-15T10:00:00Z\\", \\"hs_appointment_end\\": \\"2024-01-15T11:00:00Z\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the appointment as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_association":{"id":"hubspot_create_association","name":"Create Association in HubSpot","description":"Associate two HubSpot records. Creates the default (unlabeled) association unless an association type ID is provided","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to associate to (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the target record"},"associationCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Association category for a labeled association (HUBSPOT_DEFINED, USER_DEFINED, INTEGRATOR_DEFINED). Defaults to HUBSPOT_DEFINED when an association type ID is provided"},"associationTypeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific association type ID for a labeled association. Omit to create the default association for the object pair"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_company":{"id":"hubspot_create_company","name":"Create Company in HubSpot","description":"Create a new company in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Company properties as JSON object (e.g., {\\"name\\": \\"Acme Inc\\", \\"domain\\": \\"acme.com\\", \\"industry\\": \\"Technology\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the company as JSON (each with \\"to.id\\" and \\"types\\" containing \\"associationCategory\\" and \\"associationTypeId\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_contact":{"id":"hubspot_create_contact","name":"Create Contact in HubSpot","description":"Create a new contact in HubSpot. Requires at least one of: email, firstname, or lastname","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Contact properties as JSON object. Must include at least one of: email, firstname, or lastname (e.g., {\\"email\\": \\"john@example.com\\", \\"firstname\\": \\"John\\", \\"lastname\\": \\"Doe\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the contact as JSON. Each object should have \\"to.id\\" (company/deal ID) and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_deal":{"id":"hubspot_create_deal","name":"Create Deal in HubSpot","description":"Create a new deal in HubSpot with the given properties (e.g., dealname, amount, dealstage)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Deal properties as JSON object. Should include dealname and dealstage, plus pipeline when the account has multiple pipelines (e.g., {\\"dealname\\": \\"New Deal\\", \\"amount\\": \\"5000\\", \\"dealstage\\": \\"appointmentscheduled\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the deal as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_email":{"id":"hubspot_create_email","name":"Create Email in HubSpot","description":"Log an email engagement in HubSpot and optionally associate it with contacts. Requires the hs_timestamp property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Email properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601). Common fields: \\"hs_email_direction\\" (EMAIL, INCOMING_EMAIL, FORWARDED_EMAIL), \\"hs_email_status\\" (SENT, SENDING, SCHEDULED, FAILED, BOUNCED), \\"hs_email_subject\\", \\"hs_email_text\\", \\"hs_email_html\\", \\"hs_email_headers\\" (JSON string)"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (198 = email→contact)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_line_item":{"id":"hubspot_create_line_item","name":"Create Line Item in HubSpot","description":"Create a new line item in HubSpot. Requires at least a name property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Line item properties as JSON object (e.g., {\\"name\\": \\"Product A\\", \\"quantity\\": \\"2\\", \\"price\\": \\"50.00\\", \\"hs_sku\\": \\"SKU-001\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the line item as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_list":{"id":"hubspot_create_list","name":"Create List in HubSpot","description":"Create a new list in HubSpot. Specify the object type and processing type (MANUAL or DYNAMIC)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the list"},"objectTypeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type ID (e.g., \\"0-1\\" for contacts, \\"0-2\\" for companies)"},"processingType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Processing type: \\"MANUAL\\" for static lists or \\"DYNAMIC\\" for active lists"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_note":{"id":"hubspot_create_note","name":"Create Note in HubSpot","description":"Log a note in HubSpot and optionally associate it with contacts, companies, or deals. Requires hs_timestamp and hs_note_body properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Note properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601 activity time) and \\"hs_note_body\\" (the note text). e.g., {\\"hs_timestamp\\": \\"2026-06-13T00:00:00Z\\", \\"hs_note_body\\": \\"Followed up via phone\\"}"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"},"hostedApiKey":"none"},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. 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This endpoint replaces the title, so always send it."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Status of the follow-up: \\"outstanding\\", \\"completed\\", or \\"not_doing\\". Deleting is not supported here."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the follow-up. Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this follow-up to"},"assignee_team_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the team to assign this follow-up to"},"follow_up_category_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the category for this follow-up"},"follow_up_priority_option_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the priority for this follow-up"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of labels (e.g., \\"bug,urgent\\")"}},"hostedApiKey":"none"},"incidentio_incident_alerts_list":{"id":"incidentio_incident_alerts_list","name":"List Incident Alerts","description":"List the connections between incidents and alerts in incident.io — which alerts triggered an incident, or which incident an alert was attached to","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts attached to this incident (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"},"alert_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return connections for this alert (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_create":{"id":"incidentio_incident_memberships_create","name":"Grant Incident Membership","description":"Make a user a member of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to grant access to (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_memberships_revoke":{"id":"incidentio_incident_memberships_revoke","name":"Revoke Incident Membership","description":"Revoke a user\'s membership of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to revoke access from (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_participants_list":{"id":"incidentio_incident_participants_list","name":"List Incident Participants","description":"List the participants of an incident in incident.io, split into those actively helping and those just observing","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident to find participants of (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_create":{"id":"incidentio_incident_roles_create","name":"Create Incident Role","description":"Create a new incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_roles_delete":{"id":"incidentio_incident_roles_delete","name":"Delete Incident Role","description":"Delete an incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_list":{"id":"incidentio_incident_roles_list","name":"List Incident Roles","description":"List all incident roles in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_roles_show":{"id":"incidentio_incident_roles_show","name":"Show Incident Role","description":"Get details of a specific incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_roles_update":{"id":"incidentio_incident_roles_update","name":"Update Incident Role","description":"Update an existing incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}},"hostedApiKey":"none"},"incidentio_incident_statuses_list":{"id":"incidentio_incident_statuses_list","name":"Incident.io Incident Statuses List","description":"List all incident statuses configured in your Incident.io workspace. Returns status details including id, name, description, and category.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_list":{"id":"incidentio_incident_timestamps_list","name":"List Incident Timestamps","description":"List all incident timestamp definitions in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_timestamps_show":{"id":"incidentio_incident_timestamps_show","name":"Show Incident Timestamp","description":"Get details of a specific incident timestamp definition in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident timestamp (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incident_types_list":{"id":"incidentio_incident_types_list","name":"Incident.io Incident Types List","description":"List all incident types configured in your Incident.io workspace. Returns type details including id, name, description, and default flag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_incident_updates_list":{"id":"incidentio_incident_updates_list","name":"List Incident Updates","description":"List all updates for a specific incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the incident to get updates for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). If not provided, returns all updates"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_create":{"id":"incidentio_incidents_create","name":"incident.io Incidents Create","description":"Create a new incident in incident.io. Requires idempotency_key, severity_id, and visibility. Optionally accepts name, summary, type, and status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"idempotency_key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier to prevent duplicate incident creation. Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}},"hostedApiKey":"none"},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}},"hostedApiKey":"none"},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}},"hostedApiKey":"none"},"incidentio_on_call_now":{"id":"incidentio_on_call_now","name":"Get Who Is On Call","description":"Get who is currently on call in incident.io, as one row per ongoing shift across every schedule (or a single schedule). Also returns the shifts that take over at the next changeover.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Limit the result to a single schedule by ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). Leave empty to return who is on call across every schedule."},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules to scan per page when no schedule ID is given (e.g., 10, 25). Defaults to 25; upcoming shifts are only returned at 25 or lower."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of schedules (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}},"hostedApiKey":"none"},"incidentio_schedule_overrides_list":{"id":"incidentio_schedule_overrides_list","name":"List Schedule Overrides","description":"List the one-off overrides layered on top of a schedule in incident.io, such as someone covering a colleague’s shift","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get overrides for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"rotation_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this rotation"},"layer_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this layer"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}},"hostedApiKey":"none"},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}},"hostedApiKey":"none"},"incidentio_teams_list":{"id":"incidentio_teams_list","name":"List Teams","description":"List all teams in the incident.io organisation, along with their members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}},"hostedApiKey":"none"},"incidentio_teams_show":{"id":"incidentio_teams_show","name":"Show Team","description":"Get a single team by ID from incident.io, along with its members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to fetch (e.g., \\"01JPQA75EPNEES4479P16P4XAB\\")"}},"hostedApiKey":"none"},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). 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Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to retrieve"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"version":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific version of the secret to retrieve"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include the secret value in the response (default: true)"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"}},"hostedApiKey":"none"},"infisical_list_secrets":{"id":"infisical_list_secrets","name":"Infisical List Secrets","description":"List all secrets in a project environment. Returns secret keys, values, comments, tags, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project to list secrets from"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secrets (default: \\"/\\")"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to fetch secrets recursively from subdirectories"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include secret values in the response (default: true)"},"includeImports":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include imported secrets (default: true)"},"tagSlugs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag slugs to filter secrets by"}},"hostedApiKey":"none"},"infisical_update_secret":{"id":"infisical_update_secret","name":"Infisical Update Secret","description":"Update an existing secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to update"},"secretValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new value for the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"newSecretName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the secret (to rename it)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to set on the secret"}},"hostedApiKey":"none"},"instagram_delete_comment":{"id":"instagram_delete_comment","name":"Instagram Delete Comment","description":"Delete a comment on Instagram media","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment id to delete"}},"oauth":{"required":true,"provider":"instagram"},"hostedApiKey":"none"},"instagram_download_media":{"id":"instagram_download_media","name":"Instagram Download Media","description":"Download Instagram media into canonical User Files for downstream file inputs (100 MB max per 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this_week or this_month"}},"oauth":{"required":true,"provider":"instagram"},"hostedApiKey":"none"},"instagram_get_container_status":{"id":"instagram_get_container_status","name":"Instagram Get Container Status","description":"Check the publishing status of a media container","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"containerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Media container id returned from a create/publish step"}},"oauth":{"required":true,"provider":"instagram"},"hostedApiKey":"none"},"instagram_get_conversation_messages":{"id":"instagram_get_conversation_messages","name":"Instagram Get Conversation Messages","description":"List cursor-paginated message references; full details are available only for the 20 most recent 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Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}},"hostedApiKey":"none"},"intercom_create_company_v2":{"id":"intercom_create_company_v2","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}},"hostedApiKey":"none"},"intercom_create_contact":{"id":"intercom_create_contact","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}},"hostedApiKey":"none"},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}},"hostedApiKey":"none"},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}},"hostedApiKey":"none"},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}},"hostedApiKey":"none"},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}},"hostedApiKey":"none"},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}},"hostedApiKey":"none"},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}},"hostedApiKey":"none"},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}},"hostedApiKey":"none"},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}},"hostedApiKey":"none"},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}},"hostedApiKey":"none"},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}},"hostedApiKey":"none"},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}},"hostedApiKey":"none"},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}},"hostedApiKey":"none"},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}},"hostedApiKey":"none"},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}},"hostedApiKey":"none"},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. 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If a document with the given ID or filename already exists, it will be replaced with the new content.","version":"1.0.0","params":{"knowledgeBaseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the knowledge base containing the document"},"documentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional ID of an existing document to update. If not provided, lookup is done by filename."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the document"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content of the document"},"documentTags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Document tags"}},"hostedApiKey":"none"},"lambda_add_permission":{"id":"lambda_add_permission","name":"Lambda Add Permission","description":"Grant an AWS service, account, or organization permission to use a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the policy statement (letters, numbers, hyphens, and underscores)"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action the principal is granted, such as lambda:InvokeFunction"},"principal":{"type":"string","required":true,"visibility":"user-or-llm","description":"AWS service principal or account ID granted the permission, such as s3.amazonaws.com"},"sourceArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the AWS resource allowed to invoke the function"},"sourceAccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the AWS account that owns the source resource"},"principalOrgId":{"type":"string","required":false,"visibility":"user-or-llm","description":"AWS Organizations ID to grant permission to every account in the organization"},"eventSourceToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token that must be supplied by the invoker (Alexa Smart Home functions only)"},"functionUrlAuthType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Auth type of the function URL this permission applies to"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"},"revisionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update the resource only if its current revision ID matches this value"}},"hostedApiKey":"none"},"lambda_create_alias":{"id":"lambda_create_alias","name":"Lambda Create Alias","description":"Create an alias that points to a published function version","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias, such as prod or staging"},"aliasFunctionVersion":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function version the alias points to"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the alias"},"additionalVersionWeights":{"type":"json","required":false,"visibility":"user-or-llm","description":"Weighted routing as a JSON object mapping a second version to the fraction of traffic it receives, e.g. {\\"2\\": 0.1}"}},"hostedApiKey":"none"},"lambda_create_event_source_mapping":{"id":"lambda_create_event_source_mapping","name":"Lambda Create Event Source Mapping","description":"Map an event source such as SQS, Kinesis, DynamoDB Streams, or Kafka to a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"eventSourceArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the event source. Omit only for self-managed Kafka"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the mapping is active"},"batchSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum records sent to the function in a single batch"},"maximumBatchingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds to gather records before invoking the function (0-300)"},"startingPosition":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position in the stream to start reading from. Required for Kinesis, DynamoDB Streams, and Kafka"},"startingPositionTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to start reading from, when startingPosition is AT_TIMESTAMP"},"parallelizationFactor":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of concurrent batches to process from each shard (1-10)"},"maximumRecordAgeInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Discard records older than this. Use -1 for infinite"},"maximumRetryAttempts":{"type":"number","required":false,"visibility":"user-or-llm","description":"Retries before a record is discarded. Use -1 for infinite"},"bisectBatchOnFunctionError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Split a failing batch in two and retry each half"},"tumblingWindowInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of a processing window for stream aggregation (0-900)"},"maximumConcurrency":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum concurrent function invocations from an SQS event source (2-1000)"},"topics":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Kafka topic names to consume"},"queues":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Amazon MQ broker destination queue names"},"functionResponseTypes":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Set to ReportBatchItemFailures to enable partial batch reporting Pass [] to remove all of them on an update."},"filterPatterns":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Event filter patterns, each a JSON string, that decide which records reach the function. Pass [] to remove all filters on an update."},"onSuccessDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives successfully processed records"},"onFailureDestination":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the destination that receives discarded records"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt filter criteria"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the event source mapping, as a flat key/value JSON object"},"sourceAccessConfigurations":{"type":"json","required":false,"visibility":"user-or-llm","description":"Authentication for an Amazon MQ or self-managed Kafka source, as a JSON array of objects with \\"type\\" (e.g. BASIC_AUTH, SASL_SCRAM_512_AUTH, VPC_SUBNET) and \\"uri\\" (the Secrets Manager or VPC resource ARN). Pass [] to remove all of them on an update."},"documentDbDatabaseName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB database to consume the change stream from"},"documentDbCollectionName":{"type":"string","required":false,"visibility":"user-or-llm","description":"DocumentDB collection to consume. Omit to consume the whole database"},"documentDbFullDocument":{"type":"string","required":false,"visibility":"user-or-llm","description":"UpdateLookup sends the full document on update, Default sends only the change delta"},"amazonManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on an Amazon MSK cluster"},"selfManagedKafkaConsumerGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Consumer group ID to join on a self-managed Kafka cluster"},"selfManagedKafkaBootstrapServers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Bootstrap servers of a self-managed Kafka cluster (host:port). Required instead of eventSourceArn for self-managed Kafka"}},"hostedApiKey":"none"},"lambda_create_function":{"id":"lambda_create_function","name":"Lambda Create Function","description":"Create a Lambda function from a deployment package in Amazon S3 or a container image","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the function\'s execution role"},"runtime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Runtime identifier such as nodejs22.x or python3.13. Required for .zip packages, omit for container images"},"handler":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entry point in your code, such as index.handler. Required for .zip packages"},"packageType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zip for a .zip file archive (default) or Image for a container image"},"s3Bucket":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 bucket holding the deployment package, in the same region as the function"},"s3Key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon S3 key of the .zip package"},"s3ObjectVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version of the Amazon S3 object to use"},"imageUri":{"type":"string","required":false,"visibility":"user-or-llm","description":"Amazon ECR URI of the container image to deploy"},"sourceKmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key that encrypts the function\'s .zip deployment package"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the function"},"functionTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds Lambda allows the function to run before stopping it (1-900). Named functionTimeout because the shared tool executor reserves `timeout` for its own request deadline"},"memorySize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory available to the function at runtime in MB (128-32768)"},"ephemeralStorageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Size of the /tmp directory in MB (512-10240)"},"publish":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Publish the first version of the function atomically with creation"},"environment":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables as a flat key/value JSON object"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the function, as a flat key/value JSON object"},"architectures":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Instruction set architecture: exactly one of x86_64 or arm64"},"layers":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"ARNs of layer versions to add to the function execution environment Pass [] to remove all of them on an update."},"vpcSubnetIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC subnet IDs the function should attach to Pass [] to remove all of them on an update."},"vpcSecurityGroupIds":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"VPC security group IDs the function should use Pass [] to remove all of them on an update."},"tracingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"X-Ray tracing mode: Active samples and traces requests, PassThrough only traces sampled requests"},"deadLetterTargetArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of an SQS queue or SNS topic that receives failed asynchronous invocations"},"kmsKeyArn":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the KMS customer managed key used to encrypt environment variables and snapshots"},"snapStartApplyOn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to PublishedVersions to snapshot the initialized environment when a version is published"},"logFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Format the function sends CloudWatch logs in"},"logGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"CloudWatch log group the function sends logs to"}},"hostedApiKey":"none"},"lambda_create_function_url_config":{"id":"lambda_create_function_url_config","name":"Lambda Create Function URL","description":"Create a dedicated HTTPS endpoint for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"authType":{"type":"string","required":true,"visibility":"user-or-llm","description":"AWS_IAM requires signed requests, NONE allows public unauthenticated access"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"},"invokeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"BUFFERED returns the whole response at once, RESPONSE_STREAM streams it"},"corsAllowCredentials":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the function URL sends the Access-Control-Allow-Credentials header"},"corsAllowOrigins":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Origins allowed to call the function URL, or * for any"},"corsAllowMethods":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"HTTP methods allowed when calling the function URL, or * for any"},"corsAllowHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Headers browsers may send in a cross-origin request"},"corsExposeHeaders":{"type":"array","required":false,"visibility":"user-or-llm","items":{"type":"string"},"description":"Response headers browsers may access from the response"},"corsMaxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds a browser may cache the CORS preflight result (0-86400)"}},"hostedApiKey":"none"},"lambda_delete_alias":{"id":"lambda_delete_alias","name":"Lambda Delete Alias","description":"Delete a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_delete_event_source_mapping":{"id":"lambda_delete_event_source_mapping","name":"Lambda Delete Event Source Mapping","description":"Delete an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_delete_function":{"id":"lambda_delete_function","name":"Lambda Delete Function","description":"Delete a Lambda function, or a single published version of it","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number to delete. Omit to delete the whole function including all versions and aliases"}},"hostedApiKey":"none"},"lambda_delete_function_concurrency":{"id":"lambda_delete_function_concurrency","name":"Lambda Delete Function Concurrency","description":"Remove the reserved concurrency configuration from a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_delete_function_event_invoke_config":{"id":"lambda_delete_function_event_invoke_config","name":"Lambda Delete Async Invoke Config","description":"Remove the asynchronous invocation configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_function_url_config":{"id":"lambda_delete_function_url_config","name":"Lambda Delete Function URL","description":"Delete the URL configuration of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_delete_provisioned_concurrency_config":{"id":"lambda_delete_provisioned_concurrency_config","name":"Lambda Delete Provisioned Concurrency","description":"Remove the provisioned concurrency configuration from a function version or alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version number or alias name the configuration applies to"}},"hostedApiKey":"none"},"lambda_get_account_settings":{"id":"lambda_get_account_settings","name":"Lambda Get Account Settings","description":"Get the Lambda limits and usage of the current AWS account and region","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"}},"hostedApiKey":"none"},"lambda_get_alias":{"id":"lambda_get_alias","name":"Lambda Get Alias","description":"Get details about a Lambda function alias","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"aliasName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alias"}},"hostedApiKey":"none"},"lambda_get_event_source_mapping":{"id":"lambda_get_event_source_mapping","name":"Lambda Get Event Source Mapping","description":"Get details about an event source mapping","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the event source mapping"}},"hostedApiKey":"none"},"lambda_get_function":{"id":"lambda_get_function","name":"Lambda Get Function","description":"Get a function\'s configuration, code location, tags, and reserved concurrency","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_concurrency":{"id":"lambda_get_function_concurrency","name":"Lambda Get Function Concurrency","description":"Get the reserved concurrency configured for a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_configuration":{"id":"lambda_get_function_configuration","name":"Lambda Get Function Configuration","description":"Get a function\'s version-specific configuration","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_event_invoke_config":{"id":"lambda_get_function_event_invoke_config","name":"Lambda Get Async Invoke Config","description":"Get the asynchronous invocation retry and destination settings of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. Omit to target the function itself"}},"hostedApiKey":"none"},"lambda_get_function_recursion_config":{"id":"lambda_get_function_recursion_config","name":"Lambda Get Recursion Config","description":"Get the recursive loop detection setting of a function","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"}},"hostedApiKey":"none"},"lambda_get_function_url_config":{"id":"lambda_get_function_url_config","name":"Lambda Get Function URL","description":"Get details about a function URL","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name, ARN, or partial ARN (e.g. my-function, or arn:aws:lambda:us-east-1:123456789012:function:my-function)"},"qualifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Version number or alias name to act on. 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HTML is supported"},"reportedByEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user reporting the problem"},"technicianEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the technician to assign"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority name, e.g. High"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status name, e.g. Open"},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency name"},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact name"},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category name"},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory name"},"group":{"type":"string","required":false,"visibility":"user-or-llm","description":"Support group name"},"site":{"type":"string","required":false,"visibility":"user-or-llm","description":"Site name"},"udfFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Portal-defined custom fields, e.g. {\\"udf_char1\\":\\"value\\"}"}},"oauth":{"required":true,"provider":"manageengine-sdp"},"hostedApiKey":"none"},"manageengine_sdp_update_request":{"id":"manageengine_sdp_update_request","name":"ManageEngine SDP Update Request","description":"Update a ManageEngine ServiceDesk Plus Cloud request: change its status, priority, assignment, classification or description.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"ManageEngine ServiceDesk Plus Cloud OAuth access token"},"dataCenter":{"type":"string","required":false,"visibility":"user-only","description":"Zoho data center hosting the portal (US, EU, IN, AU, JP, CA, SA, UK, CN, AE). 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HTML is supported"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority name to set, e.g. High"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status name to set, e.g. Resolved"},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category name to set"},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory name to set"},"group":{"type":"string","required":false,"visibility":"user-or-llm","description":"Support group name to set"},"technicianEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the technician to assign"},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency name to set"},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact name to set"},"udfFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Portal-defined custom fields to set, e.g. {\\"udf_char1\\":\\"value\\"}"}},"oauth":{"required":true,"provider":"manageengine-sdp"},"hostedApiKey":"none"},"manageengine_sdp_update_solution":{"id":"manageengine_sdp_update_solution","name":"ManageEngine SDP Update Solution","description":"Update a ManageEngine ServiceDesk Plus Cloud knowledge base solution: revise its body, retitle it, or move it to another topic.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"ManageEngine ServiceDesk Plus Cloud OAuth access token"},"dataCenter":{"type":"string","required":false,"visibility":"user-only","description":"Zoho data center hosting the portal (US, EU, IN, AU, JP, CA, SA, UK, CN, AE). 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If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}},"hostedApiKey":"none"},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}},"hostedApiKey":"none"},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{},"hostedApiKey":"none"},"microsoft_ad_add_directory_role_member":{"id":"microsoft_ad_add_directory_role_member","name":"Add Microsoft Entra ID Directory Role Member","description":"Grant a user an administrator role in Microsoft Entra ID. This is a privileged change that expands what the user can do across the tenant.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to grant the role to"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_add_user_app_role_assignment":{"id":"microsoft_ad_add_user_app_role_assignment","name":"Grant Microsoft Entra ID App Role To User","description":"Grant a user an application role on a service principal, giving them access to that application","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID or user principal name of the user to grant the app role to. A user principal name is resolved to its object ID before the grant."},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the resource service principal that defines the app role. Use List Service Principals to find it."},"appRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the app role to grant. Use the all-zero GUID 00000000-0000-0000-0000-000000000000 to assign access without a specific role."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_assign_license":{"id":"microsoft_ad_assign_license","name":"Assign Microsoft Entra ID License","description":"Add or remove subscription licenses (SKUs) on a user in Microsoft Entra ID. 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Leave empty to only add licenses."},"disabledPlanIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service plan IDs (GUIDs) to disable on every license being assigned"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_conditional_access_policy":{"id":"microsoft_ad_get_conditional_access_policy","name":"Get Microsoft Entra ID Conditional Access Policy","description":"Get a single conditional access policy by ID, including the conditions it matches and the controls it enforces. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"policyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conditional access policy ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_device":{"id":"microsoft_ad_get_device","name":"Get Microsoft Entra ID Device","description":"Get a registered device by its object ID from Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"deviceObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device object ID (the \\"id\\" field), not the \\"deviceId\\" registration identifier"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_authentication_methods":{"id":"microsoft_ad_list_authentication_methods","name":"List Microsoft Entra ID Authentication Methods","description":"List the authentication methods a user has registered, such as passwords, phone numbers, FIDO2 keys, and authenticator apps","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_conditional_access_policies":{"id":"microsoft_ad_list_conditional_access_policies","name":"List Microsoft Entra ID Conditional Access Policies","description":"List the conditional access policies configured in the tenant, including their state and the conditions and controls they enforce. Read-only.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of policies to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"state eq \'enabled\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_devices":{"id":"microsoft_ad_list_devices","name":"List Microsoft Entra ID Devices","description":"List the devices registered in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"accountEnabled eq false\\" or \\"operatingSystem eq \'Windows\'\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the device display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_audits":{"id":"microsoft_ad_list_directory_audits","name":"List Microsoft Entra ID Directory Audits","description":"List directory audit records showing who changed what in Microsoft Entra ID, such as user creation, group membership changes, and role assignments","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of audit records to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include activityDateTime, activityDisplayName, correlationId, loggedByService, initiatedBy and targetResources. Example: \\"activityDateTime ge 2024-01-01T00:00:00Z\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_role_members":{"id":"microsoft_ad_list_directory_role_members","name":"List Microsoft Entra ID Directory Role Members","description":"List the principals holding an administrator role. Returns up to 1000 members; this endpoint does not support paging.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_directory_roles":{"id":"microsoft_ad_list_directory_roles","name":"List Microsoft Entra ID Directory Roles","description":"List the administrator roles that are activated in the tenant, such as Global Administrator and User Administrator. Roles that have never been activated are not returned.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principal_app_role_assignments":{"id":"microsoft_ad_list_service_principal_app_role_assignments","name":"List Microsoft Entra ID Application Assignments","description":"List every user, group, and service principal assigned to an application, by reading the app role assignments on its service principal. Recently granted or removed assignments can take time to appear.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"servicePrincipalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID of the service principal. Use List Service Principals to find it. Not needed when Next Page is provided to fetch a later page."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression supporting eq and startswith. Example: \\"principalType eq \'User\'\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_service_principals":{"id":"microsoft_ad_list_service_principals","name":"List Microsoft Entra ID Service Principals","description":"List the enterprise applications and service principals in the tenant, including the app roles each one exposes","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of service principals to return (default and maximum page size is 100)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Example: \\"servicePrincipalType eq \'Application\'\\" or \\"startsWith(displayName, \'Salesforce\')\\"."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string matched against the service principal display name"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_sign_ins":{"id":"microsoft_ad_list_sign_ins","name":"List Microsoft Entra ID Sign-Ins","description":"List sign-in events from the Microsoft Entra ID sign-in logs, newest first. Requires a Microsoft Entra ID P1 or P2 license. Apply a date filter to keep large queries from timing out.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sign-ins to return (default and maximum page size is 1000)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include userPrincipalName, userId, appId, appDisplayName, ipAddress, createdDateTime, conditionalAccessStatus, riskState and status/errorCode. Example: \\"createdDateTime ge 2024-01-01T00:00:00Z and status/errorCode ne 0\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_subscribed_skus":{"id":"microsoft_ad_list_subscribed_skus","name":"List Microsoft Entra ID Subscribed SKUs","description":"List the subscription SKUs the tenant owns, including how many license units are prepaid and how many are consumed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_app_role_assignments":{"id":"microsoft_ad_list_user_app_role_assignments","name":"List Microsoft Entra ID User App Role Assignments","description":"List the application role assignments granted to a user, including assignments the user inherits from groups they are a direct member of","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assignments to return"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression. Filterable fields include id, resourceId and principalDisplayName. Example: \\"resourceId eq 8e881353-1735-45af-af21-ee1344582a4d\\"."},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_devices":{"id":"microsoft_ad_list_user_devices","name":"List Microsoft Entra ID User Devices","description":"List the devices a user has registered or owns. Devices the caller cannot read are returned with only their ID and the remaining fields null.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID or user principal name. Not needed when Next Page is provided to fetch a later page."},"deviceRelationship":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which devices to list: \\"registered\\" for devices the user registered, or \\"owned\\" for devices the user owns. Defaults to \\"registered\\"."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of devices to return"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_user_licenses":{"id":"microsoft_ad_list_user_licenses","name":"List Microsoft Entra ID User Licenses","description":"List the subscription licenses assigned to a user in Microsoft Entra ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \'nextLink\' output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_directory_role_member":{"id":"microsoft_ad_remove_directory_role_member","name":"Remove Microsoft Entra ID Directory Role Member","description":"Revoke an administrator role from a user in Microsoft Entra ID. Removes only the role membership; the user account itself is not deleted.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"directoryRoleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the directory role. Use List Directory Roles to find it."},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the user to remove the role from"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_remove_user_app_role_assignment":{"id":"microsoft_ad_remove_user_app_role_assignment","name":"Revoke Microsoft Entra ID App Role From User","description":"Revoke an application role assignment from a user, removing their access to that application. Takes the assignment\'s own ID, not the app role ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name the assignment belongs to"},"appRoleAssignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the app role assignment to remove, taken from the \\"id\\" field of List User App Role Assignments"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_reset_password":{"id":"microsoft_ad_reset_password","name":"Reset Microsoft Entra ID User Password","description":"Reset another user\'s password through their password authentication method. Leave the new password empty to have Microsoft generate one and return it. The user is prompted to change the password at their next sign-in. Cannot be run against your own account.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name whose password should be reset"},"newPassword":{"type":"string","required":false,"visibility":"user-only","description":"The new password. Required for tenants with hybrid password scenarios. Leave empty for a cloud-only password to have Microsoft generate and return one."}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_revoke_sign_in_sessions":{"id":"microsoft_ad_revoke_sign_in_sessions","name":"Revoke Microsoft Entra ID Sign-In Sessions","description":"Invalidate every refresh token and session cookie issued to a user, forcing them to sign in again on all applications and devices. Revocation can take a few minutes to take effect and does not apply to external users.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name whose sessions should be revoked"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_set_password":{"id":"microsoft_ad_set_password","name":"Set Microsoft Entra ID User Password","description":"Set a specific password on a user by updating their password profile. Cannot be used for federated users. Requires an administrator role in Microsoft Entra ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name whose password should be set"},"password":{"type":"string","required":true,"visibility":"user-only","description":"The new password. Must satisfy the tenant password policy."},"forceChangePasswordNextSignIn":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the user must change this password at their next sign-in. Defaults to true."},"forceChangePasswordNextSignInWithMfa":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the user must complete multifactor authentication before being forced to change the password"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_update_group":{"id":"microsoft_ad_update_group","name":"Update Azure AD Group","description":"Update group properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailNickname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mail alias"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\""}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_ad_update_user":{"id":"microsoft_ad_update_user","name":"Update Azure AD User","description":"Update user properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"accountEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is enabled"}},"oauth":{"required":true,"provider":"microsoft-ad"},"hostedApiKey":"none"},"microsoft_dataverse_associate":{"id":"microsoft_dataverse_associate","name":"Associate Microsoft Dataverse Records","description":"Associate two records in Microsoft Dataverse via a navigation property. Creates a relationship between a source record and a target record. Supports both collection-valued (POST) and single-valued (PUT) navigation properties.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetEntitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target entity set name (e.g., contacts)"},"targetRecordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target record GUID to associate"},"navigationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of navigation property: \\"collection\\" (default, uses POST) or \\"single\\" (uses PUT for lookup fields)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_create_multiple":{"id":"microsoft_dataverse_create_multiple","name":"Create Multiple Microsoft Dataverse Records","description":"Create multiple records of the same table type in a single request. Each record in the Targets array must include an @odata.type annotation. Recommended batch size: 100-1000 records for standard tables.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to create. Each record should contain column logical names as keys. The @odata.type annotation is added automatically."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_create_record":{"id":"microsoft_dataverse_create_record","name":"Create Microsoft Dataverse Record","description":"Create a new record in a Microsoft Dataverse table. Requires the entity set name (plural table name) and record data as a JSON object.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_delete_record":{"id":"microsoft_dataverse_delete_record","name":"Delete Microsoft Dataverse Record","description":"Delete a record from a Microsoft Dataverse table by its ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to delete"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_disassociate":{"id":"microsoft_dataverse_disassociate","name":"Disassociate Microsoft Dataverse Records","description":"Remove an association between two records in Microsoft Dataverse. For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. Stores the file in execution storage and returns a file reference, plus the base64 content and metadata directly.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record GUID to download the file from"},"fileColumn":{"type":"string","required":true,"visibility":"user-or-llm","description":"File or image column logical name (e.g., entityimage, cr_document)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_execute_action":{"id":"microsoft_dataverse_execute_action","name":"Execute Microsoft Dataverse Action","description":"Execute a bound or unbound Dataverse action. Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. Supports $select and $expand OData query options.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to retrieve"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_list_records":{"id":"microsoft_dataverse_list_records","name":"List Microsoft Dataverse Records","description":"Query and list records from a Microsoft Dataverse table. Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"},"hostedApiKey":"none"},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. 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If omitted, reads the used range of the first sheet."}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_read_v2":{"id":"microsoft_excel_read_v2","name":"Read from Microsoft Excel V2","description":"Read data from a specific sheet in a Microsoft Excel spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to read from (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from (e.g., \\"Sheet1\\", \\"Sales Data\\")"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g., \\"A1:D10\\"). If not specified, reads the entire used range."}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_sort_range":{"id":"microsoft_excel_sort_range","name":"Sort Microsoft Excel Range","description":"Sort a range or table by a column in a Microsoft Excel worksheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"tableName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the table to sort. When provided, the table is sorted and range/sheetName are ignored."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). Used for range sorts when the range does not include a sheet name."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to sort (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\"). Required when no table name is provided."},"sortColumn":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based column index within the range or table to sort on (0 = first column)."},"sortAscending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to sort in ascending order. Defaults to true."},"hasHeaders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the range has a header row that should be excluded from sorting. Only applies to range sorts. Defaults to false."},"matchCase":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether casing affects string ordering. Defaults to false."}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_table_add":{"id":"microsoft_excel_table_add","name":"Add to Microsoft Excel Table","description":"Add new rows to a Microsoft Excel table","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook containing the table (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the table to add rows to (e.g., \\"Table1\\", \\"SalesTable\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to add as a 2D array (e.g., [[\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_worksheet_add":{"id":"microsoft_excel_worksheet_add","name":"Add Worksheet to Microsoft Excel","description":"Create a new worksheet (sheet) in a Microsoft Excel workbook","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Excel workbook to add the worksheet to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"worksheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the new worksheet (e.g., \\"Sales Q1\\", \\"Data\\"). Must be unique within the workbook and cannot exceed 31 characters"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_write":{"id":"microsoft_excel_write","name":"Write to Microsoft Excel","description":"Write data to a Microsoft Excel spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to write to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The range of cells to write to (e.g., \\"Sheet1!A1:B2\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g., [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects"},"valueInputOption":{"type":"string","required":false,"visibility":"user-only","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_excel_write_v2":{"id":"microsoft_excel_write_v2","name":"Write to Microsoft Excel V2","description":"Write data to a specific sheet in a Microsoft Excel spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to write to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to (e.g., \\"Sheet1\\", \\"Sales Data\\")"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g., \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"},"hostedApiKey":"none"},"microsoft_planner_create_bucket":{"id":"microsoft_planner_create_bucket","name":"Create Microsoft Planner Bucket","description":"Create a new bucket in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the bucket will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"name":{"type":"string","required":true,"visibility":"user-only","description":"The name of the bucket"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_plan":{"id":"microsoft_planner_create_plan","name":"Create Microsoft Planner Plan","description":"Create a new Microsoft Planner plan owned by a Microsoft 365 group","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Microsoft 365 group that will own the plan (e.g., \\"ebf3b108-5234-4e22-b93d-656d7dae5874\\"). The current user must be a member of this group."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_create_task":{"id":"microsoft_planner_create_task","name":"Create Microsoft Planner Task","description":"Create a new task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the task will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the task (e.g., \\"Review quarterly report\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task in ISO 8601 format (e.g., \\"2025-03-10T09:00:00Z\\")"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10, where 0 is urgent and 10 is low)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to place the task in (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_bucket":{"id":"microsoft_planner_delete_bucket","name":"Delete Microsoft Planner Bucket","description":"Delete a bucket from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to delete (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_plan":{"id":"microsoft_planner_delete_plan","name":"Delete Microsoft Planner Plan","description":"Delete a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to delete (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_delete_task":{"id":"microsoft_planner_delete_task","name":"Delete Microsoft Planner Task","description":"Delete a task from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to delete (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task including checklist and references","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_buckets":{"id":"microsoft_planner_list_buckets","name":"List Microsoft Planner Buckets","description":"List all buckets in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_plan":{"id":"microsoft_planner_read_plan","name":"Read Microsoft Planner Plan","description":"Get details of a specific Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to retrieve (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_read_task":{"id":"microsoft_planner_read_task","name":"Read Microsoft Planner Tasks","description":"Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the plan to get tasks from, if not provided gets all user tasks (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the task to get (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_bucket":{"id":"microsoft_planner_update_bucket","name":"Update Microsoft Planner Bucket","description":"Update a bucket in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to update (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"name":{"type":"string","required":false,"visibility":"user-only","description":"The new name of the bucket"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to update (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan":{"id":"microsoft_planner_update_plan","name":"Update Microsoft Planner Plan","description":"Rename a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to update (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to update (If-Match header)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_plan_details":{"id":"microsoft_planner_update_plan_details","name":"Update Microsoft Planner Plan Details","description":"Update a plan\'s category (color label) descriptions and shared-with user list in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan details to update (If-Match header)"},"categoryDescriptions":{"type":"object","required":false,"visibility":"user-only","description":"Category label names as a JSON object, e.g. {\\"category1\\": \\"Blocked\\", \\"category2\\": \\"At Risk\\"}. Set a value to null to clear a label."},"sharedWith":{"type":"object","required":false,"visibility":"user-only","description":"User IDs to share the plan with as a JSON object, e.g. {\\"<user-id>\\": true}. Set a value to false to unshare."}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task":{"id":"microsoft_planner_update_task","name":"Update Microsoft Planner Task","description":"Update a task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to update (If-Match header)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the task (e.g., \\"Review quarterly report\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to move the task to (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task (ISO 8601 format)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_planner_update_task_details":{"id":"microsoft_planner_update_task_details","name":"Update Microsoft Planner Task Details","description":"Update task details including description, checklist items, and references in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task details to update (If-Match header)"},"description":{"type":"string","required":false,"visibility":"user-only","description":"The description of the task"},"checklist":{"type":"object","required":false,"visibility":"user-only","description":"Checklist items as a JSON object"},"references":{"type":"object","required":false,"visibility":"user-only","description":"References as a JSON object"},"previewType":{"type":"string","required":false,"visibility":"user-only","description":"Preview type: automatic, noPreview, checklist, description, or reference"}},"oauth":{"required":true,"provider":"microsoft-planner"},"hostedApiKey":"none"},"microsoft_teams_delete_channel_message":{"id":"microsoft_teams_delete_channel_message","name":"Delete Microsoft Teams Channel Message","description":"Soft delete a message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_delete_chat_message":{"id":"microsoft_teams_delete_chat_message","name":"Delete Microsoft Teams Chat Message","description":"Soft delete a message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"},"hostedApiKey":"none"},"microsoft_teams_get_message":{"id":"microsoft_teams_get_message","name":"Get Microsoft Teams Message","description":"Get a specific message from a Microsoft Teams chat or channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to retrieve (e.g., \\"1234567890123\\" - 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If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_list":{"id":"microsoft_word_list","name":"List Microsoft Word Documents","description":"List or search Microsoft Word (.docx) documents in OneDrive or SharePoint. Non-Word items are filtered out of the results.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search text matched against file name, metadata, and content. If omitted, the documents directly inside the folder are listed."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the folder to list or search within. If omitted, the drive root is used."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive to list from. Required for SharePoint. If omitted, uses the personal OneDrive."},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to request from Microsoft Graph (1-200, default 50)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s nextPageToken, used to fetch the next page"}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"microsoft_word_read":{"id":"microsoft_word_read","name":"Read Microsoft Word Document","description":"Read the text content of a Microsoft Word (.docx) document stored in OneDrive or SharePoint.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to read"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. 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The previous content and its formatting are discarded — use Append to add to a document instead.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Graph API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The drive item ID of the Word document to replace"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new text content of the document. Markdown headings (# ## ###), bullets (- item), and inline **bold** / *italic* are converted to Word formatting; every other line becomes a paragraph."},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the document. Required for SharePoint. If omitted, uses the personal OneDrive."}},"oauth":{"required":true,"provider":"microsoft-word"},"hostedApiKey":"none"},"millionverifier_get_credits":{"id":"millionverifier_get_credits","name":"MillionVerifier Get Credits","description":"Retrieve the remaining verification credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}},"hostedApiKey":"none"},"millionverifier_verify_email":{"id":"millionverifier_verify_email","name":"MillionVerifier Verify Email","description":"Verify the deliverability of an email address. 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Overrides Message when provided."},"fp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fingerprint identifier for tracking conversation sessions (default \\"anonymous\\")"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID from a previous response, to continue the same conversation"},"retrievalPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of documentation search results used to generate the response"},"currentPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path of the page the user is currently viewing, for more relevant answers (max 200 characters)"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by documentation version"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter retrieval by content language"},"groups":{"type":"json","required":false,"visibility":"user-or-llm","description":"Group identifiers to filter retrieval by, as a JSON array of strings"},"assistantContext":{"type":"json","required":false,"visibility":"user-or-llm","description":"Contextual snippets for the assistant, as a JSON array of objects with type (\\"code\\" or \\"textSelection\\"), value, and optional path and elementId"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mintlify assistant API key (starts with mint_dsc_)"}},"hostedApiKey":"none"},"mintlify_detect_ai_prose":{"id":"mintlify_detect_ai_prose","name":"Mintlify Detect AI-Sounding Prose","description":"Analyze a documentation page for AI-generated prose and return flagged passages with suggested human rewrites. 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set by the credential resolver for API-token service accounts"},"activity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the activity to update (e.g., \\"12345\\")"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New subject/title for the activity (e.g., \\"Updated meeting with client\\")"},"due_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date in YYYY-MM-DD format (e.g., \\"2025-03-20\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due time in HH:MM format (e.g., \\"15:00\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"New duration in HH:MM format (e.g., \\"00:30\\" for 30 minutes)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mark as done: 0 for not done, 1 for done"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"New notes for the activity"}},"oauth":{"required":true,"provider":"pipedrive"},"hostedApiKey":"none"},"pipedrive_update_deal":{"id":"pipedrive_update_deal","name":"Update Deal in Pipedrive","description":"Update an existing deal in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to update (e.g., \\"123\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the deal (e.g., \\"Updated Enterprise License\\")"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"New monetary value for the deal (e.g., \\"7500\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status: open, won, lost"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New stage ID for the deal (e.g., \\"3\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-07-15\\")"}},"oauth":{"required":true,"provider":"pipedrive"},"hostedApiKey":"none"},"pipedrive_update_lead":{"id":"pipedrive_update_lead","name":"Update Lead in Pipedrive","description":"Update an existing lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to update (e.g., \\"abc123-def456-ghi789\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the lead (e.g., \\"Updated Lead - Premium Package\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization ID (e.g., \\"789\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New owner user ID (e.g., \\"123\\")"},"value_amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"New value amount (e.g., \\"15000\\")"},"value_currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"New currency code (e.g., \\"USD\\", \\"EUR\\", \\"GBP\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-05-01\\")"},"is_archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Archive the lead: true or false"}},"oauth":{"required":true,"provider":"pipedrive"},"hostedApiKey":"none"},"pitchbook_company_active_investors":{"id":"pitchbook_company_active_investors","name":"PitchBook Company Active Investors","description":"Retrieve only the investors currently holding a position in a company","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_bio":{"id":"pitchbook_company_bio","name":"PitchBook Company Bio","description":"Retrieve the core profile of a company: names, description, HQ, status, headcount, total raised, and social links","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_deal_service_providers":{"id":"pitchbook_company_deal_service_providers","name":"PitchBook Company Deal Service Providers","description":"Retrieve the service providers that worked on a company deals, and what each was hired for","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_deals":{"id":"pitchbook_company_deals","name":"PitchBook Company Deals","description":"Retrieve every deal a company has been involved in, in chronological order with its deal type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_financials":{"id":"pitchbook_company_financials","name":"PitchBook Company Financials","description":"Retrieve reported financials for a private company across every available fiscal period. Annual data is returned by default.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_general_service_providers":{"id":"pitchbook_company_general_service_providers","name":"PitchBook Company General Service Providers","description":"Retrieve the current and former general service providers engaged by a company","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_industries":{"id":"pitchbook_company_industries","name":"PitchBook Company Industries","description":"Retrieve the industry classification, verticals, keywords, and emerging spaces assigned to a company","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_investors":{"id":"pitchbook_company_investors","name":"PitchBook Company Investors","description":"Retrieve every investor in a company, current and former, with the type of investor and when they invested","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_most_recent_debt_financing":{"id":"pitchbook_company_most_recent_debt_financing","name":"PitchBook Company Most Recent Debt Financing","description":"Retrieve a company most recent debt financing, including each debt instrument raised","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_most_recent_financials":{"id":"pitchbook_company_most_recent_financials","name":"PitchBook Company Most Recent Financials","description":"Retrieve the most recent reported financials for a private company: revenue, net income, EBITDA, assets, and debt","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_most_recent_financing":{"id":"pitchbook_company_most_recent_financing","name":"PitchBook Company Most Recent Financing","description":"Retrieve a company most recent financing round: date, size, type, and last known valuation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_search":{"id":"pitchbook_company_search","name":"PitchBook Company Search","description":"Search PitchBook for companies by name, location, industry, funding, deal activity, and more","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"companyNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company names, PitchBook IDs, websites, or tickers"},"keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords associated with the company or appearing in its business description"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the company is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the company is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the company is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"ownershipStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook ownership status code"},"businessStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook business status code"},"dateFounded":{"type":"string","required":false,"visibility":"user-or-llm","description":"Founding date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code (e.g. evc for early-stage VC)"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"totalRaised":{"type":"string","required":false,"visibility":"user-or-llm","description":"Total raised to date in millions. Use >100, <100, or 10^100 for a range"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"employeeCount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Employee count. Use >100, <100, or 10^100 for a range"},"revenue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Revenue in millions. Use >100, <100, or 10^100 for a range"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_company_similar_companies":{"id":"pitchbook_company_similar_companies","name":"PitchBook Similar Companies","description":"Retrieve companies PitchBook scores as similar to a given company, flagging which are direct competitors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_social_analytics":{"id":"pitchbook_company_social_analytics","name":"PitchBook Company Social Analytics","description":"Retrieve web and social growth and size metrics for a company, with percentile ranks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"compare":{"type":"string","required":false,"visibility":"user-or-llm","description":"Benchmark the signals against a peer set: SIMILAR_COMPANIES, INDUSTRY, VERTICALS, or ALL_COMPANIES"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_updates":{"id":"pitchbook_company_updates","name":"PitchBook Company Updates","description":"Check which company datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_company_vc_exit_predictions":{"id":"pitchbook_company_vc_exit_predictions","name":"PitchBook VC Exit Predictions","description":"Retrieve PitchBook machine-learning exit predictions for a VC-backed company. Requires at least two funding rounds in the past six years.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_contracts_history":{"id":"pitchbook_contracts_history","name":"PitchBook Contracts History","description":"Retrieve the API contracts on the account with their pricing model, term, and credit balances","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"activeContract":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set true for only active contracts, false for only past ones. Omit to return every contract."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_cost_of_calls":{"id":"pitchbook_cost_of_calls","name":"PitchBook Cost of Calls","description":"Retrieve the credit cost of every API endpoint under a given pricing model, for first-time and refresh calls","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pricingModel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pricing model to price against: SUBSCRIPTION or PAY_PER_CALL"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_history":{"id":"pitchbook_credit_history","name":"PitchBook Credit History","description":"Retrieve API credit usage and remaining balance per contract, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news":{"id":"pitchbook_credit_news","name":"PitchBook Credit News Article","description":"Retrieve one credit analysis article in full, including its body text, authors, topics, and the issuer, lender, and sponsor it covers","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Credit news article ID, e.g. 1312103. Article IDs come from a credit news search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_bulk":{"id":"pitchbook_credit_news_bulk","name":"PitchBook Credit News Bulk","description":"Retrieve many credit analysis articles in full in a single call, reporting which IDs were found, missing, or duplicated","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"articleIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Credit news article IDs to fetch, e.g. [11041384, 2142401]","items":{"type":"number","description":"Credit news article ID"}},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_most_recent":{"id":"pitchbook_credit_news_most_recent","name":"PitchBook Most Recent Credit News","description":"Retrieve the most recently published credit analysis articles and their descriptions, without article bodies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1. Increment it to reach older articles."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_credit_news_search":{"id":"pitchbook_credit_news_search","name":"PitchBook Credit News Search","description":"Search PitchBook credit analysis news by author, region, asset class, topic, issuer, lender, sponsor, and date","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"authors":{"type":"string","required":false,"visibility":"user-or-llm","description":"Article author name. Separate multiple values with a comma."},"regions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region the article covers: United States or Europe."},"assetClasses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset class the article covers. Separate multiple values with a comma."},"topics":{"type":"string","required":false,"visibility":"user-or-llm","description":"Topic the article covers. Separate multiple values with a comma."},"issuer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issuer name. Separate multiple values with a comma."},"lender":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lender name. Separate multiple values with a comma."},"sponsor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sponsor name. Separate multiple values with a comma."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page, between 1 and 250. Defaults to 25."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_bio":{"id":"pitchbook_deal_bio","name":"PitchBook Deal Bio","description":"Retrieve the summary of a deal: company, date, size, status, type, and which detail datasets are available for it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_cap_table_history":{"id":"pitchbook_deal_cap_table_history","name":"PitchBook Deal Cap Table History","description":"Retrieve the cap table as of a deal, one row per stock series with its terms and ownership","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_debt_lenders":{"id":"pitchbook_deal_debt_lenders","name":"PitchBook Deal Debt and Lenders","description":"Retrieve the debt raised in a deal and the lenders behind it, with rate, maturity, seniority, and covenant terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_detailed":{"id":"pitchbook_deal_detailed","name":"PitchBook Deal Detailed","description":"Retrieve the full detail of a deal: synopsis, percent acquired, round, invested capital, ownership, debt, and stock split","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_investors":{"id":"pitchbook_deal_investors","name":"PitchBook Deal Investors","description":"Retrieve the investors, sellers, and exiting investors on a deal, including who led it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_multiples":{"id":"pitchbook_deal_multiples","name":"PitchBook Deal Multiples","description":"Retrieve the valuation multiples for a deal against revenue, EBITDA, EBIT, cash flow, and net income","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_search":{"id":"pitchbook_deal_search","name":"PitchBook Deal Search","description":"Search PitchBook for deals by company, investor, deal type, size, date, and valuation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"companyNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated company names, PitchBook IDs, websites, or tickers"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords associated with the companies involved"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country of the companies involved (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the companies involved"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the companies involved"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code (e.g. evc for early-stage VC)"},"dealStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal status code, distinguishing completed, failed, and upcoming deals"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"postValuation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Post-money valuation in millions. Use >100, <100, or 10^100 for a range"},"revenue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Revenue of the companies involved in millions. Use >100, <100, or 10^100 for a range"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_deal_service_providers":{"id":"pitchbook_deal_service_providers","name":"PitchBook Deal Service Providers","description":"Retrieve the service providers that worked on a deal and which party each represented","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_stock_info":{"id":"pitchbook_deal_stock_info","name":"PitchBook Deal Stock Info","description":"Retrieve the share terms of a deal: price per share, shares acquired, and the preference, dividend, and voting rights attached","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_tranche_info":{"id":"pitchbook_deal_tranche_info","name":"PitchBook Deal Tranche Info","description":"Retrieve the tranches a deal was funded in, with each tranche date, size, and investors","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_updates":{"id":"pitchbook_deal_updates","name":"PitchBook Deal Updates","description":"Check which deal datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_deal_valuation":{"id":"pitchbook_deal_valuation","name":"PitchBook Deal Valuation","description":"Retrieve the pre-money and post-money valuation recorded for a deal","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook deal ID, e.g. 52721-65T. Deal IDs end in T and come from a deal search or a company deals lookup."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_affiliates":{"id":"pitchbook_entity_affiliates","name":"PitchBook Entity Affiliates","description":"Retrieve the affiliated entities linked to an entity and how each is related","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_locations":{"id":"pitchbook_entity_locations","name":"PitchBook Entity Locations","description":"Retrieve the headquarters and every alternate office on record for an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_news":{"id":"pitchbook_entity_news","name":"PitchBook Entity News","description":"Retrieve recent news articles PitchBook has associated with an entity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication window, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many days back to pull news for (e.g. 20)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_people":{"id":"pitchbook_entity_people","name":"PitchBook Entity People","description":"Retrieve the people at an entity: primary contact, current and former team, and current and former board members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_entity_updates":{"id":"pitchbook_entity_updates","name":"PitchBook Entity Updates","description":"Check which entity datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook entity ID of a company, investor, or service provider, e.g. 51261-67."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_active_investments":{"id":"pitchbook_fund_active_investments","name":"PitchBook Fund Active Investments","description":"Retrieve only the portfolio positions a fund still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_benchmark":{"id":"pitchbook_fund_benchmark","name":"PitchBook Fund Benchmark","description":"Retrieve the peer benchmark for a fund: benchmark IRR, DPI, TVPI, RVPI, and the funds it is drawn from","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_bio":{"id":"pitchbook_fund_bio","name":"PitchBook Fund Bio","description":"Retrieve the profile of a fund: managers, vintage, status, type, size, target, location, and team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_cash_flows":{"id":"pitchbook_fund_cash_flows","name":"PitchBook Fund Cash Flows","description":"Retrieve contributed, distributed, and remaining value for a fund as of a specific quarter","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"period":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reporting quarter to fetch, formatted as quarter then year, e.g. 4Q2018"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_commitments":{"id":"pitchbook_fund_commitments","name":"PitchBook Fund Commitments","description":"Retrieve the limited partners committed to a fund, with commitment date, size, status, and type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investment_preferences":{"id":"pitchbook_fund_investment_preferences","name":"PitchBook Fund Investment Preferences","description":"Retrieve what a fund targets: check size, valuation, geography, industry, vertical, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_investments":{"id":"pitchbook_fund_investments","name":"PitchBook Fund Investments","description":"Retrieve every investment a fund has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_performance":{"id":"pitchbook_fund_performance","name":"PitchBook Fund Performance","description":"Retrieve the most recent reported returns for a fund: IRR, DPI, RVPI, TVPI, NAV, and benchmark quartile","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F and come from a fund search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_search":{"id":"pitchbook_fund_search","name":"PitchBook Fund Search","description":"Search PitchBook for funds by manager, type, size, vintage, and performance","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"fundNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fund names or PitchBook fund IDs"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated names or PitchBook IDs of the fund managers"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^5000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"vintage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vintage year. Use >2015, <2015, or 2015^2020 for a range"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the fund is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the fund is located in (e.g. USA)"},"irr":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal rate of return as a percentage. Use >20, <20, or 10^20 for a range"},"tvpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Total value to paid-in multiple. Use >2, <2, or 1^2 for a range"},"dpi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Distributions to paid-in multiple. Use >1, <1, or 1^2 for a range"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the fund targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the fund targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_fund_team":{"id":"pitchbook_fund_team","name":"PitchBook Fund Team","description":"Retrieve the active and former people on a fund team","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_fund_updates":{"id":"pitchbook_fund_updates","name":"PitchBook Fund Updates","description":"Check which fund datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook fund ID, e.g. 11373-13F. Fund IDs end in F."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_active_investments":{"id":"pitchbook_investor_active_investments","name":"PitchBook Investor Active Investments","description":"Retrieve only the positions an investor still holds","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_bio":{"id":"pitchbook_investor_bio","name":"PitchBook Investor Bio","description":"Retrieve the core profile of an investor: names, description, HQ, type, AUM, dry powder, and headcount","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_board_seats":{"id":"pitchbook_investor_board_seats","name":"PitchBook Investor Board Seats","description":"Retrieve the board seats an investor holds and previously held across its portfolio","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_deal_service_providers":{"id":"pitchbook_investor_deal_service_providers","name":"PitchBook Investor Deal Service Providers","description":"Retrieve the service providers that worked on an investor deals, and what each was hired for","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_funds":{"id":"pitchbook_investor_funds","name":"PitchBook Investor Funds","description":"Retrieve the funds an investor manages, with open and closed counts and the min, median, and max fund size","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_general_service_providers":{"id":"pitchbook_investor_general_service_providers","name":"PitchBook Investor General Service Providers","description":"Retrieve the current and former general service providers engaged by an investor","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_investments":{"id":"pitchbook_investor_investments","name":"PitchBook Investor Investments","description":"Retrieve every investment an investor has made, active and exited, with the deals that opened and closed each position","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_last_closed_fund":{"id":"pitchbook_investor_last_closed_fund","name":"PitchBook Investor Last Closed Fund","description":"Retrieve the most recently closed fund raised by an investor, with its size, type, and vintage","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_preferences":{"id":"pitchbook_investor_preferences","name":"PitchBook Investor Preferences","description":"Retrieve what an investor targets: check size, deal size, valuation, revenue, geography, industry, and deal type preferences","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35. Use PitchBook Search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_investor_search":{"id":"pitchbook_investor_search","name":"PitchBook Investor Search","description":"Search PitchBook for investors by type, location, assets under management, fund profile, and deal activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"investorNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated investor names, PitchBook IDs, websites, or tickers"},"investorType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook investor type code (e.g. LP_BI, LP_E)"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the investor is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the investor is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the investor is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"dryPowder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dry powder in millions. Use >500, <500, or 1^500 for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code of the investor funds"},"fundSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fund size in millions. Use >500, <500, or 1^500 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code the investor has participated in"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >100, <100, or 10^100 for a range"},"preferredDealTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred deal type codes the investor targets"},"industryPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred industry codes the investor targets"},"geographicalPreferences":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred geography codes the investor targets"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_investor_updates":{"id":"pitchbook_investor_updates","name":"PitchBook Investor Updates","description":"Check which investor datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook investor ID, e.g. 58781-35."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_actual_allocations":{"id":"pitchbook_limited_partner_actual_allocations","name":"PitchBook Limited Partner Actual Allocations","description":"Retrieve a limited partner reported asset allocation across cash, equities, fixed income, private equity, real estate, and alternatives","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_bio":{"id":"pitchbook_limited_partner_bio","name":"PitchBook Limited Partner Bio","description":"Retrieve the profile of a limited partner: names, description, type, assets under management, and staff","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50. Use a limited partner search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_aggregates":{"id":"pitchbook_limited_partner_commitment_aggregates","name":"PitchBook Limited Partner Commitment Aggregates","description":"Retrieve a limited partner commitments rolled up by fund type, both active and all-time","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitment_preferences":{"id":"pitchbook_limited_partner_commitment_preferences","name":"PitchBook Limited Partner Commitment Preferences","description":"Retrieve what a limited partner commits to: preferred commitment size, fund types, and geographies","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_commitments_detailed":{"id":"pitchbook_limited_partner_commitments_detailed","name":"PitchBook Limited Partner Commitments","description":"Retrieve every fund commitment a limited partner has made, with date, size, status, and the managers behind each fund","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_search":{"id":"pitchbook_limited_partner_search","name":"PitchBook Limited Partner Search","description":"Search PitchBook for limited partners by type, location, assets under management, and commitment activity","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"limitedPartnerNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated limited partner names or PitchBook IDs"},"limitedPartnerType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook limited partner type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the limited partner is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the limited partner is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the limited partner is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"aum":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assets under management in millions. Use >1000, <1000, or 100^1000 for a range"},"numberOfCommitments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of fund commitments. Use >1000, <1000, or 10^100 for a range"},"commitmentSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment size in millions. Use >100, <100, or 10^100 for a range"},"commitmentDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commitment date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"fundType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook fund type code the limited partner commits to"},"filterCurrency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code the monetary filters on this search are expressed in, e.g. setting EUR means dealSize is read as millions of euros. Distinct from `currency`, which converts the values PitchBook returns."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_limited_partner_service_providers":{"id":"pitchbook_limited_partner_service_providers","name":"PitchBook Limited Partner Service Providers","description":"Retrieve the current and former service providers engaged by a limited partner","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_target_allocations":{"id":"pitchbook_limited_partner_target_allocations","name":"PitchBook Limited Partner Target Allocations","description":"Retrieve a limited partner target allocation ranges per asset class, in both value and percentage terms","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_limited_partner_updates":{"id":"pitchbook_limited_partner_updates","name":"PitchBook Limited Partner Updates","description":"Check which limited partner datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook limited partner ID, e.g. 58901-50."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_table_structure":{"id":"pitchbook_lookup_table_structure","name":"PitchBook Lookup Table Structure","description":"List the lookup tables backing the search endpoints. Use this to find which table holds the codes a search filter expects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_lookup_tables":{"id":"pitchbook_lookup_tables","name":"PitchBook Lookup Tables","description":"Retrieve the codes in one or more lookup tables. These are the codes the search filters expect, such as INDUSTRY or VERTICAL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"tableNames":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lookup tables to return, e.g. INDUSTRY or VERTICAL. Separate multiple names with a comma. Use the lookup table structure operation to see what is available."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_detailed":{"id":"pitchbook_patent_detailed","name":"PitchBook Patent Detail","description":"Retrieve the full record for a single patent: title, status, dates, assignees, inventors, citations, and claim counts","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Patent ID, e.g. EP-3167426-B1. Patent IDs come from a patent search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_patent_search":{"id":"pitchbook_patent_search","name":"PitchBook Patent Search","description":"Search the patents held by a company by status, filing and publication date, authority, and CPC classification","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook company ID, e.g. 10618-03. Use PitchBook Search to resolve a name to an ID."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Patent status: Active, Pending, or Inactive. Separate multiple values with a comma."},"publicationDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publication date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"firstFilingDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"First filing date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range."},"filingAuthorityLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filing authority location, e.g. EP or US. Separate multiple values with a comma."},"cpcSectionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC section code. Separate multiple values with a comma."},"cpcClassCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"CPC class code. Separate multiple values with a comma."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_people_search":{"id":"pitchbook_people_search","name":"PitchBook People Search","description":"Search PitchBook for people by name, employer, position, education, and location","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"personNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated person names or PitchBook person IDs"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the person"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the person"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the person"},"firmNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated firm names, PitchBook IDs, websites, or tickers the person is associated with"},"firmType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook firm type code of the associated firm"},"positionLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated position level codes (e.g. CEO, CFO, CIO)"},"positionTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position title to match (e.g. Chief Executive Officer)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department code the person works in"},"university":{"type":"string","required":false,"visibility":"user-or-llm","description":"University the person attended"},"biography":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords appearing in the person biography"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the person is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the person is located in (e.g. USA)"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook industry code of the associated firm"},"verticals":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook vertical code of the associated firm"},"primaryPositionOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only match the person primary position rather than any position they hold"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_person_bio":{"id":"pitchbook_person_bio","name":"PitchBook Person Bio","description":"Retrieve the profile of a person: name, biography, LinkedIn, primary employer, position, and office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_contact":{"id":"pitchbook_person_contact","name":"PitchBook Person Contact","description":"Retrieve the direct contact details on file for a person","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_person_education_work":{"id":"pitchbook_person_education_work","name":"PitchBook Person Education and Work","description":"Retrieve a person full history: education, company roles, board seats, deal roles, and fund roles","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook person ID, e.g. 53503-66P. Person IDs end in P and come from a people search."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_sandbox_entities":{"id":"pitchbook_sandbox_entities","name":"PitchBook Sandbox Entities","description":"List the entities a sandbox API key is allowed to query, so test workflows have real IDs to run against","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type to list: COMPANIES, INVESTORS, LIMITED_PARTNERS, SERVICE_PROVIDERS, PEOPLE, DEALS, or FUNDS. The matching array on the response is named after it, so COMPANIES returns a companies array."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_search":{"id":"pitchbook_search","name":"PitchBook Search","description":"Search across every PitchBook entity type at once by name, PitchBook ID, website, or ticker. Use this to resolve a company, investor, or fund to its PitchBook ID before calling a profile operation.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"What to look up: an entity name, a PitchBook ID, a website, a ticker, or an exchange-qualified ticker. Names and websites match partially once the term is long enough; IDs and tickers match exactly."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"}},"hostedApiKey":"none"},"pitchbook_service_provider_bio":{"id":"pitchbook_service_provider_bio","name":"PitchBook Service Provider Bio","description":"Retrieve the profile of a service provider: names, types, description, and how many companies, deals, investors, funds, and limited partners it has serviced","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75. Use a service provider search to resolve a name to an ID."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_service_provider_search":{"id":"pitchbook_service_provider_search","name":"PitchBook Service Provider Search","description":"Search PitchBook for service providers by type, location, and the deals they have worked on","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"serviceProviderNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service provider names or PitchBook IDs"},"serviceProviderType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook service provider type code"},"city":{"type":"string","required":false,"visibility":"user-or-llm","description":"City the service provider is located in"},"stateProvince":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province the service provider is located in"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country the service provider is located in (e.g. USA)"},"locationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict location matching to HQ_ONLY, NON_HQ_ONLY, or ANY"},"numberOfDeals":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of deals worked on. Use >50, <50, or 10^50 for a range"},"dealType":{"type":"string","required":false,"visibility":"user-or-llm","description":"PitchBook deal type code of the deals worked on"},"dealDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal date filter. Use >YYYY-MM-DD, <YYYY-MM-DD, or YYYY-MM-DD^YYYY-MM-DD for a range"},"dealSize":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal size in millions. Use >450, <450, or 10^450 for a range"},"serviceTypesOnDeal":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service type codes provided on the deal"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"additionalFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other documented search filter, as a JSON object of query parameter names to values (e.g. {\\"emergingSpaces\\": \\"AGTECH\\"}). A dedicated field always wins over the same key set here."}},"hostedApiKey":"none"},"pitchbook_service_provider_updates":{"id":"pitchbook_service_provider_updates","name":"PitchBook Service Provider Updates","description":"Check which service provider datasets changed in a window, so a sync only refetches what moved","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_companies":{"id":"pitchbook_serviced_companies","name":"PitchBook Serviced Companies","description":"Retrieve the companies a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_deals":{"id":"pitchbook_serviced_deals","name":"PitchBook Serviced Deals","description":"Retrieve the deals a service provider worked on and what it was hired for on each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_funds":{"id":"pitchbook_serviced_funds","name":"PitchBook Serviced Funds","description":"Retrieve the funds a service provider has worked with and the service provided to each","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_investors":{"id":"pitchbook_serviced_investors","name":"PitchBook Serviced Investors","description":"Retrieve the investors a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_serviced_limited_partners":{"id":"pitchbook_serviced_limited_partners","name":"PitchBook Serviced Limited Partners","description":"Retrieve the limited partners a service provider currently and formerly serves","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"pbId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PitchBook service provider ID, e.g. 11356-75."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_shared_search":{"id":"pitchbook_shared_search","name":"PitchBook Shared Search","description":"Extract the names and PitchBook IDs behind an Advanced Search shared from the PitchBook platform, using the search ID and hash from the shared link","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"entityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity type the shared search returns: COMPANIES, DEALS, INVESTORS, SERVICE_PROVIDERS, LIMITED_PARTNERS, PEOPLE, ENTITY_MANAGEMENT, or FUNDS"},"searchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID from the shared link, the path segment after /search/ (e.g. 8e6bd17e-dea5-4eca-8143-dddb2ab623a0)"},"hash":{"type":"string","required":true,"visibility":"user-or-llm","description":"Hash query parameter from the shared link"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"How many results to return per page"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"pitchbook_usage_report":{"id":"pitchbook_usage_report","name":"PitchBook Usage Report","description":"Retrieve how many API calls were made and how many credits they charged, for up to the last 90 days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PitchBook API key"},"sinceDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Window to report changes over, carrying its operator in the value: >YYYY-MM-DD for after a date, <YYYY-MM-DD for before one, or YYYY-MM-DD^YYYY-MM-DD for a range. Use this or trailingRange."},"trailingRange":{"type":"number","required":false,"visibility":"user-or-llm","description":"Report changes over the last N days. Use this or sinceDate."},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO currency code to convert monetary values into, sent as the X-Currency header (e.g. USD, EUR, JPY). Defaults to the currency on the account preferences."}},"hostedApiKey":"none"},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_holders":{"id":"polymarket_get_holders","name":"Get Market Holders from Polymarket","description":"Retrieve top holders of a specific market token","version":"1.0.0","params":{"market":{"type":"string","required":true,"description":"Comma-separated list of condition IDs (e.g., \\"0x1234...abcd\\" or \\"0x1234...abcd,0x5678...efgh\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of holders to return (e.g., \\"10\\"). Range: 0-20, default: 20.","visibility":"user-or-llm"},"minBalance":{"type":"string","required":false,"description":"Minimum balance threshold (default: 1)","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_last_trade_price":{"id":"polymarket_get_last_trade_price","name":"Get Last Trade Price from Polymarket","description":"Retrieve the last trade price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_leaderboard":{"id":"polymarket_get_leaderboard","name":"Get Leaderboard from Polymarket","description":"Retrieve trader leaderboard rankings by profit/loss or volume","version":"1.0.0","params":{"category":{"type":"string","required":false,"description":"Category filter: OVERALL, POLITICS, SPORTS, CRYPTO, CULTURE, MENTIONS, WEATHER, ECONOMICS, TECH, FINANCE (default: OVERALL)","visibility":"user-or-llm"},"timePeriod":{"type":"string","required":false,"description":"Time period: DAY, WEEK, MONTH, ALL (default: DAY)","visibility":"user-or-llm"},"orderBy":{"type":"string","required":false,"description":"Order by: PNL or VOL (default: PNL)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results to return (e.g., \\"10\\"). Range: 1-50, default: 25.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"25\\"). Range: 0-1000, default: 0.","visibility":"user-or-llm"},"user":{"type":"string","required":false,"description":"Filter by specific user wallet address","visibility":"user-or-llm"},"userName":{"type":"string","required":false,"description":"Filter by username","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_market":{"id":"polymarket_get_market","name":"Get Market from Polymarket","description":"Retrieve details of a specific prediction market by ID or slug","version":"1.0.0","params":{"marketId":{"type":"string","required":false,"description":"The numeric market ID (e.g., \\"253591\\"). Required if slug is not provided. Not the condition ID.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The market slug (e.g., \\"will-trump-win\\"). URL-friendly identifier. Required if marketId is not provided.","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_markets":{"id":"polymarket_get_markets","name":"Get Markets from Polymarket","description":"Retrieve a list of prediction markets from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open markets only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volumeNum, liquidityNum, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_midpoint":{"id":"polymarket_get_midpoint","name":"Get Midpoint Price from Polymarket","description":"Retrieve the midpoint price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_orderbook":{"id":"polymarket_get_orderbook","name":"Get Orderbook from Polymarket","description":"Retrieve the order book summary for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}},"hostedApiKey":"none"},"polymarket_get_positions":{"id":"polymarket_get_positions","name":"Get Positions from Polymarket","description":"Retrieve user positions from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Condition IDs to filter positions (e.g., \\"0x1234...abcd,0x5678...efgh\\"). 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Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}},"hostedApiKey":"none"},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}},"hostedApiKey":"none"},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}},"hostedApiKey":"none"},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}},"hostedApiKey":"none"},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}},"hostedApiKey":"none"},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}},"hostedApiKey":"none"},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}},"hostedApiKey":"none"},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}},"hostedApiKey":"none"},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}},"hostedApiKey":"none"},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}},"hostedApiKey":"none"},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}},"hostedApiKey":"none"},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}},"hostedApiKey":"none"},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}},"hostedApiKey":"none"},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}},"hostedApiKey":"none"},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}},"hostedApiKey":"none"},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active"},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity"},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}},"hostedApiKey":"none"},"posthog_update_insight":{"id":"posthog_update_insight","name":"PostHog Update Insight","description":"Update an existing insight in PostHog. Can modify name, description, query, dashboards, tags, and favorited status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to update (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the insight"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to attach this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"},"favorited":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the insight as favorited"}},"hostedApiKey":"none"},"posthog_update_property_definition":{"id":"posthog_update_property_definition","name":"PostHog Update Property Definition","description":"Update a property definition in PostHog. Can modify description, tags, property type, and verification status to maintain clean property schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the property"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the property"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the property as verified"},"property_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"The data type of the property (e.g., String, Numeric, Boolean, DateTime, etc.)"}},"hostedApiKey":"none"},"posthog_update_survey":{"id":"posthog_update_survey","name":"PostHog Update Survey","description":"Update an existing survey in PostHog. Can modify questions, appearance, conditions, and other settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to update (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover or api"},"questions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Archive or unarchive the survey"}},"hostedApiKey":"none"},"profound_bot_logs":{"id":"profound_bot_logs","name":"Profound Bot Logs","description":"Get identified bot visit logs with filters for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot logs for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: timestamp, method, host, path, status_code, ip, user_agent, referer, bytes_sent, duration_ms, query_params, bot_name, bot_provider, bot_types"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}},"hostedApiKey":"none"},"profound_bots_report":{"id":"profound_bots_report","name":"Profound Bots Report","description":"Query bot traffic report with hourly granularity for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot traffic for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: count, citations, indexing, training, last_visit"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: date, hour, path, bot_name, bot_provider, bot_type"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}},"hostedApiKey":"none"},"profound_category_assets":{"id":"profound_category_assets","name":"Profound Category Assets","description":"List assets (companies/brands) for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}},"hostedApiKey":"none"},"profound_category_personas":{"id":"profound_category_personas","name":"Profound Category Personas","description":"List personas for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}},"hostedApiKey":"none"},"profound_category_prompts":{"id":"profound_category_prompts","name":"Profound Category Prompts","description":"List prompts for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 10000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"orderDir":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc (default desc)"},"promptType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated prompt types to filter: visibility, sentiment"},"topicId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated topic IDs (UUIDs) to filter by"},"tagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs (UUIDs) to filter by"},"regionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated region IDs (UUIDs) to filter by"},"platformId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated platform IDs (UUIDs) to filter by"}},"hostedApiKey":"none"},"profound_category_tags":{"id":"profound_category_tags","name":"Profound Category Tags","description":"List tags for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}},"hostedApiKey":"none"},"profound_category_topics":{"id":"profound_category_topics","name":"Profound Category Topics","description":"List topics for a specific category in 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Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"}},"hostedApiKey":"none"},"rabbitmq_list_queues":{"id":"rabbitmq_list_queues","name":"RabbitMQ List Queues","description":"List queues in a RabbitMQ virtual host with their depth, consumer count, and configuration.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page of results to return, starting at 1"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Queues per page, from 1 to 500. Defaults to 50"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter queues whose name contains this value"},"useRegex":{"type":"boolean","required":false,"visibility":"user-only","description":"Treat the name filter as a regular expression"}},"hostedApiKey":"none"},"rabbitmq_list_vhosts":{"id":"rabbitmq_list_vhosts","name":"RabbitMQ List Virtual Hosts","description":"List the virtual hosts on the broker with their message totals, so you can discover which scopes exist.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. 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When publishing to the default exchange this is the target queue name."},"payload":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message body to publish"},"payloadEncoding":{"type":"string","required":false,"visibility":"user-only","description":"How the payload is encoded: string (default) or base64"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"AMQP basic properties as a JSON object, e.g. {\\"delivery_mode\\":2,\\"content_type\\":\\"application/json\\"}"},"headers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message headers as a JSON object, e.g. {\\"source\\":\\"sim\\"}"}},"hostedApiKey":"none"},"rabbitmq_purge_queue":{"id":"rabbitmq_purge_queue","name":"RabbitMQ Purge Queue","description":"Discard every ready message in a RabbitMQ queue while leaving the queue itself in place.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ Management API base URL, e.g. https://rabbit.example.com:15672. Must use https unless the broker is on a loopback host."},"username":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"RabbitMQ password"},"vhost":{"type":"string","required":false,"visibility":"user-only","description":"Virtual host to operate on. Defaults to /"},"queue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the queue to purge"}},"hostedApiKey":"none"},"railway_create_environment":{"id":"railway_create_environment","name":"Railway Create Environment","description":"Create a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name"},"sourceEnvironmentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Environment ID to clone from"},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the environment is ephemeral"},"skipInitialDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip initial deploys for the environment"},"stageInitialChanges":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stage initial changes instead of applying them immediately"}},"hostedApiKey":"none"},"railway_create_project":{"id":"railway_create_project","name":"Railway Create Project","description":"Create a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Service name"},"repo":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub repository in owner/name format to deploy from"},"image":{"type":"string","required":false,"visibility":"user-or-llm","description":"Docker image to deploy, for example redis:7-alpine"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to deploy when using a repository source"}},"hostedApiKey":"none"},"railway_delete_environment":{"id":"railway_delete_environment","name":"Railway Delete Environment","description":"Delete a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"}},"hostedApiKey":"none"},"railway_delete_project":{"id":"railway_delete_project","name":"Railway Delete Project","description":"Delete a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_delete_service":{"id":"railway_delete_service","name":"Railway Delete Service","description":"Delete a Railway service and all of its deployments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"}},"hostedApiKey":"none"},"railway_delete_variable":{"id":"railway_delete_variable","name":"Railway Delete Variable","description":"Delete a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name to delete"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to delete a shared variable."}},"hostedApiKey":"none"},"railway_deploy_service":{"id":"railway_deploy_service","name":"Railway Deploy Service","description":"Trigger a deployment for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"commitSha":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific Git commit SHA to deploy"}},"hostedApiKey":"none"},"railway_get_deployment":{"id":"railway_get_deployment","name":"Railway Get Deployment","description":"Get details for a single Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_get_deployment_logs":{"id":"railway_get_deployment_logs","name":"Railway Get Deployment Logs","description":"Retrieve runtime logs for a Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log lines to return"}},"hostedApiKey":"none"},"railway_get_project":{"id":"railway_get_project","name":"Railway Get Project","description":"Get a Railway project with its services and environments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_deployments":{"id":"railway_list_deployments","name":"Railway List Deployments","description":"List deployments for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of deployments to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_project_members":{"id":"railway_list_project_members","name":"Railway List Project Members","description":"List members for a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}},"hostedApiKey":"none"},"railway_list_projects":{"id":"railway_list_projects","name":"Railway List Projects","description":"List Railway projects visible to the provided token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to list projects from"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}},"hostedApiKey":"none"},"railway_list_variables":{"id":"railway_list_variables","name":"Railway List Variables","description":"List Railway environment variables for a service or shared environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}},"hostedApiKey":"none"},"railway_rollback_deployment":{"id":"railway_rollback_deployment","name":"Railway Rollback Deployment","description":"Roll a Railway service back to a previous deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID to roll back to (must have canRollback)"}},"hostedApiKey":"none"},"railway_transfer_project":{"id":"railway_transfer_project","name":"Railway Transfer Project","description":"Transfer a Railway project to another workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination workspace ID"}},"hostedApiKey":"none"},"railway_update_project":{"id":"railway_update_project","name":"Railway Update Project","description":"Update a Railway project name or description","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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revenue as a number"},"numberOfEmployees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of employees as an integer"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_case":{"id":"salesforce_update_case","name":"Update Case in Salesforce","description":"Update an existing case","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"caseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Case ID to update (18-character string starting with 500)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., New, Working, Escalated, Closed)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority (e.g., Low, Medium, High)"},"origin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Origin (e.g., Phone, Email, Web)"},"contactId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Contact ID (18-character string starting with 003)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Account ID (18-character string starting with 001)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_contact":{"id":"salesforce_update_contact","name":"Update Contact in Salesforce","description":"Update an existing contact in Salesforce CRM","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Contact ID to update (18-character string starting with 003)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Account ID (18-character string starting with 001)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"mailingStreet":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing street"},"mailingCity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing city"},"mailingState":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing state"},"mailingPostalCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing postal code"},"mailingCountry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mailing country"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_custom_field":{"id":"salesforce_update_custom_field","name":"Update Custom Field in Salesforce","description":"Update an existing custom field on a Salesforce object using the Tooling API","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"fieldId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tooling API Id of the custom field to update (find it via the Tooling Query tool)"},"label":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display label shown in the UI"},"length":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum length for Text, LongTextArea, Html, or MultiselectPicklist fields"},"precision":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total number of digits for Number, Currency, or Percent fields"},"scale":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of digits to the right of the decimal for numeric fields"},"visibleLines":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of visible lines for LongTextArea, Html, or MultiselectPicklist fields"},"required":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is required on record create/edit"},"unique":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field enforces unique values"},"externalId":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the field is an external ID"},"defaultValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default value; for Checkbox fields use true or false"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal description of the field"},"inlineHelpText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Help text shown next to the field in the UI"},"picklistValues":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated values to add to a Picklist or MultiselectPicklist field (existing values are kept)"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_lead":{"id":"salesforce_update_lead","name":"Update Lead in Salesforce","description":"Update an existing lead","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"leadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Lead ID to update (18-character string starting with 00Q)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead status (e.g., Open, Working, Closed)"},"leadSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead source (e.g., Web, Referral, Campaign)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_opportunity":{"id":"salesforce_update_opportunity","name":"Update Opportunity in Salesforce","description":"Update an existing opportunity","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"opportunityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Opportunity ID to update (18-character string starting with 006)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity name"},"stageName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stage name (e.g., Prospecting, Qualification, Closed Won)"},"closeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close date in YYYY-MM-DD format"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Salesforce Account ID (18-character string starting with 001)"},"amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deal amount as a number"},"probability":{"type":"string","required":false,"visibility":"user-or-llm","description":"Win probability as integer (0-100)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opportunity description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"salesforce_update_task":{"id":"salesforce_update_task","name":"Update Task in Salesforce","description":"Update an existing task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden"},"idToken":{"type":"string","required":false,"visibility":"hidden"},"instanceUrl":{"type":"string","required":false,"visibility":"hidden"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Salesforce Task ID to update (18-character string starting with 00T)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task subject"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status (e.g., Not Started, In Progress, Completed)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority (e.g., Low, Normal, High)"},"activityDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format"},"whoId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Related Contact ID (003...) or Lead ID (00Q...)"},"whatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Related Account ID (001...) or Opportunity ID (006...)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Task description"}},"oauth":{"required":true,"provider":"salesforce"},"hostedApiKey":"none"},"sap_concur_approve_expense_report":{"id":"sap_concur_approve_expense_report","name":"SAP Concur Approve Expense Report","description":"Approve an expense report as a manager (PATCH /expensereports/v4/reports/{reportId}/approve). Optional body fields: comment, expenseRejectedComment (required if the report has rejected expenses), expectedStepCode, expectedStepSequence, statusId (default A_APPR).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to approve"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional request body. All fields are optional: `comment` (e.g., { \\"comment\\": \\"Approved\\" }), `expenseRejectedComment` (required only if the report contains rejected expenses), `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}},"hostedApiKey":"none"},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee association payload with exactly two top-level fields: \\"noShowAttendeeCount\\" (integer, default 0) and \\"expenseAttendeeList\\" (array). Each entry in expenseAttendeeList requires \\"attendeeId\\" (string) and \\"transactionAmount\\" (object: { \\"value\\": number, \\"currencyCode\\": string }), and optionally accepts \\"customData\\", \\"isAmountUserEdited\\" (boolean), \\"isTraveling\\" (boolean), \\"associatedAttendeeCount\\" (integer), and \\"versionNumber\\" (integer). Example: { \\"noShowAttendeeCount\\": 0, \\"expenseAttendeeList\\": [{ \\"attendeeId\\": \\"gWmMv2Ii5rGtEBTBhBqUw\\", \\"transactionAmount\\": { \\"value\\": 23, \\"currencyCode\\": \\"USD\\" } }] }. Note: the object form follows the request schema (Amount = value + currencyCode, both required), but the documented POST example sends a scalar \\"transactionAmount\\": 23 — the docs conflict here."}},"hostedApiKey":"none"},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload. Required fields: amountRequested ({ currency, amount }), name, and userId. Optional fields: accountCode, comment, purpose. The Concur docs are inconsistent on casing — the reference request example and the API Explorer swagger both use userId, while the schema table spells it userID; if a request is rejected with a 400, retry with the other spelling."}},"hostedApiKey":"none"},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}},"hostedApiKey":"none"},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). Required body fields: name, policyId.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who will own the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (creating own report) or PROXY (creating on behalf of another user)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Report payload — `name` and `policyId` are required. Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}},"hostedApiKey":"none"},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: listId, shortCode, value. Optional: parentId or parentCode (mutually exclusive). Note: Concur rejects shortCode/value containing hyphens."}},"hostedApiKey":"none"},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload. Required: exactly one of userId, userEmail, or userLoginId; currencyCode (ISO 4217); and lineItems[]. Each line item requires purchaseType (GOODS or SERVICES), vendorCode, vendorAddressCode, description, quantity, and unitPrice."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses). TRAVELER is the only supported context type.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PNG, PDF, TIFF, JPEG. Maximum size 50 MB"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload. Required: expenseTypeId, transactionAmount {currencyCode, value}, transactionDate (YYYY-MM-DD). Optional: comment, entryDetails, location {city, countryCode, countrySubDivisionCode, id, name}, paymentTypeId (CASHX | CPAID | PENDC), vendor."}},"hostedApiKey":"none"},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}},"hostedApiKey":"none"},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload. Supported fields: name, businessPurpose, startDate/endDate (YYYY-MM-DD), startTime/endTime (HH:mm), mainDestination ({ city, countryCode, countrySubDivisionCode, name }), policy ({ id }), and custom1-custom20 ({ value } or { code, value }). An id field is not allowed."}},"hostedApiKey":"none"},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload. Required: schemas (include both \\"urn:ietf:params:scim:schemas:core:2.0:User\\" and \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\"), userName, name.familyName, name.givenName, emails[].value, and companyId — which is required and immutable and must be set inside the \\"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\\" block, not at the top level. Optional: active, displayName, timezone, and other SCIM User attributes."}},"hostedApiKey":"none"},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}},"hostedApiKey":"none"},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}},"hostedApiKey":"none"},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item from all lists that contain it (DELETE /list/v4/items/{itemId}). This is not scoped to a single list, and all children of that list item are also deleted.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}},"hostedApiKey":"none"},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur user UUID of the Request owner — required when using the default `client_credentials` (company) grant; omitting it returns 400 `missingRequiredParam`."}},"hostedApiKey":"none"},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Hard delete a user identity (DELETE /profile/identity/v4.1/Users/{id}). Not recommended: SAP restricts hard delete to users with no transaction history and governs it by the Concur Data Retention policy. To deactivate a user instead, use SAP Concur Update User with a PATCH replacing active with false.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}},"hostedApiKey":"none"},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}},"hostedApiKey":"none"},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The budget item header\'s key field (uuid)"}},"hostedApiKey":"none"},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID"}},"hostedApiKey":"none"},"sap_concur_get_expected_expense":{"id":"sap_concur_get_expected_expense","name":"SAP Concur Get Expected Expense","description":"Get an expected expense (GET /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_get_expense":{"id":"sap_concur_get_expense","name":"SAP Concur Get Expense","description":"Get a single expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_get_expense_report":{"id":"sap_concur_get_expense_report","name":"SAP Concur Get Expense Report","description":"Retrieve a single expense report header by id via Expense Report v4 (/expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report), MANAGER (report under approval), PROCESSOR, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}},"hostedApiKey":"none"},"sap_concur_get_itemizations":{"id":"sap_concur_get_itemizations","name":"SAP Concur Get Expense Itemizations","description":"Get expense itemizations (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/itemizations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (the only value the endpoint supports)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_get_itinerary":{"id":"sap_concur_get_itinerary","name":"SAP Concur Get Trip","description":"Get a single trip/itinerary (GET /api/travel/trip/v1.1/{tripID}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"tripId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trip ID"},"useridType":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier type. The only value documented for Trips v1.1 is \\"login\\" (the value is the user login id); xmlsyncid and uuid are Travel Profile v2 identifier types and are not documented for this endpoint."},"useridValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier value (paired with useridType)"},"systemFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional response format. The only supported value is \\"Tripit\\", which returns a completely different XML document rooted at <Response><Trip> instead of the standard itinerary document."}},"hostedApiKey":"none"},"sap_concur_get_list":{"id":"sap_concur_get_list","name":"SAP Concur Get List","description":"Get a single custom list (GET /list/v4/lists/{listId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"}},"hostedApiKey":"none"},"sap_concur_get_list_item":{"id":"sap_concur_get_list_item","name":"SAP Concur Get List Item","description":"Get a single list item (GET /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item ID"}},"hostedApiKey":"none"},"sap_concur_get_purchase_request":{"id":"sap_concur_get_purchase_request","name":"SAP Concur Get Purchase Request","description":"Get a purchase request by ID (GET /purchaserequest/v4/purchaserequests/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"purchaseRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Purchase request ID"}},"hostedApiKey":"none"},"sap_concur_get_receipt":{"id":"sap_concur_get_receipt","name":"SAP Concur Get Receipt","description":"Get a single receipt by ID (GET /receipts/v4/{receiptId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"receiptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Receipt ID"}},"hostedApiKey":"none"},"sap_concur_get_receipt_status":{"id":"sap_concur_get_receipt_status","name":"SAP Concur Get Receipt Status","description":"Get receipt processing status (GET /receipts/v4/status/{receiptId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"receiptId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Receipt ID"}},"hostedApiKey":"none"},"sap_concur_get_request_cash_advance":{"id":"sap_concur_get_request_cash_advance","name":"SAP Concur Get Request Cash Advance","description":"Get a single cash advance assigned to a travel request (GET /travelrequest/v4/cashadvances/{cashAdvanceUuid}). This endpoint exists for feature parity only and will be deprecated in the future — SAP recommends relying on the list of cash advances link available in the Request payload response instead.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance UUID (returned as part of a travel request)"}},"hostedApiKey":"none"},"sap_concur_get_travel_profile":{"id":"sap_concur_get_travel_profile","name":"SAP Concur Get Travel Profile","description":"Get a travel profile (GET /api/travelprofile/v2.0/profile). 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If empty when using a Company token the default system user will be assumed to perform the action."}},"hostedApiKey":"none"},"sap_concur_get_user":{"id":"sap_concur_get_user","name":"SAP Concur Get User","description":"Get a single user by UUID (GET /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated SCIM attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_issue_cash_advance":{"id":"sap_concur_issue_cash_advance","name":"SAP Concur Issue Cash Advance","description":"Issue a cash advance (POST /cashadvance/v4.1/cashadvances/{cashAdvanceId}/issue).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID to issue"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional request body. All documented fields are optional: accountCode, comment, and exchangeRate."}},"hostedApiKey":"none"},"sap_concur_list_allocations":{"id":"sap_concur_list_allocations","name":"SAP Concur List Allocations","description":"List allocations on an expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/allocations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or MANAGER"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_list_attendee_associations":{"id":"sap_concur_list_attendee_associations","name":"SAP Concur List Attendee Associations","description":"List attendees associated with an expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_list_budget_categories":{"id":"sap_concur_list_budget_categories","name":"SAP Concur List Budget Categories","description":"List budget categories (GET /budget/v4/budgetCategory).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"}},"hostedApiKey":"none"},"sap_concur_list_budgets":{"id":"sap_concur_list_budgets","name":"SAP Concur List Budgets","description":"List budget item headers (GET /budget/v4/budgetItemHeader).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"adminView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns all budgets the caller can administer (default false)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page offset (Concur returns up to 50 budget headers per page)"},"responseSchema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response schema variant: \\"COMPACT\\" returns a smaller payload. Defaults to the non-compact schema"}},"hostedApiKey":"none"},"sap_concur_list_exceptions":{"id":"sap_concur_list_exceptions","name":"SAP Concur List Report Exceptions","description":"List exceptions on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/exceptions).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"excludeExpenses":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return only exceptions for the report header, excluding expense-level and allocation-level exceptions (default false)"}},"hostedApiKey":"none"},"sap_concur_list_expected_expenses":{"id":"sap_concur_list_expected_expenses","name":"SAP Concur List Expected Expenses","description":"List expected expenses on a travel request (GET /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}},"hostedApiKey":"none"},"sap_concur_list_expense_reports":{"id":"sap_concur_list_expense_reports","name":"SAP Concur List Expense Reports","description":"List expense reports (GET /api/v3.0/expense/reports). 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The previous response returns NextPage as a full URI — extract its `offset` query parameter and pass that value here, not the whole URI."}},"hostedApiKey":"none"},"sap_concur_list_expenses":{"id":"sap_concur_list_expenses","name":"SAP Concur List Expenses","description":"List expenses on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (the only value the endpoint supports)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}},"hostedApiKey":"none"},"sap_concur_list_itineraries":{"id":"sap_concur_list_itineraries","name":"SAP Concur List Trips","description":"List travel trips/itineraries (GET /api/travel/trip/v1.1).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips starting on/after this date (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter trips ending on/before this date (YYYY-MM-DD)"},"bookingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by booking type. Supported values are capitalized: Air, Car, Dining, Hotel, Parking, Rail, Ride."},"useridType":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier type. The only value documented for Trips v1.1 is \\"login\\" (the value is the user login id); xmlsyncid and uuid are Travel Profile v2 identifier types and are not documented for this endpoint."},"useridValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"User identifier value (paired with useridType)"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever itemsPerPage or page is provided."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number. Concur only paginates when includeMetadata is also sent, so this tool sets includeMetadata automatically whenever page or itemsPerPage is provided."},"includeMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include paging metadata in the response. Implied when page or itemsPerPage is set."},"includeCanceledTrips":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include canceled trips in the result set"},"createdAfterDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created after this date (YYYY-MM-DD)"},"createdBeforeDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips created before this date (YYYY-MM-DD)"},"lastModifiedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only trips modified on/after this date (YYYY-MM-DD)"},"includeVirtualTrip":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"1\\" to include virtual trips, which carry the offline segments booked through Concur Request."},"includeGuestBookings":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include trips booked on behalf of guests. Defaults to false."}},"hostedApiKey":"none"},"sap_concur_list_list_items":{"id":"sap_concur_list_list_items","name":"SAP Concur List List Items","description":"List the top-level items (children) for a custom list (GET /list/v4/lists/{listId}/children).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: value or shortCode"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"hasChildren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include only items that have children"},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"shortCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by display value"},"shortCodeOrValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by short code OR value"}},"hostedApiKey":"none"},"sap_concur_list_lists":{"id":"sap_concur_list_lists","name":"SAP Concur List Lists","description":"List custom lists (GET /list/v4/lists).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based; page size is fixed at 100)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: name, levelcount, or listcategory"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by list name. Accepts an operator prefix: sw: (starts with), ew: (ends with), not:, cp: (contains) (e.g. \\"sw:Cost\\")."},"categoryType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by category type (mapped to the category.type query param). Accepts an operator prefix: eq:, not:."},"isDeleted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deletion status. Pass \\"true\\" or \\"false\\" as a string because the filter also accepts the eq operator prefix (eq:true) — eq is the only operator this filter supports."},"levelCount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by number of levels. Accepts an operator prefix: eq:, gt:, gte:, lt:, lte: (e.g. \\"eq:1\\", \\"gt:2\\", \\"lte:9\\")."}},"hostedApiKey":"none"},"sap_concur_list_receipts":{"id":"sap_concur_list_receipts","name":"SAP Concur List Receipts","description":"List receipts for a user (GET /receipts/v4/users/{userId}). Concur documents no query parameters for this endpoint, so page size and offset cannot be controlled; follow the \\"next\\" URL in the response to page forward.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"}},"hostedApiKey":"none"},"sap_concur_list_report_comments":{"id":"sap_concur_list_report_comments","name":"SAP Concur List Report Comments","description":"List comments on a report (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"includeAllComments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include comments from all expenses in the report (default false)"}},"hostedApiKey":"none"},"sap_concur_list_reports_to_approve":{"id":"sap_concur_list_reports_to_approve","name":"SAP Concur List Reports To Approve","description":"List expense reports awaiting approval (GET /expensereports/v4/users/{userId}/context/MANAGER/reportsToApprove).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Manager user UUID"},"contextType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access context: must be MANAGER (default)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Report field name to sort by (e.g., reportDate)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc"},"includeDelegateApprovals":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include reports the caller can approve as a delegate"}},"hostedApiKey":"none"},"sap_concur_list_travel_profiles_summary":{"id":"sap_concur_list_travel_profiles_summary","name":"SAP Concur List Travel Profiles Summary","description":"List travel profile summaries (GET /api/travelprofile/v2.0/summary). LastModifiedDate is required by Concur.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"lastModifiedDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Required UTC datetime in YYYY-MM-DDThh:mm:ss format"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-based page number"},"itemsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Items per page (max 200)"},"travelConfigs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated travel configuration ids"},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user state: \\"1\\" returns active users, \\"0\\" returns inactive users."}},"hostedApiKey":"none"},"sap_concur_list_travel_request_comments":{"id":"sap_concur_list_travel_request_comments","name":"SAP Concur List Travel Request Comments","description":"List comments on a travel request (GET /travelrequest/v4/requests/{requestUuid}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"}},"hostedApiKey":"none"},"sap_concur_list_travel_requests":{"id":"sap_concur_list_travel_requests","name":"SAP Concur List Travel Requests","description":"List travel requests (GET /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"view":{"type":"string","required":false,"visibility":"user-or-llm","description":"View filter: ALL, ACTIVE, ACTIVEAPPROVED, UNSUBMITTED, PENDING, VALIDATED, APPROVED, CANCELED, CLOSED, SUBMITTED, TOAPPROVE, PENDINGEBOOKING, PENDINGPROPOSAL, PROPOSALAPPROVED, or PROPOSALCANCELED. Defaults to ALL when omitted. The three TMC-agent views (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) require userId."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Records per page (default 10, maximum 100 — higher values return 400)"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page start cursor (offset)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"For a traveler view, the unique identifier of the Request owner to search for. For an approver view, the unique identifier of the approver. For a TMC-agent view (PENDINGPROPOSAL, PROPOSALAPPROVED, PROPOSALCANCELED) this is required and is the unique identifier of the TMC agent."},"approvedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved before this date"},"approvedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests approved after this date"},"modifiedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified before this date"},"modifiedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date — return requests modified after this date"},"sortField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: startDate, approvalStatus, or requestId (default startDate)"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: ASC or DESC (default DESC)"}},"hostedApiKey":"none"},"sap_concur_list_users":{"id":"sap_concur_list_users","name":"SAP Concur List Users","description":"List Concur user identities (GET /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of users to return (default 100, max 1000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"SCIM v4.1 pagination cursor — the nextCursor value returned by a prior call"},"attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to include in the response"},"excludedAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to exclude from the response"}},"hostedApiKey":"none"},"sap_concur_move_travel_request":{"id":"sap_concur_move_travel_request","name":"SAP Concur Move Travel Request","description":"Move a travel request through workflow (POST /travelrequest/v4/requests/{requestUuid}/{action}). Valid actions: submit, recall, cancel, approve, sendback, close, reopen.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow action: submit, recall, cancel, approve, sendback, close, reopen"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the status transition. Required when connecting with a Company token for traveler and Non traveler actions only; not required for External system validation actions. If empty, a 400 `missingRequiredParam` error code is returned. For non-traveler actions, if not provided, \\"System, Concur\\" is displayed in the Audit Trail of the Request."},"companyID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional company identifier for the workflow action (documented as `companyID`, distinct from the companyUuid auth field)"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment sent as a query parameter. Only works when the workflow action is `sendback`. This comment is visible wherever Request comments are available."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional payload — only the `sendback` action accepts one (e.g., { \\"comment\\": \\"...\\" }). Every other action takes no payload."}},"hostedApiKey":"none"},"sap_concur_recall_expense_report":{"id":"sap_concur_recall_expense_report","name":"SAP Concur Recall Expense Report","description":"Recall a submitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/recall — supported contexts: TRAVELER, PROXY). Takes no request body. This operation supports user-level access tokens: set grantType to \\"password\\" with username and password, since the default client_credentials grant yields a company-level token.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password. Recall requires a user-level access token, so set this to \\"password\\" and supply username/password — client_credentials produces a company-level token that Concur rejects for this operation."},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to recall"}},"hostedApiKey":"none"},"sap_concur_remove_all_attendees":{"id":"sap_concur_remove_all_attendees","name":"SAP Concur Remove All Attendees","description":"Remove all attendees from an expense (DELETE /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}},"hostedApiKey":"none"},"sap_concur_search_locations":{"id":"sap_concur_search_locations","name":"SAP Concur Search Locations","description":"Search Concur location reference data (GET /localities/v5/locations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text for location search. Conditional — required if none of locationNameKey, locationNameId, or locCode is present."},"locCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Location code. Conditional — required if none of locationNameKey, locationNameId, or searchText is present."},"locationNameId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID identifier of the location name. Conditional — required if none of locationNameKey, locCode, or searchText is present."},"locationNameKey":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unique key for the location name. Conditional — required if none of locationNameId, locCode, or searchText is present."},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"2-letter ISO 3166-1 country code. Only valid together with searchText."},"subdivisionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-2:2007 country subdivision (e.g. US-WA). Only valid together with searchText."},"adminRegionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Administrative region ID. Only valid together with searchText."}},"hostedApiKey":"none"},"sap_concur_search_users":{"id":"sap_concur_search_users","name":"SAP Concur Search Users","description":"Search users via SCIM .search endpoint (POST /profile/identity/v4.1/Users/.search).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM search payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:concur:2.0:SearchRequest\\"] (Concur-specific URN, not the standard SearchRequest URN). Optional: filter, count (1-1000), attributes, excludedAttributes, cursor (the nextCursor value from a prior response). The startIndex request parameter is not supported (responses still return a startIndex value)."}},"hostedApiKey":"none"},"sap_concur_send_back_expense_report":{"id":"sap_concur_send_back_expense_report","name":"SAP Concur Send Back Expense Report","description":"Send back an expense report to the employee (PATCH /expensereports/v4/reports/{reportId}/sendBack). Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}},"hostedApiKey":"none"},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit). Takes no request body.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"}},"hostedApiKey":"none"},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON Merge Patch (RFC 7386) payload. Must be the two-key envelope { \\"allocation\\": { \\"customData\\": [{ \\"id\\": \\"custom9\\", \\"value\\": \\"...\\", \\"isValid\\": true }] }, \\"expenseIds\\": [\\"29EE...\\"] }."}},"hostedApiKey":"none"},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}},"hostedApiKey":"none"},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}). Only Company JWT authentication is allowed on this endpoint — the password grant is rejected. A submitted report cannot be updated once it has reached a Paid workflow status. Although the primary intent of this operation is for submitted report updates, it also works on unsubmitted reports, but with the same limited set of fields.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}},"hostedApiKey":"none"},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). The body must always include `reportSource` (EA, MOB, OTHER, SE, TR, or UI).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report. `reportSource` is REQUIRED by Concur on every update — one of \\"EA\\", \\"MOB\\", \\"OTHER\\", \\"SE\\", \\"TR\\", \\"UI\\" (use \\"OTHER\\" if unknown). Other updatable fields: businessPurpose, comment, country, countryCode, countrySubDivisionCode, customData, endDate, isCopyDownInherited, isPaperReceiptsReceived, name, policy, policyId, redirectFund, reportDate, startDate."}},"hostedApiKey":"none"},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}},"hostedApiKey":"none"},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the user performing the update. Optional. Will be taken into account only if calling with a Company token. If not provided the update will be performed as \\"Concur System\\"."},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request. Partial update is supported. Only these fields are updatable: comment, startDate, startTime, endDate, endTime, expensePolicy, name, businessPurpose, mainDestination, travelAgency, and the custom1-custom20 fields — any other field is silently ignored. Pass an unquoted null to clear a field."}},"hostedApiKey":"none"},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH payload. Required: schemas: [\\"urn:ietf:params:scim:api:messages:2.0:PatchOp\\"] and Operations, an array of { op, path, value } where op is add, replace, or remove. If the target location is a multi-valued attribute and no filter is specified, the attribute and all values are replaced. Example: deactivate a user with { op: \\"replace\\", path: \\"active\\", value: false }."}},"hostedApiKey":"none"},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). Body contains a currency_sets array, each with from_crn_code, to_crn_code, start_date (YYYY-MM-DD), and rate.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Bulk upload body: { currency_sets: [{ from_crn_code, to_crn_code, start_date: \\"YYYY-MM-DD\\", rate }] } (max 100 entries)"}},"hostedApiKey":"none"},"sap_concur_upload_receipt_image":{"id":"sap_concur_upload_receipt_image","name":"SAP Concur Upload Receipt Image","description":"Upload an image-only receipt (POST /receipts/v4/users/{userId}/image-only-receipts).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the receipt"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image file (UserFile reference). Supported formats: png, jpg, jpeg, tiff, tif, gif, pdf. TIFF/TIF files are converted to PDF server-side. Maximum size 25 MB."}},"hostedApiKey":"none"},"sap_s4hana_create_business_partner":{"id":"sap_s4hana_create_business_partner","name":"SAP S/4HANA Create Business Partner","description":"Create a business partner in SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_BusinessPartner). For Person category 1 provide FirstName and LastName. For Organization category 2 provide OrganizationBPName1.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartnerCategory":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerCategory: \\"1\\" Person, \\"2\\" Organization, \\"3\\" Group"},"businessPartnerGrouping":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerGrouping (number range / role grouping configured in S/4HANA, e.g. \\"0001\\")"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"FirstName (required for Person)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"LastName (required for Person)"},"organizationBPName1":{"type":"string","required":false,"visibility":"user-or-llm","description":"OrganizationBPName1 (required for Organization)"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_BusinessPartner fields merged into the create payload"}},"hostedApiKey":"none"},"sap_s4hana_create_purchase_order":{"id":"sap_s4hana_create_purchase_order","name":"SAP S/4HANA Create Purchase Order","description":"Create a purchase order in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder). PurchaseOrder is auto-assigned by SAP from the document number range; provide line items via the body parameter.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrderType (e.g., \\"NB\\" Standard PO)"},"companyCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"CompanyCode (4 chars, e.g., \\"1010\\")"},"purchasingOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingOrganization (4 chars)"},"purchasingGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingGroup (3 chars)"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier business partner key (up to 10 chars)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"A_PurchaseOrder body containing to_PurchaseOrderItem deep-insert items (required by SAP) plus any additional header fields, e.g., {\\"to_PurchaseOrderItem\\":[{\\"PurchaseOrderItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"OrderQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"PurchaseOrderQuantityUnit\\":\\"PC\\",\\"NetPriceAmount\\":\\"100.00\\",\\"DocumentCurrency\\":\\"USD\\"}]}."}},"hostedApiKey":"none"},"sap_s4hana_create_purchase_requisition":{"id":"sap_s4hana_create_purchase_requisition","name":"SAP S/4HANA Create Purchase Requisition","description":"Create a purchase requisition in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader). PurchaseRequisition is auto-assigned by SAP from the document number range; provide line items via the to_PurchaseReqnItem deep-insert array. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisitionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisitionType (e.g., \\"NB\\" Standard PR)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"to_PurchaseReqnItem deep-insert array (e.g., [{\\"PurchaseRequisitionItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"BaseUnit\\":\\"PC\\",\\"DeliveryDate\\":\\"/Date(1735689600000)/\\"}])"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional A_PurchaseRequisitionHeader fields merged into the create payload (e.g., {\\"PurReqnDescription\\":\\"Office supplies\\"})"}},"hostedApiKey":"none"},"sap_s4hana_create_sales_order":{"id":"sap_s4hana_create_sales_order","name":"SAP S/4HANA Create Sales Order","description":"Create a sales order in SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with deep insert of sales order items via to_Item.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrderType (e.g., \\"OR\\" Standard Order)"},"salesOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrganization (4 chars, e.g., \\"1010\\")"},"distributionChannel":{"type":"string","required":true,"visibility":"user-or-llm","description":"DistributionChannel (2 chars, e.g., \\"10\\")"},"organizationDivision":{"type":"string","required":true,"visibility":"user-or-llm","description":"OrganizationDivision (2 chars, e.g., \\"00\\")"},"soldToParty":{"type":"string","required":true,"visibility":"user-or-llm","description":"SoldToParty business partner key (up to 10 chars)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of sales order items for to_Item deep insert. Each item should include Material and RequestedQuantity (e.g., [{\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"1\\"}])."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_SalesOrder fields merged into the create payload"}},"hostedApiKey":"none"},"sap_s4hana_delete_sales_order":{"id":"sap_s4hana_delete_sales_order","name":"SAP S/4HANA Delete Sales Order","description":"Delete an A_SalesOrder entity in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). 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This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"PurchaseRequisitionType eq \'NB\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseReqnItem\\")"}},"hostedApiKey":"none"},"sap_s4hana_list_sales_orders":{"id":"sap_s4hana_list_sales_orders","name":"SAP S/4HANA List Sales Orders","description":"List sales orders from SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA 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On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SalesOrganization eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_Item,to_Partner\\")"}},"hostedApiKey":"none"},"sap_s4hana_list_supplier_invoices":{"id":"sap_s4hana_list_supplier_invoices","name":"SAP S/4HANA List Supplier Invoices","description":"List supplier invoices from SAP S/4HANA Cloud (API_SUPPLIERINVOICE_PROCESS_SRV, A_SupplierInvoice) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"InvoicingParty eq \'17300001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}},"hostedApiKey":"none"},"sap_s4hana_list_suppliers":{"id":"sap_s4hana_list_suppliers","name":"SAP S/4HANA List Suppliers","description":"List suppliers from SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_Supplier) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SupplierAccountGroup eq \'BP02\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_SupplierCompany,to_SupplierPurchasingOrg\\")"}},"hostedApiKey":"none"},"sap_s4hana_odata_query":{"id":"sap_s4hana_odata_query","name":"SAP S/4HANA OData Query","description":"Make an arbitrary OData v2 call against any SAP S/4HANA Cloud whitelisted Communication Scenario. Use when no dedicated tool exists for the entity. The integration handles auth, CSRF, and OData unwrapping. For write operations (POST/PUT/PATCH/MERGE/DELETE), pass an If-Match ETag obtained from a prior GET to avoid lost updates; misuse will mutate production data.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"service":{"type":"string","required":true,"visibility":"user-or-llm","description":"OData service name (e.g., \\"API_BUSINESS_PARTNER\\", \\"API_SALES_ORDER_SRV\\")"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path inside the service (e.g., \\"/A_BusinessPartner\\" or \\"/A_BusinessPartner(\'1000123\')\\")"},"method":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: GET (default), POST, PATCH, PUT, DELETE, MERGE"},"query":{"type":"json","required":false,"visibility":"user-or-llm","description":"OData query parameters as JSON object or query string (e.g., {\\"$filter\\":\\"BusinessPartnerCategory eq \'1\'\\",\\"$top\\":10}). $format=json is added automatically when omitted."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON request body for write operations"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag value for the If-Match header (required by SAP for PATCH/PUT/DELETE on existing entities)"}},"hostedApiKey":"none"},"sap_s4hana_update_business_partner":{"id":"sap_s4hana_update_business_partner","name":"SAP S/4HANA Update Business Partner","description":"Update fields on an A_BusinessPartner entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates. Deep updates on nested associations (e.g. to_BusinessPartnerAddress) are not supported by SAP (KBA 2833338) — use the dedicated child endpoints.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartner":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartner key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_BusinessPartner fields to update (e.g., {\\"FirstName\\":\\"Jane\\",\\"SearchTerm1\\":\\"VIP\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_purchase_order":{"id":"sap_s4hana_update_purchase_order","name":"SAP S/4HANA Update Purchase Order","description":"Update fields on an A_PurchaseOrder header in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — line-item changes are not supported via deep update on the header (SAP KBA 2833338); use the A_PurchaseOrderItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}},"hostedApiKey":"none"},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. 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Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}},"hostedApiKey":"none"},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}},"hostedApiKey":"none"},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}},"hostedApiKey":"none"},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}},"hostedApiKey":"none"},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform. Must be one of \\"search\\", \\"news\\", \\"places\\", \\"images\\", \\"videos\\", \\"shopping\\", \\"scholar\\", \\"patents\\" — any other value is rejected."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}},"hostedApiKey":"always"},"servicenow_add_incident_comment":{"id":"servicenow_add_incident_comment","name":"Add ServiceNow Incident Comment","description":"Append an internal work note or a customer-visible additional comment to a ServiceNow incident. Both are journal fields, so the text is appended rather than replacing earlier entries.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to append to the journal field."},"commentField":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which journal field to write to: \\"work_notes\\" for an internal note (default) or \\"comments\\" for a customer-visible additional comment."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results, written as aggregate^field^operator^value and comma-separated for more than one (e.g., \\"count^priority^>^3\\" or \\"count^state^=^1,avg^priority^>^3\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}},"hostedApiKey":"none"},"servicenow_close_incident":{"id":"servicenow_close_incident","name":"Close ServiceNow Incident","description":"Move a ServiceNow incident to Closed (state 7) with a resolution code and resolution notes. Which roles may close an incident is instance-configurable, so the credential may need elevated rights.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_change_request":{"id":"servicenow_create_change_request","name":"Create ServiceNow Change Request","description":"Create a change request in ServiceNow. Reference fields (assignment group, assigned to, requested by, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the change."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the change."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change category."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"requestedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Requested by (requested_by) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the CI being changed."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"justification":{"type":"string","required":false,"visibility":"user-or-llm","description":"Justification for making the change."},"implementationPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Implementation plan."},"backoutPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backout plan."},"testPlan":{"type":"string","required":false,"visibility":"user-or-llm","description":"Test plan."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_incident":{"id":"servicenow_create_incident","name":"Create ServiceNow Incident","description":"Create an incident in ServiceNow. Reference fields (caller, assignment group, assigned to, configuration item) take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"shortDescription":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short description — the one-line summary of the incident."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the incident."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Caller (caller_id) — sys_id of the sys_user who reported the incident. Use Find ServiceNow User to resolve an email address to a sys_id."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category (e.g., inquiry, software, hardware, network, database)."},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory, valid for the selected category."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority 1-5 (1 Critical … 5 Planning). Normally derived from impact and urgency, so prefer setting those."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled. Defaults to New."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the affected CI."},"businessService":{"type":"string","required":false,"visibility":"user-or-llm","description":"Service (business_service) — sys_id of the affected business service."},"contactType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel (contact_type), e.g., email, phone, self-service, chat."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to record on creation."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Customer-visible additional comment to record on creation."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}},"hostedApiKey":"none"},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}},"hostedApiKey":"none"},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}},"hostedApiKey":"none"},"servicenow_find_user":{"id":"servicenow_find_user","name":"Find ServiceNow User","description":"Look up ServiceNow users by email, user name, or display name. Use this to resolve the sys_id needed by reference fields such as caller_id, assigned_to, and approver.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact email address to match."},"userName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact user name (user_name) to match."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the display name using the ServiceNow LIKE operator, which matches anywhere in the field."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") users."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_change_next_states":{"id":"servicenow_get_change_next_states","name":"Get ServiceNow Change Next States","description":"Read the states a ServiceNow change request can actually move to next, with the instance\'s own state-to-label map and the conditions each transition still has to meet. Use this instead of assuming the base-system state codes, which a customized change model can change.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request. Use Get ServiceNow Change Request to resolve a CHG number to its sys_id."}},"hostedApiKey":"none"},"servicenow_get_change_request":{"id":"servicenow_get_change_request","name":"Get ServiceNow Change Request","description":"Retrieve a single ServiceNow change request by number (e.g., CHG0030001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_ci":{"id":"servicenow_get_ci","name":"Get ServiceNow Configuration Item","description":"Retrieve a configuration item and its CMDB relationships through the CMDB Instance API. Returns the CI attributes plus its inbound and outbound relations, each carrying the related CI and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":true,"visibility":"user-or-llm","description":"CMDB class (table) the CI belongs to, e.g., cmdb_ci_linux_server. Read it from the sys_class_name field returned by Search ServiceNow Configuration Items."},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item to retrieve."}},"hostedApiKey":"none"},"servicenow_get_incident":{"id":"servicenow_get_incident","name":"Get ServiceNow Incident","description":"Retrieve a single ServiceNow incident by number (e.g., INC0010001) or sys_id. Reference fields are returned with both their sys_id and their label by default.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_get_knowledge_article":{"id":"servicenow_get_knowledge_article","name":"Get ServiceNow Knowledge Article","description":"Retrieve the full content of a ServiceNow knowledge article by sys_id or KB number through the Knowledge Management API.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"articleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id or KB number of the knowledge article (e.g., KB0000011)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include alongside the article content (e.g., workflow_state,author)."},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO 639-1 language code. Only applies when the article is addressed by KB number and a translation exists."},"updateView":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to increment the article view count and record an entry in the Knowledge Use [kb_use] table."}},"hostedApiKey":"none"},"servicenow_get_requested_item":{"id":"servicenow_get_requested_item","name":"Get ServiceNow Requested Item","description":"Retrieve a single ServiceNow requested item (RITM) by number (e.g., RITM0010001) or sys_id from the Requested Item [sc_req_item] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record sys_id. Provide either this or the record number."},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001). Provide either this or the sys_id."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_approvals":{"id":"servicenow_list_approvals","name":"List ServiceNow Approvals","description":"List approval records from the ServiceNow Approval [sysapproval_approver] table. Defaults to the \\"requested\\" state, which is what a user\'s pending approvals look like.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approverSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the approver (sys_user) whose approvals should be listed. Use Find ServiceNow User to resolve an email address to a sys_id."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Approval state: \\"requested\\" (pending, the default), \\"approved\\", or \\"rejected\\". Pass an empty string with a custom query to list every state."},"approvalFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the record being approved, matched against the sysapproval reference field."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}},"hostedApiKey":"none"},"servicenow_list_catalog_items":{"id":"servicenow_list_catalog_items","name":"List ServiceNow Catalog Items","description":"Browse or search the ServiceNow service catalog. Returns each item with its sys_id, name, description, type, category, and catalogs, which is what Order ServiceNow Catalog Item needs.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for in the catalog items (e.g., \\"iPhone\\")."},"catalogSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific catalog, by catalog sys_id."},"categorySysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a specific category, by category sys_id."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (sysparm_limit)."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_change_requests":{"id":"servicenow_list_change_requests","name":"List ServiceNow Change Requests","description":"Search ServiceNow change requests by state, type, risk, assignment, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the change short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change type: \\"normal\\", \\"standard\\", or \\"emergency\\"."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") change requests."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_change_tasks":{"id":"servicenow_list_change_tasks","name":"List ServiceNow Change Tasks","description":"List the change tasks belonging to a ServiceNow change request, via the Change Management API. Every field is returned as {value, display_value}, so a reference field carries both its sys_id and its label. This endpoint is not the Table API: the shape is fixed with no display-value option, and the results come back under `tasks` rather than the `records` the other list operations use.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"changeSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the change request whose tasks should be listed."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"ServiceNow encoded query used to filter the tasks (e.g., \\"active=true^ORDERBYnumber\\")."},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort the returned tasks by."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tasks to return (sysparm_limit). ServiceNow defaults to 500."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tasks to skip for pagination (sysparm_offset)."}},"hostedApiKey":"none"},"servicenow_list_ci_relationships":{"id":"servicenow_list_ci_relationships","name":"List ServiceNow CI Relationships","description":"List rows from the CI Relationship [cmdb_rel_ci] table for a configuration item. Each row carries the parent CI, the child CI, and the relationship type.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the configuration item whose relationships should be listed."},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which side of the relationship the CI sits on: \\"parent\\", \\"child\\", or \\"both\\" (default). \\"both\\" matches rows where the CI is either the parent or the child."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_group_members":{"id":"servicenow_list_group_members","name":"List ServiceNow Group Members","description":"List the members of a ServiceNow group from the Group Member [sys_user_grmember] table. Each row links a user to a group, so use it to find who can be assigned work for an assignment group.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"groupSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user_group whose members should be listed."},"groupName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact group name, resolved against the referenced group record. Provide this or the group sys_id."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_incidents":{"id":"servicenow_list_incidents","name":"List ServiceNow Incidents","description":"Search ServiceNow incidents by state, priority, assignment, caller, or text. All filters are ANDed together.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to match against the incident short description using the ServiceNow LIKE operator, which matches anywhere in the field."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assignment group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the assigned user."},"callerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the caller."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") incidents."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_list_requested_items":{"id":"servicenow_list_requested_items","name":"List ServiceNow Requested Items","description":"List requested items (RITMs) from the ServiceNow Requested Item [sc_req_item] table, optionally scoped to a parent request or a catalog item. To scope by requester, pass an encoded query against the parent request, for example \\"request.requested_for=<sys_id>\\".","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"requestSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the parent request (sc_request) whose items should be listed."},"catalogItemSysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the catalog item (cat_item) to filter by."},"active":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to active (\\"true\\") or inactive (\\"false\\") requested items."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional ServiceNow encoded query, ANDed with the other filters (e.g., \\"opened_at>=javascript:gs.beginningOfLastMonth()\\")."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (sysparm_limit). Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."}},"hostedApiKey":"none"},"servicenow_order_catalog_item":{"id":"servicenow_order_catalog_item","name":"Order ServiceNow Catalog Item","description":"Submit a service catalog request for a catalog item using the Service Catalog API order_now endpoint. Returns the generated request number and sys_id.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"catalogItemSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the catalog item to order. Use List ServiceNow Catalog Items to find it."},"quantity":{"type":"number","required":false,"visibility":"user-or-llm","description":"Quantity to order. Must not be negative. Defaults to 1."},"requestedFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"sys_id of the sys_user the item is ordered for. Ordering on behalf of another user is governed by the glide.sc.req_for.roles instance properties."},"variables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Name-value pairs for the catalog item variables, as a JSON object (e.g., {\\"data_plan\\": \\"500MB\\"}). All variables the item marks mandatory must be supplied."}},"hostedApiKey":"none"},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}},"hostedApiKey":"none"},"servicenow_resolve_incident":{"id":"servicenow_resolve_incident","name":"Resolve ServiceNow Incident","description":"Move a ServiceNow incident to Resolved (state 6) with a resolution code and resolution notes.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"closeCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution code (close_code). This is a choice field whose values are configured per instance — read the choice list on your incident table and pass one of its values."},"closeNotes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resolution notes (close_notes) documenting how the incident was resolved."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). 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Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_search_cis":{"id":"servicenow_search_cis","name":"Search ServiceNow Configuration Items","description":"Search the ServiceNow CMDB for configuration items. Defaults to the base cmdb_ci table, which returns CIs of every class; pass a CI class to scope the search to a subclass such as cmdb_ci_linux_server.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"ciClass":{"type":"string","required":false,"visibility":"user-or-llm","description":"CMDB class (table) to search, e.g., cmdb_ci_linux_server or cmdb_ci_app_server. 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Omitting it sends no limit at all, and the Table API then applies its own default of 10,000 records, so always set it to what you will actually read."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (sysparm_offset)."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). 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Defaults to the session language."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated kb_knowledge fields to include in each result (e.g., workflow_state,kb_category)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of articles to return. ServiceNow defaults to 30."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of articles to skip for pagination."}},"hostedApiKey":"none"},"servicenow_update_approval":{"id":"servicenow_update_approval","name":"Approve or Reject ServiceNow Approval","description":"Approve or reject a ServiceNow approval record by setting its state on the Approval [sysapproval_approver] table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"approvalSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the approval record on the sysapproval_approver table. Use List ServiceNow Approvals to find it."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"Decision to record: \\"approved\\" or \\"rejected\\"."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment to record alongside the decision. This is a journal field."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). 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Use Move ServiceNow Change State for state transitions.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New short description."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New detailed description."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Change state coded value. Base system: -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled."},"risk":{"type":"string","required":false,"visibility":"user-or-llm","description":"Risk coded value. The choice list is configured per instance."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned start date (start_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Planned end date (end_date) as \\"YYYY-MM-DD HH:mm:ss\\" in UTC."},"closeCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close code: \\"successful\\", \\"successful_issues\\", or \\"unsuccessful\\". Required when closing a change."},"closeNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close notes describing the outcome of the change."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_change_state":{"id":"servicenow_update_change_state","name":"Move ServiceNow Change State","description":"Move a ServiceNow change request to another state. Base-system change model states are -5=New, -4=Assess, -3=Authorize, -2=Scheduled, -1=Implement, 0=Review, 3=Closed, 4=Canceled. The state machine rejects transitions whose conditions are not met.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"state":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target state coded value: -5 (New), -4 (Assess), -3 (Authorize), -2 (Scheduled), -1 (Implement), 0 (Review), 3 (Closed), or 4 (Canceled)."},"closeCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close code, required when moving to Closed (3): \\"successful\\", \\"successful_issues\\", or \\"unsuccessful\\"."},"closeNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Close notes describing the outcome of the change."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note explaining the transition."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_incident":{"id":"servicenow_update_incident","name":"Update ServiceNow Incident","description":"Update fields on an existing ServiceNow incident. Only the fields you supply are changed. Reference fields take sys_ids unless input display value is enabled.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to update. If you only have the record number, look it up first (for example with Get ServiceNow Incident)."},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New short description."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New detailed description."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Incident state coded value. Base system: 1=New, 2=In Progress, 3=On Hold, 6=Resolved, 7=Closed, 8=Canceled. Use Resolve or Close ServiceNow Incident for those transitions so the resolution fields are populated."},"impact":{"type":"string","required":false,"visibility":"user-or-llm","description":"Impact: 1 (High), 2 (Medium), or 3 (Low)."},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency: 1 (High), 2 (Medium), or 3 (Low)."},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority coded value 1-5 (1 Critical … 5 Planning)."},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category."},"subcategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subcategory."},"assignmentGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignment group (assignment_group) — sys_id of the sys_user_group."},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assigned to (assigned_to) — sys_id of the sys_user."},"cmdbCi":{"type":"string","required":false,"visibility":"user-or-llm","description":"Configuration item (cmdb_ci) — sys_id of the affected CI."},"workNotes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal work note to append."},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Customer-visible additional comment to append."},"additionalFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Any other ServiceNow fields to set, as a JSON object of raw column names (e.g., {\\"correlation_id\\": \\"abc-123\\", \\"u_custom\\": \\"x\\"}). Merged last, so it overrides the named parameters."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., number,short_description,state). Returns all fields when omitted."},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"How reference and choice fields are returned: \\"all\\" (default — both the sys_id and the label, as {value, display_value}), \\"true\\" (labels only), or \\"false\\" (raw sys_ids and coded values only)."},"inputDisplayValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to write display names into reference fields (e.g., assigned_to: \\"Beth Anglin\\") and let ServiceNow resolve them to sys_ids. Defaults to false, meaning reference fields must be sys_ids. Note that true also reinterprets date and time values in the requesting user\'s timezone rather than GMT."}},"hostedApiKey":"none"},"servicenow_update_record":{"id":"servicenow_update_record","name":"Update ServiceNow Record","description":"Update an existing record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to update (e.g., 6816f79cc0a8016401c5a33be04be441)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update as JSON object (e.g., {\\"state\\": \\"2\\", \\"priority\\": \\"1\\"})"}},"hostedApiKey":"none"},"servicenow_upload_attachment":{"id":"servicenow_upload_attachment","name":"Upload ServiceNow Attachment","description":"Attach a file to a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, 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Domain identities only."},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of tags to associate with the identity: [{\\"key\\":\\"\\",\\"value\\":\\"\\"}]"},"configurationSetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default configuration set to use when sending from this identity"}},"hostedApiKey":"none"},"ses_create_template":{"id":"ses_create_template","name":"SES Create Template","description":"Create a new SES email template for use with templated email sending","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access 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Used to display forms, confirmations, and other interactive modals.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., slash command, button click)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack","requiredScopes":[]},"hostedApiKey":"none"},"slack_publish_view":{"id":"slack_publish_view","name":"Slack Publish View","description":"Publish a static view to a user\'s Home tab in Slack. Used to create or update the app\'s Home tab experience.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to publish the Home tab view to (e.g., U0BPQUNTA)"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the Home tab. 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Obtained from an interaction payload (e.g., button click within an existing modal)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal to push. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack","requiredScopes":[]},"hostedApiKey":"none"},"slack_remove_reaction":{"id":"slack_remove_reaction","name":"Slack Remove Reaction","description":"Remove an emoji reaction from a Slack message","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to remove reaction from (e.g., 1405894322.002768)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the emoji reaction to remove (without colons, e.g., thumbsup, heart, eyes)"}},"oauth":{"required":true,"provider":"slack","requiredScopes":["reactions:write"]},"hostedApiKey":"none"},"slack_rename_agent_session_v2":{"id":"slack_rename_agent_session_v2","name":"Slack Rename Agent Session","description":"Rename the Slack agent session associated with a thread.","version":"2.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"hidden","description":"Slack authentication method"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Custom Slack bot token"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Resolved custom Slack bot token"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the agent session thread"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the thread associated with the agent session"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"New agent session title, from 1 to 200 characters"}},"oauth":{"required":true,"provider":"slack","requiredScopes":["chat:write"],"credentialKind":"service-account"},"hostedApiKey":"none"},"slack_rename_conversation":{"id":"slack_rename_conversation","name":"Slack Rename Conversation","description":"Rename an existing Slack channel.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to rename (e.g., C1234567890)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New channel name (lowercase letters, numbers, hyphens, underscores only; max 80 characters)"}},"oauth":{"required":true,"provider":"slack","requiredScopes":[]},"hostedApiKey":"none"},"slack_schedule_message":{"id":"slack_schedule_message","name":"Slack Schedule Message","description":"Schedule a message to be sent to a Slack channel or DM at a future time.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel, private group, or DM to receive the message (e.g., C1234567890)"},"postAt":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp (seconds) representing the future time the message should post"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates a scheduled thread reply)"}},"oauth":{"required":true,"provider":"slack","requiredScopes":["chat:write"]},"hostedApiKey":"none"},"slack_set_agent_session_status_v2":{"id":"slack_set_agent_session_status_v2","name":"Slack Set Agent Session Status","description":"Create or update the state of a Slack agent session associated with a thread.","version":"2.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"hidden","description":"Slack authentication method"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Custom Slack bot token"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Resolved custom Slack bot token"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the agent session thread"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the thread associated with the agent session"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Agent session state: active, processing, suspended, or closed"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title used when creating the agent session, up to 200 characters"},"initiatorUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID that initiated the session"},"iconEmoji":{"type":"string","required":false,"visibility":"user-or-llm","description":"Emoji used to customize the agent identity"},"iconUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Image URL used to customize the agent identity"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name used to customize the agent identity"}},"oauth":{"required":true,"provider":"slack","requiredScopes":["chat:write","chat:write.customize"],"credentialKind":"service-account"},"hostedApiKey":"none"},"slack_set_conversation_purpose":{"id":"slack_set_conversation_purpose","name":"Slack Set Conversation Purpose","description":"Set the purpose (description) for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"purpose":{"type":"string","required":true,"visibility":"user-or-llm","description":"New purpose/description text (max 250 characters)"}},"oauth":{"required":true,"provider":"slack","requiredScopes":[]},"hostedApiKey":"none"},"slack_set_conversation_topic":{"id":"slack_set_conversation_topic","name":"Slack Set Conversation Topic","description":"Set the topic for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"topic":{"type":"string","required":true,"visibility":"user-or-llm","description":"New topic text (max 250 characters; no formatting or linkification)"}},"oauth":{"required":true,"provider":"slack","requiredScopes":[]},"hostedApiKey":"none"},"slack_set_status":{"id":"slack_set_status","name":"Slack Set Assistant Status","description":"Set or clear the assistant thread status indicator (the loading shimmer) on a Slack AI app thread. 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0 uses Snowflake maximum of 604800 seconds"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database name"},"schema":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schema name"},"taskName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task name without a database or schema prefix"}},"hostedApiKey":"none"},"snowflake_suspend_warehouse":{"id":"snowflake_suspend_warehouse","name":"Snowflake Suspend Warehouse","description":"Suspend a Snowflake virtual warehouse.","version":"1.0.0","params":{"oauthCredential":{"type":"string","required":true,"visibility":"user-only","description":"Snowflake credential (account host and programmatic access token)"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Programmatic access token injected by the executor from the selected credential"},"domain":{"type":"string","required":false,"visibility":"hidden","description":"Snowflake account host injected by the executor from the selected credential"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Snowflake role to use for this statement"},"statementTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Statement timeout in seconds; 0 uses Snowflake maximum of 604800 seconds"},"warehouseName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Warehouse name"}},"hostedApiKey":"none"},"snowflake_unload_data":{"id":"snowflake_unload_data","name":"Snowflake Unload Data","description":"Export a Snowflake table to files in a stage with COPY INTO.","version":"1.0.0","params":{"oauthCredential":{"type":"string","required":true,"visibility":"user-only","description":"Snowflake credential (account host and programmatic access token)"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Programmatic access token injected by the executor from the selected credential"},"domain":{"type":"string","required":false,"visibility":"hidden","description":"Snowflake account host injected by the executor from the selected credential"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Snowflake role to use for this statement"},"statementTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Statement timeout in seconds; 0 uses Snowflake maximum of 604800 seconds"},"warehouse":{"type":"string","required":false,"visibility":"user-or-llm","description":"Warehouse to use for this statement; defaults to the PAT user setting"},"maxRows":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum result rows; defaults to 1000 with a Sim safety limit of 10000"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database name"},"schema":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schema name"},"stagePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination stage reference, for example @EXPORTS/daily"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source table to unload. To export a query result, materialize it first as a view or with CREATE TABLE AS SELECT, then unload that"},"fileFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Named file format applied to the unloaded files"},"header":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to write column headings into the unloaded files; supported for CSV and Parquet only"},"overwrite":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to replace existing files with matching names in the stage"},"singleFile":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to write one file instead of splitting the output across files"},"maxFileSizeBytes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Upper size limit per unloaded file in bytes; Snowflake defaults to 16777216 (16 MB) and allows up to 5368709120 (5 GB)"}},"hostedApiKey":"none"},"snowflake_update_rows":{"id":"snowflake_update_rows","name":"Snowflake Update Rows","description":"Update matching rows with a bound MERGE statement without inserting new rows.","version":"1.0.0","params":{"oauthCredential":{"type":"string","required":true,"visibility":"user-only","description":"Snowflake credential (account host and programmatic access token)"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Programmatic access token injected by the executor from the selected credential"},"domain":{"type":"string","required":false,"visibility":"hidden","description":"Snowflake account host injected by the executor from the selected credential"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Snowflake role to use for this statement"},"statementTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Statement timeout in seconds; 0 uses Snowflake maximum of 604800 seconds"},"warehouse":{"type":"string","required":false,"visibility":"user-or-llm","description":"Warehouse to use for this statement; defaults to the PAT user setting"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database name"},"schema":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schema name"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target Snowflake table name within the selected database and schema context"},"rows":{"type":"json","required":true,"visibility":"user-or-llm","description":"Non-empty JSON array of row objects with matching keys. For bulk loads, stage the files and use Load Data instead."},"matchColumns":{"type":"array","required":true,"visibility":"user-or-llm","description":"Columns used to match target rows. Match values must be non-null and unique across the submitted rows.","items":{"type":"string"}}},"hostedApiKey":"none"},"snowflake_upsert_rows":{"id":"snowflake_upsert_rows","name":"Snowflake Upsert Rows","description":"Update matching rows and insert unmatched rows with a bound MERGE statement.","version":"1.0.0","params":{"oauthCredential":{"type":"string","required":true,"visibility":"user-only","description":"Snowflake credential (account host and programmatic access token)"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Programmatic access token injected by the executor from the selected credential"},"domain":{"type":"string","required":false,"visibility":"hidden","description":"Snowflake account host injected by the executor from the selected credential"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Snowflake role to use for this statement"},"statementTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Statement timeout in seconds; 0 uses Snowflake maximum of 604800 seconds"},"warehouse":{"type":"string","required":false,"visibility":"user-or-llm","description":"Warehouse to use for this statement; defaults to the PAT user setting"},"database":{"type":"string","required":true,"visibility":"user-or-llm","description":"Database name"},"schema":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schema name"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target Snowflake table name within the selected database and schema context"},"rows":{"type":"json","required":true,"visibility":"user-or-llm","description":"Non-empty JSON array of row objects with matching keys. For bulk loads, stage the files and use Load Data instead."},"matchColumns":{"type":"array","required":true,"visibility":"user-or-llm","description":"Columns used to match target rows. Match values must be non-null and unique across the submitted rows.","items":{"type":"string"}}},"hostedApiKey":"none"},"splunk_cancel_search_job":{"id":"splunk_cancel_search_job","name":"Splunk Cancel Search Job","description":"Cancel a running Splunk search job and delete its result cache.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job to cancel (e.g. 1457683115.100)"}},"hostedApiKey":"none"},"splunk_create_search_job":{"id":"splunk_create_search_job","name":"Splunk Create Search Job","description":"Start a Splunk search job and return its search ID (sid). The search runs asynchronously — poll its status and fetch results separately.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"SPL search string (e.g. index=main sourcetype=access_combined | timechart count). The leading \\"search\\" command is added automatically when omitted."},"earliestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest (inclusive) time bound — relative (e.g. -24h) or absolute time"},"latestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest (exclusive) time bound — relative (e.g. now) or absolute time"},"execMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Execution mode: normal (returns the sid immediately) or blocking (returns the sid once the job completes). Defaults to normal. oneshot is rejected here because it returns results instead of a sid — use Splunk Run Search for that."},"adhocSearchLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: verbose, fast, or smart. Defaults to fast."},"searchId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom search ID to assign to the job. A random ID is generated when omitted."},"indexEarliest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest (inclusive) time bound based on index time rather than event time"},"indexLatest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest (exclusive) time bound based on index time rather than event time"},"enableLookups":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether lookups are applied to events. Defaults to true."},"allowPartialResults":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the job may return partial results when a search peer fails. Defaults to true."},"autoCancel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cancel the job after this many seconds of inactivity (e.g. 300). 0 never auto-cancels."},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events accessible in any given status bucket, and in transforming mode the maximum number of results to store. Defaults to 10000."}},"hostedApiKey":"none"},"splunk_dispatch_saved_search":{"id":"splunk_dispatch_saved_search","name":"Splunk Dispatch Saved Search","description":"Run a Splunk saved search immediately and return the search ID (sid) of the dispatched job.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the saved search to run (e.g. Errors in the last 24 hours)"},"triggerActions":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to trigger the saved search alert actions on this run"},"dispatchEarliestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override the earliest time bound for this run — relative (e.g. -24h) or absolute time"},"dispatchLatestTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override the latest time bound for this run — relative (e.g. now) or absolute time"},"dispatchMaxCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results before the search is finalized (e.g. 10000)"},"dispatchMaxTime":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of seconds before the search is finalized (e.g. 300)"},"dispatchTtl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds for the search artifacts when no actions are triggered (e.g. 600)"},"forceDispatch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Start a new search even when another instance of this saved search is already running"}},"hostedApiKey":"none"},"splunk_get_fired_alerts":{"id":"splunk_get_fired_alerts","name":"Splunk Get Fired Alerts","description":"List the unexpired triggered instances of a Splunk alert by saved search name, including severity, trigger time, and the search ID of each firing.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the alerting saved search (e.g. Errors in the last 24 hours). Use - to return the fired alerts of every saved search — this endpoint documents \\"Request parameters: None\\", so there is no count or offset to bound that with. Name one saved search unless you really want all of them."}},"hostedApiKey":"none"},"splunk_get_saved_search":{"id":"splunk_get_saved_search","name":"Splunk Get Saved Search","description":"Get the configuration of a single Splunk saved search by name, including its SPL, schedule, and alert settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the saved search (e.g. Errors in the last 24 hours)"}},"hostedApiKey":"none"},"splunk_get_search_job":{"id":"splunk_get_search_job","name":"Splunk Get Search Job","description":"Get the status and progress of a Splunk search job by search ID, including dispatch state, completion progress, and event/result counts.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job to inspect (e.g. 1457683115.100)"}},"hostedApiKey":"none"},"splunk_get_search_results":{"id":"splunk_get_search_results","name":"Splunk Get Search Results","description":"Fetch the transformed results of a completed Splunk search job by search ID, with pagination.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"sid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search ID of the job whose results to fetch (e.g. 1457683115.100)"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of result rows to return. Defaults to 100. Page through larger result sets with offset rather than raising this — a completed job can hold millions of rows. 0 is rejected here even though Splunk reads it as \\"every row\\"."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"First result row (0-indexed) from which to begin returning data"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return for each row (e.g. _time,host,source). Returns all fields when omitted."},"addSummaryToMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include field summary statistics in the response"}},"hostedApiKey":"none"},"splunk_list_apps":{"id":"splunk_list_apps","name":"Splunk List Apps","description":"List the apps installed on the Splunk instance with their label, version, author, and enabled state.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of apps to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first app to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_fired_alerts":{"id":"splunk_list_fired_alerts","name":"Splunk List Fired Alerts","description":"List the saved searches with currently triggered (unexpired) Splunk alerts and how many times each has fired.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of entries to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_indexes":{"id":"splunk_list_indexes","name":"Splunk List Indexes","description":"List the indexes configured on the Splunk instance with their size, event count, and retention settings.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). Leave both this and the owner empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"datatype":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter indexes by type: all, event, or metric. Splunk defaults to event, so pass all to include metric indexes."},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of indexes to return (e.g. 50). 0 returns all."},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first entry to return, for pagination"}},"hostedApiKey":"none"},"splunk_list_saved_searches":{"id":"splunk_list_saved_searches","name":"Splunk List Saved Searches","description":"List saved searches and reports configured in Splunk, including their SPL, schedule, and alert configuration.","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Splunk management URL including the management port (e.g. https://splunk.example.com:8089)"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Splunk authentication token, sent as a bearer token. Preferred over a password."},"username":{"type":"string","required":false,"visibility":"user-only","description":"Splunk username, used for basic authentication when no token is supplied"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Splunk password, used for basic authentication when no token is supplied"},"owner":{"type":"string","required":false,"visibility":"user-only","description":"Namespace owner for /servicesNS requests (e.g. admin, or nobody for app-shared objects). Leave both this and the app empty to use the authenticated user context; set only one and the other becomes the - wildcard."},"app":{"type":"string","required":false,"visibility":"user-only","description":"Namespace app context for /servicesNS requests (e.g. search). 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users updated on or after this date/time (ISO 8601)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to include: active, inactive, expired, new"},"omitStatuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to exclude: active, inactive, expired, new"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a single status: active, inactive, expired, or new"}},"hostedApiKey":"none"},"thrive_suspend_user":{"id":"thrive_suspend_user","name":"Thrive Suspend User","description":"Suspend a user in Thrive by ref, marking the account inactive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to suspend"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"The date this individual left your organisation (ISO 8601)"}},"hostedApiKey":"none"},"thrive_update_assignment":{"id":"thrive_update_assignment","name":"Thrive Update Assignment","description":"Update a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API 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Example: {\\"department\\":\\"Sales\\"}"}},"hostedApiKey":"none"},"thrive_update_user_skills":{"id":"thrive_update_user_skills","name":"Thrive Update User Skills","description":"Update skills and levels for a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"skills":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of skill objects (1-100). Each: {\\"tagName\\":\\"leadership\\",\\"level\\":1,\\"targetLevel\\":3}. level/targetLevel optional (min -1)."}},"hostedApiKey":"none"},"tiktok_get_post_status":{"id":"tiktok_get_post_status","name":"TikTok Get Post Status","description":"Check the status of a video draft upload. Use the publishId returned from Upload Video Draft to track progress.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"publishId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publish ID returned from a post/upload tool."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]},"hostedApiKey":"none"},"tiktok_get_user":{"id":"tiktok_get_user","name":"TikTok Get User","description":"Get the authenticated TikTok user profile information including display name, avatar, bio, follower count, and video statistics.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","default":"open_id,union_id,avatar_url,avatar_large_url,display_name,bio_description,profile_deep_link,is_verified,username,follower_count,following_count,likes_count,video_count","description":"Comma-separated allowlisted fields to return. open_id and display_name are always included. Available: open_id, union_id, avatar_url, avatar_large_url, display_name, bio_description, profile_deep_link, is_verified, username, follower_count, following_count, likes_count, video_count. Include avatar_url or avatar_large_url to receive avatarFile."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["user.info.basic","user.info.profile","user.info.stats"]},"hostedApiKey":"none"},"tiktok_list_videos":{"id":"tiktok_list_videos","name":"TikTok List Videos","description":"Get a list of the authenticated user\'s TikTok videos with cover images, titles, and metadata. Supports pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","default":10,"description":"Maximum number of videos to return (1-20)"},"cursor":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (from previous response)"}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]},"hostedApiKey":"none"},"tiktok_query_videos":{"id":"tiktok_query_videos","name":"TikTok Query Videos","description":"Query specific TikTok videos by their IDs to get fresh metadata including cover images, embed links, and video details.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"videoIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of video IDs to query (maximum 20)","items":{"type":"string","description":"TikTok video ID"}}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]},"hostedApiKey":"none"},"tiktok_upload_video_draft":{"id":"tiktok_upload_video_draft","name":"TikTok Upload Video Draft","description":"Send an uploaded video to the authenticated user\'s TikTok inbox for manual editing and posting. The user must open TikTok and tap the inbox notification to complete the post. Rate limit: 6 requests per minute per user.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"file":{"type":"file","required":true,"visibility":"user-only","description":"Video file to upload from the workflow. Maximum size: 250 MB."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]},"hostedApiKey":"none"},"tinybird_append_datasource":{"id":"tinybird_append_datasource","name":"Tinybird Append Data Source","description":"Append data to a Tinybird Data Source from a remote file URL (CSV, NDJSON, Parquet).","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the existing Data Source to append to. Example: \\"events_raw\\""},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Publicly accessible URL of the file to append. Example: \\"https://example.com/data.csv\\""},"format":{"type":"string","required":false,"visibility":"user-only","description":"Format of the source file: \\"csv\\" (default), \\"ndjson\\", or \\"parquet\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:APPEND or DATASOURCES:CREATE scope"}},"hostedApiKey":"none"},"tinybird_delete_datasource_rows":{"id":"tinybird_delete_datasource_rows","name":"Tinybird Delete Data Source Rows","description":"Delete rows from a Tinybird Data Source matching a SQL condition.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Data Source to delete rows from. Example: \\"events_raw\\""},"delete_condition":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE-clause condition selecting the rows to delete. Example: \\"country = \'ES\'\\" or \\"event_date < \'2024-01-01\'\\""},"dry_run":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, returns how many rows would be deleted without deleting them. Defaults to false."},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:CREATE scope"}},"hostedApiKey":"none"},"tinybird_events":{"id":"tinybird_events","name":"Tinybird Events","description":"Send events to a Tinybird Data Source using the Events API. Supports JSON and NDJSON formats with optional gzip compression.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co or https://api.us-east.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Tinybird Data Source to send events to. Example: \\"events_raw\\", \\"user_analytics\\""},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Data to send as NDJSON (newline-delimited JSON) or JSON string. Each event should be a valid JSON object. Example NDJSON: {\\"user_id\\": 1, \\"event\\": \\"click\\"}\\\\n{\\"user_id\\": 2, \\"event\\": \\"view\\"}"},"wait":{"type":"boolean","required":false,"visibility":"user-only","description":"Wait for database acknowledgment before responding. Enables safer retries but introduces latency. Defaults to false."},"format":{"type":"string","required":false,"visibility":"user-only","description":"Format of the events data: \\"ndjson\\" (default) or \\"json\\""},"compression":{"type":"string","required":false,"visibility":"user-only","description":"Compression format: \\"none\\" (default) or \\"gzip\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:APPEND or DATASOURCES:CREATE scope"}},"hostedApiKey":"none"},"tinybird_get_job":{"id":"tinybird_get_job","name":"Tinybird Get Job","description":"Check the status of an asynchronous Tinybird job (import, delete, etc.) by ID.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"job_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the job to check, as returned by an append or delete operation"},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with ADMIN scope, or the token that started the job"}},"hostedApiKey":"none"},"tinybird_query":{"id":"tinybird_query","name":"Tinybird Query","description":"Execute SQL queries against Tinybird Pipes and Data Sources using the Query API.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL query to execute. Specify your desired output format (e.g., FORMAT JSON, FORMAT CSV, FORMAT TSV). JSON format provides structured data, while other formats return raw text. Example: \\"SELECT * FROM my_datasource LIMIT 100 FORMAT JSON\\""},"pipeline":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional pipe name. When provided, enables SELECT * FROM _ syntax. Example: \\"my_pipe\\", \\"analytics_pipe\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with PIPES:READ scope"}},"hostedApiKey":"none"},"tinybird_query_pipe":{"id":"tinybird_query_pipe","name":"Tinybird Query Pipe","description":"Call a published Tinybird Pipe API Endpoint by name, passing dynamic parameters and receiving structured JSON results.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"pipe":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the published Pipe API Endpoint to call. Example: \\"top_pages\\""},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Dynamic Pipe parameters as a JSON object, sent as query-string arguments. Example: {\\"start_date\\": \\"2024-01-01\\", \\"limit\\": 10}"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional SQL to run on top of the Pipe result. Use \\"_\\" to reference the Pipe. Example: \\"SELECT count() FROM _\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with PIPES:READ scope"}},"hostedApiKey":"none"},"tinybird_truncate_datasource":{"id":"tinybird_truncate_datasource","name":"Tinybird Truncate Data Source","description":"Delete all rows from a Tinybird Data Source.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Data Source to truncate. Example: \\"events_raw\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:CREATE scope"}},"hostedApiKey":"none"},"tinyfish_cancel_run":{"id":"tinyfish_cancel_run","name":"TinyFish Cancel Run","description":"Cancel a queued or in-progress TinyFish automation run by its ID","version":"1.0.0","params":{"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the run to cancel"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"none"},"tinyfish_fetch":{"id":"tinyfish_fetch","name":"TinyFish Fetch","description":"Fetch up to 10 URLs with TinyFish, rendering JavaScript when needed, and return clean extracted content","version":"1.0.0","params":{"urls":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of 1-10 URLs to fetch"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Extraction format: \\"markdown\\" (default), \\"html\\", or \\"json\\""},"links":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Also return every outbound link found on each page"},"imageLinks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Also return every image URL found on each page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"always"},"tinyfish_get_run":{"id":"tinyfish_get_run","name":"TinyFish Get Run","description":"Get the status, extracted result, and step history of a TinyFish automation run by its ID","version":"1.0.0","params":{"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the run to look up"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"none"},"tinyfish_list_profiles":{"id":"tinyfish_list_profiles","name":"TinyFish List Browser Profiles","description":"List the Browser Context Profiles saved on the TinyFish account, with the ids an agent run can start from to reuse a logged-in session","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"none"},"tinyfish_list_runs":{"id":"tinyfish_list_runs","name":"TinyFish List Runs","description":"List TinyFish automation runs, optionally filtered by status, goal text, or creation date","version":"1.0.0","params":{"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by run status: PENDING, RUNNING, COMPLETED, FAILED, or CANCELLED"},"goal":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by goal text (case-insensitive partial match, max 500 characters)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created after this ISO 8601 timestamp"},"createdBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created before this ISO 8601 timestamp"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by creation time: \\"desc\\" (newest first, default) or \\"asc\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum runs to return (1-100, default 20)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor returned by a previous call"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"none"},"tinyfish_list_vault_items":{"id":"tinyfish_list_vault_items","name":"TinyFish List Vault Items","description":"List the credentials available from password managers connected to TinyFish, with the URIs an agent run can be scoped to","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"none"},"tinyfish_run":{"id":"tinyfish_run","name":"TinyFish Run Agent","description":"Run a TinyFish web agent against a website and wait for it to finish, returning the structured result it extracted","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target website URL the agent starts on"},"goal":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural-language description of what to accomplish on the website"},"browserProfile":{"type":"string","required":false,"visibility":"user-or-llm","description":"Browser engine: \\"lite\\" (standard) or \\"stealth\\" (anti-detection). Not a Browser Context Profile — use useProfile for saved logins"},"agentMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Agent behavior: \\"default\\" or \\"strict\\" (fail fast)"},"maxSteps":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum tool-call steps before the agent stops (1-500, default 150)"},"maxDurationSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum wall-clock seconds before the agent stops. Unlimited by default, so a run stalled on a slow page is only bounded by the step cap"},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema draft-07 contract the run result must satisfy"},"proxyEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Route the run through TinyFish’s Tetra proxy"},"proxyCountryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Proxy country: US, GB, CA, DE, FR, JP, or AU"},"useVault":{"type":"boolean","required":false,"visibility":"user-only","description":"Let the run use credentials from the connected TinyFish vault"},"credentialItemIds":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated vault credential URIs to scope the run to"},"useProfile":{"type":"boolean","required":false,"visibility":"user-only","description":"Start the run from a saved Browser Context Profile, reusing the logged-in session stored in it"},"profileId":{"type":"string","required":false,"visibility":"user-only","description":"Browser Context Profile to start from, such as \\"prof_abc123\\". Requires useProfile; omit to use the account default"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"TinyFish API key"}},"hostedApiKey":"always"},"tinyfish_run_async":{"id":"tinyfish_run_async","name":"TinyFish Start Agent Run","description":"Queue a TinyFish web agent run and return its run ID immediately, without waiting for the automation to finish","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target website URL the agent starts on"},"goal":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural-language description of what to accomplish on the website"},"browserProfile":{"type":"string","required":false,"visibility":"user-or-llm","description":"Browser engine: \\"lite\\" (standard) or \\"stealth\\" (anti-detection). Not a Browser Context Profile — use useProfile for saved logins"},"agentMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Agent behavior: \\"default\\" or \\"strict\\" (fail fast)"},"maxSteps":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum tool-call steps before the agent stops (1-500, default 150)"},"maxDurationSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum wall-clock seconds before the agent stops. 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Must be used with \\"from\\""},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" (default) for structured rows or \\"csv\\" for a CSV string"}},"hostedApiKey":"none"},"trigger_dev_get_batch":{"id":"trigger_dev_get_batch","name":"Trigger.dev Get Batch","description":"Retrieve a Trigger.dev batch by its ID, including its status, run IDs, and success and failure counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve (starts with batch_)"}},"hostedApiKey":"none"},"trigger_dev_get_batch_results":{"id":"trigger_dev_get_batch_results","name":"Trigger.dev Get Batch Results","description":"Retrieve the execution results of every run in a Trigger.dev batch, including outputs and error details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve results for (starts with batch_)"}},"hostedApiKey":"none"},"trigger_dev_get_deployment":{"id":"trigger_dev_get_deployment","name":"Trigger.dev Get Deployment","description":"Retrieve a Trigger.dev deployment by its ID, including its status, version, and registered tasks.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the deployment to retrieve"}},"hostedApiKey":"none"},"trigger_dev_get_env_var":{"id":"trigger_dev_get_env_var","name":"Trigger.dev Get Env Var","description":"Retrieve an environment variable from a Trigger.dev project environment. The value is returned in plaintext and will appear in workflow outputs and run history.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to read the variable from: dev, staging, or prod"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the environment variable (e.g., \\"SLACK_API_KEY\\")"}},"hostedApiKey":"none"},"trigger_dev_get_latest_deployment":{"id":"trigger_dev_get_latest_deployment","name":"Trigger.dev Get Latest Deployment","description":"Retrieve the latest Trigger.dev deployment in the environment of the API key.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}},"hostedApiKey":"none"},"trigger_dev_get_query_schema":{"id":"trigger_dev_get_query_schema","name":"Trigger.dev Get Query Schema","description":"Retrieve the TRQL query schema: the tables and columns available for Execute Query, with types and allowed values.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}},"hostedApiKey":"none"},"trigger_dev_get_queue":{"id":"trigger_dev_get_queue","name":"Trigger.dev Get Queue","description":"Retrieve a Trigger.dev queue by ID, task identifier, or custom queue name, including its running and queued counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}},"hostedApiKey":"none"},"trigger_dev_get_run":{"id":"trigger_dev_get_run","name":"Trigger.dev Get Run","description":"Retrieve a Trigger.dev run by its ID, including status, payload, output, attempts, and timing details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve (starts with run_)"}},"hostedApiKey":"none"},"trigger_dev_get_run_events":{"id":"trigger_dev_get_run_events","name":"Trigger.dev Get Run Events","description":"Retrieve the log and span events of a Trigger.dev run, including messages, levels, durations, and error events.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve events for (starts with run_)"}},"hostedApiKey":"none"},"trigger_dev_get_run_result":{"id":"trigger_dev_get_run_result","name":"Trigger.dev Get Run Result","description":"Retrieve the result of a Trigger.dev run: whether it succeeded, its output, and error details. Lighter than Get Run when only the outcome is needed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the result for (starts with run_)"}},"hostedApiKey":"none"},"trigger_dev_get_run_trace":{"id":"trigger_dev_get_run_trace","name":"Trigger.dev Get Run Trace","description":"Retrieve the OpenTelemetry trace of a Trigger.dev run as a tree of spans with timing, errors, and nested children.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the trace for (starts with run_)"}},"hostedApiKey":"none"},"trigger_dev_get_schedule":{"id":"trigger_dev_get_schedule","name":"Trigger.dev Get Schedule","description":"Retrieve a Trigger.dev schedule by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to retrieve (starts with sched_)"}},"hostedApiKey":"none"},"trigger_dev_get_waitpoint_token":{"id":"trigger_dev_get_waitpoint_token","name":"Trigger.dev Get Waitpoint Token","description":"Retrieve a Trigger.dev waitpoint token by its ID, including its status, timeout, and completion data.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"waitpointId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the waitpoint token to retrieve (starts with waitpoint_)"}},"hostedApiKey":"none"},"trigger_dev_import_env_vars":{"id":"trigger_dev_import_env_vars","name":"Trigger.dev Import Env Vars","description":"Upload multiple environment variables to a Trigger.dev project environment in one request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to upload the variables to: dev, staging, or prod"},"variables":{"type":"json","required":true,"visibility":"user-only","description":"JSON array of environment variables to upload. Example: [{\\"name\\": \\"SLACK_API_KEY\\", \\"value\\": \\"slack_123\\"}]"},"override":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to override existing variables: \\"true\\" or \\"false\\" (default false)"}},"hostedApiKey":"none"},"trigger_dev_list_deployments":{"id":"trigger_dev_list_deployments","name":"Trigger.dev List Deployments","description":"List Trigger.dev deployments in the environment of the API key, with optional status and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deployment status to filter by: PENDING, BUILDING, DEPLOYING, DEPLOYED, FAILED, CANCELED, or TIMED_OUT"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of deployments per page (5 to 100, default 20)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to start the page after, from the previous response pagination"}},"hostedApiKey":"none"},"trigger_dev_list_env_vars":{"id":"trigger_dev_list_env_vars","name":"Trigger.dev List Env Vars","description":"List the environment variables of a Trigger.dev project environment. Values are returned in plaintext and will appear in workflow outputs and run history — scope this operation carefully.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to list variables for: dev, staging, or prod"}},"hostedApiKey":"none"},"trigger_dev_list_queues":{"id":"trigger_dev_list_queues","name":"Trigger.dev List Queues","description":"List the queues in the environment of the API key, including running and queued counts, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of queues per page"}},"hostedApiKey":"none"},"trigger_dev_list_runs":{"id":"trigger_dev_list_runs","name":"Trigger.dev List Runs","description":"List Trigger.dev runs in the environment of the API key, with optional filters for status, task, version, tags, schedule, and creation time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by: PENDING_VERSION, DELAYED, QUEUED, EXECUTING, REATTEMPTING, FROZEN, COMPLETED, CANCELED, FAILED, CRASHED, INTERRUPTED, SYSTEM_FAILURE"},"taskIdentifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task identifiers to filter by"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated worker versions to filter by (e.g., \\"20240101.1\\")"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"schedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule ID to filter by (starts with sched_)"},"isTest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by test runs: \\"true\\" for only test runs, \\"false\\" to exclude them"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of runs per page (max 100, default 25)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page before, for backward pagination"}},"hostedApiKey":"none"},"trigger_dev_list_schedules":{"id":"trigger_dev_list_schedules","name":"Trigger.dev List Schedules","description":"List Trigger.dev schedules in the project, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules per page"}},"hostedApiKey":"none"},"trigger_dev_list_timezones":{"id":"trigger_dev_list_timezones","name":"Trigger.dev List Timezones","description":"List the IANA timezones supported by Trigger.dev schedules, for use as the timezone of a cron schedule.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"excludeUtc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to exclude UTC from the returned timezones"}},"hostedApiKey":"none"},"trigger_dev_list_waitpoint_tokens":{"id":"trigger_dev_list_waitpoint_tokens","name":"Trigger.dev List Waitpoint Tokens","description":"List Trigger.dev waitpoint tokens in the environment of the API key, with optional status, tag, and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint status to filter by: WAITING, COMPLETED, or TIMED_OUT"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency key to filter by"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tokens per page (max 100)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page before, for backward pagination"}},"hostedApiKey":"none"},"trigger_dev_override_queue_concurrency":{"id":"trigger_dev_override_queue_concurrency","name":"Trigger.dev Override Queue Concurrency","description":"Override the concurrency limit of a Trigger.dev queue with a new value.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"},"concurrencyLimit":{"type":"number","required":true,"visibility":"user-or-llm","description":"New concurrency limit for the queue (0 to 100000)"}},"hostedApiKey":"none"},"trigger_dev_pause_queue":{"id":"trigger_dev_pause_queue","name":"Trigger.dev Pause Queue","description":"Pause a Trigger.dev queue so no new runs start. Runs that are currently executing continue to completion.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}},"hostedApiKey":"none"},"trigger_dev_promote_deployment":{"id":"trigger_dev_promote_deployment","name":"Trigger.dev Promote Deployment","description":"Promote a Trigger.dev deployment version so new runs execute on it (e.g., to roll back to a previous version).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Deployment version to promote (e.g., \\"20250228.1\\")"}},"hostedApiKey":"none"},"trigger_dev_replay_run":{"id":"trigger_dev_replay_run","name":"Trigger.dev Replay Run","description":"Replay a Trigger.dev run, creating a new run with the same payload and options as the original.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to replay (starts with run_)"}},"hostedApiKey":"none"},"trigger_dev_reschedule_run":{"id":"trigger_dev_reschedule_run","name":"Trigger.dev Reschedule Run","description":"Reschedule a delayed Trigger.dev run with a new delay. Only valid while the run is in the DELAYED state.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the delayed run to reschedule (starts with run_)"},"delay":{"type":"string","required":true,"visibility":"user-or-llm","description":"New delay for the run, as a duration (\\"30m\\", \\"1h\\", \\"2d\\") or an ISO 8601 date to delay until"}},"hostedApiKey":"none"},"trigger_dev_reset_queue_concurrency":{"id":"trigger_dev_reset_queue_concurrency","name":"Trigger.dev Reset Queue Concurrency","description":"Reset the concurrency limit of a Trigger.dev queue back to its base value, removing any override.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}},"hostedApiKey":"none"},"trigger_dev_resume_queue":{"id":"trigger_dev_resume_queue","name":"Trigger.dev Resume Queue","description":"Resume a paused Trigger.dev queue so new runs can start again.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}},"hostedApiKey":"none"},"trigger_dev_trigger_task":{"id":"trigger_dev_trigger_task","name":"Trigger.dev Trigger Task","description":"Trigger a Trigger.dev task by its identifier with an optional JSON payload. 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With a Zoom server-to-server service account, \\"me\\" is not supported — provide the target user ID or email address."},"topic":{"type":"string","required":true,"visibility":"user-or-llm","description":"Meeting topic (e.g., \\"Weekly Team Standup\\" or \\"Project Review\\")"},"type":{"type":"number","required":false,"visibility":"user-or-llm","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"startTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting start time in ISO 8601 format (e.g., 2025-06-03T10:00:00Z)"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Meeting duration in minutes (e.g., 30, 60, 90)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Timezone for the meeting (e.g., America/Los_Angeles)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting password"},"agenda":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting agenda or description text"},"hostVideo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Start with host video on"},"participantVideo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Start with participant video on"},"joinBeforeHost":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Allow participants to join before host"},"muteUponEntry":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mute participants upon entry"},"waitingRoom":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable waiting room"},"autoRecording":{"type":"string","required":false,"visibility":"user-or-llm","description":"Auto recording setting: local, cloud, or none"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:write:meeting"]},"hostedApiKey":"none"},"zoom_delete_meeting":{"id":"zoom_delete_meeting","name":"Zoom Delete Meeting","description":"Delete or cancel a Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The meeting ID to delete (e.g., \\"1234567890\\" or \\"85746065432\\")"},"occurrenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Occurrence ID for deleting a specific occurrence of a recurring meeting"},"scheduleForReminder":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Send cancellation reminder email to registrants"},"cancelMeetingReminder":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Send cancellation email to registrants and alternative hosts"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:delete:meeting"]},"hostedApiKey":"none"},"zoom_delete_recording":{"id":"zoom_delete_recording","name":"Zoom Delete Recording","description":"Delete cloud recordings for a Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The meeting ID or meeting UUID (e.g., \\"1234567890\\" or \\"4444AAABBBccccc12345==\\")"},"recordingId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific recording file ID to delete. If not provided, deletes all recordings."},"action":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delete action: \\"trash\\" (move to trash) or \\"delete\\" (permanently delete)"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["cloud_recording:delete:recording_file"]},"hostedApiKey":"none"},"zoom_get_meeting":{"id":"zoom_get_meeting","name":"Zoom Get Meeting","description":"Get details of a specific Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The meeting ID (e.g., \\"1234567890\\" or \\"85746065432\\")"},"occurrenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Occurrence ID for recurring meetings"},"showPreviousOccurrences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Show previous occurrences for recurring meetings"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:read:meeting"]},"hostedApiKey":"none"},"zoom_get_meeting_invitation":{"id":"zoom_get_meeting_invitation","name":"Zoom Get Meeting Invitation","description":"Get the meeting invitation text for a Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The meeting ID (e.g., \\"1234567890\\" or \\"85746065432\\")"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:read:invitation"]},"hostedApiKey":"none"},"zoom_get_meeting_recordings":{"id":"zoom_get_meeting_recordings","name":"Zoom Get Meeting Recordings","description":"Get all recordings for a specific Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The meeting ID or meeting UUID (e.g., \\"1234567890\\" or \\"4444AAABBBccccc12345==\\")"},"includeFolderItems":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include items within a folder"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live for download URLs in seconds (max 604800)"},"downloadFiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download recording files into file outputs"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["cloud_recording:read:list_recording_files"]},"hostedApiKey":"none"},"zoom_list_meetings":{"id":"zoom_list_meetings","name":"Zoom List Meetings","description":"List all meetings for a Zoom user","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID or email address (e.g., \\"me\\", \\"user@example.com\\", or \\"AbcDefGHi\\"). Use \\"me\\" for the authenticated user with OAuth credentials. With a Zoom server-to-server service account, \\"me\\" is not supported — provide the target user ID or email address."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting type filter: scheduled, live, upcoming, upcoming_meetings, or previous_meetings"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page, 1-300 (e.g., 30, 50, 100)"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token for pagination to get next page of results"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:read:list_meetings"]},"hostedApiKey":"none"},"zoom_list_past_participants":{"id":"zoom_list_past_participants","name":"Zoom List Past Participants","description":"List participants from a past Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The past meeting ID or UUID (e.g., \\"1234567890\\" or \\"4444AAABBBccccc12345==\\")"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page, 1-300 (e.g., 30, 50, 100)"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token for pagination to get next page of results"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:read:list_past_participants"]},"hostedApiKey":"none"},"zoom_list_recordings":{"id":"zoom_list_recordings","name":"Zoom List Recordings","description":"List all cloud recordings for a Zoom user","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID or email address (e.g., \\"me\\", \\"user@example.com\\", or \\"AbcDefGHi\\"). Use \\"me\\" for the authenticated user with OAuth credentials. With a Zoom server-to-server service account, \\"me\\" is not supported — provide the target user ID or email address."},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date in yyyy-mm-dd format (within last 6 months)"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date in yyyy-mm-dd format"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page, 1-300 (e.g., 30, 50, 100)"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token for pagination to get next page of results"},"trash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to list recordings from trash"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["cloud_recording:read:list_user_recordings"]},"hostedApiKey":"none"},"zoom_update_meeting":{"id":"zoom_update_meeting","name":"Zoom Update Meeting","description":"Update an existing Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The meeting ID to update (e.g., \\"1234567890\\" or \\"85746065432\\")"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting topic (e.g., \\"Weekly Team Standup\\" or \\"Project Review\\")"},"type":{"type":"number","required":false,"visibility":"user-or-llm","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"startTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting start time in ISO 8601 format (e.g., 2025-06-03T10:00:00Z)"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Meeting duration in minutes (e.g., 30, 60, 90)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Timezone for the meeting (e.g., America/Los_Angeles)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting password"},"agenda":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting agenda or description text"},"hostVideo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Start with host video on"},"participantVideo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Start with participant video on"},"joinBeforeHost":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Allow participants to join before host"},"muteUponEntry":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mute participants upon entry"},"waitingRoom":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable waiting room"},"autoRecording":{"type":"string","required":false,"visibility":"user-or-llm","description":"Auto recording setting: local, cloud, or none"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:update:meeting"]},"hostedApiKey":"none"},"zoominfo_enrich_companies":{"id":"zoominfo_enrich_companies","name":"ZoomInfo Enrich Companies","description":"Enrich up to 25 companies in one request with detailed firmographics, industry, financials, and more.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"matchCompanyInput":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array (1-25 items) of company matching criteria, e.g. [{\\"companyName\\":\\"Acme\\",\\"companyWebsite\\":\\"acme.com\\"}]"},"outputFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array or comma-separated list of fields to return (e.g. [\\"id\\",\\"name\\",\\"website\\",\\"revenue\\",\\"employeeCount\\"]). Defaults to a standard firmographic set if omitted."}},"hostedApiKey":"none"},"zoominfo_enrich_contacts":{"id":"zoominfo_enrich_contacts","name":"ZoomInfo Enrich Contacts","description":"Enrich up to 25 contacts in one request with verified emails, phone numbers, job details, and more.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"matchPersonInput":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array (1-25 items) of contact matching criteria, e.g. [{\\"firstName\\":\\"Jane\\",\\"lastName\\":\\"Doe\\",\\"companyName\\":\\"Acme\\"}]"},"outputFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array or comma-separated list of fields to return (e.g. [\\"id\\",\\"firstName\\",\\"email\\",\\"phone\\",\\"jobTitle\\"]). Defaults to a standard contact set if omitted."},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array or comma-separated list of fields that must exist in results (e.g. [\\"email\\"])"}},"hostedApiKey":"none"},"zoominfo_search_companies":{"id":"zoominfo_search_companies","name":"ZoomInfo Search Companies","description":"Search the ZoomInfo company database by name, industry, location, and size.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to search for"},"companyWebsite":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company website (comma-separated for multiple)"},"companyTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stock ticker symbols — JSON array, comma-separated list, or single ticker. Sent to the API as an array."},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country name"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province"},"metroRegion":{"type":"string","required":false,"visibility":"user-or-llm","description":"US/Canada metro region"},"revenueMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum annual revenue in thousands USD"},"revenueMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum annual revenue in thousands USD"},"employeeRangeMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum employee count"},"employeeRangeMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum employee count"},"excludeDefunctCompanies":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude inactive companies"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}},"hostedApiKey":"none"},"zoominfo_search_contacts":{"id":"zoominfo_search_contacts","name":"ZoomInfo Search Contacts","description":"Search ZoomInfo for contacts (people) by name, job title, company, and other filters. Does not return emails or phone numbers — use Enrich Contacts for engagement data.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"fullName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"managementLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Management level — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ZoomInfo company ID"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"contactAccuracyScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum accuracy score (70-99)"},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fields that must exist in results — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"excludePartialProfiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude partial profiles"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}},"hostedApiKey":"none"},"zoominfo_search_intent":{"id":"zoominfo_search_intent","name":"ZoomInfo Search Intent","description":"Search for companies showing intent signals on specific topics.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"topics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Up to 50 intent topics as JSON array or comma-separated list (e.g. [\\"CRM Software\\",\\"Marketing Automation\\"])"},"signalStartDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest signal date (YYYY-MM-DD)"},"signalEndDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest signal date (YYYY-MM-DD)"},"signalScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum signal score (60-100)"},"signalScoreMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum signal score (60-100)"},"audienceStrengthMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum audience strength (A-E, A is largest)"},"audienceStrengthMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum audience strength (A-E, A is largest)"},"findRecommendedContacts":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include recommended contacts (default true)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country filter"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State filter"},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}},"hostedApiKey":"none"},"zoominfo_search_news":{"id":"zoominfo_search_news","name":"ZoomInfo Search News","description":"Search ZoomInfo news articles by category, URL, or date range.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"categories":{"type":"string","required":false,"visibility":"user-or-llm","description":"News categories as JSON array or comma-separated list"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"News source URLs as JSON array or comma-separated list"},"pageDateMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest publish date (YYYY-MM-DD)"},"pageDateMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest publish date (YYYY-MM-DD)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}},"hostedApiKey":"none"}}'
 )
 
 export default toolMetadata
diff --git a/apps/sim/tools/generated/tool-outputs.ts b/apps/sim/tools/generated/tool-outputs.ts
index e72c93f2bd7..452a9e393f1 100644
--- a/apps/sim/tools/generated/tool-outputs.ts
+++ b/apps/sim/tools/generated/tool-outputs.ts
@@ -3,7 +3,7 @@
 
 /** Declared output shapes for every built-in tool, keyed by tool id. */
 const toolOutputs: Record<string, unknown> = JSON.parse(
-  '{"a2a_cancel_task":{"taskId":{"type":"string","description":"Task identifier"},"state":{"type":"string","description":"Task lifecycle state after cancellation"},"canceled":{"type":"boolean","description":"Whether the task was canceled"}},"a2a_get_agent_card":{"name":{"type":"string","description":"Agent display name"},"description":{"type":"string","description":"Agent description"},"url":{"type":"string","description":"Agent endpoint URL"},"version":{"type":"string","description":"The agent\'s own version"},"protocolVersion":{"type":"string","description":"A2A protocol version the agent exposes"},"capabilities":{"type":"json","description":"Agent capability flags","properties":{"streaming":{"type":"boolean","description":"Supports streaming responses"},"pushNotifications":{"type":"boolean","description":"Supports push notifications"},"extendedAgentCard":{"type":"boolean","description":"Provides an extended agent card"}}},"skills":{"type":"array","description":"Skills the agent can perform","items":{"type":"object","properties":{"id":{"type":"string","description":"Skill identifier"},"name":{"type":"string","description":"Skill name"},"description":{"type":"string","description":"Skill description"}}}},"defaultInputModes":{"type":"array","description":"Default accepted input media types","items":{"type":"string"}},"defaultOutputModes":{"type":"array","description":"Default produced output media types","items":{"type":"string"}}},"a2a_get_task":{"content":{"type":"string","description":"Agent response text"},"taskId":{"type":"string","description":"Task identifier"},"contextId":{"type":"string","description":"Conversation/context identifier"},"state":{"type":"string","description":"Task lifecycle state"},"artifacts":{"type":"array","description":"Structured task output artifacts","items":{"type":"object","properties":{"name":{"type":"string","description":"Artifact name"},"description":{"type":"string","description":"Artifact description"},"content":{"type":"string","description":"Artifact text content"}}}}},"a2a_send_message":{"content":{"type":"string","description":"Agent response text"},"taskId":{"type":"string","description":"Task identifier"},"contextId":{"type":"string","description":"Conversation/context identifier"},"state":{"type":"string","description":"Task lifecycle state"},"artifacts":{"type":"array","description":"Structured task output artifacts","items":{"type":"object","properties":{"name":{"type":"string","description":"Artifact name"},"description":{"type":"string","description":"Artifact description"},"content":{"type":"string","description":"Artifact text content"}}}}},"affinity_batch_update_entity_fields":{"operation":{"type":"string","description":"The batch operation Affinity performed"}},"affinity_batch_update_list_entry_fields":{"operation":{"type":"string","description":"The batch operation Affinity performed"}},"affinity_create_list":{"id":{"type":"number","description":"The list\'s unique identifier"},"name":{"type":"string","description":"The list name"},"creatorId":{"type":"number","description":"User who created the list"},"ownerId":{"type":"number","description":"User who owns the list"},"isPublic":{"type":"boolean","description":"Whether the list is visible to the organization"},"createdAt":{"type":"string","description":"When the list was created"},"type":{"type":"string","description":"company, opportunity, or person — the entity kind the list holds"}},"affinity_create_list_field_dropdown_option":{"id":{"type":"number","description":"The dropdown option\'s unique identifier"},"text":{"type":"string","description":"The option label"},"type":{"type":"string","description":"dropdown, ranked-dropdown, or status-dropdown"},"rank":{"type":"number","optional":true,"description":"Sort order, on ranked and status options"},"color":{"type":"string","optional":true,"nullable":true,"description":"white, gray, blue, green, purple, orange, or red"},"statusCategory":{"type":"string","optional":true,"description":"open, won, lost, or on-hold, on status options"},"winRate":{"type":"number","optional":true,"nullable":true,"description":"Win rate of a status option"}},"affinity_create_merge":{"taskUrl":{"type":"string","description":"URL of the merge task to poll for completion"}},"affinity_create_note":{"id":{"type":"number","description":"The note\'s unique identifier"},"type":{"type":"string","description":"entities, interaction, ai-notetaker, user-reply, or ai-notetaker-reply"},"content":{"type":"json","description":"The note body as {html}"},"creator":{"type":"object","description":"Person who authored the note","properties":{"id":{"type":"number","description":"The person\'s unique identifier"},"firstName":{"type":"string","nullable":true,"description":"The person\'s first name"},"lastName":{"type":"string","nullable":true,"description":"The person\'s last name"},"primaryEmailAddress":{"type":"string","nullable":true,"description":"The person\'s primary email address"},"type":{"type":"string","description":"Whether the person is internal, a collaborator, or external"}}},"mentions":{"type":"array","description":"Persons mentioned in the note body"},"createdAt":{"type":"string","description":"When the note was created"},"updatedAt":{"type":"string","nullable":true,"description":"When the note was last updated"},"repliesCount":{"type":"number","optional":true,"description":"Number of replies, on root notes only"},"parent":{"type":"json","optional":true,"description":"The note being replied to, on reply notes only"},"interaction":{"type":"json","optional":true,"description":"The meeting, call, chat message, or email the note is anchored to"},"transcriptId":{"type":"number","optional":true,"description":"Transcript behind an AI Notetaker note"},"personsPreview":{"type":"json","optional":true,"description":"Attached persons, with a 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For the verdict on an individual ARN read resourceSpecificResults[]: evalResourceName, evalResourceDecision (allowed/explicitDeny/implicitDeny), matchedStatements, missingContextValues, permissionsBoundaryAllowed. When concrete resource ARNs are supplied, missing context values appear there rather than at the top level."},"isTruncated":{"type":"boolean","description":"Whether there are more results available"},"marker":{"type":"string","description":"Pagination marker for the next page of results","optional":true},"count":{"type":"number","description":"Number of evaluation results returned"}},"iam_update_access_key":{"message":{"type":"string","description":"Operation status message"}},"icypeas_find_email":{"searchId":{"type":"string","description":"Icypeas internal search ID","optional":true},"status":{"type":"string","description":"Terminal search status: FOUND | DEBITED | NOT_FOUND | DEBITED_NOT_FOUND | BAD_INPUT | INSUFFICIENT_FUNDS | ABORTED","optional":true},"email":{"type":"string","description":"Email address found or verified","optional":true},"firstname":{"type":"string","description":"Found person\'s first name","optional":true},"lastname":{"type":"string","description":"Found 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The set varies by form; documented keys include formWidth, labelWidth, activeRedirect, thankurl, expireDate, limitSubmission, styles, emails, and formStrings."}},"jotform_get_history":{"history":{"type":"array","description":"Account activity entries","items":{"type":"object","properties":{"type":{"type":"string","description":"Activity type: userCreation, userLogin, formCreation, formUpdate, formDelete, or formPurge"},"formID":{"type":"string","description":"Form the activity applied to"},"username":{"type":"string","description":"Account that performed the activity"},"formTitle":{"type":"string","description":"Title of the affected form"},"formStatus":{"type":"string","description":"Status of the form after the activity"},"ip":{"type":"string","description":"IP address the activity came from"},"timestamp":{"type":"string","description":"Unix timestamp of the activity, in seconds"}}}}},"jotform_get_label":{"label":{"type":"object","description":"The requested label","properties":{"id":{"type":"string","description":"Label ID"},"name":{"type":"string","description":"Label name"},"order":{"type":"string","description":"Position among its siblings"},"color":{"type":"string","description":"Label color, as a hex code"},"owner":{"type":"string","description":"Account that owns the label"},"ownerType":{"type":"string","description":"Owner kind, e.g. USER"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"}}}},"jotform_get_question":{"question":{"type":"object","description":"The requested question. 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Reading a single setting fills only that field and leaves the rest null.","properties":{"username":{"type":"string","description":"Jotform username"},"name":{"type":"string","description":"Display name on the account"},"email":{"type":"string","description":"Account email address"},"website":{"type":"string","description":"Website recorded on the account"},"time_zone":{"type":"string","description":"Account time zone, in IANA format"},"account_type":{"type":"string","description":"URL of the plan the account is on"},"status":{"type":"string","description":"ACTIVE, DELETED, or SUSPENDED"},"created_at":{"type":"string","description":"Account creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"},"is_verified":{"type":"string","description":"1 when the account email is verified"},"industry":{"type":"string","description":"Industry recorded on the account"},"company":{"type":"string","description":"Company recorded on the account"},"language":{"type":"string","description":"Account interface language, e.g. en-US"},"avatarUrl":{"type":"string","description":"Avatar image URL"},"usage":{"type":"string","description":"URL of the monthly usage endpoint"}}}},"jotform_get_submission":{"submission":{"type":"object","description":"The requested submission","properties":{"id":{"type":"string","description":"Submission ID"},"form_id":{"type":"string","description":"Form the submission belongs to"},"ip":{"type":"string","description":"IP address of the submitter"},"created_at":{"type":"string","description":"Submission time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last edit time, YYYY-MM-DD HH:MM:SS"},"status":{"type":"string","description":"ACTIVE or OVERQUOTA"},"new":{"type":"string","description":"1 when the submission is unread"},"workflowStatus":{"type":"string","description":"Approval state, present only when the form feeds a workflow"},"answers":{"type":"json","description":"Answers keyed by question ID. 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A label shared by more than one question is suffixed with its question ID on every occurrence, so no answer is lost."}}}},"jotform_get_usage":{"usage":{"type":"object","description":"Usage counters for the current month","properties":{"submissions":{"type":"string","description":"Submissions received this month"},"ssl_submissions":{"type":"string","description":"Secure submissions received this month"},"payments":{"type":"string","description":"Payment submissions received this month"},"uploads":{"type":"string","description":"Disk space used by uploaded files, in bytes"},"mobile_submissions":{"type":"string","description":"Mobile submissions received this month"},"views":{"type":"string","description":"Form views received this month"},"api":{"type":"string","description":"API calls made today"}}}},"jotform_get_user":{"user":{"type":"object","description":"The account the API key belongs to","properties":{"username":{"type":"string","description":"Jotform username"},"name":{"type":"string","description":"Display name on the account"},"email":{"type":"string","description":"Account email address"},"website":{"type":"string","description":"Website recorded on the account"},"time_zone":{"type":"string","description":"Account time zone, in IANA format"},"account_type":{"type":"string","description":"URL of the plan the account is on"},"status":{"type":"string","description":"ACTIVE, DELETED, or SUSPENDED"},"created_at":{"type":"string","description":"Account creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"},"is_verified":{"type":"string","description":"1 when the account email is verified"},"industry":{"type":"string","description":"Industry recorded on the account"},"company":{"type":"string","description":"Company recorded on the account"},"language":{"type":"string","description":"Account interface language, e.g. en-US"},"avatarUrl":{"type":"string","description":"Avatar image URL"},"usage":{"type":"string","description":"URL of the monthly usage endpoint"}}}},"jotform_list_form_files":{"files":{"type":"array","description":"Files uploaded through the form","items":{"type":"object","properties":{"name":{"type":"string","description":"File name"},"type":{"type":"string","description":"MIME type, e.g. image/png"},"size":{"type":"string","description":"File size in bytes"},"username":{"type":"string","description":"Account that owns the form"},"form_id":{"type":"string","description":"Form the file was uploaded through"},"submission_id":{"type":"string","description":"Submission the file belongs to"},"date":{"type":"string","description":"Upload time, YYYY-MM-DD HH:MM:SS"},"url":{"type":"string","description":"Download URL for the file"}}}}},"jotform_list_form_reports":{"reports":{"type":"array","description":"Reports built from the form","items":{"type":"object","properties":{"id":{"type":"string","description":"Report ID"},"form_id":{"type":"string","description":"Form the report is built from"},"title":{"type":"string","description":"Report title"},"fields":{"type":"string","description":"Comma-separated fields included in the report: ip, dt (submission date), and question IDs"},"list_type":{"type":"string","description":"Report type: excel, csv, grid, table, calendar, rss, or visual"},"status":{"type":"string","description":"ENABLED or DELETED"},"url":{"type":"string","description":"Shareable URL of the report"},"isProtected":{"type":"boolean","description":"True when the report is password protected"},"settings":{"type":"string","description":"Report display settings, as a JSON string"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"}}}}},"jotform_list_form_submissions":{"submissions":{"type":"array","description":"Submissions received by the form","items":{"type":"object","properties":{"id":{"type":"string","description":"Submission ID"},"form_id":{"type":"string","description":"Form the submission belongs to"},"ip":{"type":"string","description":"IP address of the submitter"},"created_at":{"type":"string","description":"Submission time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last edit time, YYYY-MM-DD HH:MM:SS"},"status":{"type":"string","description":"ACTIVE or OVERQUOTA"},"new":{"type":"string","description":"1 when the submission is unread"},"workflowStatus":{"type":"string","description":"Approval state, present only when the form feeds a workflow"},"answers":{"type":"json","description":"Answers keyed by question ID. Each holds text (the question label), type, answer, and prettyFormat when Jotform renders one."},"values":{"type":"json","description":"The same answers re-keyed by question label, each rendered as a single string. A label shared by more than one question is suffixed with its question ID on every occurrence, so no answer is lost."}}}},"pagination":{"type":"object","description":"Result window reported by the API","optional":true,"properties":{"offset":{"type":"number","description":"Index of the first returned submission"},"limit":{"type":"number","description":"Page size applied"},"count":{"type":"number","description":"Number of submissions returned"}}}},"jotform_list_forms":{"forms":{"type":"array","description":"Forms on the account","items":{"type":"object","properties":{"id":{"type":"string","description":"Form ID"},"username":{"type":"string","description":"Account that owns the form"},"title":{"type":"string","description":"Form title"},"height":{"type":"string","description":"Form height in pixels"},"status":{"type":"string","description":"ENABLED, DISABLED, or DELETED"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"},"last_submission":{"type":"string","description":"Time of the most recent submission"},"new":{"type":"string","description":"Unread submission count"},"count":{"type":"string","description":"Total submission count"},"type":{"type":"string","description":"LEGACY or CARD"},"favorite":{"type":"string","description":"1 when the form is favorited, otherwise 0"},"archived":{"type":"string","description":"1 when the form is archived, otherwise 0"},"url":{"type":"string","description":"Public form URL"}}}},"pagination":{"type":"object","description":"Result window reported by the API","optional":true,"properties":{"offset":{"type":"number","description":"Index of the first returned form"},"limit":{"type":"number","description":"Page size applied"},"count":{"type":"number","description":"Number of forms returned"}}}},"jotform_list_label_resources":{"resources":{"type":"array","description":"Assets assigned to the label","items":{"type":"object","properties":{"id":{"type":"string","description":"Asset ID"},"username":{"type":"string","description":"Account that owns the asset"},"title":{"type":"string","description":"Asset title"},"status":{"type":"string","description":"Asset status, e.g. ENABLED or AUTODISABLED"},"assetType":{"type":"string","description":"Kind of asset: form, workflow, sheet, or portal"},"type":{"type":"string","description":"Asset subtype, e.g. LEGACY, APP, or default"},"labels":{"type":"string","description":"Label IDs the asset belongs to"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"}}}}},"jotform_list_labels":{"labels":{"type":"array","description":"Labels on the account. The API returns a root entry whose sublabels hold the user-visible labels, nested to arbitrary depth.","items":{"type":"object","properties":{"id":{"type":"string","description":"Label ID"},"name":{"type":"string","description":"Label name"},"order":{"type":"string","description":"Position among its siblings"},"color":{"type":"string","description":"Label color, as a hex code"},"owner":{"type":"string","description":"Account that owns the label"},"parent_label_id":{"type":"string","description":"ID of the parent label"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"},"sublabels":{"type":"json","description":"Nested labels beneath this one"}}}}},"jotform_list_questions":{"questions":{"type":"array","description":"Questions on the form. Each entry also carries the type-specific properties Jotform stores for that field, such as validation, sublabels, or options.","items":{"type":"object","properties":{"qid":{"type":"string","description":"Question ID, used to key submission answers"},"name":{"type":"string","description":"Slug of the question label"},"order":{"type":"string","description":"Position of the question on the form"},"text":{"type":"string","description":"Question label"},"type":{"type":"string","description":"Field type, e.g. control_textbox, control_textarea, control_dropdown, control_fullname, control_email, control_fileupload"},"required":{"type":"string","description":"Yes when the question is required"}}}}},"jotform_list_reports":{"reports":{"type":"array","description":"Reports across every form on the account","items":{"type":"object","properties":{"id":{"type":"string","description":"Report ID"},"form_id":{"type":"string","description":"Form the report is built from"},"title":{"type":"string","description":"Report title"},"fields":{"type":"string","description":"Comma-separated fields included in the report: ip, dt (submission date), and question IDs"},"list_type":{"type":"string","description":"Report type: excel, csv, grid, table, calendar, rss, or visual"},"status":{"type":"string","description":"ENABLED or DELETED"},"url":{"type":"string","description":"Shareable URL of the report"},"isProtected":{"type":"boolean","description":"True when the report is password protected"},"settings":{"type":"string","description":"Report display settings, as a JSON string"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"}}}}},"jotform_list_submissions":{"submissions":{"type":"array","description":"Submissions across every form on the account","items":{"type":"object","properties":{"id":{"type":"string","description":"Submission ID"},"form_id":{"type":"string","description":"Form the submission belongs to"},"ip":{"type":"string","description":"IP address of the submitter"},"created_at":{"type":"string","description":"Submission time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last edit time, YYYY-MM-DD HH:MM:SS"},"status":{"type":"string","description":"ACTIVE or OVERQUOTA"},"new":{"type":"string","description":"1 when the submission is unread"},"workflowStatus":{"type":"string","description":"Approval state, present only when the form feeds a workflow"},"answers":{"type":"json","description":"Answers keyed by question ID. Each holds text (the question label), type, answer, and prettyFormat when Jotform renders one."},"values":{"type":"json","description":"The same answers re-keyed by question label, each rendered as a single string. A label shared by more than one question is suffixed with its question ID on every occurrence, so no answer is lost."}}}},"pagination":{"type":"object","description":"Result window reported by the API","optional":true,"properties":{"offset":{"type":"number","description":"Index of the first returned submission"},"limit":{"type":"number","description":"Page size applied"},"count":{"type":"number","description":"Number of submissions returned"}}}},"jotform_list_subusers":{"subusers":{"type":"array","description":"Sub-users on the account","items":{"type":"object","properties":{"username":{"type":"string","description":"Sub-user username"},"email":{"type":"string","description":"Sub-user email address"},"owner":{"type":"string","description":"Parent account that created the sub-user"},"status":{"type":"string","description":"LIVE, DELETED, or PENDING while an invitation is unaccepted"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"permissions":{"type":"json","description":"What the sub-user can reach: each entry has type (FORM, FOLDER, or ALL), resource_id, access_type (full or readOnly), and title"}}}}},"jotform_list_webhooks":{"webhooks":{"type":"array","description":"Webhooks registered on the form","items":{"type":"object","properties":{"id":{"type":"string","description":"Webhook ID, used when deleting the webhook"},"url":{"type":"string","description":"URL that receives submission notifications"}}}}},"jotform_remove_label_resources":{"resources":{"type":"array","description":"The assets reported by the API after the removal","items":{"type":"object","properties":{"id":{"type":"string","description":"Asset ID"},"type":{"type":"string","description":"Asset kind, echoed uppercase: FORM, WORKFLOW, SHEET, or PORTAL"}}}}},"jotform_update_form_properties":{"properties":{"type":"json","description":"The property keys that were edited, with their new values"}},"jotform_update_label":{"label":{"type":"json","description":"The label fields that were edited, with their new values. Jotform echoes only the changed keys, such as name and color."}},"jotform_update_question":{"question":{"type":"json","description":"The question properties that were edited, with their new values. Jotform echoes only the changed keys, such as text, order, and type."}},"jotform_update_settings":{"user":{"type":"object","description":"The account after the update. 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account"},"language":{"type":"string","description":"Account interface language, e.g. en-US"},"avatarUrl":{"type":"string","description":"Avatar image URL"},"usage":{"type":"string","description":"URL of the monthly usage endpoint"}}}},"jotform_update_submission":{"submissionId":{"type":"string","description":"ID of the submission that was edited"},"url":{"type":"string","description":"API URL of the submission","optional":true}},"jsm_add_comment":{"ts":{"type":"string","description":"Timestamp of the operation"},"issueIdOrKey":{"type":"string","description":"Issue ID or key"},"commentId":{"type":"string","description":"Created comment ID"},"body":{"type":"string","description":"Comment body text"},"isPublic":{"type":"boolean","description":"Whether the comment is public"},"author":{"type":"object","description":"Comment author","properties":{"accountId":{"type":"string","description":"Atlassian account ID"},"displayName":{"type":"string","description":"User display 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number of approvals"},"isLastPage":{"type":"boolean","description":"Whether this is the last page"}},"jsm_get_comments":{"ts":{"type":"string","description":"Timestamp of the operation"},"issueIdOrKey":{"type":"string","description":"Issue ID or key"},"comments":{"type":"array","description":"List of comments","items":{"type":"object","properties":{"id":{"type":"string","description":"Comment ID"},"body":{"type":"string","description":"Comment body text"},"public":{"type":"boolean","description":"Whether the comment is public"},"author":{"type":"object","description":"Comment author","properties":{"accountId":{"type":"string","description":"Atlassian account ID"},"displayName":{"type":"string","description":"User display name"},"emailAddress":{"type":"string","description":"User email address","optional":true},"active":{"type":"boolean","description":"Whether the account is active"}}},"created":{"type":"json","description":"Creation date with iso8601, friendly, 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code"},"isTest":{"type":"boolean","optional":true,"description":"Test budget flag"},"active":{"type":"boolean","optional":true,"description":"Display availability flag"},"owned":{"type":"boolean","optional":true,"description":"Caller ownership flag"},"annualBudget":{"type":"number","optional":true,"description":"Total annual budget amount"},"createdDate":{"type":"string","optional":true,"description":"UTC creation timestamp"},"lastModifiedDate":{"type":"string","optional":true,"description":"UTC modification timestamp"},"fiscalYear":{"type":"json","optional":true,"description":"Fiscal year reference (id, name, startDate, endDate, status)"},"budgetAmounts":{"type":"json","optional":true,"description":"Aggregate spend amounts (pendingAmount, spendAmount, unExpensedAmount, availableAmount, adjustedBudgetAmount, consumedPercent, threshold)"},"owner":{"type":"json","optional":true,"description":"Owner user (externalUserCUUID, employeeUuid, email, employeeId, name)"},"budgetManagers":{"type":"array","optional":true,"description":"Manager user objects","items":{"type":"json"}},"budgetApprovers":{"type":"array","optional":true,"description":"Approver user objects","items":{"type":"json"}},"budgetViewers":{"type":"array","optional":true,"description":"Viewer user objects","items":{"type":"json"}},"budgetTeamMembers":{"type":"array","optional":true,"description":"Team member entries (budgetPerson, startDate, endDate, active, status)","items":{"type":"json"}},"budgetCategory":{"type":"json","optional":true,"description":"Linked category (id, name, description, statusType)"},"costObjects":{"type":"array","optional":true,"description":"Tracking field values (fieldDefinitionId, code, value, operator)","items":{"type":"json"}},"budgetItemDetails":{"type":"array","optional":true,"description":"Per-period detail entries (id, currencyCode, amount, budgetItemDetailStatusType, fiscalPeriod, budgetAmounts)","items":{"type":"json"}},"dateRange":{"type":"json","optional":true,"description":"Date range for DATE_RANGE budgets (startDate, endDate)"}}}},"sap_concur_get_cash_advance":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Cash advance detail payload","properties":{"cashAdvanceId":{"type":"string","description":"Unique identifier of the cash advance","optional":true},"name":{"type":"string","description":"Cash advance name","optional":true},"purpose":{"type":"string","description":"Purpose for the cash advance","optional":true},"comment":{"type":"string","description":"Comment recorded on the cash advance","optional":true},"accountCode":{"type":"string","description":"Account code linked to the employee","optional":true},"requestDate":{"type":"string","description":"Datetime the cash advance was requested (UTC, YYYY-MM-DD hh:mm:ss)","optional":true},"issuedDate":{"type":"string","description":"Datetime the cash advance was issued (UTC, YYYY-MM-DD hh:mm:ss)","optional":true},"lastModifiedDate":{"type":"string","description":"Datetime the cash advance was last modified (UTC, YYYY-MM-DD hh:mm:ss)","optional":true},"hasReceipts":{"type":"boolean","description":"Whether the cash advance has receipts","optional":true},"reimbursementCurrency":{"type":"string","description":"Reimbursement currency (3-letter ISO 4217 currency code)","optional":true},"amountRequested":{"type":"json","description":"Amount requested for the cash advance","optional":true,"properties":{"amount":{"type":"string","description":"Requested amount value","optional":true},"currency":{"type":"string","description":"3-letter ISO 4217 currency code","optional":true}}},"availableBalance":{"type":"json","description":"Unsubmitted balance for the cash advance","optional":true,"properties":{"amount":{"type":"string","description":"Balance amount","optional":true},"currency":{"type":"string","description":"3-letter ISO 4217 currency code","optional":true}}},"exchangeRate":{"type":"json","description":"Exchange rate that applies to the cash advance","optional":true,"properties":{"value":{"type":"string","description":"Exchange rate value","optional":true},"operation":{"type":"string","description":"Exchange rate operation (MULTIPLY)","optional":true}}},"approvalStatus":{"type":"json","description":"Approval status of the cash advance","optional":true,"properties":{"code":{"type":"string","description":"Status code","optional":true},"name":{"type":"string","description":"Status display name","optional":true}}},"paymentType":{"type":"json","description":"Payment type for the cash advance","optional":true,"properties":{"paymentCode":{"type":"string","description":"Payment type code","optional":true},"description":{"type":"string","description":"Payment method description","optional":true}}}}}},"sap_concur_get_expected_expense":{"status":{"type":"number","description":"HTTP status code returned by 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countrySubDivisionCode, iataCode, locationType}","optional":true},"exchangeRate":{"type":"json","description":"Exchange rate {value, operation}","optional":true},"allocations":{"type":"json","description":"Budget allocations array","optional":true},"tripData":{"type":"json","description":"Trip data {agencyBooked, selfBooked, tripType (ONE_WAY|ROUND_TRIP), legs[{id, returnLeg, startDate, startTime, startLocationDetail, startLocation, endLocation, class {code,value}, travelExceptionReasonCodes}], segmentType {category, code}}","optional":true},"parentRequest":{"type":"json","description":"Parent travel request resource link {href, id}","optional":true},"comments":{"type":"json","description":"Comments sub-resource link {href, id}","optional":true}}}},"sap_concur_get_expense":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Expense detail (ReportExpenseDetail) payload","properties":{"expenseId":{"type":"string","description":"Expense identifier","optional":true},"allocationSetId":{"type":"string","description":"Identifier of the associated allocation set","optional":true},"allocationState":{"type":"string","description":"FULLY_ALLOCATED, NOT_ALLOCATED, or PARTIALLY_ALLOCATED","optional":true},"expenseType":{"type":"json","description":"Expense type {id, name, code, isDeleted}","optional":true},"paymentType":{"type":"json","description":"Payment type {id, name, code}","optional":true},"transactionDate":{"type":"string","description":"Transaction date (YYYY-MM-DD)","optional":true},"budgetAccrualDate":{"type":"string","description":"Budget accrual date","optional":true},"transactionAmount":{"type":"json","description":"Transaction amount {currencyCode, value}","optional":true},"postedAmount":{"type":"json","description":"Posted amount in report currency {currencyCode, value}","optional":true},"claimedAmount":{"type":"json","description":"Non-personal claimed amount {currencyCode, value}","optional":true},"approvedAmount":{"type":"json","description":"Approved amount {currencyCode, value}","optional":true},"approverAdjustedAmount":{"type":"json","description":"Total amount adjusted by the approver","optional":true},"exchangeRate":{"type":"json","description":"Exchange rate {value, operation}","optional":true},"vendor":{"type":"json","description":"Vendor info {id, name, description}","optional":true},"location":{"type":"json","description":"Location {id, name, city, countryCode, countrySubDivisionCode}","optional":true},"businessPurpose":{"type":"string","description":"Business purpose","optional":true},"isExpenseBillable":{"type":"boolean","description":"Billable flag","optional":true},"isPersonalExpense":{"type":"boolean","description":"Personal-expense flag","optional":true},"isExpenseRejected":{"type":"boolean","description":"Whether the expense was rejected","optional":true},"isExcludedFromCashAdvanceByUser":{"type":"boolean","description":"Whether the user excluded this from cash advance","optional":true},"isImageRequired":{"type":"boolean","description":"Whether a receipt image is required","optional":true},"isPaperReceiptRequired":{"type":"boolean","description":"Whether a paper receipt is required","optional":true},"isPaperReceiptReceived":{"type":"boolean","description":"Whether a paper receipt was received","optional":true},"isAutoCreated":{"type":"boolean","description":"Auto-creation indicator","optional":true},"hasBlockingExceptions":{"type":"boolean","description":"Whether submission-blocking exceptions exist","optional":true},"hasExceptions":{"type":"boolean","description":"Whether any exceptions exist","optional":true},"hasMissingReceiptDeclaration":{"type":"boolean","description":"Affidavit declaration status","optional":true},"attendeeCount":{"type":"number","description":"Number of 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expense","optional":true},"taxRateLocation":{"type":"string","description":"Tax rate location: FOREIGN, HOME, or OUT_OF_PROVINCE","optional":true},"fuelTypeListItem":{"type":"json","description":"Fuel type list item {id, value, isValid}","optional":true},"merchantTaxId":{"type":"string","description":"Merchant tax identifier","optional":true},"customData":{"type":"json","description":"Array of custom field values [{id, value, isValid}]","optional":true},"parentExpenseId":{"type":"string","description":"Identifier of the parent expense (for itemizations)","optional":true},"authorizationRequestExpenseId":{"type":"string","description":"Linked travel-request expected expense identifier","optional":true},"jptRouteId":{"type":"string","description":"Japan Public Transport route id","optional":true},"invoiceId":{"type":"string","description":"Invoice identifier","optional":true},"governmentInvoiceId":{"type":"string","description":"Government invoice 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end (YYYY-MM-DD)","optional":true},"approvedAmount":{"type":"json","description":"Amount approved { value, currencyCode }","optional":true},"claimedAmount":{"type":"json","description":"Amount claimed { value, currencyCode }","optional":true},"reportTotal":{"type":"json","description":"Report total { value, currencyCode }","optional":true},"amountDueEmployee":{"type":"json","description":"Amount due employee","optional":true},"amountDueCompany":{"type":"json","description":"Amount due company","optional":true},"amountDueCompanyCard":{"type":"json","description":"Amount due company card","optional":true},"amountCompanyPaid":{"type":"json","description":"Amount company has paid","optional":true},"personalAmount":{"type":"json","description":"Personal portion of the report","optional":true},"paymentConfirmedAmount":{"type":"json","description":"Confirmed payment amount","optional":true},"amountNotApproved":{"type":"json","description":"Amount not 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report","optional":true},"canReopen":{"type":"boolean","description":"Whether the report can be reopened","optional":true},"isReceiptImageRequired":{"type":"boolean","description":"Whether receipt images are required","optional":true},"isReceiptImageAvailable":{"type":"boolean","description":"Whether receipt images are available","optional":true},"isPaperReceiptsReceived":{"type":"boolean","description":"Whether paper receipts were received","optional":true},"isPendingDelegatorReview":{"type":"boolean","description":"Whether pending delegator review","optional":true},"isFundsAndGrantsIntegrationEligible":{"type":"boolean","description":"Funds and grants eligibility","optional":true},"hasReceivedCashAdvanceReturns":{"type":"boolean","description":"Whether cash advance returns received","optional":true},"analyticsGroupId":{"type":"string","description":"Analytics group ID","optional":true},"hierarchyNodeId":{"type":"string","description":"Hierarchy node ID","optional":true},"allocationFormId":{"type":"string","description":"Allocation form ID","optional":true},"countryCode":{"type":"string","description":"ISO country code","optional":true},"countrySubDivisionCode":{"type":"string","description":"ISO country subdivision code","optional":true},"country":{"type":"string","description":"Country name","optional":true},"businessPurpose":{"type":"string","description":"Business purpose","optional":true},"comment":{"type":"string","description":"Header-level comment on the report","optional":true},"reportVersion":{"type":"number","description":"Report version number","optional":true},"reportType":{"type":"string","description":"Report type identifier","optional":true},"cardProgramStatementPeriodId":{"type":"string","description":"Card program statement period ID","optional":true},"defaultFieldAccess":{"type":"string","description":"Default field access (HD/RO/RW)","optional":true},"imageStatus":{"type":"string","description":"Image status","optional":true},"receiptContainerId":{"type":"string","description":"Receipt container ID","optional":true},"receiptStatus":{"type":"string","description":"Receipt status","optional":true},"sponsorId":{"type":"string","description":"Sponsor ID","optional":true},"submitterId":{"type":"string","description":"Submitter user ID","optional":true},"taxConfigId":{"type":"string","description":"Tax configuration ID","optional":true},"redirectFund":{"type":"json","description":"Redirect fund object { amount, creditCardId }","optional":true},"customData":{"type":"array","description":"Array of custom data { id, value, isValid }. 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The document is rooted at <Itinerary> and contains id, ItinLocator, ClientLocator, ItinSourceName, BookedVia, TripName, Status, Description, Comments, CancelComments, ProjectName, StartDateUtc, EndDateUtc, StartDateLocal, EndDateLocal, DateCreatedUtc, DateModifiedUtc, DateBookedLocal, BookedByFirstName, BookedByLastName, IsPersonal, RuleViolations, and Bookings > Booking. When systemFormat=Tripit is passed the document is rooted at <Response><Trip> instead."}},"sap_concur_get_list":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"List detail payload","properties":{"id":{"type":"string","description":"Unique identifier (UUID) of the list","optional":true},"value":{"type":"string","description":"Name of the list","optional":true},"levelCount":{"type":"number","description":"Number of levels in the list","optional":true},"searchCriteria":{"type":"string","description":"Search attribute (TEXT or CODE)","optional":true},"displayFormat":{"type":"string","description":"Display order ((CODE) TEXT or TEXT (CODE))","optional":true},"category":{"type":"json","description":"List category","optional":true,"properties":{"id":{"type":"string","description":"Category UUID","optional":true},"type":{"type":"string","description":"Category 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purchase request","optional":true},"purchaseRequestNumber":{"type":"string","description":"Human-readable purchase request number","optional":true},"purchaseRequestQueueStatus":{"type":"string","description":"Queue status of the purchase request","optional":true},"purchaseRequestWorkflowStatus":{"type":"string","description":"Workflow status of the purchase request","optional":true},"purchaseOrders":{"type":"array","description":"Purchase orders generated from the request","optional":true,"items":{"type":"json","properties":{"purchaseOrderNumber":{"type":"string","description":"Purchase order number","optional":true}}}},"purchaseRequestExceptions":{"type":"array","description":"Exceptions raised on the purchase request","optional":true,"items":{"type":"json","properties":{"eventCode":{"type":"string","description":"Event code","optional":true},"exceptionCode":{"type":"string","description":"Exception code","optional":true},"isCleared":{"type":"boolean","description":"Whether the exception has been cleared","optional":true},"prExceptionId":{"type":"string","description":"Identifier of the exception record","optional":true},"message":{"type":"string","description":"Exception message","optional":true}}}}}}},"sap_concur_get_receipt":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Receipt detail payload","properties":{"id":{"type":"string","description":"Receipt identifier","optional":true},"userId":{"type":"string","description":"Owning user UUID","optional":true},"dateTimeReceived":{"type":"string","description":"Timestamp when the receipt was received (ISO 8601)","optional":true},"receipt":{"type":"json","description":"Parsed receipt JSON object","optional":true},"image":{"type":"string","description":"Receipt image URL or data reference","optional":true},"validationSchema":{"type":"string","description":"Schema used to validate the receipt","optional":true},"self":{"type":"string","description":"URL to this receipt resource","optional":true},"template":{"type":"string","description":"URL template for receipts","optional":true}}}},"sap_concur_get_receipt_status":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Receipt status payload","properties":{"status":{"type":"string","description":"Processing status: ACCEPTED, PROCESSING, PROCESSED, or FAILED","optional":true},"logs":{"type":"array","description":"Array of log entries","optional":true,"items":{"type":"json","properties":{"logLevel":{"type":"string","description":"Log level","optional":true},"message":{"type":"string","description":"Log message","optional":true},"timestamp":{"type":"string","description":"Log timestamp","optional":true}}}}}}},"sap_concur_get_request_cash_advance":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Cash advance detail","properties":{"cashAdvanceId":{"type":"string","description":"Unique cash advance identifier","optional":true},"amountRequested":{"type":"json","description":"Requested amount","optional":true,"properties":{"amount":{"type":"number","description":"Preferred amount field — use this over value","optional":true},"value":{"type":"number","description":"Legacy amount value — will soon be deprecated in favor of amount","optional":true},"currency":{"type":"string","description":"Currency code","optional":true}}},"approvalStatus":{"type":"json","description":"Approval status","optional":true,"properties":{"code":{"type":"string","description":"Status code","optional":true},"name":{"type":"string","description":"Status name","optional":true}}},"requestDate":{"type":"string","description":"Request datetime (ISO 8601)","optional":true},"issueDate":{"type":"string","description":"Date the cash advance was issued (ISO 8601)","optional":true},"comment":{"type":"string","description":"Comment attached to the cash advance","optional":true},"exchangeRate":{"type":"json","description":"Exchange rate","optional":true,"properties":{"value":{"type":"number","description":"Rate value","optional":true},"operation":{"type":"string","description":"Multiply or divide","optional":true}}}}}},"sap_concur_get_travel_profile":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"string","description":"Raw XML travel profile document returned by Concur (Travel Profile v2 emits application/xml only, per the TravelUserProfile.xsd schema, so this is a string and not a parsed object). The Profile root element contains General, EmergencyContact, Telephones, Addresses, NationalIDs, DriversLicenses, HasNoPassport, Passports, Visas, EmailAddresses, RatePreferences, DiscountCodes, Air, Rail, Car, Hotel, CustomFields, Roles, Sponsors, TSAInfo, UnusedTickets, SouthwestUnusedTickets, and AdvantageMemberships. LoginId is an attribute of the <ProfileResponse> element returned by create/update, not a child element; XmlProfileSyncID and ProfileLastModifiedUTC belong to the Travel Profile summaries (ProfileSummary) response, not to this document."}},"sap_concur_get_travel_request":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Travel request detail payload","properties":{"id":{"type":"string","description":"Travel request UUID","optional":true},"href":{"type":"string","description":"Resource hyperlink","optional":true},"requestId":{"type":"string","description":"Public-facing request ID (4-6 alphanumeric characters)","optional":true},"name":{"type":"string","description":"Request name","optional":true},"businessPurpose":{"type":"string","description":"Business purpose","optional":true},"comment":{"type":"string","description":"Last attached comment","optional":true},"creationDate":{"type":"string","description":"Creation 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Cloudflare deprecated this field in favour of destinations, which is the one to read on a current application","items":{"type":"string","description":"Hostname and path"},"optional":true},"destinations":{"type":"json","description":"Public and private destinations secured by the application","optional":true},"tags":{"type":"array","description":"Tags categorizing the application","items":{"type":"string","description":"Tag name"},"optional":true},"policies":{"type":"json","description":"Access policies attached to the application","optional":true}},"cloudflare_create_access_policy":{"id":{"type":"string","description":"Created policy identifier"},"name":{"type":"string","description":"Policy name","optional":true},"decision":{"type":"string","description":"Decision the policy applies: allow, deny, non_identity, or bypass","optional":true},"precedence":{"type":"number","description":"Evaluation order of the policy within the application","optional":true},"include":{"type":"json","description":"Rules evaluated with OR logic","optional":true},"exclude":{"type":"json","description":"Rules evaluated with NOT logic","optional":true},"require":{"type":"json","description":"Rules evaluated with AND logic","optional":true},"session_duration":{"type":"string","description":"How long a session granted by this policy stays valid","optional":true},"approval_required":{"type":"boolean","description":"Whether an approver must grant each access request","optional":true},"isolation_required":{"type":"boolean","description":"Whether the session must run in a remote browser","optional":true},"purpose_justification_required":{"type":"boolean","description":"Whether users must state a reason for access","optional":true},"purpose_justification_prompt":{"type":"string","description":"Prompt shown when a justification is required","optional":true},"created_at":{"type":"string","description":"Creation timestamp","optional":true},"updated_at":{"type":"string","description":"Last update timestamp","optional":true}},"cloudflare_create_access_service_token":{"id":{"type":"string","description":"Created service token identifier"},"name":{"type":"string","description":"Service token name","optional":true},"client_id":{"type":"string","description":"Client ID sent in the CF-Access-Client-Id header","optional":true},"client_secret":{"type":"string","description":"Client secret sent in the CF-Access-Client-Secret header. Returned only once, at creation","optional":true},"duration":{"type":"string","description":"How long the token stays valid before it expires","optional":true},"enabled":{"type":"boolean","description":"Whether the token is active","optional":true},"expires_at":{"type":"string","description":"Expiry timestamp","optional":true},"last_seen_at":{"type":"string","description":"When the token was last used","optional":true},"created_at":{"type":"string","description":"Creation timestamp","optional":true},"updated_at":{"type":"string","description":"Last update timestamp","optional":true}},"cloudflare_create_dns_record":{"id":{"type":"string","description":"Unique identifier for the created DNS record"},"zone_id":{"type":"string","description":"The ID of the zone the record belongs to"},"zone_name":{"type":"string","description":"The name of the zone"},"type":{"type":"string","description":"DNS record type (A, AAAA, CNAME, MX, TXT, etc.)"},"name":{"type":"string","description":"DNS record hostname"},"content":{"type":"string","description":"DNS record value (e.g., IP address, target hostname)"},"proxiable":{"type":"boolean","description":"Whether the record can be proxied through Cloudflare"},"proxied":{"type":"boolean","description":"Whether Cloudflare proxy is enabled"},"ttl":{"type":"number","description":"Time to live in seconds (1 = automatic)"},"locked":{"type":"boolean","description":"Whether the record is locked"},"priority":{"type":"number","description":"Record priority, returned for MX and URI records","optional":true},"comment":{"type":"string","description":"Comment associated with the record","optional":true},"tags":{"type":"array","description":"Tags associated with the record","items":{"type":"string","description":"Tag value"}},"comment_modified_on":{"type":"string","description":"ISO 8601 timestamp when the comment was last modified","optional":true},"tags_modified_on":{"type":"string","description":"ISO 8601 timestamp when tags were last modified","optional":true},"meta":{"type":"object","description":"Record metadata","optional":true,"properties":{"source":{"type":"string","description":"Source of the DNS record"}}},"created_on":{"type":"string","description":"ISO 8601 timestamp when the record was created"},"modified_on":{"type":"string","description":"ISO 8601 timestamp when the record was last modified"}},"cloudflare_create_r2_bucket":{"name":{"type":"string","description":"Created bucket name"},"creation_date":{"type":"string","description":"Creation timestamp","optional":true},"location":{"type":"string","description":"Location the bucket was created in","optional":true},"storage_class":{"type":"string","description":"Default storage class (Standard or InfrequentAccess)","optional":true},"jurisdiction":{"type":"string","description":"Data-residency jurisdiction (default, eu, or fedramp)","optional":true}},"cloudflare_create_rate_limit_rule":{"id":{"type":"string","description":"Ruleset ID of the http_ratelimit entry point"},"name":{"type":"string","description":"Ruleset name"},"description":{"type":"string","description":"Ruleset description"},"kind":{"type":"string","description":"Ruleset kind"},"phase":{"type":"string","description":"Phase the ruleset runs in (http_ratelimit)"},"version":{"type":"string","description":"Ruleset version after the change","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"rules":{"type":"array","description":"Rate limiting rules after the change, in evaluation order","items":{"type":"object","properties":{"id":{"type":"string","description":"Rule identifier"},"version":{"type":"string","description":"Rule version","optional":true},"action":{"type":"string","description":"Action applied once the limit is exceeded"},"action_parameters":{"type":"json","description":"Action-specific parameters","optional":true},"expression":{"type":"string","description":"Filter expression"},"description":{"type":"string","description":"Rule description"},"enabled":{"type":"boolean","description":"Whether the rule is enabled"},"ref":{"type":"string","description":"Rule reference tag","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"categories":{"type":"array","description":"Managed-rule categories","items":{"type":"string","description":"Category tag"}},"logging":{"type":"json","description":"Logging configuration","optional":true},"ratelimit":{"type":"json","description":"Rate limiting configuration applied to the rule","optional":true}}}}},"cloudflare_create_ruleset":{"id":{"type":"string","description":"Ruleset identifier"},"name":{"type":"string","description":"Ruleset name"},"description":{"type":"string","description":"Ruleset description"},"kind":{"type":"string","description":"Ruleset kind (managed, custom, root, or zone)"},"phase":{"type":"string","description":"Phase the ruleset runs in"},"version":{"type":"string","description":"Ruleset version","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"rules":{"type":"array","description":"Rules contained in the ruleset, in evaluation order","items":{"type":"object","properties":{"id":{"type":"string","description":"Rule identifier"},"version":{"type":"string","description":"Rule version","optional":true},"action":{"type":"string","description":"Action the rule performs (e.g., block, challenge, log, skip, execute)"},"action_parameters":{"type":"json","description":"Action-specific parameters, including managed-ruleset overrides on execute rules","optional":true},"expression":{"type":"string","description":"Filter expression selecting matching requests. Empty on managed-ruleset rules"},"description":{"type":"string","description":"Rule description"},"enabled":{"type":"boolean","description":"Whether the rule is enabled"},"ref":{"type":"string","description":"Rule reference tag that survives rule updates","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"categories":{"type":"array","description":"Managed-rule categories","items":{"type":"string","description":"Category tag"}},"logging":{"type":"json","description":"Logging configuration","optional":true},"ratelimit":{"type":"json","description":"Rate limiting configuration for rules in the http_ratelimit phase","optional":true}}}}},"cloudflare_create_ruleset_rule":{"id":{"type":"string","description":"Ruleset identifier"},"name":{"type":"string","description":"Ruleset name"},"description":{"type":"string","description":"Ruleset description"},"kind":{"type":"string","description":"Ruleset kind (managed, custom, root, or zone)"},"phase":{"type":"string","description":"Phase the ruleset runs in"},"version":{"type":"string","description":"Ruleset version after the change","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"rules":{"type":"array","description":"Rules in the ruleset after the change, in evaluation order","items":{"type":"object","properties":{"id":{"type":"string","description":"Rule identifier"},"version":{"type":"string","description":"Rule version","optional":true},"action":{"type":"string","description":"Action the rule performs"},"action_parameters":{"type":"json","description":"Action-specific parameters","optional":true},"expression":{"type":"string","description":"Filter expression"},"description":{"type":"string","description":"Rule description"},"enabled":{"type":"boolean","description":"Whether the rule is enabled"},"ref":{"type":"string","description":"Rule reference tag","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"categories":{"type":"array","description":"Managed-rule categories","items":{"type":"string","description":"Category tag"}},"logging":{"type":"json","description":"Logging configuration","optional":true},"ratelimit":{"type":"json","description":"Rate limiting configuration","optional":true}}}}},"cloudflare_create_zone":{"id":{"type":"string","description":"Created zone ID"},"name":{"type":"string","description":"Domain name"},"status":{"type":"string","description":"Zone status (initializing, pending, active, moved)"},"paused":{"type":"boolean","description":"Whether the zone is paused"},"type":{"type":"string","description":"Zone type (full, partial, secondary, or internal)"},"name_servers":{"type":"array","description":"Assigned Cloudflare name servers","items":{"type":"string","description":"Name server hostname"}},"original_name_servers":{"type":"array","description":"Original name servers before moving to Cloudflare","items":{"type":"string","description":"Name server hostname"},"optional":true},"created_on":{"type":"string","description":"ISO 8601 date when the zone was created"},"modified_on":{"type":"string","description":"ISO 8601 date when the zone was last modified"},"activated_on":{"type":"string","description":"ISO 8601 date when the zone was activated","optional":true},"development_mode":{"type":"number","description":"Seconds remaining in development mode (0 = off)"},"plan":{"type":"object","description":"Zone plan information","properties":{"id":{"type":"string","description":"Plan identifier"},"name":{"type":"string","description":"Plan name"},"price":{"type":"number","description":"Plan price"},"is_subscribed":{"type":"boolean","description":"Whether the zone is subscribed to the plan"},"frequency":{"type":"string","description":"Plan billing frequency"},"currency":{"type":"string","description":"Plan currency"},"legacy_id":{"type":"string","description":"Legacy plan identifier"}}},"account":{"type":"object","description":"Account the zone belongs to","properties":{"id":{"type":"string","description":"Account identifier"},"name":{"type":"string","description":"Account name"}}},"owner":{"type":"object","description":"Zone owner information","properties":{"id":{"type":"string","description":"Owner identifier"},"name":{"type":"string","description":"Owner name"},"type":{"type":"string","description":"Owner type"}}},"meta":{"type":"object","description":"Zone metadata","properties":{"cdn_only":{"type":"boolean","description":"Whether the zone is CDN only"},"custom_certificate_quota":{"type":"number","description":"Custom certificate quota"},"dns_only":{"type":"boolean","description":"Whether the zone is DNS only"},"foundation_dns":{"type":"boolean","description":"Whether foundation DNS is enabled"},"page_rule_quota":{"type":"number","description":"Page rule quota"},"phishing_detected":{"type":"boolean","description":"Whether phishing was detected"},"step":{"type":"number","description":"Current setup step"}},"optional":true},"vanity_name_servers":{"type":"array","description":"Custom vanity name servers","items":{"type":"string","description":"Vanity name server hostname"},"optional":true},"permissions":{"type":"array","description":"User permissions for the zone","items":{"type":"string","description":"Permission string"},"optional":true}},"cloudflare_delete_access_application":{"id":{"type":"string","description":"Identifier of the deleted Access application"}},"cloudflare_delete_access_policy":{"id":{"type":"string","description":"Identifier of the deleted Access policy"}},"cloudflare_delete_dns_record":{"id":{"type":"string","description":"Deleted record ID"}},"cloudflare_delete_r2_bucket":{"name":{"type":"string","description":"Name of the deleted bucket. Cloudflare returns an empty result body for this endpoint, so the name is echoed from the request"}},"cloudflare_delete_ruleset_rule":{"id":{"type":"string","description":"Ruleset identifier"},"name":{"type":"string","description":"Ruleset name"},"description":{"type":"string","description":"Ruleset description"},"kind":{"type":"string","description":"Ruleset kind (managed, custom, root, or zone)"},"phase":{"type":"string","description":"Phase the ruleset runs in"},"version":{"type":"string","description":"Ruleset version after the change","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"rules":{"type":"array","description":"Rules remaining in the ruleset, in evaluation order","items":{"type":"object","properties":{"id":{"type":"string","description":"Rule identifier"},"version":{"type":"string","description":"Rule version","optional":true},"action":{"type":"string","description":"Action the rule performs"},"action_parameters":{"type":"json","description":"Action-specific parameters","optional":true},"expression":{"type":"string","description":"Filter expression"},"description":{"type":"string","description":"Rule description"},"enabled":{"type":"boolean","description":"Whether the rule is enabled"},"ref":{"type":"string","description":"Rule reference tag","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"categories":{"type":"array","description":"Managed-rule categories","items":{"type":"string","description":"Category tag"}},"logging":{"type":"json","description":"Logging configuration","optional":true},"ratelimit":{"type":"json","description":"Rate limiting configuration","optional":true}}}}},"cloudflare_delete_zone":{"id":{"type":"string","description":"Deleted zone ID"}},"cloudflare_dns_analytics":{"totals":{"type":"object","description":"Aggregate DNS analytics totals for the entire queried period. Only the metrics that were requested are present.","properties":{"queryCount":{"type":"number","description":"Total number of DNS queries. Absent when queryCount was not requested","optional":true},"uncachedCount":{"type":"number","description":"Number of uncached DNS queries. Absent when uncachedCount was not requested","optional":true},"staleCount":{"type":"number","description":"Number of stale DNS queries. Absent when staleCount was not requested","optional":true},"responseTimeAvg":{"type":"number","description":"Average response time in milliseconds","optional":true},"responseTimeMedian":{"type":"number","description":"Median response time in milliseconds","optional":true},"responseTime90th":{"type":"number","description":"90th percentile response time in milliseconds","optional":true},"responseTime99th":{"type":"number","description":"99th percentile response time in milliseconds","optional":true}}},"min":{"type":"json","description":"Per-metric minimums. Cloudflare documents this field as currently always an empty object, so treat a populated value as unexpected rather than relied upon.","optional":true},"max":{"type":"json","description":"Per-metric maximums. Cloudflare documents this field as currently always an empty object, so treat a populated value as unexpected rather than relied upon.","optional":true},"data":{"type":"array","description":"Raw analytics data rows returned by the Cloudflare DNS analytics report","items":{"type":"object","properties":{"dimensions":{"type":"array","description":"Dimension values for this data row, parallel to the requested dimensions list","items":{"type":"string","description":"Dimension value"}},"metrics":{"type":"array","description":"Metric values for this data row, parallel to the requested metrics list","items":{"type":"number","description":"Metric value"}}}}},"data_lag":{"type":"number","description":"Processing lag in seconds before analytics data becomes available"},"rows":{"type":"number","description":"Total number of rows in the result set"},"query":{"type":"object","description":"Echo of the query parameters sent to the API","optional":true,"properties":{"since":{"type":"string","description":"Start date of the analytics query"},"until":{"type":"string","description":"End date of the analytics query"},"metrics":{"type":"array","description":"Metrics requested in the query","items":{"type":"string","description":"Metric name"}},"dimensions":{"type":"array","description":"Dimensions requested in the query","items":{"type":"string","description":"Dimension name"}},"filters":{"type":"string","description":"Filters applied to the query"},"sort":{"type":"array","description":"Sort order applied to the query","items":{"type":"string","description":"Sort field with direction prefix"}},"limit":{"type":"number","description":"Maximum number of results requested"}}}},"cloudflare_get_access_application":{"id":{"type":"string","description":"Access application identifier"},"name":{"type":"string","description":"Application name","optional":true},"domain":{"type":"string","description":"Primary hostname and path secured by Access","optional":true},"type":{"type":"string","description":"Application type (e.g., self_hosted, saas, ssh, app_launcher, bookmark)","optional":true},"aud":{"type":"string","description":"Audience tag used to verify Access JWTs","optional":true},"session_duration":{"type":"string","description":"How long an Access session stays valid (e.g., 24h)","optional":true},"allowed_idps":{"type":"array","description":"Identity provider IDs users may authenticate with","items":{"type":"string","description":"Identity provider ID"},"optional":true},"app_launcher_visible":{"type":"boolean","description":"Whether the app appears in the App Launcher","optional":true},"auto_redirect_to_identity":{"type":"boolean","description":"Whether users skip the identity provider picker","optional":true},"custom_deny_message":{"type":"string","description":"Message shown when access is denied","optional":true},"custom_deny_url":{"type":"string","description":"URL users are redirected to when access is denied","optional":true},"logo_url":{"type":"string","description":"Logo image URL","optional":true},"self_hosted_domains":{"type":"array","description":"Additional hostnames and paths secured by the application. Cloudflare deprecated this field in favour of destinations, which is the one to read on a current application","items":{"type":"string","description":"Hostname and path"},"optional":true},"destinations":{"type":"json","description":"Public and private destinations secured by the application","optional":true},"tags":{"type":"array","description":"Tags categorizing the application","items":{"type":"string","description":"Tag name"},"optional":true},"policies":{"type":"json","description":"Access policies attached to the application","optional":true}},"cloudflare_get_r2_bucket":{"name":{"type":"string","description":"Bucket name"},"creation_date":{"type":"string","description":"Creation timestamp","optional":true},"location":{"type":"string","description":"Location hint the bucket was created with (apac, eeur, enam, weur, wnam, or oc)","optional":true},"storage_class":{"type":"string","description":"Default storage class (Standard or InfrequentAccess)","optional":true},"jurisdiction":{"type":"string","description":"Data-residency jurisdiction (default, eu, or fedramp)","optional":true}},"cloudflare_get_ruleset":{"id":{"type":"string","description":"Ruleset identifier"},"name":{"type":"string","description":"Ruleset name"},"description":{"type":"string","description":"Ruleset description"},"kind":{"type":"string","description":"Ruleset kind (managed, custom, root, or zone)"},"phase":{"type":"string","description":"Phase the ruleset runs in"},"version":{"type":"string","description":"Ruleset version","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"rules":{"type":"array","description":"Rules contained in the ruleset, in evaluation order","items":{"type":"object","properties":{"id":{"type":"string","description":"Rule identifier"},"version":{"type":"string","description":"Rule version","optional":true},"action":{"type":"string","description":"Action the rule performs (e.g., block, challenge, log, skip, execute)"},"action_parameters":{"type":"json","description":"Action-specific parameters, including managed-ruleset overrides on execute rules","optional":true},"expression":{"type":"string","description":"Filter expression selecting matching requests. Empty on managed-ruleset rules"},"description":{"type":"string","description":"Rule description"},"enabled":{"type":"boolean","description":"Whether the rule is enabled"},"ref":{"type":"string","description":"Rule reference tag that survives rule updates","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"categories":{"type":"array","description":"Managed-rule categories","items":{"type":"string","description":"Category tag"}},"logging":{"type":"json","description":"Logging configuration","optional":true},"ratelimit":{"type":"json","description":"Rate limiting configuration for rules in the http_ratelimit phase","optional":true}}}}},"cloudflare_get_ruleset_entrypoint":{"id":{"type":"string","description":"Entry point ruleset identifier"},"name":{"type":"string","description":"Ruleset name"},"description":{"type":"string","description":"Ruleset description"},"kind":{"type":"string","description":"Ruleset kind (managed, custom, root, or zone)"},"phase":{"type":"string","description":"Phase the ruleset runs in"},"version":{"type":"string","description":"Ruleset version","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"rules":{"type":"array","description":"Rules contained in the ruleset, in evaluation order","items":{"type":"object","properties":{"id":{"type":"string","description":"Rule identifier"},"version":{"type":"string","description":"Rule version","optional":true},"action":{"type":"string","description":"Action the rule performs (e.g., block, challenge, log, skip, execute)"},"action_parameters":{"type":"json","description":"Action-specific parameters, including managed-ruleset overrides on execute rules","optional":true},"expression":{"type":"string","description":"Filter expression selecting matching requests. Empty on managed-ruleset rules"},"description":{"type":"string","description":"Rule description"},"enabled":{"type":"boolean","description":"Whether the rule is enabled"},"ref":{"type":"string","description":"Rule reference tag that survives rule updates","optional":true},"last_updated":{"type":"string","description":"RFC 3339 timestamp of the last change","optional":true},"categories":{"type":"array","description":"Managed-rule categories","items":{"type":"string","description":"Category tag"}},"logging":{"type":"json","description":"Logging configuration","optional":true},"ratelimit":{"type":"json","description":"Rate limiting configuration for rules in the http_ratelimit phase","optional":true}}}}},"cloudflare_get_tunnel":{"id":{"type":"string","description":"Tunnel identifier"},"name":{"type":"string","description":"Tunnel name","optional":true},"account_tag":{"type":"string","description":"Account the tunnel belongs to","optional":true},"config_src":{"type":"string","description":"Where the tunnel configuration lives: local or cloudflare","optional":true},"status":{"type":"string","description":"Tunnel health: inactive, degraded, healthy, or down","optional":true},"tun_type":{"type":"string","description":"Tunnel type, e.g. cfd_tunnel, warp_connector, or warp","optional":true},"remote_config":{"type":"boolean","description":"Whether the tunnel is remotely managed","optional":true},"metadata":{"type":"json","description":"Metadata associated with the tunnel","optional":true},"created_at":{"type":"string","description":"Creation timestamp","optional":true},"deleted_at":{"type":"string","description":"Deletion timestamp","optional":true},"conns_active_at":{"type":"string","description":"When the tunnel last had active connections","optional":true},"conns_inactive_at":{"type":"string","description":"When the tunnel last lost all connections","optional":true},"connections":{"type":"json","description":"Active connector connections for the tunnel","optional":true}},"cloudflare_get_tunnel_configuration":{"tunnel_id":{"type":"string","description":"Tunnel the configuration belongs to"},"account_id":{"type":"string","description":"Account the tunnel belongs to"},"version":{"type":"number","description":"Configuration version, incremented on every change","optional":true},"source":{"type":"string","description":"Where the configuration is managed: local or cloudflare","optional":true},"created_at":{"type":"string","description":"Creation timestamp","optional":true},"config":{"type":"json","description":"Tunnel configuration with ingress rules, originRequest defaults, and warp-routing settings","optional":true}},"cloudflare_get_worker_script_settings":{"bindings":{"type":"json","description":"Resource bindings available to the script (KV, R2, D1, secrets, and more)","optional":true},"compatibility_date":{"type":"string","description":"Workers runtime compatibility date","optional":true},"compatibility_flags":{"type":"array","description":"Workers runtime compatibility flags","items":{"type":"string","description":"Compatibility flag"},"optional":true},"limits":{"type":"json","description":"CPU and other execution limits","optional":true},"logpush":{"type":"boolean","description":"Whether Workers Logpush is enabled","optional":true},"migrations":{"type":"json","description":"Durable Object migrations","optional":true},"observability":{"type":"json","description":"Observability and log-sampling configuration","optional":true},"placement":{"type":"json","description":"Smart placement configuration","optional":true},"tags":{"type":"array","description":"Tags attached to the script","items":{"type":"string","description":"Tag name"},"optional":true},"tail_consumers":{"type":"json","description":"Workers that consume this script\'s tail events","optional":true},"usage_model":{"type":"string","description":"Billing usage model","optional":true}},"cloudflare_get_zone":{"id":{"type":"string","description":"Zone ID"},"name":{"type":"string","description":"Domain name"},"status":{"type":"string","description":"Zone status (initializing, pending, active, moved)"},"paused":{"type":"boolean","description":"Whether the zone is paused"},"type":{"type":"string","description":"Zone type (full, partial, secondary, or internal)"},"name_servers":{"type":"array","description":"Assigned Cloudflare name servers","items":{"type":"string","description":"Name server hostname"}},"original_name_servers":{"type":"array","description":"Original name servers before moving to Cloudflare","items":{"type":"string","description":"Name server hostname"},"optional":true},"created_on":{"type":"string","description":"ISO 8601 date when the zone was created"},"modified_on":{"type":"string","description":"ISO 8601 date when the zone was last modified"},"activated_on":{"type":"string","description":"ISO 8601 date when the zone was activated","optional":true},"development_mode":{"type":"number","description":"Seconds remaining in development mode (0 = off)"},"plan":{"type":"object","description":"Zone plan information","properties":{"id":{"type":"string","description":"Plan identifier"},"name":{"type":"string","description":"Plan name"},"price":{"type":"number","description":"Plan price"},"is_subscribed":{"type":"boolean","description":"Whether the zone is subscribed to the plan"},"frequency":{"type":"string","description":"Plan billing frequency"},"currency":{"type":"string","description":"Plan currency"},"legacy_id":{"type":"string","description":"Legacy plan identifier"}}},"account":{"type":"object","description":"Account the zone belongs to","properties":{"id":{"type":"string","description":"Account identifier"},"name":{"type":"string","description":"Account name"}}},"owner":{"type":"object","description":"Zone owner information","properties":{"id":{"type":"string","description":"Owner identifier"},"name":{"type":"string","description":"Owner name"},"type":{"type":"string","description":"Owner type"}}},"meta":{"type":"object","description":"Zone metadata","properties":{"cdn_only":{"type":"boolean","description":"Whether the zone is CDN only"},"custom_certificate_quota":{"type":"number","description":"Custom certificate quota"},"dns_only":{"type":"boolean","description":"Whether the zone is DNS only"},"foundation_dns":{"type":"boolean","description":"Whether foundation DNS is enabled"},"page_rule_quota":{"type":"number","description":"Page rule quota"},"phishing_detected":{"type":"boolean","description":"Whether phishing was detected"},"step":{"type":"number","description":"Current setup step"}},"optional":true},"vanity_name_servers":{"type":"array","description":"Custom vanity name servers","items":{"type":"string","description":"Vanity name server hostname"},"optional":true},"permissions":{"type":"array","description":"User permissions for the zone","items":{"type":"string","description":"Permission string"},"optional":true}},"cloudflare_get_zone_settings":{"settings":{"type":"array","description":"The zone settings that were readable","items":{"type":"object","properties":{"id":{"type":"string","description":"Setting identifier (e.g., ssl, cache_level, security_level, always_use_https)"},"value":{"type":"string","description":"Setting value as a string. Simple values returned as-is (e.g., \\"full\\", \\"on\\"). Complex values are JSON-stringified (e.g., {\\"css\\":\\"on\\",\\"html\\":\\"on\\",\\"js\\":\\"on\\"})."},"editable":{"type":"boolean","description":"Whether the setting can be modified for the current zone plan"},"modified_on":{"type":"string","description":"ISO 8601 timestamp when the setting was last modified"},"time_remaining":{"type":"number","description":"Development mode countdown, in seconds. Cloudflare documents this only on the zones_development_mode setting, where it is the interval from when development mode expires (positive) or last expired (negative)","optional":true}}}},"unreadable":{"type":"array","description":"Requested settings Cloudflare refused, typically because the zone plan does not expose them or the setting ID does not exist","items":{"type":"object","properties":{"id":{"type":"string","description":"The requested setting identifier"},"error":{"type":"string","description":"Why Cloudflare would not return the setting"}}}}},"cloudflare_list_access_applications":{"applications":{"type":"array","description":"Access applications in the account","items":{"type":"object","properties":{"id":{"type":"string","description":"Access application identifier"},"name":{"type":"string","description":"Application name","optional":true},"domain":{"type":"string","description":"Primary hostname and path secured by Access","optional":true},"type":{"type":"string","description":"Application type (e.g., self_hosted, saas, ssh, app_launcher, bookmark)","optional":true},"aud":{"type":"string","description":"Audience tag used to verify Access JWTs","optional":true},"session_duration":{"type":"string","description":"How long an Access session stays valid (e.g., 24h)","optional":true},"allowed_idps":{"type":"array","description":"Identity provider IDs users may authenticate with","items":{"type":"string","description":"Identity provider ID"},"optional":true},"app_launcher_visible":{"type":"boolean","description":"Whether the app appears in the App Launcher","optional":true},"auto_redirect_to_identity":{"type":"boolean","description":"Whether users skip the identity provider picker","optional":true},"custom_deny_message":{"type":"string","description":"Message shown when access is denied","optional":true},"custom_deny_url":{"type":"string","description":"URL users are redirected to when access is denied","optional":true},"logo_url":{"type":"string","description":"Logo image URL","optional":true},"self_hosted_domains":{"type":"array","description":"Additional hostnames and paths secured by the application. 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Its shape follows whatever settings object was edited, so it is dynamic","nullable":true},"settingsSchemaId":{"type":"string","description":"Settings schema ID (dt.settings.schema_id)","nullable":true},"settingsScopeId":{"type":"string","description":"Settings scope ID (dt.settings.scope_id)","nullable":true},"settingsKey":{"type":"string","description":"Settings key (dt.settings.key)","nullable":true},"settingsObjectId":{"type":"string","description":"Settings object ID (dt.settings.object_id)","nullable":true},"settingsObjectSummary":{"type":"string","description":"Settings object summary (dt.settings.object_summary)","nullable":true},"settingsScopeName":{"type":"string","description":"Settings scope name (dt.settings.scope_name)","nullable":true}}}},"totalCount":{"type":"number","description":"Total number of matching entries","nullable":true},"pageSize":{"type":"number","description":"Number of entries in this page","nullable":true},"nextPageKey":{"type":"string","description":"Cursor for the next page. 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Only present when requested via Fields","nullable":true,"properties":{"impacts":{"type":"array","description":"One entry per impacted application, service, or mobile app","items":{"type":"object","properties":{"impactType":{"type":"string","description":"APPLICATION, CUSTOM_APPLICATION, MOBILE, or SERVICE"},"impactedEntity":{"type":"json","description":"The impacted entity","properties":{"entityId":{"type":"json","description":"Identifier of the entity","properties":{"id":{"type":"string","description":"Entity ID"},"type":{"type":"string","description":"Entity type"}}},"name":{"type":"string","description":"Entity display name"}}},"estimatedAffectedUsers":{"type":"number","description":"Users Davis estimates were affected"}}}}}},"recentComments":{"type":"json","description":"Most recent comments. Only present when requested via Fields","nullable":true,"properties":{"totalCount":{"type":"number","description":"Total comments on the problem"},"pageSize":{"type":"number","description":"Comments in this page"},"nextPageKey":{"type":"string","description":"Cursor for the next page","nullable":true},"comments":{"type":"array","description":"The comments themselves","items":{"type":"object","properties":{"id":{"type":"string","description":"Comment ID"},"authorName":{"type":"string","description":"Author of the comment"},"content":{"type":"string","description":"Comment text"},"context":{"type":"string","description":"Context of the comment","nullable":true},"createdAtTimestamp":{"type":"number","description":"Created in UTC milliseconds"}}}}}}}}},"dynatrace_get_problem_comment":{"comment":{"type":"object","description":"The requested comment","properties":{"id":{"type":"string","description":"Comment ID"},"authorName":{"type":"string","description":"Name of the comment author"},"content":{"type":"string","description":"Comment text"},"context":{"type":"string","description":"Context of the comment","nullable":true},"createdAtTimestamp":{"type":"number","description":"Creation timestamp in UTC milliseconds"}}}},"dynatrace_get_security_problem":{"securityProblem":{"type":"object","description":"The requested security problem","properties":{"securityProblemId":{"type":"string","description":"Security problem ID"},"displayId":{"type":"string","description":"Human-readable security problem ID"},"status":{"type":"string","description":"Status: OPEN or RESOLVED"},"muted":{"type":"boolean","description":"Whether the security problem is muted"},"title":{"type":"string","description":"Security problem title"},"technology":{"type":"string","description":"DOTNET, GO, JAVA, KUBERNETES, NODE_JS, PHP, or PYTHON"},"vulnerabilityType":{"type":"string","description":"CODE_LEVEL, RUNTIME, or THIRD_PARTY"},"packageName":{"type":"string","description":"Affected package name","nullable":true},"externalVulnerabilityId":{"type":"string","description":"External vulnerability ID","nullable":true},"cveIds":{"type":"array","description":"Related CVE IDs","items":{"type":"string"}},"url":{"type":"string","description":"Link to the security problem in Dynatrace","nullable":true},"firstSeenTimestamp":{"type":"number","description":"First seen in UTC milliseconds"},"lastUpdatedTimestamp":{"type":"number","description":"Last update in UTC milliseconds"},"lastOpenedTimestamp":{"type":"number","description":"Last opened in UTC milliseconds","nullable":true},"lastResolvedTimestamp":{"type":"number","description":"Last resolved in UTC milliseconds","nullable":true},"riskAssessment":{"type":"json","description":"Davis risk assessment. Only present when requested via Fields","nullable":true,"properties":{"riskLevel":{"type":"string","description":"CRITICAL, HIGH, MEDIUM, LOW, or NONE"},"riskScore":{"type":"number","description":"Davis risk score"},"riskVector":{"type":"string","description":"Risk vector string"},"baseRiskLevel":{"type":"string","description":"CVSS base risk level"},"baseRiskScore":{"type":"number","description":"CVSS base score"},"baseRiskVector":{"type":"string","description":"CVSS base vector"},"exposure":{"type":"string","description":"PUBLIC_NETWORK, NOT_DETECTED, or NOT_AVAILABLE"},"dataAssets":{"type":"string","description":"REACHABLE, NOT_DETECTED, or NOT_AVAILABLE"},"publicExploit":{"type":"string","description":"AVAILABLE or NOT_AVAILABLE"},"vulnerableFunctionUsage":{"type":"string","description":"IN_USE, NOT_IN_USE, or NOT_AVAILABLE"},"assessmentAccuracy":{"type":"string","description":"FULL, REDUCED, or NOT_AVAILABLE"},"assessmentAccuracyDetails":{"type":"json","description":"Why the assessment accuracy is reduced, as a reducedReasons array"}}},"managementZones":{"type":"array","description":"Management zones. Only present when requested via Fields","items":{"type":"object","properties":{"id":{"type":"string","description":"Management zone ID"},"name":{"type":"string","description":"Management zone name"}}}},"globalCounts":{"type":"json","description":"Global affected-entity counts. Only present when requested via Fields","nullable":true,"properties":{"affectedNodes":{"type":"number","description":"Affected nodes"},"affectedProcessGroups":{"type":"number","description":"Affected process groups"},"affectedProcessGroupInstances":{"type":"number","description":"Affected process group instances"},"exposedProcessGroups":{"type":"number","description":"Publicly exposed process groups"},"reachableDataAssets":{"type":"number","description":"Reachable data assets"},"relatedApplications":{"type":"number","description":"Related applications"},"relatedAttacks":{"type":"number","description":"Related attacks"},"relatedHosts":{"type":"number","description":"Related hosts"},"relatedKubernetesClusters":{"type":"number","description":"Related Kubernetes clusters"},"relatedKubernetesWorkloads":{"type":"number","description":"Related Kubernetes workloads"},"relatedServices":{"type":"number","description":"Related services"},"vulnerableComponents":{"type":"number","description":"Vulnerable components"}}},"codeLevelVulnerabilityDetails":{"type":"json","description":"Code-level vulnerability details. Only present when requested via Fields","nullable":true,"properties":{"type":{"type":"string","description":"CMD_INJECTION, IMPROPER_INPUT_VALIDATION, SQL_INJECTION, or SSRF"},"vulnerabilityLocation":{"type":"string","description":"Where the vulnerability sits"},"shortVulnerabilityLocation":{"type":"string","description":"Shortened location"},"vulnerableFunction":{"type":"string","description":"The vulnerable function"},"processGroupIds":{"type":"array","description":"Process groups carrying the vulnerability","items":{"type":"string"}},"processGroups":{"type":"array","description":"Process group names","items":{"type":"string"}},"vulnerableFunctionInput":{"type":"json","description":"What reached the vulnerable function, as a type plus tainted input segments"}}},"description":{"type":"string","description":"Vulnerability description","nullable":true},"remediationDescription":{"type":"string","description":"How to remediate the vulnerability","nullable":true},"muteStateChangeInProgress":{"type":"boolean","description":"Whether a mute state change is in progress","nullable":true},"affectedEntities":{"type":"array","description":"IDs of affected process group instances","items":{"type":"string"}},"exposedEntities":{"type":"array","description":"IDs of publicly exposed entities","items":{"type":"string"}},"reachableDataAssets":{"type":"array","description":"IDs of entities with reachable data assets","items":{"type":"string"}},"vulnerableComponents":{"type":"array","description":"Vulnerable components","items":{"type":"object","properties":{"id":{"type":"string","description":"Component ID"},"displayName":{"type":"string","description":"Component display name"},"shortName":{"type":"string","description":"Short component name"},"fileName":{"type":"string","description":"File the component ships as"},"numberOfAffectedEntities":{"type":"number","description":"Entities affected by it"},"affectedEntities":{"type":"array","description":"IDs of the affected entities","items":{"type":"string"}}}}},"filteredCounts":{"type":"json","description":"Counts within the management zone filter. The API reference names this FilteredCountsDto without expanding it, so the fields are not enumerated here","nullable":true},"events":{"type":"json","description":"Lifecycle events of the security problem. The reference names SecurityProblemEvent without expanding it"},"entryPoints":{"type":"json","description":"Entry points into the vulnerability. The reference names EntryPoints without expanding it","nullable":true},"relatedEntities":{"type":"json","description":"Related entities. The reference names RelatedEntitiesList without expanding it","nullable":true},"relatedAttacks":{"type":"json","description":"Related attacks. The reference names RelatedAttacksList without expanding it","nullable":true},"relatedContainerImages":{"type":"json","description":"Related container images. 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(formatted)"},"country":{"type":"string","description":"Country (full name)"},"country_code":{"type":"string","description":"ISO 3166-1 alpha-2 country code"},"state":{"type":"string","description":"State/province"},"city":{"type":"string","description":"City"},"linkedin":{"type":"string","description":"LinkedIn handle (e.g., company/hunterio)"},"twitter":{"type":"string","description":"Twitter handle"},"facebook":{"type":"string","description":"Facebook handle"},"logo":{"type":"string","description":"Company logo URL"},"phone":{"type":"string","description":"Company phone number"},"tech":{"type":"array","description":"Technologies used by the company","items":{"type":"string","description":"Technology name"}}},"hunter_discover":{"results":{"type":"array","description":"List of companies matching the search criteria","items":{"type":"object","properties":{"domain":{"type":"string","description":"Company domain"},"organization":{"type":"string","description":"Organization 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For the verdict on an individual ARN read resourceSpecificResults[]: evalResourceName, evalResourceDecision (allowed/explicitDeny/implicitDeny), matchedStatements, missingContextValues, permissionsBoundaryAllowed. When concrete resource ARNs are supplied, missing context values appear there rather than at the top level."},"isTruncated":{"type":"boolean","description":"Whether there are more results available"},"marker":{"type":"string","description":"Pagination marker for the next page of results","optional":true},"count":{"type":"number","description":"Number of evaluation results returned"}},"iam_update_access_key":{"message":{"type":"string","description":"Operation status message"}},"icypeas_find_email":{"searchId":{"type":"string","description":"Icypeas internal search ID","optional":true},"status":{"type":"string","description":"Terminal search status: FOUND | DEBITED | NOT_FOUND | DEBITED_NOT_FOUND | BAD_INPUT | INSUFFICIENT_FUNDS | ABORTED","optional":true},"email":{"type":"string","description":"Email address found or verified","optional":true},"firstname":{"type":"string","description":"Found person\'s first name","optional":true},"lastname":{"type":"string","description":"Found 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(48x48)","optional":true},"timeZone":{"type":"string","description":"User timezone","optional":true}},"optional":true},"comment":{"type":"string","description":"Worklog comment text","optional":true},"started":{"type":"string","description":"ISO 8601 timestamp when the work started"},"timeSpent":{"type":"string","description":"Time spent in human-readable format (e.g., 3h 20m)"},"timeSpentSeconds":{"type":"number","description":"Time spent in seconds"},"created":{"type":"string","description":"ISO 8601 timestamp when the worklog was created"},"updated":{"type":"string","description":"ISO 8601 timestamp when the worklog was last updated"}}},"optional":true},"attachments":{"type":"array","description":"Issue attachments","items":{"type":"object","properties":{"id":{"type":"string","description":"Attachment ID"},"filename":{"type":"string","description":"Attachment file name"},"mimeType":{"type":"string","description":"MIME type of the 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Done)"},"issuetype":{"type":"object","description":"Issue type","properties":{"id":{"type":"string","description":"Issue type ID"},"name":{"type":"string","description":"Issue type name (e.g., Task, Bug, Story, Epic)"},"description":{"type":"string","description":"Issue type description","optional":true},"subtask":{"type":"boolean","description":"Whether this is a subtask type"},"iconUrl":{"type":"string","description":"URL to the issue type icon","optional":true}}},"project":{"type":"object","description":"Project the issue belongs to","properties":{"id":{"type":"string","description":"Project ID"},"key":{"type":"string","description":"Project key (e.g., PROJ)"},"name":{"type":"string","description":"Project name"},"projectTypeKey":{"type":"string","description":"Project type key (e.g., software, business)","optional":true}}},"priority":{"type":"object","description":"Issue priority","properties":{"id":{"type":"string","description":"Priority ID"},"name":{"type":"string","description":"Priority name (e.g., Highest, High, Medium, Low, Lowest)"},"iconUrl":{"type":"string","description":"URL to the priority icon","optional":true}},"optional":true},"assignee":{"type":"object","description":"Assigned user","properties":{"accountId":{"type":"string","description":"Atlassian account ID of the user"},"displayName":{"type":"string","description":"Display name of the user"},"active":{"type":"boolean","description":"Whether the user account is active","optional":true},"emailAddress":{"type":"string","description":"Email address of the user","optional":true},"accountType":{"type":"string","description":"Type of account (e.g., atlassian, app, customer)","optional":true},"avatarUrl":{"type":"string","description":"URL to the user avatar (48x48)","optional":true},"timeZone":{"type":"string","description":"User timezone","optional":true}},"optional":true},"assigneeName":{"type":"string","description":"Assignee display name or account ID","optional":true},"reporter":{"type":"object","description":"Reporter user","properties":{"accountId":{"type":"string","description":"Atlassian account ID of the user"},"displayName":{"type":"string","description":"Display name of the user"},"active":{"type":"boolean","description":"Whether the user account is active","optional":true},"emailAddress":{"type":"string","description":"Email address of the user","optional":true},"accountType":{"type":"string","description":"Type of account (e.g., atlassian, app, customer)","optional":true},"avatarUrl":{"type":"string","description":"URL to the user avatar (48x48)","optional":true},"timeZone":{"type":"string","description":"User timezone","optional":true}},"optional":true},"labels":{"type":"array","description":"Issue labels","items":{"type":"string"}},"components":{"type":"array","description":"Issue components","items":{"type":"object","properties":{"id":{"type":"string","description":"Component ID"},"name":{"type":"string","description":"Component name"},"description":{"type":"string","description":"Component description","optional":true}}},"optional":true},"resolution":{"type":"object","description":"Issue resolution","properties":{"id":{"type":"string","description":"Resolution ID"},"name":{"type":"string","description":"Resolution name (e.g., Fixed, Duplicate, Won\'t Fix)"},"description":{"type":"string","description":"Resolution description","optional":true}},"optional":true},"duedate":{"type":"string","description":"Due date (YYYY-MM-DD)","optional":true},"created":{"type":"string","description":"ISO 8601 timestamp when the issue was created"},"updated":{"type":"string","description":"ISO 8601 timestamp when the issue was last updated"}}}},"nextPageToken":{"type":"string","description":"Cursor token for the next page. Null when no more results.","optional":true},"isLast":{"type":"boolean","description":"Whether this is the last page of results"},"total":{"type":"number","description":"Always null. The Jira /search/jql endpoint does not return a total count; use isLast and nextPageToken for pagination.","optional":true}},"jira_search_users":{"ts":{"type":"string","description":"ISO 8601 timestamp of the operation"},"users":{"type":"array","description":"Array of matching Jira users","items":{"type":"object","properties":{"accountId":{"type":"string","description":"Atlassian account ID of the user"},"displayName":{"type":"string","description":"Display name of the user"},"active":{"type":"boolean","description":"Whether the user account is active","optional":true},"emailAddress":{"type":"string","description":"Email address of the user","optional":true},"accountType":{"type":"string","description":"Type of account (e.g., atlassian, app, customer)","optional":true},"avatarUrl":{"type":"string","description":"URL to the user avatar (48x48)","optional":true},"timeZone":{"type":"string","description":"User timezone","optional":true},"self":{"type":"string","description":"REST API URL for this user","optional":true}}}},"total":{"type":"number","description":"Number of users returned in this page (may be less than total matches)"},"startAt":{"type":"number","description":"Pagination start index"},"maxResults":{"type":"number","description":"Maximum results per page"}},"jira_transition_issue":{"ts":{"type":"string","description":"ISO 8601 timestamp of the operation"},"success":{"type":"boolean","description":"Operation success status"},"issueKey":{"type":"string","description":"Issue key that was transitioned"},"transitionId":{"type":"string","description":"Applied transition ID"},"transitionName":{"type":"string","description":"Applied transition name","optional":true},"toStatus":{"type":"object","description":"Target status after transition","properties":{"id":{"type":"string","description":"Status ID"},"name":{"type":"string","description":"Status name"}},"optional":true}},"jira_update":{"ts":{"type":"string","description":"ISO 8601 timestamp of the 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user","optional":true},"accountType":{"type":"string","description":"Type of account (e.g., atlassian, app, customer)","optional":true},"avatarUrl":{"type":"string","description":"URL to the user avatar (48x48)","optional":true},"timeZone":{"type":"string","description":"User timezone","optional":true}}},"created":{"type":"string","description":"ISO 8601 timestamp when the comment was created"},"updated":{"type":"string","description":"ISO 8601 timestamp when the comment was last updated"}},"jira_update_worklog":{"ts":{"type":"string","description":"ISO 8601 timestamp of the operation"},"success":{"type":"boolean","description":"Operation success status"},"issueKey":{"type":"string","description":"Issue key"},"worklogId":{"type":"string","description":"Updated worklog ID"},"timeSpent":{"type":"string","description":"Human-readable time spent (e.g., \\"3h 20m\\")"},"timeSpentSeconds":{"type":"number","description":"Time spent in seconds"},"comment":{"type":"string","description":"Worklog comment text"},"author":{"type":"object","description":"Worklog author","properties":{"accountId":{"type":"string","description":"Atlassian account ID of the user"},"displayName":{"type":"string","description":"Display name of the user"},"active":{"type":"boolean","description":"Whether the user account is active","optional":true},"emailAddress":{"type":"string","description":"Email address of the user","optional":true},"accountType":{"type":"string","description":"Type of account (e.g., atlassian, app, customer)","optional":true},"avatarUrl":{"type":"string","description":"URL to the user avatar (48x48)","optional":true},"timeZone":{"type":"string","description":"User timezone","optional":true}}},"updateAuthor":{"type":"object","description":"User who last updated the worklog","properties":{"accountId":{"type":"string","description":"Atlassian account ID of the user"},"displayName":{"type":"string","description":"Display name of the user"},"active":{"type":"boolean","description":"Whether the user account is active","optional":true},"emailAddress":{"type":"string","description":"Email address of the user","optional":true},"accountType":{"type":"string","description":"Type of account (e.g., atlassian, app, customer)","optional":true},"avatarUrl":{"type":"string","description":"URL to the user avatar (48x48)","optional":true},"timeZone":{"type":"string","description":"User timezone","optional":true}}},"started":{"type":"string","description":"Worklog start time in ISO format"},"created":{"type":"string","description":"Worklog creation time"},"updated":{"type":"string","description":"Worklog last update time"}},"jira_write":{"ts":{"type":"string","description":"ISO 8601 timestamp of the operation"},"id":{"type":"string","description":"Created issue ID"},"issueKey":{"type":"string","description":"Created issue key (e.g., PROJ-123)"},"self":{"type":"string","description":"REST API URL for the created issue"},"summary":{"type":"string","description":"Issue summary"},"success":{"type":"boolean","description":"Whether the issue was created successfully"},"url":{"type":"string","description":"URL to the created issue in Jira"},"assigneeId":{"type":"string","description":"Account ID of the assigned user (null if no assignee was set)","optional":true}},"jotform_add_label_resources":{"resources":{"type":"array","description":"The assets now assigned to the label","items":{"type":"object","properties":{"id":{"type":"string","description":"Asset ID"},"type":{"type":"string","description":"Asset kind, echoed uppercase: FORM, WORKFLOW, SHEET, or PORTAL"}}}}},"jotform_clone_form":{"form":{"type":"object","description":"The newly created copy","properties":{"id":{"type":"string","description":"ID of the cloned form"},"username":{"type":"string","description":"Account that owns the clone"},"title":{"type":"string","description":"Form title"},"height":{"type":"string","description":"Form height in pixels"},"status":{"type":"string","description":"ENABLED, DISABLED, or DELETED"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"},"last_submission":{"type":"string","description":"Time of the most recent submission"},"new":{"type":"string","description":"Unread submission count"},"count":{"type":"string","description":"Total submission count"},"type":{"type":"string","description":"LEGACY or CARD"},"favorite":{"type":"string","description":"1 when the form is favorited, otherwise 0"},"archived":{"type":"string","description":"1 when the form is archived, otherwise 0"},"url":{"type":"string","description":"Public URL of the cloned form"}}}},"jotform_create_form":{"form":{"type":"object","description":"The created form","properties":{"id":{"type":"string","description":"ID of the created form"},"username":{"type":"string","description":"Account that owns the form"},"title":{"type":"string","description":"Form title"},"height":{"type":"string","description":"Form height in pixels"},"status":{"type":"string","description":"ENABLED, DISABLED, or DELETED"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"},"new":{"type":"string","description":"Unread submission count"},"count":{"type":"string","description":"Total submission count"},"url":{"type":"string","description":"Public form URL"}}}},"jotform_create_label":{"label":{"type":"object","description":"The created label","properties":{"id":{"type":"string","description":"ID assigned to the new label"},"name":{"type":"string","description":"Label name"},"color":{"type":"string","description":"Label color, as a hex code"},"owner":{"type":"string","description":"Account that owns the label"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"}}}},"jotform_create_question":{"question":{"type":"object","description":"The created question, as stored on the form","properties":{"qid":{"type":"string","description":"ID assigned to the new question"},"name":{"type":"string","description":"Slug of the question label"},"order":{"type":"string","description":"Position of the question on the form"},"text":{"type":"string","description":"Question label"},"type":{"type":"string","description":"Field type of the question"},"required":{"type":"string","description":"Yes when the question is required"}}}},"jotform_create_questions":{"questions":{"type":"array","description":"The questions that were added, as stored on the form","items":{"type":"object","properties":{"qid":{"type":"string","description":"ID assigned to the question"},"name":{"type":"string","description":"Slug of the question 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protected"}}}},"jotform_create_submission":{"submissionId":{"type":"string","description":"ID of the submission that was created"},"url":{"type":"string","description":"API URL of the new submission","optional":true}},"jotform_create_submissions":{"submissions":{"type":"array","description":"The submissions that were created","items":{"type":"object","properties":{"submissionId":{"type":"string","description":"ID of the created submission"},"url":{"type":"string","description":"API URL of the created submission"}}}},"count":{"type":"number","description":"Number of submissions created"}},"jotform_create_webhook":{"webhooks":{"type":"array","description":"Webhooks registered on the form after the addition","items":{"type":"object","properties":{"id":{"type":"string","description":"Webhook ID, used when deleting the webhook"},"url":{"type":"string","description":"URL that receives submission notifications"}}}}},"jotform_delete_form":{"form":{"type":"object","description":"The deleted form, as the API reports it after deletion","properties":{"id":{"type":"string","description":"Form ID"},"username":{"type":"string","description":"Account that owned the form"},"title":{"type":"string","description":"Form title"},"height":{"type":"string","description":"Form height in pixels"},"status":{"type":"string","description":"DELETED after a successful delete"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Deletion time, YYYY-MM-DD HH:MM:SS"},"new":{"type":"string","description":"Unread submission count"},"count":{"type":"string","description":"Total submission count"}}}},"jotform_delete_label":{"deleted":{"type":"boolean","description":"True when Jotform accepted the deletion"},"message":{"type":"string","description":"Confirmation text returned by Jotform","optional":true}},"jotform_delete_question":{"deleted":{"type":"boolean","description":"True when Jotform accepted the deletion"},"message":{"type":"string","description":"Confirmation text returned by Jotform","optional":true}},"jotform_delete_report":{"deleted":{"type":"boolean","description":"True when Jotform accepted the deletion"},"message":{"type":"string","description":"Confirmation text returned by Jotform","optional":true}},"jotform_delete_submission":{"deleted":{"type":"boolean","description":"True when Jotform accepted the deletion"},"message":{"type":"string","description":"Confirmation text returned by Jotform","optional":true}},"jotform_delete_webhook":{"webhooks":{"type":"array","description":"Webhooks still registered on the form after the deletion","items":{"type":"object","properties":{"id":{"type":"string","description":"Webhook ID"},"url":{"type":"string","description":"URL that receives submission notifications"}}}}},"jotform_get_form":{"form":{"type":"object","description":"The requested form","properties":{"id":{"type":"string","description":"Form ID"},"username":{"type":"string","description":"Account that owns the form"},"title":{"type":"string","description":"Form title"},"height":{"type":"string","description":"Form height in pixels"},"status":{"type":"string","description":"ENABLED, DISABLED, or DELETED"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"},"last_submission":{"type":"string","description":"Time of the most recent submission"},"new":{"type":"string","description":"Unread submission count"},"count":{"type":"string","description":"Total submission count"},"type":{"type":"string","description":"LEGACY or CARD"},"favorite":{"type":"string","description":"1 when the form is favorited, otherwise 0"},"archived":{"type":"string","description":"1 when the form is archived, otherwise 0"},"url":{"type":"string","description":"Public form URL"}}}},"jotform_get_form_properties":{"properties":{"type":"json","description":"Form properties keyed by property name. The set varies by form; documented keys include formWidth, labelWidth, activeRedirect, thankurl, expireDate, limitSubmission, styles, emails, and formStrings."}},"jotform_get_history":{"history":{"type":"array","description":"Account activity entries","items":{"type":"object","properties":{"type":{"type":"string","description":"Activity type: userCreation, userLogin, formCreation, formUpdate, formDelete, or formPurge"},"formID":{"type":"string","description":"Form the activity applied to"},"username":{"type":"string","description":"Account that performed the activity"},"formTitle":{"type":"string","description":"Title of the affected form"},"formStatus":{"type":"string","description":"Status of the form after the activity"},"ip":{"type":"string","description":"IP address the activity came from"},"timestamp":{"type":"string","description":"Unix timestamp of the activity, in seconds"}}}}},"jotform_get_label":{"label":{"type":"object","description":"The requested label","properties":{"id":{"type":"string","description":"Label ID"},"name":{"type":"string","description":"Label name"},"order":{"type":"string","description":"Position among its siblings"},"color":{"type":"string","description":"Label color, as a hex code"},"owner":{"type":"string","description":"Account that owns the label"},"ownerType":{"type":"string","description":"Owner kind, e.g. USER"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"}}}},"jotform_get_question":{"question":{"type":"object","description":"The requested question. Also carries the type-specific properties Jotform stores for that field.","properties":{"qid":{"type":"string","description":"Question ID"},"name":{"type":"string","description":"Slug of the question label"},"order":{"type":"string","description":"Position of the question on the form"},"text":{"type":"string","description":"Question label"},"type":{"type":"string","description":"Field type, e.g. control_head or control_textbox"},"required":{"type":"string","description":"Yes when the question is required"}}}},"jotform_get_report":{"report":{"type":"object","description":"The requested report","properties":{"id":{"type":"string","description":"Report ID"},"form_id":{"type":"string","description":"Form the report is built from"},"title":{"type":"string","description":"Report title"},"fields":{"type":"string","description":"Comma-separated fields included in the report"},"list_type":{"type":"string","description":"Report type: excel, csv, grid, table, calendar, rss, or visual"},"status":{"type":"string","description":"ENABLED or DELETED"},"url":{"type":"string","description":"Shareable URL of the report"},"isProtected":{"type":"boolean","description":"True when the report is password protected"},"settings":{"type":"string","description":"Report display settings, as a JSON string"},"created_at":{"type":"string","description":"Creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"}}}},"jotform_get_settings":{"user":{"type":"object","description":"Account settings. Reading a single setting fills only that field and leaves the rest null.","properties":{"username":{"type":"string","description":"Jotform username"},"name":{"type":"string","description":"Display name on the account"},"email":{"type":"string","description":"Account email address"},"website":{"type":"string","description":"Website recorded on the account"},"time_zone":{"type":"string","description":"Account time zone, in IANA format"},"account_type":{"type":"string","description":"URL of the plan the account is on"},"status":{"type":"string","description":"ACTIVE, DELETED, or SUSPENDED"},"created_at":{"type":"string","description":"Account creation time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last update time, YYYY-MM-DD HH:MM:SS"},"is_verified":{"type":"string","description":"1 when the account email is verified"},"industry":{"type":"string","description":"Industry recorded on the account"},"company":{"type":"string","description":"Company recorded on the account"},"language":{"type":"string","description":"Account interface language, e.g. en-US"},"avatarUrl":{"type":"string","description":"Avatar image URL"},"usage":{"type":"string","description":"URL of the monthly usage endpoint"}}}},"jotform_get_submission":{"submission":{"type":"object","description":"The requested submission","properties":{"id":{"type":"string","description":"Submission ID"},"form_id":{"type":"string","description":"Form the submission belongs to"},"ip":{"type":"string","description":"IP address of the submitter"},"created_at":{"type":"string","description":"Submission time, YYYY-MM-DD HH:MM:SS"},"updated_at":{"type":"string","description":"Last edit time, YYYY-MM-DD HH:MM:SS"},"status":{"type":"string","description":"ACTIVE or OVERQUOTA"},"new":{"type":"string","description":"1 when the submission is unread"},"workflowStatus":{"type":"string","description":"Approval state, present only when the form feeds a workflow"},"answers":{"type":"json","description":"Answers keyed by question ID. Each holds text (the question label), type, answer, and prettyFormat when Jotform renders one."},"values":{"type":"json","description":"The same answers re-keyed by question label, each rendered as a single string. 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countrySubDivisionCode, iataCode, locationType}","optional":true},"exchangeRate":{"type":"json","description":"Exchange rate {value, operation}","optional":true},"allocations":{"type":"json","description":"Budget allocations array","optional":true},"tripData":{"type":"json","description":"Trip data {agencyBooked, selfBooked, tripType (ONE_WAY|ROUND_TRIP), legs[{id, returnLeg, startDate, startTime, startLocationDetail, startLocation, endLocation, class {code,value}, travelExceptionReasonCodes}], segmentType {category, code}}","optional":true},"parentRequest":{"type":"json","description":"Parent travel request resource link {href, id}","optional":true},"comments":{"type":"json","description":"Comments sub-resource link {href, id}","optional":true}}}},"sap_concur_get_expense":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Expense detail (ReportExpenseDetail) 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was rejected","optional":true},"isExcludedFromCashAdvanceByUser":{"type":"boolean","description":"Whether the user excluded this from cash advance","optional":true},"isImageRequired":{"type":"boolean","description":"Whether a receipt image is required","optional":true},"isPaperReceiptRequired":{"type":"boolean","description":"Whether a paper receipt is required","optional":true},"isPaperReceiptReceived":{"type":"boolean","description":"Whether a paper receipt was received","optional":true},"isAutoCreated":{"type":"boolean","description":"Auto-creation indicator","optional":true},"hasBlockingExceptions":{"type":"boolean","description":"Whether submission-blocking exceptions exist","optional":true},"hasExceptions":{"type":"boolean","description":"Whether any exceptions exist","optional":true},"hasMissingReceiptDeclaration":{"type":"boolean","description":"Affidavit declaration status","optional":true},"attendeeCount":{"type":"number","description":"Number of 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expense","optional":true},"taxRateLocation":{"type":"string","description":"Tax rate location: FOREIGN, HOME, or OUT_OF_PROVINCE","optional":true},"fuelTypeListItem":{"type":"json","description":"Fuel type list item {id, value, isValid}","optional":true},"merchantTaxId":{"type":"string","description":"Merchant tax identifier","optional":true},"customData":{"type":"json","description":"Array of custom field values [{id, value, isValid}]","optional":true},"parentExpenseId":{"type":"string","description":"Identifier of the parent expense (for itemizations)","optional":true},"authorizationRequestExpenseId":{"type":"string","description":"Linked travel-request expected expense identifier","optional":true},"jptRouteId":{"type":"string","description":"Japan Public Transport route id","optional":true},"invoiceId":{"type":"string","description":"Invoice identifier","optional":true},"governmentInvoiceId":{"type":"string","description":"Government invoice 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The document is rooted at <Itinerary> and contains id, ItinLocator, ClientLocator, ItinSourceName, BookedVia, TripName, Status, Description, Comments, CancelComments, ProjectName, StartDateUtc, EndDateUtc, StartDateLocal, EndDateLocal, DateCreatedUtc, DateModifiedUtc, DateBookedLocal, BookedByFirstName, BookedByLastName, IsPersonal, RuleViolations, and Bookings > Booking. When systemFormat=Tripit is passed the document is rooted at <Response><Trip> instead."}},"sap_concur_get_list":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"List detail payload","properties":{"id":{"type":"string","description":"Unique identifier (UUID) of the list","optional":true},"value":{"type":"string","description":"Name of the list","optional":true},"levelCount":{"type":"number","description":"Number of levels in the list","optional":true},"searchCriteria":{"type":"string","description":"Search attribute (TEXT or CODE)","optional":true},"displayFormat":{"type":"string","description":"Display order ((CODE) TEXT or TEXT (CODE))","optional":true},"category":{"type":"json","description":"List category","optional":true,"properties":{"id":{"type":"string","description":"Category UUID","optional":true},"type":{"type":"string","description":"Category 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exception has been cleared","optional":true},"prExceptionId":{"type":"string","description":"Identifier of the exception record","optional":true},"message":{"type":"string","description":"Exception message","optional":true}}}}}}},"sap_concur_get_receipt":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Receipt detail payload","properties":{"id":{"type":"string","description":"Receipt identifier","optional":true},"userId":{"type":"string","description":"Owning user UUID","optional":true},"dateTimeReceived":{"type":"string","description":"Timestamp when the receipt was received (ISO 8601)","optional":true},"receipt":{"type":"json","description":"Parsed receipt JSON object","optional":true},"image":{"type":"string","description":"Receipt image URL or data reference","optional":true},"validationSchema":{"type":"string","description":"Schema used to validate the receipt","optional":true},"self":{"type":"string","description":"URL to this receipt resource","optional":true},"template":{"type":"string","description":"URL template for receipts","optional":true}}}},"sap_concur_get_receipt_status":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Receipt status payload","properties":{"status":{"type":"string","description":"Processing status: ACCEPTED, PROCESSING, PROCESSED, or FAILED","optional":true},"logs":{"type":"array","description":"Array of log entries","optional":true,"items":{"type":"json","properties":{"logLevel":{"type":"string","description":"Log level","optional":true},"message":{"type":"string","description":"Log message","optional":true},"timestamp":{"type":"string","description":"Log timestamp","optional":true}}}}}}},"sap_concur_get_request_cash_advance":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Cash advance detail","properties":{"cashAdvanceId":{"type":"string","description":"Unique cash advance identifier","optional":true},"amountRequested":{"type":"json","description":"Requested amount","optional":true,"properties":{"amount":{"type":"number","description":"Preferred amount field — use this over value","optional":true},"value":{"type":"number","description":"Legacy amount value — will soon be deprecated in favor of amount","optional":true},"currency":{"type":"string","description":"Currency code","optional":true}}},"approvalStatus":{"type":"json","description":"Approval status","optional":true,"properties":{"code":{"type":"string","description":"Status code","optional":true},"name":{"type":"string","description":"Status name","optional":true}}},"requestDate":{"type":"string","description":"Request datetime (ISO 8601)","optional":true},"issueDate":{"type":"string","description":"Date the cash advance was issued (ISO 8601)","optional":true},"comment":{"type":"string","description":"Comment attached to the cash advance","optional":true},"exchangeRate":{"type":"json","description":"Exchange rate","optional":true,"properties":{"value":{"type":"number","description":"Rate value","optional":true},"operation":{"type":"string","description":"Multiply or divide","optional":true}}}}}},"sap_concur_get_travel_profile":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"string","description":"Raw XML travel profile document returned by Concur (Travel Profile v2 emits application/xml only, per the TravelUserProfile.xsd schema, so this is a string and not a parsed object). The Profile root element contains General, EmergencyContact, Telephones, Addresses, NationalIDs, DriversLicenses, HasNoPassport, Passports, Visas, EmailAddresses, RatePreferences, DiscountCodes, Air, Rail, Car, Hotel, CustomFields, Roles, Sponsors, TSAInfo, UnusedTickets, SouthwestUnusedTickets, and AdvantageMemberships. LoginId is an attribute of the <ProfileResponse> element returned by create/update, not a child element; XmlProfileSyncID and ProfileLastModifiedUTC belong to the Travel Profile summaries (ProfileSummary) response, not to this document."}},"sap_concur_get_travel_request":{"status":{"type":"number","description":"HTTP status code returned by Concur"},"data":{"type":"json","description":"Travel request detail payload","properties":{"id":{"type":"string","description":"Travel request UUID","optional":true},"href":{"type":"string","description":"Resource hyperlink","optional":true},"requestId":{"type":"string","description":"Public-facing request ID (4-6 alphanumeric characters)","optional":true},"name":{"type":"string","description":"Request name","optional":true},"businessPurpose":{"type":"string","description":"Business purpose","optional":true},"comment":{"type":"string","description":"Last attached comment","optional":true},"creationDate":{"type":"string","description":"Creation 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assigned to the request","optional":true,"properties":{"id":{"type":"string","description":"User UUID","optional":true},"firstName":{"type":"string","description":"Approver first name","optional":true},"lastName":{"type":"string","description":"Approver last name","optional":true}}},"policy":{"type":"json","description":"Resource link to the applicable policy","optional":true,"properties":{"id":{"type":"string","description":"Policy ID","optional":true},"href":{"type":"string","description":"Policy hyperlink","optional":true}}},"type":{"type":"json","description":"Request type","optional":true,"properties":{"code":{"type":"string","description":"Request type code","optional":true},"label":{"type":"string","description":"Request type label","optional":true}}},"mainDestination":{"type":"json","description":"Main destination of the trip","optional":true,"properties":{"city":{"type":"string","description":"City","optional":true},"countryCode":{"type":"string","description":"ISO country code","optional":true},"countrySubDivisionCode":{"type":"string","description":"ISO country sub-division code","optional":true},"name":{"type":"string","description":"Destination name","optional":true}}},"totalApprovedAmount":{"type":"json","description":"Total approved amount","optional":true,"properties":{"value":{"type":"number","description":"Amount value","optional":true},"currency":{"type":"string","description":"Currency code","optional":true}}},"totalPostedAmount":{"type":"json","description":"Total posted amount","optional":true,"properties":{"value":{"type":"number","description":"Amount value","optional":true},"currency":{"type":"string","description":"Currency code","optional":true}}},"totalRemainingAmount":{"type":"json","description":"Total remaining amount","optional":true,"properties":{"value":{"type":"number","description":"Amount value","optional":true},"currency":{"type":"string","description":"Currency 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status","optional":true},"statusType":{"type":"string","description":"Status category (Open/Closed/On Hold)","optional":true},"priority":{"type":"string","description":"Ticket priority","optional":true,"nullable":true},"category":{"type":"string","description":"Ticket category","optional":true,"nullable":true},"subCategory":{"type":"string","description":"Ticket sub-category","optional":true,"nullable":true},"classification":{"type":"string","description":"Ticket classification","optional":true,"nullable":true},"channel":{"type":"string","description":"Origin channel","optional":true},"departmentId":{"type":"string","description":"Department ID","optional":true},"contactId":{"type":"string","description":"Contact ID","optional":true,"nullable":true},"accountId":{"type":"string","description":"Account ID","optional":true,"nullable":true},"assigneeId":{"type":"string","description":"Assignee ID","optional":true,"nullable":true},"email":{"type":"string","description":"Contact email","optional":true,"nullable":true},"phone":{"type":"string","description":"Contact phone","optional":true,"nullable":true},"dueDate":{"type":"string","description":"Due date","optional":true,"nullable":true},"responseDueDate":{"type":"string","description":"Response due date","optional":true,"nullable":true},"createdTime":{"type":"string","description":"Created timestamp","optional":true},"modifiedTime":{"type":"string","description":"Last modified timestamp","optional":true},"customerResponseTime":{"type":"string","description":"Time the last customer response was received","optional":true,"nullable":true},"closedTime":{"type":"string","description":"Closed timestamp","optional":true,"nullable":true},"resolution":{"type":"string","description":"Resolution text","optional":true,"nullable":true},"threadCount":{"type":"string","description":"Number of threads","optional":true},"commentCount":{"type":"string","description":"Number of comments","optional":true},"webUrl":{"type":"string","description":"Web URL to the ticket","optional":true},"isEscalated":{"type":"boolean","description":"Whether the ticket is escalated","optional":true},"isOverDue":{"type":"boolean","description":"Whether the ticket is overdue","optional":true},"isSpam":{"type":"boolean","description":"Whether the ticket is marked spam","optional":true},"cf":{"type":"json","description":"Custom field values, keyed by custom field API name","optional":true}}}},"count":{"type":"number","description":"Number of tickets returned"}},"zoho_desk_update_ticket":{"ticket":{"type":"object","description":"The updated ticket","properties":{"id":{"type":"string","description":"Ticket ID"},"ticketNumber":{"type":"string","description":"Human-readable ticket number","optional":true},"subject":{"type":"string","description":"Ticket subject","optional":true},"description":{"type":"string","description":"Ticket description (raw; may be HTML)","optional":true,"nullable":true},"descriptionText":{"type":"string","description":"Plain-text rendering of the description: HTML stripped when the body contains markup, otherwise the description verbatim","optional":true,"nullable":true},"status":{"type":"string","description":"Ticket status","optional":true},"statusType":{"type":"string","description":"Status category (Open/Closed/On Hold)","optional":true},"priority":{"type":"string","description":"Ticket priority","optional":true,"nullable":true},"category":{"type":"string","description":"Ticket category","optional":true,"nullable":true},"subCategory":{"type":"string","description":"Ticket sub-category","optional":true,"nullable":true},"classification":{"type":"string","description":"Ticket classification","optional":true,"nullable":true},"channel":{"type":"string","description":"Origin channel","optional":true},"departmentId":{"type":"string","description":"Department ID","optional":true},"contactId":{"type":"string","description":"Contact ID","optional":true,"nullable":true},"accountId":{"type":"string","description":"Account ID","optional":true,"nullable":true},"assigneeId":{"type":"string","description":"Assignee ID","optional":true,"nullable":true},"email":{"type":"string","description":"Contact email","optional":true,"nullable":true},"phone":{"type":"string","description":"Contact phone","optional":true,"nullable":true},"dueDate":{"type":"string","description":"Due date","optional":true,"nullable":true},"responseDueDate":{"type":"string","description":"Response due date","optional":true,"nullable":true},"createdTime":{"type":"string","description":"Created timestamp","optional":true},"modifiedTime":{"type":"string","description":"Last modified timestamp","optional":true},"customerResponseTime":{"type":"string","description":"Time the last customer response was received","optional":true,"nullable":true},"closedTime":{"type":"string","description":"Closed timestamp","optional":true,"nullable":true},"resolution":{"type":"string","description":"Resolution text","optional":true,"nullable":true},"threadCount":{"type":"string","description":"Number of threads","optional":true},"commentCount":{"type":"string","description":"Number of comments","optional":true},"webUrl":{"type":"string","description":"Web URL to the ticket","optional":true},"isEscalated":{"type":"boolean","description":"Whether the ticket is escalated","optional":true},"isOverDue":{"type":"boolean","description":"Whether the ticket is overdue","optional":true},"isSpam":{"type":"boolean","description":"Whether the ticket is marked spam","optional":true},"cf":{"type":"json","description":"Custom field values, keyed by custom field API name","optional":true}}}},"zoom_create_meeting":{"meeting":{"type":"object","description":"The created meeting with all its properties","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"host_email":{"type":"string","description":"Host email address"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"status":{"type":"string","description":"Meeting status (e.g., waiting, started)"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone (e.g., America/Los_Angeles)"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp in ISO 8601 format"},"start_url":{"type":"string","description":"URL for host to start the meeting"},"join_url":{"type":"string","description":"URL for participants to join the meeting"},"password":{"type":"string","description":"Meeting password"},"h323_password":{"type":"string","description":"H.323/SIP room system password"},"pstn_password":{"type":"string","description":"PSTN password for phone dial-in"},"encrypted_password":{"type":"string","description":"Encrypted password for joining"},"settings":{"type":"object","description":"Meeting settings","properties":{"host_video":{"type":"boolean","description":"Start with host video on"},"participant_video":{"type":"boolean","description":"Start with participant video on"},"join_before_host":{"type":"boolean","description":"Allow participants to join before host"},"mute_upon_entry":{"type":"boolean","description":"Mute participants upon entry"},"watermark":{"type":"boolean","description":"Add watermark when viewing shared screen"},"audio":{"type":"string","description":"Audio options: both, telephony, or voip"},"auto_recording":{"type":"string","description":"Auto recording: local, cloud, or none"},"waiting_room":{"type":"boolean","description":"Enable waiting room"},"meeting_authentication":{"type":"boolean","description":"Require meeting authentication"},"approval_type":{"type":"number","description":"Approval type: 0=auto, 1=manual, 2=none"}}},"recurrence":{"type":"object","description":"Recurrence settings for recurring meetings","properties":{"type":{"type":"number","description":"Recurrence type: 1=daily, 2=weekly, 3=monthly"},"repeat_interval":{"type":"number","description":"Interval between recurring meetings"},"weekly_days":{"type":"string","description":"Days of week for weekly recurrence (1-7, comma-separated)"},"monthly_day":{"type":"number","description":"Day of month for monthly recurrence"},"monthly_week":{"type":"number","description":"Week of month for monthly recurrence"},"monthly_week_day":{"type":"number","description":"Day of week for monthly recurrence"},"end_times":{"type":"number","description":"Number of occurrences"},"end_date_time":{"type":"string","description":"End date time in ISO 8601 format"}}},"occurrences":{"type":"array","description":"Meeting occurrences for recurring meetings","items":{"type":"object","properties":{"occurrence_id":{"type":"string","description":"Occurrence ID"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"status":{"type":"string","description":"Occurrence status"}}}}}}},"zoom_delete_meeting":{"success":{"type":"boolean","description":"Whether the meeting was deleted successfully"}},"zoom_delete_recording":{"success":{"type":"boolean","description":"Whether the recording was deleted successfully"}},"zoom_get_meeting":{"meeting":{"type":"object","description":"The meeting details","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"host_email":{"type":"string","description":"Host email address"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"status":{"type":"string","description":"Meeting status (e.g., waiting, started)"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone (e.g., America/Los_Angeles)"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp in ISO 8601 format"},"start_url":{"type":"string","description":"URL for host to start the meeting"},"join_url":{"type":"string","description":"URL for participants to join the meeting"},"password":{"type":"string","description":"Meeting password"},"h323_password":{"type":"string","description":"H.323/SIP room system password"},"pstn_password":{"type":"string","description":"PSTN password for phone dial-in"},"encrypted_password":{"type":"string","description":"Encrypted password for joining"},"settings":{"type":"object","description":"Meeting settings","properties":{"host_video":{"type":"boolean","description":"Start with host video on"},"participant_video":{"type":"boolean","description":"Start with participant video on"},"join_before_host":{"type":"boolean","description":"Allow participants to join before host"},"mute_upon_entry":{"type":"boolean","description":"Mute participants upon entry"},"watermark":{"type":"boolean","description":"Add watermark when viewing shared screen"},"audio":{"type":"string","description":"Audio options: both, telephony, or voip"},"auto_recording":{"type":"string","description":"Auto recording: local, cloud, or none"},"waiting_room":{"type":"boolean","description":"Enable waiting room"},"meeting_authentication":{"type":"boolean","description":"Require meeting authentication"},"approval_type":{"type":"number","description":"Approval type: 0=auto, 1=manual, 2=none"}}},"recurrence":{"type":"object","description":"Recurrence settings for recurring meetings","properties":{"type":{"type":"number","description":"Recurrence type: 1=daily, 2=weekly, 3=monthly"},"repeat_interval":{"type":"number","description":"Interval between recurring meetings"},"weekly_days":{"type":"string","description":"Days of week for weekly recurrence (1-7, comma-separated)"},"monthly_day":{"type":"number","description":"Day of month for monthly recurrence"},"monthly_week":{"type":"number","description":"Week of month for monthly recurrence"},"monthly_week_day":{"type":"number","description":"Day of week for monthly recurrence"},"end_times":{"type":"number","description":"Number of occurrences"},"end_date_time":{"type":"string","description":"End date time in ISO 8601 format"}}},"occurrences":{"type":"array","description":"Meeting occurrences for recurring meetings","items":{"type":"object","properties":{"occurrence_id":{"type":"string","description":"Occurrence ID"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"status":{"type":"string","description":"Occurrence status"}}}}}}},"zoom_get_meeting_invitation":{"invitation":{"type":"string","description":"The meeting invitation text"}},"zoom_get_meeting_recordings":{"recording":{"type":"object","description":"The meeting recording with all files","properties":{"uuid":{"type":"string","description":"Meeting UUID"},"id":{"type":"number","description":"Meeting ID"},"account_id":{"type":"string","description":"Account ID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Meeting start time"},"duration":{"type":"number","description":"Meeting duration in minutes"},"total_size":{"type":"number","description":"Total size of all recordings in bytes"},"recording_count":{"type":"number","description":"Number of recording files"},"share_url":{"type":"string","description":"URL to share recordings"},"recording_files":{"type":"array","description":"List of recording files","items":{"type":"object","properties":{"id":{"type":"string","description":"Recording file ID"},"meeting_id":{"type":"string","description":"Meeting ID associated with the recording"},"recording_start":{"type":"string","description":"Start time of the recording"},"recording_end":{"type":"string","description":"End time of the recording"},"file_type":{"type":"string","description":"Type of recording file (MP4, M4A, etc.)"},"file_extension":{"type":"string","description":"File extension"},"file_size":{"type":"number","description":"File size in bytes"},"play_url":{"type":"string","description":"URL to play the recording"},"download_url":{"type":"string","description":"URL to download the recording"},"status":{"type":"string","description":"Recording status"},"recording_type":{"type":"string","description":"Type of recording (shared_screen, audio_only, etc.)"}}}}}},"files":{"type":"file[]","description":"Downloaded recording files","optional":true}},"zoom_list_meetings":{"meetings":{"type":"array","description":"List of meetings","items":{"type":"object","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp"},"join_url":{"type":"string","description":"URL for participants to join"}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"pageCount":{"type":"number","description":"Total number of pages"},"pageNumber":{"type":"number","description":"Current page number"},"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_list_past_participants":{"participants":{"type":"array","description":"List of meeting participants","items":{"type":"object","properties":{"id":{"type":"string","description":"Participant unique identifier"},"user_id":{"type":"string","description":"User ID if registered Zoom user"},"name":{"type":"string","description":"Participant display name"},"user_email":{"type":"string","description":"Participant email address"},"join_time":{"type":"string","description":"Time when participant joined (ISO 8601)"},"leave_time":{"type":"string","description":"Time when participant left (ISO 8601)"},"duration":{"type":"number","description":"Duration in seconds participant was in meeting"},"attentiveness_score":{"type":"string","description":"Attentiveness score (deprecated)"},"failover":{"type":"boolean","description":"Whether participant failed over to another data center"},"status":{"type":"string","description":"Participant status"}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_list_recordings":{"recordings":{"type":"array","description":"List of recordings","items":{"type":"object","properties":{"uuid":{"type":"string","description":"Meeting UUID"},"id":{"type":"number","description":"Meeting ID"},"account_id":{"type":"string","description":"Account ID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Meeting start time"},"duration":{"type":"number","description":"Meeting duration in minutes"},"total_size":{"type":"number","description":"Total size of all recordings in bytes"},"recording_count":{"type":"number","description":"Number of recording files"},"share_url":{"type":"string","description":"URL to share recordings"},"recording_files":{"type":"array","description":"List of recording files","items":{"type":"object","properties":{"id":{"type":"string","description":"Recording file ID"},"meeting_id":{"type":"string","description":"Meeting ID associated with the recording"},"recording_start":{"type":"string","description":"Start time of the recording"},"recording_end":{"type":"string","description":"End time of the recording"},"file_type":{"type":"string","description":"Type of recording file (MP4, M4A, etc.)"},"file_extension":{"type":"string","description":"File extension"},"file_size":{"type":"number","description":"File size in bytes"},"play_url":{"type":"string","description":"URL to play the recording"},"download_url":{"type":"string","description":"URL to download the recording"},"status":{"type":"string","description":"Recording status"},"recording_type":{"type":"string","description":"Type of recording (shared_screen, audio_only, etc.)"}}}}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"from":{"type":"string","description":"Start date of query range"},"to":{"type":"string","description":"End date of query range"},"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_update_meeting":{"success":{"type":"boolean","description":"Whether the meeting was updated successfully"}},"zoominfo_enrich_companies":{"results":{"type":"array","description":"Enrichment results, one per input with match status and attributes","items":{"type":"json"}}},"zoominfo_enrich_contacts":{"results":{"type":"array","description":"Enrichment results, one per input with match status and attributes","items":{"type":"json"}}},"zoominfo_search_companies":{"companies":{"type":"array","description":"Matching companies","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_contacts":{"contacts":{"type":"array","description":"Matching contacts (without emails or phone numbers)","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_intent":{"signals":{"type":"array","description":"Intent signals with topic, score, audience strength, and company","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_news":{"articles":{"type":"array","description":"News articles matching the filters","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}}}'
 )
 
 export default toolOutputs
diff --git a/apps/sim/tools/grafana/update_contact_point.ts b/apps/sim/tools/grafana/update_contact_point.ts
index 85488d1adbd..94ac5b9fbf4 100644
--- a/apps/sim/tools/grafana/update_contact_point.ts
+++ b/apps/sim/tools/grafana/update_contact_point.ts
@@ -57,7 +57,7 @@ export const updateContactPointTool: ToolConfig<
       required: true,
       visibility: 'user-or-llm',
       description:
-        'JSON object of receiver settings for this type, e.g. {"url":"https://hooks.slack.com/..."} for slack',
+        'JSON object of receiver settings for this type, e.g. { "url": "https://hooks.slack.com/..." } for slack',
     },
     disableResolveMessage: {
       type: 'boolean',
diff --git a/apps/sim/tools/jotform/update_form_properties.ts b/apps/sim/tools/jotform/update_form_properties.ts
index 206a34979b7..6c4f7eee41e 100644
--- a/apps/sim/tools/jotform/update_form_properties.ts
+++ b/apps/sim/tools/jotform/update_form_properties.ts
@@ -47,7 +47,7 @@ export const updateFormPropertiesTool: ToolConfig<
       required: true,
       visibility: 'user-or-llm',
       description:
-        'Properties to set, e.g. {"thankurl":"https://example.com/thanks","activeRedirect":"thankurl","formWidth":"650"}',
+        'Properties to set, e.g. { "thankurl": "https://example.com/thanks", "activeRedirect": "thankurl", "formWidth": "650" }',
     },
   },
 
diff --git a/apps/sim/tools/slack/list_channels.test.ts b/apps/sim/tools/slack/list_channels.test.ts
index 7aa59a07df2..4b59d9bad05 100644
--- a/apps/sim/tools/slack/list_channels.test.ts
+++ b/apps/sim/tools/slack/list_channels.test.ts
@@ -33,14 +33,12 @@ describe('Slack list channels', () => {
     vi.unstubAllGlobals()
   })
 
-  it('uses the internal operation boundary for bounded multi-page reads', () => {
+  it('uses the internal operation boundary for a single page', () => {
     expect(slackListChannelsTool.operation.input).toBeTypeOf('function')
     expect(slackListChannelsTool.request).toBeUndefined()
     expect(slackListChannelsTool.oauth?.requiredScopes).toEqual([])
-    expect(slackListChannelsTool.params.maxPages).toMatchObject({
-      type: 'number',
-      required: false,
-    })
+    expect(slackListChannelsTool.params).not.toHaveProperty('maxPages')
+    expect(slackListChannelsTool.outputs).not.toHaveProperty('pages')
   })
 
   it('remains available through the caller’s own Assistant account without model-supplied tokens', () => {
@@ -49,7 +47,7 @@ describe('Slack list channels', () => {
       assertAssistantIntegrationCall(slackListChannelsTool, {
         credentialId: 'my-slack-account',
         includePrivate: true,
-        maxPages: 2,
+        cursor: 'cursor-2',
       })
     ).not.toThrow()
     expect(() =>
@@ -60,56 +58,45 @@ describe('Slack list channels', () => {
     ).toThrow('Authentication comes from your connected account')
   })
 
-  it('continues after a short virtual page while Slack returns a cursor', async () => {
-    fetchMock
-      .mockResolvedValueOnce(
-        slackResponse({
-          ok: true,
-          channels: [
-            {
-              id: 'C123',
-              name: 'general',
-              is_channel: true,
-              topic: { value: 'Company news' },
-              purpose: { value: 'Announcements' },
-            },
-          ],
-          response_metadata: { next_cursor: ' cursor-2 ' },
-        })
-      )
-      .mockResolvedValueOnce(
-        slackResponse({
-          ok: true,
-          channels: [
-            {
-              id: 'D123',
-              is_im: true,
-              user: 'U123',
-              is_user_deleted: false,
-            },
-            {
-              id: 'G123',
-              name: 'mpdm-one--two-1',
-              is_mpim: true,
-              is_private: true,
-            },
-          ],
-          response_metadata: { next_cursor: '' },
-        })
-      )
+  it('returns one page with conversation details and a cursor without fetching more', async () => {
+    fetchMock.mockResolvedValueOnce(
+      slackResponse({
+        ok: true,
+        channels: [
+          {
+            id: 'C123',
+            name: 'general',
+            is_channel: true,
+            topic: { value: 'Company news' },
+            purpose: { value: 'Announcements' },
+          },
+          {
+            id: 'D123',
+            is_im: true,
+            user: 'U123',
+            is_user_deleted: false,
+          },
+          {
+            id: 'G123',
+            name: 'mpdm-one--two-1',
+            is_mpim: true,
+            is_private: true,
+          },
+        ],
+        response_metadata: { next_cursor: ' cursor-2 ' },
+      })
+    )
 
     const result = await executeSlackListConversationsOperation(BASE_PARAMS)
 
-    expect(fetchMock).toHaveBeenCalledTimes(2)
+    expect(fetchMock).toHaveBeenCalledTimes(1)
     const firstUrl = new URL(String(fetchMock.mock.calls[0]?.[0]))
-    const secondUrl = new URL(String(fetchMock.mock.calls[1]?.[0]))
     expect(firstUrl.searchParams.get('types')).toBe('public_channel,private_channel')
     expect(firstUrl.searchParams.get('limit')).toBe('100')
     expect(firstUrl.searchParams.has('cursor')).toBe(false)
-    expect(secondUrl.searchParams.get('cursor')).toBe('cursor-2')
-    for (const [, init] of fetchMock.mock.calls) {
-      expect(new Headers(init?.headers).get('Authorization')).toBe('Bearer xoxp-token')
-    }
+    expect(new Headers(fetchMock.mock.calls[0]?.[1]?.headers).get('Authorization')).toBe(
+      'Bearer xoxp-token'
+    )
     expect(result).toEqual({
       success: true,
       output: {
@@ -137,9 +124,8 @@ describe('Slack list channels', () => {
         ids: ['C123', 'D123', 'G123'],
         names: ['general', 'mpdm-one--two-1'],
         count: 3,
-        hasMore: false,
-        nextCursor: null,
-        pages: 2,
+        hasMore: true,
+        nextCursor: 'cursor-2',
       },
     })
   })
@@ -167,7 +153,7 @@ describe('Slack list channels', () => {
     }
   )
 
-  it('stops at maxPages and returns a resumable cursor', async () => {
+  it('fetches the next page only when the caller supplies the returned cursor', async () => {
     fetchMock
       .mockResolvedValueOnce(
         slackResponse({
@@ -180,75 +166,79 @@ describe('Slack list channels', () => {
         slackResponse({
           ok: true,
           channels: [{ id: 'C2' }],
-          response_metadata: { next_cursor: 'cursor-3' },
+          response_metadata: { next_cursor: '' },
         })
       )
 
-    const result = await executeSlackListConversationsOperation({
+    const legacyParams = { ...BASE_PARAMS, limit: 1, maxPages: 200 }
+    const first = await executeSlackListConversationsOperation(legacyParams)
+    expect(fetchMock).toHaveBeenCalledTimes(1)
+    expect(first.output).toMatchObject({
+      ids: ['C1'],
+      count: 1,
+      hasMore: true,
+      nextCursor: 'cursor-2',
+    })
+    if (typeof first.output.nextCursor !== 'string') throw new Error('Expected a next cursor')
+
+    const second = await executeSlackListConversationsOperation({
       ...BASE_PARAMS,
-      cursor: 'cursor-1',
+      cursor: ` ${first.output.nextCursor} `,
       limit: 1,
-      maxPages: 2,
     })
 
     expect(fetchMock).toHaveBeenCalledTimes(2)
-    expect(new URL(String(fetchMock.mock.calls[0]?.[0])).searchParams.get('cursor')).toBe(
-      'cursor-1'
+    expect(new URL(String(fetchMock.mock.calls[1]?.[0])).searchParams.get('cursor')).toBe(
+      'cursor-2'
     )
-    expect(result.output).toMatchObject({
-      ids: ['C1', 'C2'],
-      count: 2,
-      hasMore: true,
-      nextCursor: 'cursor-3',
-      pages: 2,
+    expect(second.output).toMatchObject({
+      ids: ['C2'],
+      count: 1,
+      hasMore: false,
+      nextCursor: null,
     })
   })
 
-  it('continues beyond ten pages by default until Slack exhausts its cursor', async () => {
-    fetchMock.mockImplementation(async (input) => {
-      const cursor = new URL(String(input)).searchParams.get('cursor')
-      const page = cursor ? Number(cursor.replace('cursor-', '')) : 1
-      return slackResponse({
-        ok: true,
-        channels: [{ id: `C${page}` }],
-        response_metadata: { next_cursor: page < 12 ? `cursor-${page + 1}` : '' },
-      })
-    })
+  it('returns the cursor even when Slack filters every conversation out of the page', async () => {
+    fetchMock.mockResolvedValueOnce(
+      slackResponse({ ok: true, channels: [], response_metadata: { next_cursor: 'cursor-2' } })
+    )
 
     const result = await executeSlackListConversationsOperation(BASE_PARAMS)
 
-    expect(fetchMock).toHaveBeenCalledTimes(12)
+    expect(fetchMock).toHaveBeenCalledTimes(1)
     expect(result.output).toMatchObject({
-      count: 12,
-      hasMore: false,
-      nextCursor: null,
-      pages: 12,
+      channels: [],
+      count: 0,
+      hasMore: true,
+      nextCursor: 'cursor-2',
     })
   })
 
-  it('stops at 10,000 conversations and preserves the cursor for resumption', async () => {
-    fetchMock.mockImplementation(async (input) => {
-      const cursor = new URL(String(input)).searchParams.get('cursor')
-      const page = cursor ? Number(cursor.replace('cursor-', '')) : 1
-      return slackResponse({
-        ok: true,
-        channels: Array.from({ length: 200 }, (_, index) => ({ id: `C${page}-${index}` })),
-        response_metadata: { next_cursor: `cursor-${page + 1}` },
-      })
-    })
+  it.each([undefined, { next_cursor: '' }, { next_cursor: ' ' }])(
+    'returns no next cursor for an exhausted page with metadata %j',
+    async (metadata) => {
+      fetchMock.mockResolvedValueOnce(
+        slackResponse({ ok: true, channels: [{ id: 'C1' }], response_metadata: metadata })
+      )
 
-    const result = await executeSlackListConversationsOperation({
-      ...BASE_PARAMS,
-      limit: 200,
-    })
+      const result = await executeSlackListConversationsOperation(BASE_PARAMS)
 
-    expect(fetchMock).toHaveBeenCalledTimes(50)
-    expect(result.output).toMatchObject({
-      count: 10_000,
-      hasMore: true,
-      nextCursor: 'cursor-51',
-      pages: 50,
-    })
+      expect(fetchMock).toHaveBeenCalledTimes(1)
+      expect(result.output).toMatchObject({ hasMore: false, nextCursor: null })
+    }
+  )
+
+  it('throws rate-limit errors without retrying', async () => {
+    fetchMock.mockResolvedValueOnce(
+      Response.json(
+        { ok: false, error: 'ratelimited' },
+        { status: 429, headers: { 'Retry-After': '60' } }
+      )
+    )
+
+    await expect(executeSlackListConversationsOperation(BASE_PARAMS)).rejects.toThrow('ratelimited')
+    expect(fetchMock).toHaveBeenCalledTimes(1)
   })
 
   it('fails fast on invalid pagination inputs before a provider request', async () => {
@@ -256,8 +246,8 @@ describe('Slack list channels', () => {
       executeSlackListConversationsOperation({ ...BASE_PARAMS, limit: 0 })
     ).rejects.toThrow('Conversation page size must be an integer between 1 and 200')
     await expect(
-      executeSlackListConversationsOperation({ ...BASE_PARAMS, maxPages: 201 })
-    ).rejects.toThrow('Maximum conversation pages must be an integer between 1 and 200')
+      executeSlackListConversationsOperation({ ...BASE_PARAMS, limit: 201 })
+    ).rejects.toThrow('Conversation page size must be an integer between 1 and 200')
     await expect(
       executeSlackListConversationsOperation({ ...BASE_PARAMS, cursor: ' ' })
     ).rejects.toThrow('Pagination cursor is required')
@@ -272,7 +262,6 @@ describe('Slack list channels', () => {
     await executeSlackListConversationsOperation({
       ...BASE_PARAMS,
       limit: null as never,
-      maxPages: ' ' as never,
     })
 
     expect(new URL(String(fetchMock.mock.calls[0]?.[0])).searchParams.get('limit')).toBe('100')
diff --git a/apps/sim/tools/slack/list_channels.ts b/apps/sim/tools/slack/list_channels.ts
index 8026d0189b6..478a80cc576 100644
--- a/apps/sim/tools/slack/list_channels.ts
+++ b/apps/sim/tools/slack/list_channels.ts
@@ -9,12 +9,6 @@ export const DEFAULT_CONVERSATION_PAGE_LIMIT = 100
 /** Slack's recommended upper bound for conversations.list page size. */
 export const MAX_CONVERSATION_PAGE_LIMIT = 200
 
-/** Default and hard cap on Slack conversation provider pages fetched per invocation. */
-export const MAX_CONVERSATION_PAGES = 200
-
-/** Hard cap on Slack conversations accumulated per invocation. */
-export const MAX_CONVERSATIONS = 10_000
-
 export const slackListChannelsTool: InternalToolConfig<
   SlackListChannelsParams,
   SlackListChannelsResponse
@@ -22,8 +16,8 @@ export const slackListChannelsTool: InternalToolConfig<
   id: 'slack_list_channels',
   name: 'Slack List Channels',
   description:
-    'List up to 10,000 accessible public and private Slack channels across as many cursor pages as Slack supplies, capped at 200 provider pages.',
-  version: '1.3.0',
+    'List one page of accessible public and private Slack channels. Pass the returned nextCursor as cursor to fetch the next page.',
+  version: '1.3.1',
 
   oauth: {
     required: true,
@@ -75,12 +69,6 @@ export const slackListChannelsTool: InternalToolConfig<
       visibility: 'user-or-llm',
       description: 'Pagination cursor from a previous response.nextCursor to resume from',
     },
-    maxPages: {
-      type: 'number',
-      required: false,
-      visibility: 'user-or-llm',
-      description: 'Maximum number of Slack pages to fetch (default: 200, max: 200)',
-    },
   },
 
   operation: {
@@ -90,7 +78,7 @@ export const slackListChannelsTool: InternalToolConfig<
   outputs: {
     channels: {
       type: 'array',
-      description: 'Up to 10,000 accessible public and private channels',
+      description: 'One page of accessible public and private channels',
       items: {
         type: 'object',
         properties: CONVERSATION_LIST_OUTPUT_PROPERTIES,
@@ -108,20 +96,16 @@ export const slackListChannelsTool: InternalToolConfig<
     },
     count: {
       type: 'number',
-      description: 'Total number of conversations returned across all fetched pages, up to 10,000',
+      description: 'Number of conversations returned in this page',
     },
     hasMore: {
       type: 'boolean',
-      description: 'Whether more Slack conversation pages remain beyond the fetched window',
+      description: 'Whether a next cursor is available to fetch more Slack conversations',
     },
     nextCursor: {
       type: 'string',
       description: 'Cursor to fetch the next page; null when there are no more pages',
       optional: true,
     },
-    pages: {
-      type: 'number',
-      description: 'Number of Slack conversation pages fetched in this invocation',
-    },
   },
 }
diff --git a/apps/sim/tools/slack/types.ts b/apps/sim/tools/slack/types.ts
index 98da166faa7..172c8b72441 100644
--- a/apps/sim/tools/slack/types.ts
+++ b/apps/sim/tools/slack/types.ts
@@ -749,7 +749,6 @@ export interface SlackListChannelsParams extends SlackBaseParams {
   excludeArchived?: boolean
   limit?: number
   cursor?: string
-  maxPages?: number
 }
 
 export interface SlackListMembersParams extends SlackBaseParams {
@@ -1164,7 +1163,6 @@ export interface SlackListChannelsResponse extends ToolResponse {
     count: number
     hasMore: boolean
     nextCursor: string | null
-    pages: number
   }
 }
 
diff --git a/bun.lock b/bun.lock
index 16da073bc0f..e65ad70fdd5 100644
--- a/bun.lock
+++ b/bun.lock
@@ -24,8 +24,12 @@
         "lint-staged": "16.0.0",
         "opentype.js": "1.3.4",
         "react": "19.2.4",
+        "remark-gfm": "4.0.1",
+        "remark-parse": "11.0.0",
         "sharp": "0.35.3",
         "turbo": "2.9.14",
+        "unified": "11.0.5",
+        "unist-util-visit": "5.1.0",
         "vitest": "^4.1.0",
         "zod": "4.3.6",
       },
@@ -97,6 +101,8 @@
         "@types/node": "24.2.1",
         "@types/react": "^19.1.2",
         "@types/react-dom": "^19.0.4",
+        "gray-matter": "^4.0.3",
+        "jsdom": "^26.0.0",
         "postcss": "^8.5.3",
         "tailwindcss": "^4.0.12",
         "typescript": "^7.0.2",
diff --git a/package.json b/package.json
index 0173281e7df..a2d579baf61 100644
--- a/package.json
+++ b/package.json
@@ -167,8 +167,12 @@
     "lint-staged": "16.0.0",
     "opentype.js": "1.3.4",
     "react": "19.2.4",
+    "remark-gfm": "4.0.1",
+    "remark-parse": "11.0.0",
     "sharp": "0.35.3",
     "turbo": "2.9.14",
+    "unified": "11.0.5",
+    "unist-util-visit": "5.1.0",
     "vitest": "^4.1.0",
     "zod": "4.3.6"
   },
diff --git a/packages/db/schema.ts b/packages/db/schema.ts
index d5f37658ffd..b02699b1eda 100644
--- a/packages/db/schema.ts
+++ b/packages/db/schema.ts
@@ -4606,6 +4606,7 @@ export interface ManagedMcpToolSnapshot {
   inputSchema: Record<string, unknown>
 }
 
+/** contract-pending(after all GitLab tokens migrate and workspace-token writers are retired): drop credential_personal_token_identity_unique; only the index is retired. */
 export const credential = pgTable(
   'credential',
   {
diff --git a/packages/db/script-migrations-paused-billing-attribution.test.ts b/packages/db/script-migrations-paused-billing-attribution.test.ts
index e20907ddb9b..7901c6339cd 100644
--- a/packages/db/script-migrations-paused-billing-attribution.test.ts
+++ b/packages/db/script-migrations-paused-billing-attribution.test.ts
@@ -449,6 +449,7 @@ describe('script migration registry', () => {
       '0010_backfill_credential_group_resource_policies',
       '0011_remap_legacy_knowledge_connector_credentials',
       '0012_reconcile_oauth_provider_lifecycle',
+      '0013_backfill_legacy_knowledge_base_workspaces',
     ])
   })
 })
diff --git a/packages/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces.postgres.test.ts b/packages/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces.postgres.test.ts
new file mode 100644
index 00000000000..930d131c62a
--- /dev/null
+++ b/packages/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces.postgres.test.ts
@@ -0,0 +1,393 @@
+import {
+  backfillLegacyKnowledgeBaseWorkspaces,
+  createPostgresLegacyKnowledgeBaseWorkspaceStore,
+  type LegacyKnowledgeBaseMoveOutcome,
+  selectLegacyKnowledgeBaseWorkspace,
+} from '@sim/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces'
+import { sleep } from '@sim/utils/helpers'
+import { generateId } from '@sim/utils/id'
+import postgres, { type Sql } from 'postgres'
+import { afterAll, beforeAll, beforeEach, describe, expect, it } from 'vitest'
+
+const databaseUrl = process.env.KNOWLEDGE_ACL_TEST_DATABASE_URL
+const tables = [
+  'knowledge_base',
+  'document',
+  'workspace',
+  'workspace_files',
+  'permissions',
+  'settings',
+  'workflow',
+  'workflow_blocks',
+  'user_stats',
+  'organization',
+  'member',
+  'subscription',
+] as const
+
+/** Copies current table definitions into an isolated disposable schema; no public rows are touched. */
+describe.runIf(Boolean(databaseUrl))('legacy KB workspace backfill in PostgreSQL', () => {
+  let sql: Sql
+  let admin: Sql
+  const schemaName = `kb_backfill_${generateId().replaceAll('-', '')}`
+  let subject: ReturnType<typeof createPostgresLegacyKnowledgeBaseWorkspaceStore>
+
+  beforeAll(async () => {
+    const url = new URL(databaseUrl!)
+    if (
+      !['localhost', '127.0.0.1'].includes(url.hostname) ||
+      !url.pathname.startsWith('/sim_acl_test')
+    ) {
+      throw new Error('Backfill tests require a disposable local sim_acl_test database')
+    }
+    admin = postgres(url.toString(), { max: 1, onnotice: () => undefined })
+    await admin.unsafe(`CREATE SCHEMA "${schemaName}"`)
+    for (const table of tables) {
+      await admin.unsafe(
+        `CREATE TABLE "${schemaName}"."${table}" (LIKE public."${table}" INCLUDING DEFAULTS INCLUDING CONSTRAINTS INCLUDING INDEXES)`
+      )
+    }
+    sql = postgres(url.toString(), {
+      max: 2,
+      connection: { search_path: schemaName },
+      onnotice: () => undefined,
+    })
+    subject = createPostgresLegacyKnowledgeBaseWorkspaceStore(sql)
+  })
+
+  afterAll(async () => {
+    await sql?.end()
+    if (admin) {
+      await admin.unsafe(`DROP SCHEMA IF EXISTS "${schemaName}" CASCADE`)
+      await admin.end()
+    }
+  })
+
+  beforeEach(async () => {
+    await sql.unsafe(`TRUNCATE ${tables.map((table) => `"${table}"`).join(', ')}`)
+  })
+
+  async function workspace(
+    id: string,
+    payer = 'owner',
+    role: 'write' | 'admin' | 'read' = 'admin'
+  ) {
+    await sql`INSERT INTO workspace (id, name, owner_id, billed_account_user_id) VALUES (${id}, ${id}, ${payer}, ${payer})`
+    await sql`INSERT INTO permissions (id, user_id, entity_type, entity_id, permission_type)
+      VALUES (${generateId()}, 'owner', 'workspace', ${id}, ${role})`
+  }
+
+  async function kb(id = 'kb', name = 'Docs', workspaceId: string | null = null) {
+    await sql`INSERT INTO knowledge_base (id, user_id, name, workspace_id) VALUES (${id}, 'owner', ${name}, ${workspaceId})`
+  }
+
+  async function document(
+    kbId: string,
+    size: number,
+    options: { archived?: boolean; deleted?: boolean; connector?: boolean; key?: string } = {}
+  ) {
+    await sql`INSERT INTO document (id, knowledge_base_id, filename, file_url, file_size, mime_type, archived_at, deleted_at, connector_id, storage_key)
+      VALUES (${generateId()}, ${kbId}, 'fixture.txt', 'data:text/plain,fixture', ${size}, 'text/plain',
+        ${options.archived ? new Date() : null}, ${options.deleted ? new Date() : null},
+        ${options.connector ? 'fixture-connector' : null}, ${options.key ?? null})`
+  }
+
+  async function workflow(workspaceId: string, runs: number, kbId?: string, enabled = true) {
+    const id = generateId()
+    await sql`INSERT INTO workflow (id, user_id, workspace_id, name, last_synced, created_at, updated_at, run_count, last_run_at)
+      VALUES (${id}, 'collaborator', ${workspaceId}, ${id}, now(), now(), now(), ${runs}, now())`
+    if (kbId) {
+      await sql`INSERT INTO workflow_blocks (id, workflow_id, type, name, position_x, position_y, enabled, sub_blocks)
+        VALUES (${generateId()}, ${id}, 'knowledge', 'Knowledge', 0, 0, ${enabled},
+          ${sql.json({ knowledgeBaseSelector: { value: kbId } })})`
+    }
+    return id
+  }
+
+  async function scopedKb(id = 'kb') {
+    const [row] = await sql`SELECT workspace_id, name FROM knowledge_base WHERE id = ${id}`
+    return row
+  }
+
+  async function userBytes(id: string) {
+    const [row] = await sql`SELECT storage_used_bytes FROM user_stats WHERE user_id = ${id}`
+    return Number(row?.storage_used_bytes ?? 0)
+  }
+
+  it('prefers a KB reference over unrelated runs and falls back to all authors’ workflow runs', async () => {
+    await workspace('referenced')
+    await workspace('busy')
+    await kb()
+    await kb('unreferenced', 'Unreferenced')
+    await workflow('referenced', 2, 'kb')
+    await workflow('busy', 1000)
+    expect(await selectLegacyKnowledgeBaseWorkspace(sql, 'kb')).toEqual({
+      workspace_id: 'referenced',
+      has_reference: true,
+    })
+    expect(await subject.moveCandidate('kb')).toBe('moved')
+    expect(await subject.moveCandidate('unreferenced')).toBe('moved')
+    expect((await scopedKb()).workspace_id).toBe('referenced')
+    expect((await scopedKb('unreferenced')).workspace_id).toBe('busy')
+  })
+
+  it('ignores disabled blocks, archived workflows, archived workspaces, and read-only memberships', async () => {
+    await workspace('valid')
+    await workspace('archived')
+    await workspace('read-only', 'owner', 'read')
+    await sql`UPDATE workspace SET archived_at = now() WHERE id = 'archived'`
+    await kb()
+    await workflow('read-only', 1000, 'kb')
+    await workflow('archived', 1000, 'kb')
+    const oldWorkflow = await workflow('valid', 1000, 'kb')
+    await sql`UPDATE workflow SET archived_at = now() WHERE id = ${oldWorkflow}`
+    await workflow('valid', 1, 'kb', false)
+    expect(await selectLegacyKnowledgeBaseWorkspace(sql, 'kb')).toEqual({
+      workspace_id: 'valid',
+      has_reference: false,
+    })
+  })
+
+  it('uses only the active selector and recognizes legacy array selections', async () => {
+    await workspace('target')
+    await kb()
+    const workflowId = await workflow('target', 1, 'kb')
+    await sql`UPDATE workflow_blocks SET sub_blocks = ${sql.json({
+      knowledgeBaseSelector: { value: 'other-kb' },
+      manualKnowledgeBaseId: { value: 'kb' },
+    })} WHERE workflow_id = ${workflowId}`
+    expect((await selectLegacyKnowledgeBaseWorkspace(sql, 'kb'))?.has_reference).toBe(false)
+    await sql`UPDATE workflow_blocks SET advanced_mode = true WHERE workflow_id = ${workflowId}`
+    expect((await selectLegacyKnowledgeBaseWorkspace(sql, 'kb'))?.has_reference).toBe(true)
+    await sql`UPDATE workflow_blocks SET advanced_mode = false,
+      sub_blocks = ${sql.json({ knowledgeBaseSelector: { value: ['kb', 'other-kb'] } })}
+      WHERE workflow_id = ${workflowId}`
+    expect((await selectLegacyKnowledgeBaseWorkspace(sql, 'kb'))?.has_reference).toBe(true)
+  })
+
+  it('uses recency before last selection when successful run counts tie', async () => {
+    await workspace('older')
+    await workspace('recent')
+    await kb()
+    const olderId = await workflow('older', 5)
+    await workflow('recent', 5)
+    await sql`UPDATE workflow SET last_run_at = '2025-01-01' WHERE id = ${olderId}`
+    expect((await selectLegacyKnowledgeBaseWorkspace(sql, 'kb'))?.workspace_id).toBe('recent')
+  })
+
+  it('skips owners without a writable workspace and never treats ownership as permission', async () => {
+    await workspace('owned')
+    await sql`DELETE FROM permissions`
+    await kb()
+    expect(await subject.moveCandidate('kb')).toBe('no_workspace')
+    expect((await scopedKb()).workspace_id).toBeNull()
+  })
+
+  it('allocates unique suffixes for existing names and multiple incoming names, including a taken suffix', async () => {
+    await workspace('target')
+    await kb('existing', 'Docs', 'target')
+    await kb('suffix', 'Docs (recovered kb)', 'target')
+    await kb()
+    await kb('kb2')
+    expect(await subject.moveCandidate('kb')).toBe('renamed')
+    expect(await subject.moveCandidate('kb2')).toBe('renamed')
+    expect((await scopedKb()).name).toBe('Docs (recovered kb-2)')
+    expect((await scopedKb('kb2')).name).toBe('Docs (recovered kb2)')
+    expect(await subject.moveCandidate('kb')).toBe('already_scoped')
+  })
+
+  it('keeps foreign file bindings untouched and skips the KB', async () => {
+    await workspace('target')
+    await kb()
+    await document('kb', 50, { key: 'foreign-key' })
+    await sql`INSERT INTO workspace_files (id, key, user_id, workspace_id, context, original_name, content_type, size_bytes)
+      VALUES ('file', 'foreign-key', 'other', 'other-workspace', 'knowledge-base', 'file.txt', 'text/plain', 50)`
+    expect(await subject.moveCandidate('kb')).toBe('file_conflict')
+    expect((await scopedKb()).workspace_id).toBeNull()
+    expect(
+      (await sql`SELECT workspace_id FROM workspace_files WHERE id = 'file'`)[0].workspace_id
+    ).toBe('other-workspace')
+  })
+
+  it('reconciles stale payer counters and retains remaining legacy and archived document bytes', async () => {
+    await workspace('destination', 'payer')
+    await workspace('source-workspace')
+    await sql`UPDATE workspace SET storage_used_bytes = 70 WHERE id = 'source-workspace'`
+    await kb()
+    await kb('remaining', 'Remaining')
+    await document('kb', 100)
+    await document('kb', 30, { archived: true })
+    await document('kb', 900, { deleted: true })
+    await document('kb', 900, { connector: true })
+    await document('remaining', 20)
+    await workflow('destination', 2, 'kb')
+    await sql`INSERT INTO user_stats (id, user_id, storage_used_bytes) VALUES ('stats', 'owner', 70)`
+    expect(await subject.moveCandidate('kb')).toBe('moved')
+    expect(await userBytes('owner')).toBe(90)
+    expect(await userBytes('payer')).toBe(130)
+    expect(
+      Number(
+        (await sql`SELECT storage_used_bytes FROM workspace WHERE id = 'destination'`)[0]
+          .storage_used_bytes
+      )
+    ).toBe(130)
+    expect(await subject.moveCandidate('kb')).toBe('already_scoped')
+    expect(await userBytes('payer')).toBe(130)
+  })
+
+  it('moves organization-billed legacy bytes without losing organization-owned documents', async () => {
+    await workspace('destination', 'payer')
+    await sql`INSERT INTO organization (id, name, slug) VALUES ('org', 'Org', 'org')`
+    await sql`INSERT INTO member (id, user_id, organization_id, role) VALUES ('member', 'owner', 'org', 'member')`
+    await sql`INSERT INTO subscription (id, reference_id, plan, status) VALUES ('sub', 'org', 'team_6000', 'active')`
+    await kb()
+    await kb('remaining', 'Remaining')
+    await kb('org-kb', 'Org docs')
+    await sql`UPDATE knowledge_base SET organization_id = 'org', is_search_index = true WHERE id = 'org-kb'`
+    await document('kb', 100)
+    await document('remaining', 20)
+    await document('org-kb', 30)
+    expect(await subject.moveCandidate('kb')).toBe('moved')
+    expect(await userBytes('payer')).toBe(100)
+    expect(
+      Number(
+        (await sql`SELECT storage_used_bytes FROM organization WHERE id = 'org'`)[0]
+          .storage_used_bytes
+      )
+    ).toBe(50)
+    expect(await subject.moveCandidate('org-kb')).toBe('already_scoped')
+  })
+
+  it('reconciles a destination organization without double-counting moved bytes', async () => {
+    await workspace('destination')
+    await sql`INSERT INTO organization (id, name, slug) VALUES ('org', 'Org', 'org')`
+    await sql`UPDATE workspace SET organization_id = 'org' WHERE id = 'destination'`
+    await kb()
+    await document('kb', 100)
+    expect(await subject.moveCandidate('kb')).toBe('moved')
+    expect(await userBytes('owner')).toBe(0)
+    expect(
+      Number(
+        (await sql`SELECT storage_used_bytes FROM organization WHERE id = 'org'`)[0]
+          .storage_used_bytes
+      )
+    ).toBe(100)
+  })
+
+  it('serializes concurrent moves with the same payer and colliding names', async () => {
+    await workspace('destination')
+    await kb('a')
+    await kb('b')
+    await document('a', 100)
+    await document('b', 200)
+    const outcomes = await Promise.all([subject.moveCandidate('a'), subject.moveCandidate('b')])
+    expect(outcomes.sort()).toEqual(['moved', 'renamed'])
+    const rows = await sql`SELECT name, workspace_id FROM knowledge_base ORDER BY id`
+    expect(new Set(rows.map((row) => row.name)).size).toBe(2)
+    expect(rows.every((row) => row.workspace_id === 'destination')).toBe(true)
+    expect(await userBytes('owner')).toBe(300)
+  })
+
+  it('waits for an application-held workspace lock instead of aborting the migration', async () => {
+    await workspace('destination')
+    await kb()
+    await document('kb', 100)
+    let markWriterReady!: (pid: number) => void
+    const writerReady = new Promise<number>((resolve) => {
+      markWriterReady = resolve
+    })
+    let releaseWriter!: () => void
+    const writerReleased = new Promise<void>((resolve) => {
+      releaseWriter = resolve
+    })
+    const writer = sql.begin(async (tx) => {
+      await tx`SELECT id FROM workspace WHERE id = 'destination' FOR NO KEY UPDATE`
+      const [connection] = await tx<{ pid: number }[]>`SELECT pg_backend_pid() AS pid`
+      markWriterReady(connection.pid)
+      await writerReleased
+    })
+    let move: Promise<LegacyKnowledgeBaseMoveOutcome> | undefined
+    try {
+      const writerPid = await Promise.race([
+        writerReady,
+        writer.then(() => {
+          throw new Error('Workspace writer finished before the concurrency check')
+        }),
+      ])
+      let settled = false
+      move = subject.moveCandidate('kb')
+      void move.then(
+        () => {
+          settled = true
+        },
+        () => {
+          settled = true
+        }
+      )
+      let waiting = false
+      const deadline = Date.now() + 2_000
+      while (!settled && Date.now() < deadline) {
+        const [waiter] = await admin<{ waiting: boolean }[]>`
+          SELECT EXISTS (SELECT 1 FROM pg_stat_activity
+            WHERE ${writerPid} = ANY(pg_blocking_pids(pid)) AND wait_event_type = 'Lock') AS waiting
+        `
+        if (waiter.waiting) {
+          waiting = true
+          break
+        }
+        await sleep(1)
+      }
+      expect(waiting, 'The migration must wait for the workspace writer').toBe(true)
+      /** Real lock contention must outlast the former five-second timeout. */
+      await sleep(5_100)
+      expect(settled).toBe(false)
+      releaseWriter()
+      await writer
+      expect(await move).toBe('moved')
+      expect((await scopedKb()).workspace_id).toBe('destination')
+      expect(await userBytes('owner')).toBe(100)
+    } finally {
+      releaseWriter()
+      await writer
+      await move?.catch(() => undefined)
+    }
+  }, 15_000)
+
+  it('rolls back scope, names, and accounting together on failure and resumes safely', async () => {
+    await workspace('destination')
+    await kb()
+    await document('kb', 100)
+    await sql`ALTER TABLE workspace ADD CONSTRAINT fixture_storage_limit CHECK (storage_used_bytes < 50)`
+    try {
+      await expect(subject.moveCandidate('kb')).rejects.toThrow()
+      expect((await scopedKb()).workspace_id).toBeNull()
+      expect(await userBytes('owner')).toBe(0)
+    } finally {
+      await sql`ALTER TABLE workspace DROP CONSTRAINT fixture_storage_limit`
+    }
+    expect(await subject.moveCandidate('kb')).toBe('moved')
+    expect(await userBytes('owner')).toBe(100)
+  })
+
+  it('pages past skipped rows and never moves deleted, already scoped, or organization-owned KBs', async () => {
+    await workspace('destination')
+    await kb('a-skip')
+    await sql`UPDATE knowledge_base SET user_id = 'no-access' WHERE id = 'a-skip'`
+    await kb('b-move')
+    await kb('c-deleted')
+    await sql`UPDATE knowledge_base SET deleted_at = now() WHERE id = 'c-deleted'`
+    await kb('d-scoped', 'Scoped', 'destination')
+    await kb('e-org', 'Org')
+    await sql`UPDATE knowledge_base SET organization_id = 'org' WHERE id = 'e-org'`
+    expect(await backfillLegacyKnowledgeBaseWorkspaces(subject, { batchSize: 1 })).toMatchObject({
+      moved: 1,
+      no_workspace: 1,
+    })
+    expect((await scopedKb('c-deleted')).workspace_id).toBeNull()
+    expect((await scopedKb('e-org')).workspace_id).toBeNull()
+    expect(await backfillLegacyKnowledgeBaseWorkspaces(subject)).toMatchObject({
+      moved: 0,
+      no_workspace: 1,
+    })
+  })
+})
diff --git a/packages/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces.test.ts b/packages/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces.test.ts
new file mode 100644
index 00000000000..9bea8214686
--- /dev/null
+++ b/packages/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces.test.ts
@@ -0,0 +1,73 @@
+import {
+  backfillLegacyKnowledgeBaseWorkspaces,
+  type LegacyKnowledgeBaseWorkspaceStore,
+} from '@sim/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces'
+import { describe, expect, it, vi } from 'vitest'
+
+function store(pages: string[][]): LegacyKnowledgeBaseWorkspaceStore {
+  return {
+    listCandidateIds: vi.fn(async () => pages.shift() ?? []),
+    moveCandidate: vi.fn(async () => 'moved' as const),
+  }
+}
+
+describe('legacy KB workspace backfill paging', () => {
+  it('commits sequentially, advances past skipped rows, and keeps only one page', async () => {
+    const subject = store([['a', 'b'], ['c'], []])
+    vi.mocked(subject.moveCandidate)
+      .mockResolvedValueOnce('no_workspace')
+      .mockResolvedValueOnce('renamed')
+    expect(await backfillLegacyKnowledgeBaseWorkspaces(subject, { batchSize: 2 })).toMatchObject({
+      moved: 1,
+      renamed: 1,
+      no_workspace: 1,
+    })
+    expect(subject.listCandidateIds).toHaveBeenNthCalledWith(2, 'b', 2)
+    expect(subject.listCandidateIds).toHaveBeenNthCalledWith(3, 'c', 2)
+    expect(vi.mocked(subject.moveCandidate).mock.calls).toEqual([['a'], ['b'], ['c']])
+  })
+
+  it('treats database cursor ordering as opaque', async () => {
+    expect(await backfillLegacyKnowledgeBaseWorkspaces(store([['z'], ['A'], []]))).toMatchObject({
+      moved: 2,
+    })
+  })
+
+  it('rejects oversized, repeated, or duplicate pages', async () => {
+    await expect(
+      backfillLegacyKnowledgeBaseWorkspaces(store([['a', 'b']]), { batchSize: 1 })
+    ).rejects.toThrow('oversized')
+    await expect(backfillLegacyKnowledgeBaseWorkspaces(store([['a'], ['a']]))).rejects.toThrow(
+      'non-advancing'
+    )
+    await expect(backfillLegacyKnowledgeBaseWorkspaces(store([['a', 'a']]))).rejects.toThrow(
+      'non-advancing'
+    )
+  })
+
+  it('bounds total work and allows a retry to resume after committed moves', async () => {
+    const subject = store([['a'], ['b']])
+    await expect(
+      backfillLegacyKnowledgeBaseWorkspaces(subject, { batchSize: 1, maxBatches: 1 })
+    ).rejects.toThrow('rerun to resume')
+    expect(subject.moveCandidate).toHaveBeenCalledTimes(1)
+    expect(await backfillLegacyKnowledgeBaseWorkspaces(store([['b'], []]))).toMatchObject({
+      moved: 1,
+    })
+  })
+
+  it.each([0, -1, 251, 1.5])('rejects invalid batch size %s', async (batchSize) => {
+    await expect(backfillLegacyKnowledgeBaseWorkspaces(store([]), { batchSize })).rejects.toThrow(
+      'batch size'
+    )
+  })
+
+  it('propagates database failures without proceeding to the next KB', async () => {
+    const subject = store([['a', 'b']])
+    vi.mocked(subject.moveCandidate).mockRejectedValueOnce(new Error('database unavailable'))
+    await expect(backfillLegacyKnowledgeBaseWorkspaces(subject)).rejects.toThrow(
+      'database unavailable'
+    )
+    expect(subject.moveCandidate).toHaveBeenCalledTimes(1)
+  })
+})
diff --git a/packages/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces.ts b/packages/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces.ts
new file mode 100644
index 00000000000..9c025539ede
--- /dev/null
+++ b/packages/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces.ts
@@ -0,0 +1,320 @@
+import type { ScriptMigration } from '@sim/db/script-migrations/types'
+import { createLogger } from '@sim/logger'
+import { getPostgresErrorCode } from '@sim/utils/errors'
+import { generateId } from '@sim/utils/id'
+import type { Fragment, Sql, TransactionSql } from 'postgres'
+
+const logger = createLogger('LegacyKnowledgeBaseWorkspaces')
+export const LEGACY_KB_WORKSPACE_BATCH_SIZE = 100
+const MAX_BATCH_SIZE = 250
+const MAX_BATCHES = 10_000
+const MAX_NAME_ATTEMPTS = 8
+
+type MigrationSql = Sql | TransactionSql
+export type LegacyKnowledgeBaseMoveOutcome =
+  | 'moved'
+  | 'renamed'
+  | 'already_scoped'
+  | 'no_workspace'
+  | 'file_conflict'
+
+export interface LegacyKnowledgeBaseWorkspaceStore {
+  listCandidateIds(afterId: string, limit: number): Promise<string[]>
+  moveCandidate(id: string): Promise<LegacyKnowledgeBaseMoveOutcome>
+}
+
+interface BackfillOptions {
+  batchSize?: number
+  maxBatches?: number
+}
+
+export type LegacyKnowledgeBaseWorkspaceSummary = Record<LegacyKnowledgeBaseMoveOutcome, number>
+
+/** Pages only ids; each KB, its name, and its storage accounting commit atomically. */
+export async function backfillLegacyKnowledgeBaseWorkspaces(
+  store: LegacyKnowledgeBaseWorkspaceStore,
+  options: BackfillOptions = {}
+): Promise<LegacyKnowledgeBaseWorkspaceSummary> {
+  const batchSize = options.batchSize ?? LEGACY_KB_WORKSPACE_BATCH_SIZE
+  const maxBatches = options.maxBatches ?? MAX_BATCHES
+  if (!Number.isInteger(batchSize) || batchSize < 1 || batchSize > MAX_BATCH_SIZE) {
+    throw new Error(`KB workspace backfill batch size must be between 1 and ${MAX_BATCH_SIZE}`)
+  }
+  if (!Number.isInteger(maxBatches) || maxBatches < 1 || maxBatches > MAX_BATCHES) {
+    throw new Error(`KB workspace backfill batch limit must be between 1 and ${MAX_BATCHES}`)
+  }
+  const result: LegacyKnowledgeBaseWorkspaceSummary = {
+    moved: 0,
+    renamed: 0,
+    already_scoped: 0,
+    no_workspace: 0,
+    file_conflict: 0,
+  }
+  let afterId = ''
+  for (let batch = 0; batch <= maxBatches; batch++) {
+    const ids = await store.listCandidateIds(afterId, batchSize)
+    if (ids.length === 0) return result
+    if (batch === maxBatches)
+      throw new Error('KB workspace backfill batch limit reached; rerun to resume')
+    if (ids.length > batchSize) throw new Error('KB workspace backfill returned an oversized page')
+    const lastId = ids.at(-1)
+    if (!lastId || lastId === afterId || new Set(ids).size !== ids.length) {
+      throw new Error('KB workspace backfill returned a non-advancing page')
+    }
+    for (const id of ids) result[await store.moveCandidate(id)]++
+    afterId = lastId
+  }
+  return result
+}
+
+/**
+ * Frozen migration equivalent of getHighestPrioritySubscription: entitled Enterprise > Team >
+ * Pro, organization before personal at the same tier. No application imports are available in
+ * the migrations image. The final id order makes multiple equivalent subscriptions deterministic.
+ */
+function legacyPayerId(sql: MigrationSql, userId: string | Fragment): Fragment {
+  return sql`coalesce((
+    SELECT s.reference_id FROM subscription s
+    WHERE s.status IN ('active', 'past_due')
+      AND (s.plan = 'enterprise' OR s.plan ~ '^(team|pro)(_|$)')
+      AND (s.reference_id = ${userId} OR EXISTS (
+        SELECT 1 FROM member m JOIN organization o ON o.id = m.organization_id
+        WHERE m.user_id = ${userId} AND o.id = s.reference_id
+      ))
+    ORDER BY CASE WHEN s.plan = 'enterprise' THEN 3 WHEN s.plan ~ '^team(_|$)' THEN 2 ELSE 1 END DESC,
+      (s.reference_id <> ${userId}) DESC, s.reference_id, s.id
+    LIMIT 1
+  ), ${userId})`
+}
+
+/**
+ * Read-only destination selection. Prefer enabled Knowledge blocks naming this KB; rank those
+ * workspaces by the referring workflows' successful runs. Otherwise use successful runs across
+ * all active workflows in the workspace, then recency, last selection, and stable creation/id order.
+ * The creator must still hold explicit write/admin access; ownership alone never grants admission.
+ */
+export async function selectLegacyKnowledgeBaseWorkspace(
+  sql: MigrationSql,
+  knowledgeBaseId: string
+) {
+  const [destination] = await sql<Array<{ workspace_id: string; has_reference: boolean }>>`
+    WITH kb AS MATERIALIZED (
+      SELECT id, user_id FROM knowledge_base
+      WHERE id = ${knowledgeBaseId} AND workspace_id IS NULL AND organization_id IS NULL
+        AND deleted_at IS NULL AND NOT is_search_index
+    ), candidates AS MATERIALIZED (
+      SELECT w.id, w.created_at, s.last_active_workspace_id = w.id AS last_selected
+      FROM kb
+      JOIN permissions p ON p.user_id = kb.user_id AND p.entity_type = 'workspace'
+        AND p.permission_type IN ('write', 'admin')
+      JOIN workspace w ON w.id = p.entity_id AND w.archived_at IS NULL
+      LEFT JOIN settings s ON s.user_id = kb.user_id
+    ), activity AS (
+      SELECT c.*, a.total_runs, a.last_run_at, a.referring_runs, a.referring_last_run_at, a.has_reference
+      FROM candidates c CROSS JOIN kb
+      CROSS JOIN LATERAL (
+        SELECT coalesce(sum(f.run_count), 0) AS total_runs, max(f.last_run_at) AS last_run_at,
+          coalesce(sum(f.run_count) FILTER (WHERE r.found), 0) AS referring_runs,
+          max(f.last_run_at) FILTER (WHERE r.found) AS referring_last_run_at,
+          coalesce(bool_or(r.found), false) AS has_reference
+        FROM workflow f
+        CROSS JOIN LATERAL (
+          SELECT EXISTS (
+            SELECT 1 FROM workflow_blocks b
+            CROSS JOIN LATERAL (
+              SELECT coalesce(nullif(CASE WHEN b.advanced_mode
+                THEN b.sub_blocks #> '{manualKnowledgeBaseId,value}'
+                ELSE b.sub_blocks #> '{knowledgeBaseSelector,value}' END, 'null'::jsonb),
+                b.sub_blocks #> '{knowledgeBaseId,value}') AS value
+            ) v
+            WHERE b.workflow_id = f.id AND b.type = 'knowledge' AND b.enabled
+              AND (v.value = to_jsonb(kb.id) OR v.value @> jsonb_build_array(kb.id))
+          ) AS found
+        ) r
+        WHERE f.workspace_id = c.id AND f.archived_at IS NULL
+      ) a
+    )
+    SELECT id AS workspace_id, has_reference FROM activity
+    ORDER BY has_reference DESC, referring_runs DESC, referring_last_run_at DESC NULLS LAST,
+      total_runs DESC, last_run_at DESC NULLS LAST, last_selected DESC NULLS LAST, created_at, id
+    LIMIT 1
+  `
+  return destination ?? null
+}
+
+/**
+ * Rebuild only the affected payer from workspace ledgers plus retained unscoped/organization KB
+ * documents. Legacy counters can already omit orphan bytes, so subtracting those bytes blindly
+ * would undercount unrelated storage. Archived but retained documents remain billable.
+ */
+async function reconcilePayer(tx: TransactionSql, kind: 'user' | 'organization', id: string) {
+  if (kind === 'user') {
+    await tx`
+      UPDATE user_stats SET storage_used_bytes =
+        coalesce((SELECT sum(storage_used_bytes) FROM workspace
+          WHERE organization_id IS NULL AND billed_account_user_id = ${id}), 0)
+        + coalesce((SELECT sum(d.file_size::bigint) FROM knowledge_base k
+          JOIN document d ON d.knowledge_base_id = k.id
+          WHERE k.user_id = ${id} AND k.workspace_id IS NULL AND k.organization_id IS NULL
+            AND d.connector_id IS NULL AND d.deleted_at IS NULL
+            AND ${legacyPayerId(tx, id)} = ${id}), 0)
+      WHERE user_id = ${id}
+    `
+  } else {
+    await tx`
+      UPDATE organization SET storage_used_bytes =
+        coalesce((SELECT sum(storage_used_bytes) FROM workspace WHERE organization_id = ${id}), 0)
+        + coalesce((SELECT sum(d.file_size::bigint) FROM knowledge_base k
+          JOIN document d ON d.knowledge_base_id = k.id
+          WHERE k.organization_id = ${id} AND d.connector_id IS NULL AND d.deleted_at IS NULL), 0)
+        + coalesce((SELECT sum(d.file_size::bigint) FROM knowledge_base k
+          JOIN document d ON d.knowledge_base_id = k.id
+          WHERE k.workspace_id IS NULL AND k.organization_id IS NULL
+            AND d.connector_id IS NULL AND d.deleted_at IS NULL
+            AND EXISTS (SELECT 1 FROM member m WHERE m.user_id = k.user_id AND m.organization_id = ${id})
+            AND ${legacyPayerId(tx, tx`k.user_id`)} = ${id}), 0)
+      WHERE id = ${id}
+    `
+  }
+}
+
+/** Uses the same KB → workspace → user payer → organization payer lock order as live moves. */
+async function moveKnowledgeBase(
+  tx: TransactionSql,
+  knowledgeBaseId: string
+): Promise<LegacyKnowledgeBaseMoveOutcome> {
+  const [kb] = await tx<Array<{ user_id: string }>>`
+    SELECT user_id FROM knowledge_base
+    WHERE id = ${knowledgeBaseId} AND workspace_id IS NULL AND organization_id IS NULL
+      AND deleted_at IS NULL AND NOT is_search_index
+    FOR UPDATE
+  `
+  if (!kb) return 'already_scoped'
+  const destination = await selectLegacyKnowledgeBaseWorkspace(tx, knowledgeBaseId)
+  if (!destination) return 'no_workspace'
+  const [target] = await tx<
+    Array<{ id: string; organization_id: string | null; billed_account_user_id: string }>
+  >`
+    SELECT w.id, w.organization_id, w.billed_account_user_id FROM workspace w
+    WHERE w.id = ${destination.workspace_id} AND w.archived_at IS NULL
+      AND EXISTS (SELECT 1 FROM permissions p WHERE p.user_id = ${kb.user_id}
+        AND p.entity_type = 'workspace' AND p.entity_id = w.id AND p.permission_type IN ('write', 'admin'))
+    FOR NO KEY UPDATE
+  `
+  if (!target) return 'no_workspace'
+  const [conflict] = await tx<Array<{ found: boolean }>>`
+    SELECT EXISTS (
+      SELECT 1 FROM document d JOIN workspace_files f ON f.key = d.storage_key
+      WHERE d.knowledge_base_id = ${knowledgeBaseId} AND f.deleted_at IS NULL
+        AND (f.context <> 'knowledge-base' OR f.workspace_id IS DISTINCT FROM ${target.id})
+    ) AS found
+  `
+  if (conflict?.found) return 'file_conflict'
+
+  const [source] = await tx<Array<{ id: string }>>`SELECT ${legacyPayerId(tx, kb.user_id)} AS id`
+  const sourceKind = source.id === kb.user_id ? 'user' : 'organization'
+  const targetKind = target.organization_id ? 'organization' : 'user'
+  const targetPayerId = target.organization_id ?? target.billed_account_user_id
+  const users = [
+    ...new Set([
+      ...(sourceKind === 'user' ? [source.id] : []),
+      ...(targetKind === 'user' ? [targetPayerId] : []),
+    ]),
+  ].sort()
+  const organizations = [
+    ...new Set([
+      ...(sourceKind === 'organization' ? [source.id] : []),
+      ...(targetKind === 'organization' ? [targetPayerId] : []),
+    ]),
+  ].sort()
+  for (const id of users) {
+    await tx`INSERT INTO user_stats (id, user_id) VALUES (${generateId()}, ${id}) ON CONFLICT (user_id) DO NOTHING`
+    await tx`SELECT user_id FROM user_stats WHERE user_id = ${id} FOR NO KEY UPDATE`
+  }
+  for (const id of organizations)
+    await tx`SELECT id FROM organization WHERE id = ${id} FOR NO KEY UPDATE`
+
+  const [invalid] = await tx<Array<{ found: boolean }>>`
+    SELECT EXISTS (
+      SELECT 1 FROM document d JOIN knowledge_base k ON k.id = d.knowledge_base_id
+      WHERE (k.id = ${knowledgeBaseId} OR k.workspace_id = ${target.id})
+        AND d.connector_id IS NULL AND d.deleted_at IS NULL AND (d.file_size IS NULL OR d.file_size < 0)
+      UNION ALL
+      SELECT 1 FROM workspace_files f WHERE f.workspace_id = ${target.id}
+        AND f.context = 'workspace' AND (f.size_bytes IS NULL OR f.size_bytes < 0)
+    ) AS found
+  `
+  if (invalid?.found) throw new Error('KB workspace backfill found invalid canonical storage sizes')
+
+  const [moved] = await tx<Array<{ renamed: boolean }>>`
+    WITH candidate_names AS (
+      SELECT k.name AS old_name, n.attempt,
+        CASE WHEN n.attempt = 0 THEN k.name
+          ELSE k.name || ' (recovered ' || k.id || CASE WHEN n.attempt = 1 THEN '' ELSE '-' || n.attempt::text END || ')'
+        END AS name
+      FROM knowledge_base k CROSS JOIN generate_series(0, ${MAX_NAME_ATTEMPTS}) n(attempt)
+      WHERE k.id = ${knowledgeBaseId}
+    ), chosen AS (
+      SELECT name, old_name FROM candidate_names c
+      WHERE NOT EXISTS (SELECT 1 FROM knowledge_base existing
+        WHERE existing.workspace_id = ${target.id} AND existing.name = c.name AND existing.deleted_at IS NULL)
+      ORDER BY attempt LIMIT 1
+    )
+    UPDATE knowledge_base k SET workspace_id = ${target.id}, folder_id = NULL, name = chosen.name, updated_at = now()
+    FROM chosen WHERE k.id = ${knowledgeBaseId} AND k.workspace_id IS NULL AND k.organization_id IS NULL
+      AND k.deleted_at IS NULL AND NOT k.is_search_index
+    RETURNING k.name <> chosen.old_name AS renamed
+  `
+  if (!moved) throw new Error('KB workspace backfill could not allocate a unique name')
+  await tx`
+    UPDATE workspace SET storage_used_bytes =
+      coalesce((SELECT sum(size_bytes) FROM workspace_files WHERE workspace_id = ${target.id} AND context = 'workspace'), 0)
+      + coalesce((SELECT sum(d.file_size::bigint) FROM document d JOIN knowledge_base k ON k.id = d.knowledge_base_id
+        WHERE k.workspace_id = ${target.id} AND d.connector_id IS NULL AND d.deleted_at IS NULL), 0)
+    WHERE id = ${target.id}
+  `
+  for (const id of users) await reconcilePayer(tx, 'user', id)
+  for (const id of organizations) await reconcilePayer(tx, 'organization', id)
+  return moved.renamed ? 'renamed' : 'moved'
+}
+
+export function createPostgresLegacyKnowledgeBaseWorkspaceStore(
+  sql: Sql
+): LegacyKnowledgeBaseWorkspaceStore {
+  return {
+    async listCandidateIds(afterId, limit) {
+      const rows = await sql<Array<{ id: string }>>`
+        SELECT id FROM knowledge_base WHERE id > ${afterId}
+          AND workspace_id IS NULL AND organization_id IS NULL AND deleted_at IS NULL AND NOT is_search_index
+        ORDER BY id LIMIT ${limit}
+      `
+      return rows.map((row) => row.id)
+    },
+    async moveCandidate(id) {
+      for (let attempt = 0; ; attempt++) {
+        try {
+          return await sql.begin((tx) => moveKnowledgeBase(tx, id))
+        } catch (error) {
+          if (getPostgresErrorCode(error) !== '23505' || attempt >= MAX_NAME_ATTEMPTS - 1)
+            throw error
+        }
+      }
+    },
+  }
+}
+
+export const backfillLegacyKnowledgeBaseWorkspacesMigration: ScriptMigration = {
+  name: '0013_backfill_legacy_knowledge_base_workspaces',
+  async up(sql) {
+    const result = await backfillLegacyKnowledgeBaseWorkspaces(
+      createPostgresLegacyKnowledgeBaseWorkspaceStore(sql)
+    )
+    logger.info('Legacy KB workspace backfill completed', result)
+    if (result.no_workspace || result.file_conflict) {
+      logger.warn(
+        'Some legacy KBs remain unassigned because their destination could not be established safely',
+        result
+      )
+    }
+  },
+}
diff --git a/packages/db/script-migrations/index.ts b/packages/db/script-migrations/index.ts
index b945baf73a4..78d5c27e4fe 100644
--- a/packages/db/script-migrations/index.ts
+++ b/packages/db/script-migrations/index.ts
@@ -1,4 +1,5 @@
 import { reconcileOAuthProviderLifecycleMigration } from '@sim/db/script-migrations/0012_reconcile_oauth_provider_lifecycle'
+import { backfillLegacyKnowledgeBaseWorkspacesMigration } from '@sim/db/script-migrations/0013_backfill_legacy_knowledge_base_workspaces'
 import type { Sql } from 'postgres'
 import { backfillTableOrderKeys } from './0001_backfill_table_order_keys'
 import { backfillPausedBillingAttribution } from './0002_backfill_paused_billing_attribution'
@@ -33,6 +34,7 @@ export const scriptMigrations: readonly ScriptMigration[] = [
   backfillCredentialGroupResourcePolicies,
   remapLegacyKnowledgeConnectorCredentialsMigration,
   reconcileOAuthProviderLifecycleMigration,
+  backfillLegacyKnowledgeBaseWorkspacesMigration,
 ]
 
 /**
diff --git a/packages/deployment-config/src/integrations.json b/packages/deployment-config/src/integrations.json
index abb99aee5d7..8d2e8de7492 100644
--- a/packages/deployment-config/src/integrations.json
+++ b/packages/deployment-config/src/integrations.json
@@ -1,5 +1,5 @@
 {
-  "updatedAt": "2026-09-07",
+  "updatedAt": "2026-09-08",
   "integrations": [
     {
       "type": "onepassword",
@@ -8322,7 +8322,7 @@
       "slug": "github",
       "name": "GitHub",
       "description": "Interact with GitHub or trigger workflows from GitHub events",
-      "longDescription": "Integrate Github into the workflow. Can get get PR details, create PR comment, get repository info, and get latest commit. Can be used in trigger mode to trigger a workflow when a PR is created, commented on, or a commit is pushed.",
+      "longDescription": "Read and update GitHub repositories, pull requests, issues, and related records. Use trigger mode to start workflows from GitHub events.",
       "bgColor": "#181C1E",
       "iconName": "GithubIcon",
       "docsUrl": "https://docs.sim.ai/integrations/github",
@@ -20341,7 +20341,7 @@
       "slug": "sailpoint",
       "name": "SailPoint",
       "description": "Govern identities and access in SailPoint Identity Security Cloud",
-      "longDescription": "Read and act on identity-governance data in SailPoint Identity Security Cloud (ISC) with a Personal Access Token (PAT) exchanged through OAuth2 client credentials at https://TENANT.api.identitynow.com/oauth/token. SailPoint versions each service independently, so the integration uses current service paths such as /search/v1, /identities/v1, and /access-requests/v1; there is no shared annual API-version setting. Use a PAT whose owner has the ISC user level required by each endpoint because many identity, role, access-profile, certification, approval, and access-request operations require user context in addition to scopes. Common read scopes include sp:search:read, idn:identity:read, idn:accounts:read, idn:entitlement:read, idn:role-unchecked:read or idn:role-checked:read, idn:access-profile:read, idn:sources:read, idn:campaign:read, idn:access-request-status:read, idn:access-request-config:read, idn:task-management:read, and idn:access-request-approvals:read. Mutations additionally use idn:sources:manage for account aggregation, idn:entitlement:manage for entitlement aggregation and entitlement request configuration, idn:campaign:manage for certification decisions and sign-off, the access-request scopes listed by SailPoint for request submission, idn:access-request:create for account-selection discovery, and idn:access-request-approvals:manage for approval actions. A scope alone does not grant authority beyond the PAT owner's ISC permissions, and authorization failures may be returned as provider errors or filtered visibility depending on the endpoint and tenant policy.",
+      "longDescription": "Connect SailPoint Identity Security Cloud with a Personal Access Token to search identity-governance data, manage access requests and approvals, review certifications, and import source data. The token owner and scopes determine the operations available to the integration.",
       "bgColor": "#FFFFFF",
       "iconName": "SailPointIcon",
       "docsUrl": "https://docs.sim.ai/integrations/sailpoint",
@@ -21030,7 +21030,7 @@
       "slug": "sap-s4hana",
       "name": "SAP S4HANA",
       "description": "Read and write SAP S4HANA Cloud business data via OData",
-      "longDescription": "Connect SAP S4HANA Cloud Public Edition with per-tenant OAuth 2.0 client credentials configured in your Communication Arrangements. Read and create business partners, customers, suppliers, sales orders, deliveries (inbound/outbound), billing documents, products, stock and material documents, purchase requisitions, purchase orders, and supplier invoices, or run arbitrary OData v2 queries against any whitelisted Communication Scenario.",
+      "longDescription": "Connect SAP S4HANA Cloud Public Edition, Cloud Private Edition, or an on-premise tenant using the deployment and authentication settings for that tenant. Read and manage business records through the listed OData operations.",
       "bgColor": "#FFFFFF",
       "iconName": "SapS4HanaIcon",
       "docsUrl": "https://docs.sim.ai/integrations/sap_s4hana",
@@ -22205,7 +22205,7 @@
         },
         {
           "name": "List Channels",
-          "description": "List up to 10,000 accessible public and private Slack channels across as many cursor pages as Slack supplies, capped at 200 provider pages."
+          "description": "List one page of accessible public and private Slack channels. Pass the returned nextCursor as cursor to fetch the next page."
         },
         {
           "name": "List Channel Members",
diff --git a/packages/emcn/src/components/chip-tag/chip-tag.tsx b/packages/emcn/src/components/chip-tag/chip-tag.tsx
index 365cf1a4121..67bfdd19382 100644
--- a/packages/emcn/src/components/chip-tag/chip-tag.tsx
+++ b/packages/emcn/src/components/chip-tag/chip-tag.tsx
@@ -54,6 +54,8 @@ import { cn } from '../../lib/cn'
  * - `brand` — a provider-owned integration colour supplied through
  *   `brandColor`. Pair with `brandForeground` so both the icon and label use
  *   the same contrast rule as integration tiles elsewhere in the product.
+ *   `brandStrokeColor` adds an optional inset outline without changing the
+ *   tag's canonical dimensions.
  * - `invite` — recipient pill used in invite/sharing flows. Borrows the chip
  *   family's icon gap (`gap-1.5`), `--text-body` label, and `--text-icon`
  *   leading/trailing icons; pairs with the `invalid` boolean to flip to an
@@ -140,6 +142,8 @@ export interface ChipTagProps
   children: ReactNode
   /** Dynamic provider fill used by the `brand` variant. */
   brandColor?: CSSProperties['background']
+  /** Optional inset outline used by the `brand` variant. */
+  brandStrokeColor?: CSSProperties['color']
   /** Icon component rendered before the label. Non-interactive. */
   leftIcon?: ChipTagIcon
   /**
@@ -178,6 +182,7 @@ export function ChipTag({
   tone,
   brandForeground,
   brandColor,
+  brandStrokeColor,
   className,
   children,
   style,
@@ -196,7 +201,14 @@ export function ChipTag({
     !invalid && variant !== 'workflow' && variant !== 'brand' && 'text-[var(--text-icon)]'
   )
   const interactive = RightIcon != null && onRightIconClick != null
-  const resolvedStyle = variant === 'brand' ? { ...style, background: brandColor } : style
+  const resolvedStyle =
+    variant === 'brand'
+      ? {
+          ...style,
+          background: brandColor,
+          ...(brandStrokeColor ? { boxShadow: `inset 0 0 0 1px ${brandStrokeColor}` } : {}),
+        }
+      : style
 
   return (
     <span
diff --git a/packages/emcn/src/components/chip/chip.tsx b/packages/emcn/src/components/chip/chip.tsx
index 07ce3077459..939e6345594 100644
--- a/packages/emcn/src/components/chip/chip.tsx
+++ b/packages/emcn/src/components/chip/chip.tsx
@@ -38,7 +38,7 @@ import {
  * itself**; those triggers add the `--border-1` outline themselves via `TRIGGER_BORDER_CLASS`;
  * `primary` (inverse surface), `destructive` (error-token surface), `border-shadow` (raised card-like surface),
  * `border` (the `border-shadow` shadow ring on a transparent surface — an outline drawn purely via box-shadow,
- * no CSS border, no fill).
+ * no CSS border, no fill); outline (a true border with no shadow or hover fill).
  * `active` renders the default/filled chip in its selected state — `--surface-active`, held through hover.
  * `fullWidth` swaps `inline-flex` for block-level `flex`.
  * `shape` picks the corner radius: the implicit `default` is the `rounded-lg` pill; `round` is fully round
@@ -71,6 +71,8 @@ const chipVariants = cva(
         'border-shadow':
           'bg-[var(--surface-2)] shadow-[0_0_0_1px_rgba(28,40,64,0.08),0_1px_3px_0_rgba(28,40,64,0.1)] hover-hover:bg-[var(--surface-3)] dark:shadow-[0_0_0_1px_var(--border-1),0_1px_3px_0_rgba(0,0,0,0.3)] dark:hover-hover:bg-[var(--surface-4)]',
         border: `shadow-[0_0_0_1px_rgba(28,40,64,0.08),0_1px_3px_0_rgba(28,40,64,0.1)] ${chipHoverSurfaceClass} dark:shadow-[0_0_0_1px_var(--border-1),0_1px_3px_0_rgba(0,0,0,0.3)]`,
+        outline:
+          'border border-[var(--border)] bg-transparent hover-hover:border-[color-mix(in_srgb,var(--border)_80%,var(--text-secondary))]',
       },
       shape: { default: chipRadiusClass, round: 'rounded-full' },
       active: { true: '', false: '' },
@@ -92,7 +94,7 @@ type ChipIcon = ComponentType<{ className?: string }>
  * for chip fields/triggers, never `Chip` itself. For a selected/toggle chip use
  * the `active` prop, not a variant.
  */
-type ChipVariant = 'primary' | 'destructive' | 'border-shadow' | 'border'
+type ChipVariant = 'primary' | 'destructive' | 'border-shadow' | 'border' | 'outline'
 
 interface ChipBaseProps extends Omit<VariantProps<typeof chipVariants>, 'variant'> {
   variant?: ChipVariant
diff --git a/packages/emcn/src/components/tab-strip/tab-strip.tsx b/packages/emcn/src/components/tab-strip/tab-strip.tsx
index 056f4125262..44b02ff7a79 100644
--- a/packages/emcn/src/components/tab-strip/tab-strip.tsx
+++ b/packages/emcn/src/components/tab-strip/tab-strip.tsx
@@ -387,7 +387,7 @@ const Tab = forwardRef<HTMLDivElement, TabProps>(function Tab(
     <motion.div
       ref={ref}
       initial={reduceMotion ? false : { opacity: 0, scale: 0.98 }}
-      animate={reduceMotion ? undefined : { opacity: 1, scale: 1 }}
+      animate={{ opacity: 1, scale: 1 }}
       exit={reduceMotion ? undefined : { opacity: 0, scale: 0.98 }}
       transition={TAB_TRANSITION}
       className={cn(
diff --git a/packages/realtime-protocol/src/file-doc.ts b/packages/realtime-protocol/src/file-doc.ts
index c1cef7c4398..18e22e2e81c 100644
--- a/packages/realtime-protocol/src/file-doc.ts
+++ b/packages/realtime-protocol/src/file-doc.ts
@@ -44,7 +44,8 @@ export const FILE_DOC_EVENTS = {
 /** Schema assumed for peers from before schema negotiation was added. */
 export const FILE_DOC_LEGACY_SCHEMA_VERSION = 1
 
-export const FILE_DOC_SCHEMA_VERSION = 1
+/** Version 2 adds inline images; version-1 peers would remove them during hydration. */
+export const FILE_DOC_SCHEMA_VERSION = 2
 
 /**
  * The tag carried in the first varUint of a {@link FILE_DOC_EVENTS.MESSAGE}
diff --git a/packages/sim-cli/src/generated/v2-api.ts b/packages/sim-cli/src/generated/v2-api.ts
index 59a4bba4b90..38b40e4ed74 100644
--- a/packages/sim-cli/src/generated/v2-api.ts
+++ b/packages/sim-cli/src/generated/v2-api.ts
@@ -12906,7 +12906,7 @@ export const V2_OPERATIONS = {
         values: ['startedAt', 'durationMs', 'cost', 'status'] as const,
         default: 'startedAt',
         describe:
-          'Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs order as though the value were below every recorded one, so they trail an ascending page and lead a descending one. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included.',
+          'Field used to sort the result. `durationMs` and `cost` are null until a run settles; those runs sort before recorded values in ascending order and after them in descending order. Only `startedAt` can order Chat and Sim-agent job runs, so any other value is rejected when job runs are included.',
       },
       sortOrder: {
         kind: 'enum',
@@ -14141,7 +14141,7 @@ export const V2_OPERATIONS = {
         kind: 'number',
         default: 10,
         describe:
-          'Maximum number of search results to return. Must be a whole number between 1 and 100; the boundary schema only bounds the range, so a fractional value is admitted here and then rejected with 400 during search.',
+          'Maximum number of search results to return. Must be a whole number between 1 and 100.',
       },
       tagFilters: {
         kind: 'array',
diff --git a/packages/workflow-renderer/package.json b/packages/workflow-renderer/package.json
index 31fe9b8f6f0..d51c1e22d6a 100644
--- a/packages/workflow-renderer/package.json
+++ b/packages/workflow-renderer/package.json
@@ -28,6 +28,10 @@
     "./note-content": {
       "types": "./src/note/note-content.ts",
       "default": "./src/note/note-content.ts"
+    },
+    "./formatted-text": {
+      "types": "./src/formatted-text.tsx",
+      "default": "./src/formatted-text.tsx"
     }
   },
   "scripts": {
diff --git a/packages/workflow-renderer/src/block-tile-view.test.tsx b/packages/workflow-renderer/src/block-tile-view.test.tsx
new file mode 100644
index 00000000000..a3306a097cc
--- /dev/null
+++ b/packages/workflow-renderer/src/block-tile-view.test.tsx
@@ -0,0 +1,44 @@
+import { BlockTileView } from '@sim/workflow-renderer'
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it } from 'vitest'
+
+const Icon = ({ className }: { className?: string }) => <svg className={className} />
+
+describe('shared block tile', () => {
+  it('uses the same role accent and header dimensions for a core block', () => {
+    const html = renderToStaticMarkup(
+      <BlockTileView blockType='agent' icon={Icon} bgColor='#33C482' useAccent size='lg' />
+    )
+    expect(html).toContain('data-workflow-type-icon="agent"')
+    expect(html).toContain('size-[18px]')
+    expect(html).toContain('size-[12px]')
+    expect(html).not.toContain('background:')
+  })
+
+  it.each([
+    { color: '#FFFFFF', foreground: 'text-black!' },
+    { color: '#111111', foreground: 'text-white!' },
+    { color: 'linear-gradient(#E0F7FA, #FFFFFF)', foreground: 'text-black!' },
+  ])('keeps provider icons legible on $color', ({ color, foreground }) => {
+    const html = renderToStaticMarkup(
+      <BlockTileView blockType='provider' icon={Icon} bgColor={color} useAccent={false} />
+    )
+    expect(html).toContain(foreground)
+    expect(html).toContain('background:')
+    expect(html).not.toContain('data-workflow-type-icon')
+  })
+
+  it('preserves fallback labels and caller accessibility attributes', () => {
+    const html = renderToStaticMarkup(
+      <BlockTileView
+        bgColor='#FFFFFF'
+        fallbackLabel='A'
+        useAccent={false}
+        aria-label='Example provider'
+      />
+    )
+    expect(html).toContain('aria-label="Example provider"')
+    expect(html).toContain('text-black!')
+    expect(html).toContain('>A</span>')
+  })
+})
diff --git a/packages/workflow-renderer/src/formatted-text.test.tsx b/packages/workflow-renderer/src/formatted-text.test.tsx
new file mode 100644
index 00000000000..3e466c7177a
--- /dev/null
+++ b/packages/workflow-renderer/src/formatted-text.test.tsx
@@ -0,0 +1,106 @@
+import {
+  formatDisplayText,
+  getValidWorkflowSearchRange,
+} from '@sim/workflow-renderer/formatted-text'
+import { renderToStaticMarkup } from 'react-dom/server'
+import { describe, expect, it } from 'vitest'
+
+describe('formatDisplayText workflow search highlighting', () => {
+  it('marks only the active duplicate occurrence', () => {
+    const html = renderToStaticMarkup(
+      <>
+        {formatDisplayText('alpha beta alpha', {
+          workflowSearchHighlight: {
+            range: { start: 11, end: 16 },
+            rawValue: 'alpha',
+          },
+        })}
+      </>
+    )
+
+    expect(html).toContain('<mark')
+    expect(html).toContain('<span>alpha beta </span><mark')
+    expect((html.match(/<mark/g) ?? []).length).toBe(1)
+  })
+
+  it('does not mark stale ranges', () => {
+    const html = renderToStaticMarkup(
+      <>
+        {formatDisplayText('alpha beta', {
+          workflowSearchHighlight: {
+            range: { start: 0, end: 5 },
+            rawValue: 'gamma',
+          },
+        })}
+      </>
+    )
+
+    expect(html).not.toContain('<mark')
+    expect(
+      getValidWorkflowSearchRange('alpha beta', { range: { start: 0, end: 5 }, rawValue: 'gamma' })
+    ).toBeNull()
+  })
+
+  it('escapes html-like strings while preserving the exact mark', () => {
+    const html = renderToStaticMarkup(
+      <>
+        {formatDisplayText('<script>alert(1)</script>', {
+          workflowSearchHighlight: {
+            range: { start: 0, end: 8 },
+            rawValue: '<script>',
+          },
+        })}
+      </>
+    )
+
+    expect(html).toContain('&lt;script&gt;')
+    expect(html).toContain('<mark')
+    expect(html).not.toContain('<script>')
+  })
+
+  it('keeps reference formatting inside the active mark', () => {
+    const html = renderToStaticMarkup(
+      <>
+        {formatDisplayText('use <Start.output>', {
+          workflowSearchHighlight: {
+            range: { start: 4, end: 18 },
+            rawValue: '<Start.output>',
+          },
+          highlightAll: true,
+        })}
+      </>
+    )
+
+    expect(html).toContain('<mark')
+    expect(html).toContain('text-[var(--brand-secondary)]')
+    expect(html).toContain('&lt;Start.output&gt;')
+  })
+})
+
+describe('shared reference formatting', () => {
+  it('highlights accessible names, system references, and available environment values', () => {
+    const html = renderToStaticMarkup(
+      <>
+        {formatDisplayText(
+          '<My Agent.content> <loop.currentItem> <unknown.result> {{KEY}} {{MISSING}}',
+          {
+            accessiblePrefixes: new Set(['myagent']),
+            availableEnvVars: new Set(['KEY']),
+          }
+        )}
+      </>
+    )
+    expect((html.match(/class=/g) ?? []).length).toBe(3)
+    expect(html).toContain('<span>&lt;unknown.result&gt;</span>')
+    expect(html).toContain('<span>{{MISSING}}</span>')
+  })
+
+  it('preserves comparisons, code, and exact reference text in read-only examples', () => {
+    const source = 'if (x < 3) return <agent.result>; {{TOKEN}}'
+    const html = renderToStaticMarkup(<>{formatDisplayText(source, { highlightAll: true })}</>)
+    expect(html).toContain('if (x &lt; 3) return ')
+    expect(html).toContain('&lt;agent.result&gt;')
+    expect(html).toContain('{{TOKEN}}')
+    expect((html.match(/class=/g) ?? []).length).toBe(2)
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/formatted-text/formatted-text.tsx b/packages/workflow-renderer/src/formatted-text.tsx
similarity index 85%
rename from apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/formatted-text/formatted-text.tsx
rename to packages/workflow-renderer/src/formatted-text.tsx
index 9a106be384d..080f4f3a363 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/formatted-text/formatted-text.tsx
+++ b/packages/workflow-renderer/src/formatted-text.tsx
@@ -1,12 +1,16 @@
 import type { ReactNode } from 'react'
-import { splitReferenceSegment } from '@/lib/workflows/sanitization/references'
-import type { WorkflowSearchRange } from '@/lib/workflows/search-replace/types'
-import { WORKFLOW_SEARCH_HIGHLIGHT_CLASS } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/constants'
-import { normalizeName, REFERENCE } from '@/executor/constants'
-import { createCombinedPattern } from '@/executor/utils/reference-validation'
+import { splitWorkflowReferenceSegment } from '@sim/utils/workflow-references'
+import { normalizeWorkflowBlockName } from '@sim/workflow-types/workflow'
+
+interface WorkflowTextRange {
+  start: number
+  end: number
+}
+
+const WORKFLOW_SEARCH_HIGHLIGHT_CLASS = 'rounded-sm bg-orange-400 font-normal text-inherit'
 
 export interface WorkflowSearchTextHighlight {
-  range?: WorkflowSearchRange
+  range?: WorkflowTextRange
   rawValue?: string
 }
 
@@ -22,7 +26,7 @@ const SYSTEM_PREFIXES = new Set(['loop', 'parallel', 'variable'])
 export function getValidWorkflowSearchRange(
   text: string,
   highlight?: WorkflowSearchTextHighlight | null
-): WorkflowSearchRange | null {
+): WorkflowTextRange | null {
   const range = highlight?.range
   if (!range || !highlight?.rawValue) return null
   if (range.start < 0 || range.end <= range.start || range.end > text.length) return null
@@ -79,7 +83,7 @@ function formatDisplayTextInternal(
 
     const inner = reference.slice(1, -1)
     const [prefix] = inner.split('.')
-    const normalizedPrefix = normalizeName(prefix)
+    const normalizedPrefix = normalizeWorkflowBlockName(prefix)
 
     if (SYSTEM_PREFIXES.has(normalizedPrefix)) {
       return true
@@ -103,7 +107,7 @@ function formatDisplayTextInternal(
   }
 
   const nodes: ReactNode[] = []
-  const regex = createCombinedPattern()
+  const regex = /<[^<>]+>|\{\{[^}]+\}\}/g
   let lastIndex = 0
   let key = 0
 
@@ -121,7 +125,7 @@ function formatDisplayTextInternal(
       pushPlainText(text.slice(lastIndex, index))
     }
 
-    if (matchText.startsWith(REFERENCE.ENV_VAR_START)) {
+    if (matchText.startsWith('{{')) {
       const varName = matchText.slice(2, -2).trim()
       if (shouldHighlightEnvVar(varName)) {
         nodes.push(
@@ -133,7 +137,7 @@ function formatDisplayTextInternal(
         nodes.push(<span key={`${keyPrefix}${key++}`}>{matchText}</span>)
       }
     } else {
-      const split = splitReferenceSegment(matchText)
+      const split = splitWorkflowReferenceSegment(matchText)
 
       if (split && shouldHighlightReference(split.reference)) {
         pushPlainText(split.leading)
diff --git a/packages/workflow-renderer/src/index.ts b/packages/workflow-renderer/src/index.ts
index fcecb93d73e..9c33f8d6371 100644
--- a/packages/workflow-renderer/src/index.ts
+++ b/packages/workflow-renderer/src/index.ts
@@ -78,6 +78,8 @@ export {
   type WorkflowBorderPort,
 } from './workflow-block/workflow-block-border'
 export {
+  BlockTileView,
+  type BlockTileViewProps,
   ERROR_SOURCE_HANDLE_POSITION,
   getErrorBorderPort,
   getErrorSourceHandleStyle,
diff --git a/packages/workflow-renderer/src/subflow/subflow-node-view.tsx b/packages/workflow-renderer/src/subflow/subflow-node-view.tsx
index b520473d126..10048e3f095 100644
--- a/packages/workflow-renderer/src/subflow/subflow-node-view.tsx
+++ b/packages/workflow-renderer/src/subflow/subflow-node-view.tsx
@@ -606,7 +606,6 @@ export function SubflowNodeView({
         <div
           role='button'
           tabIndex={0}
-          aria-label={`Select ${blockName}`}
           onClick={onSelect}
           onKeyDown={(event) => handleKeyboardActivation(event, onSelect)}
           className='workflow-drag-handle relative z-20 flex cursor-grab items-center justify-between px-2 [&:active]:cursor-grabbing'
diff --git a/packages/workflow-renderer/src/workflow-block/workflow-block-border.tsx b/packages/workflow-renderer/src/workflow-block/workflow-block-border.tsx
index 85bca72b6fa..c654247b25d 100644
--- a/packages/workflow-renderer/src/workflow-block/workflow-block-border.tsx
+++ b/packages/workflow-renderer/src/workflow-block/workflow-block-border.tsx
@@ -1717,6 +1717,7 @@ export function WorkflowBlockBorder({
   return (
     <svg
       ref={svgRef}
+      data-workflow-block-border=''
       viewBox={`${-BORDER_PADDING_PX} ${-BORDER_PADDING_PX} ${size.width + BORDER_PADDING_PX * 2} ${size.height + BORDER_PADDING_PX * 2}`}
       preserveAspectRatio='none'
       className='pointer-events-none absolute z-0 overflow-visible'
diff --git a/packages/workflow-renderer/src/workflow-block/workflow-block-view-interaction.test.tsx b/packages/workflow-renderer/src/workflow-block/workflow-block-view-interaction.test.tsx
index 9e49f2191f6..442d04e0c02 100644
--- a/packages/workflow-renderer/src/workflow-block/workflow-block-view-interaction.test.tsx
+++ b/packages/workflow-renderer/src/workflow-block/workflow-block-view-interaction.test.tsx
@@ -25,7 +25,8 @@ function createView(
   isRunning: boolean,
   isEnabled = true,
   isLocked = false,
-  isExecutionHighlighted = false
+  isExecutionHighlighted = false,
+  cursorConnectionsEnabled = true
 ) {
   return (
     <ReactFlowProvider>
@@ -48,6 +49,7 @@ function createView(
         conditionRows={[]}
         routerRows={[]}
         wouldCreateConnectionCycle={() => false}
+        cursorConnectionsEnabled={cursorConnectionsEnabled}
         onSelect={() => {}}
         actionBar={<div data-workflow-action-bar-swell='' />}
         rows={null}
@@ -101,6 +103,50 @@ afterEach(() => {
 })
 
 describe('WorkflowBlockView action menu', () => {
+  it('keeps the preview edge swell without mounting a transient connector handle', () => {
+    const host = document.createElement('div')
+    document.body.appendChild(host)
+    const root = createRoot(host)
+    mountedRoots.add(root)
+    mountedHosts.add(host)
+
+    act(() => root.render(createView(false, true, false, false, false)))
+
+    const card = host.querySelector<HTMLElement>('.workflow-drag-handle')
+    expect(card).toBeTruthy()
+    if (!card) return
+
+    const cardRect = {
+      left: 100,
+      top: 100,
+      right: 350,
+      bottom: 196,
+      width: 250,
+      height: 96,
+      x: 100,
+      y: 100,
+      toJSON: () => ({}),
+    } as DOMRect
+    card.getBoundingClientRect = () => cardRect
+    document.elementFromPoint = () => card
+
+    const silhouette = card.querySelector<SVGPathElement>('svg > path[fill="var(--border-1)"]')
+    const restingPath = silhouette?.getAttribute('d')
+
+    act(() => {
+      card.dispatchEvent(
+        new MouseEvent('pointerenter', { bubbles: true, clientX: 350, clientY: 148 })
+      )
+      window.dispatchEvent(
+        new MouseEvent('pointermove', { bubbles: true, clientX: 350, clientY: 148 })
+      )
+    })
+    flushAnimationFrames()
+
+    expect(silhouette?.getAttribute('d')).not.toBe(restingPath)
+    expect(card.querySelector('[data-handleid^="source-cursor"]')).toBeNull()
+  })
+
   it('keeps an executing block visually unselected while its actions stay available', () => {
     const host = document.createElement('div')
     document.body.appendChild(host)
diff --git a/packages/workflow-renderer/src/workflow-block/workflow-block-view.tsx b/packages/workflow-renderer/src/workflow-block/workflow-block-view.tsx
index e49322fbdfa..28cf71318cb 100644
--- a/packages/workflow-renderer/src/workflow-block/workflow-block-view.tsx
+++ b/packages/workflow-renderer/src/workflow-block/workflow-block-view.tsx
@@ -11,7 +11,15 @@ import {
   useRef,
   useState,
 } from 'react'
-import { Badge, ChipTag, cn, handleKeyboardActivation, Switch, Tooltip } from '@sim/emcn'
+import {
+  Badge,
+  ChipTag,
+  chipIconSlotClass,
+  cn,
+  handleKeyboardActivation,
+  Switch,
+  Tooltip,
+} from '@sim/emcn'
 import { Ban, Lock } from '@sim/emcn/icons'
 import {
   WORKFLOW_SOURCE_HANDLE_ID,
@@ -183,6 +191,93 @@ export const getWorkflowTypeRole = (type: string): WorkflowTypeRole =>
 export const getWorkflowTypeAccent = (type: string) =>
   WORKFLOW_ROLE_ACCENTS[getWorkflowTypeRole(type)]
 
+/**
+ * Slot sizes the tile ships in: the 18px detail header, the canvas 16px chip,
+ * or 14px for dense rows.
+ */
+const TILE_SIZE_CLASS = {
+  lg: 'size-[18px]',
+  md: 'size-[16px]',
+  sm: 'size-[14px]',
+} as const
+
+/** Icon drawn inside each slot. Only the header tile takes the larger glyph. */
+const TILE_ICON_SIZE_CLASS = {
+  lg: 'size-[12px]',
+  md: 'size-[10px]',
+  sm: 'size-[10px]',
+} as const
+
+export interface BlockTileViewProps
+  extends Omit<HTMLAttributes<HTMLElement>, 'children' | 'style'> {
+  /**
+   * Block the tile represents; decides whether it takes the canvas role accent.
+   * Omitted by rows that name no block, such as catalog and section headers.
+   */
+  blockType?: string
+  /** Resolved icon from the caller's registry or static catalog. */
+  icon?: ComponentType<{ className?: string }>
+  /** Provider fill, used only when the block takes no accent. */
+  bgColor?: string
+  /** Drawn on the provider tile when there is no icon — usually a name initial. */
+  fallbackLabel?: string
+  useAccent: boolean
+  size?: keyof typeof TILE_SIZE_CLASS
+}
+
+/** Shared block tile; callers resolve registry metadata before rendering. */
+export function BlockTileView({
+  blockType,
+  icon,
+  bgColor,
+  fallbackLabel,
+  size = 'md',
+  useAccent,
+  className,
+  ...props
+}: BlockTileViewProps) {
+  const Icon = icon
+  const sizeClass = cn(TILE_SIZE_CLASS[size], className)
+  const iconSizeClass = TILE_ICON_SIZE_CLASS[size]
+
+  if (blockType && Icon && useAccent) {
+    return (
+      <WorkflowTypeIcon
+        type={blockType}
+        Icon={Icon}
+        className={sizeClass}
+        iconClassName={iconSizeClass}
+        {...props}
+      />
+    )
+  }
+
+  const fill = bgColor
+  const foregroundClass = isLightTileColor(fill) ? 'text-black!' : 'text-white!'
+
+  return (
+    <div
+      className={cn(chipIconSlotClass, 'overflow-hidden rounded-md [&_img]:size-full', sizeClass)}
+      style={{ background: fill }}
+      {...props}
+    >
+      {Icon ? (
+        <Icon
+          className={cn(
+            iconSizeClass,
+            'transition-transform duration-100 group-hover:scale-110',
+            foregroundClass
+          )}
+        />
+      ) : (
+        fallbackLabel && (
+          <span className={cn('font-bold text-micro', foregroundClass)}>{fallbackLabel}</span>
+        )
+      )}
+    </div>
+  )
+}
+
 export interface WorkflowTypeIconProps extends Omit<HTMLAttributes<HTMLSpanElement>, 'children'> {
   type: string
   Icon: ComponentType<{ className?: string }>
@@ -421,6 +516,8 @@ export interface WorkflowBlockViewProps {
   routerContextValue?: string
   /** Connection-cycle guard; reads fresh edge state on every call. */
   wouldCreateConnectionCycle: (source: string, target: string) => boolean
+  /** Whether edge hover mounts an interactive React Flow source handle. */
+  cursorConnectionsEnabled?: boolean
 
   /** Sunset badge — editor-only. `legacy` shows an amber "legacy" badge, `deprecated`
    * a red "deprecated" badge; clicking (gated on `canFixSunset`) invokes `onFixSunset`. */
@@ -454,7 +551,7 @@ export interface WorkflowBlockViewProps {
   onReactivateWebhook?: () => void
 
   /** Selects this block in the editor panel. */
-  onSelect: () => void
+  onSelect?: () => void
   /** Ref attached to the inner content container. */
   contentRef?: Ref<HTMLDivElement>
   /** Editor-only action bar; omit in read-only / preview contexts. */
@@ -529,6 +626,7 @@ export function WorkflowBlockView({
   routerRows,
   routerContextValue,
   wouldCreateConnectionCycle,
+  cursorConnectionsEnabled = true,
   sunsetStatus,
   sunsetTooltip,
   canFixSunset,
@@ -569,7 +667,8 @@ export function WorkflowBlockView({
     () => reactFlowStore.getState().connection.fromNode?.id ?? null,
     [reactFlowStore]
   )
-  const supportsCursorHandle = type !== 'response'
+  const supportsCursorSwell = type !== 'response'
+  const supportsCursorHandle = supportsCursorSwell && cursorConnectionsEnabled
   const cursorSourceHandleRef = useRef<HTMLDivElement>(null)
   const cursorSourceHandleKeyRef = useRef<string | null>(null)
   const [cursorSourceHandle, setCursorSourceHandle] = useState<WorkflowCursorSourceHandle | null>(
@@ -845,10 +944,10 @@ export function WorkflowBlockView({
       )}
       <div
         ref={contentRef}
-        role='button'
-        tabIndex={0}
+        role={onSelect ? 'button' : undefined}
+        tabIndex={onSelect ? 0 : undefined}
         onClick={onSelect}
-        onKeyDown={(event) => handleKeyboardActivation(event, onSelect)}
+        onKeyDown={onSelect ? (event) => handleKeyboardActivation(event, onSelect) : undefined}
         className={cn(
           'workflow-drag-handle relative z-[20] w-[250px] cursor-grab select-none rounded-2xl [&:active]:cursor-grabbing'
         )}
@@ -872,7 +971,7 @@ export function WorkflowBlockView({
           }
           isSelected={usesSelectedVisuals}
           height={blockHeight}
-          canStartConnection={supportsCursorHandle}
+          canStartConnection={supportsCursorSwell}
           canReceiveConnection={shouldShowDefaultHandles}
           onCursorHandleChange={supportsCursorHandle ? onCursorHandleChange : undefined}
           onActionMenuReadyChange={setActionMenuSwellReady}
diff --git a/scripts/README.md b/scripts/README.md
index 1c28c25ac3a..460fbb9e237 100644
--- a/scripts/README.md
+++ b/scripts/README.md
@@ -44,8 +44,10 @@ from the repo root). One pass (`generateAllBlockDocs`):
 Core block pages (`blocks/*`), the native trigger pages (`triggers/{start,schedule,webhook,rss,table}`),
 the integrations overview (`integrations/index.mdx`), and the service-account pages are
 fully hand-written. The generator skips them via `HANDWRITTEN_INTEGRATION_DOCS`,
-`HANDWRITTEN_TRIGGER_DOCS`, and `SKIP_TRIGGER_PROVIDERS`. Add a page name to those sets if
-you hand-author a page the generator would otherwise produce.
+`HANDWRITTEN_TRIGGER_DOCS`, and `SKIP_TRIGGER_PROVIDERS`. Integration guides are registered
+in the shared navigation file described below, which feeds `HANDWRITTEN_INTEGRATION_DOCS`.
+Add other hand-written pages to the appropriate set if the generator would otherwise
+produce them.
 
 ## Manual content (the one editable region)
 
@@ -75,6 +77,32 @@ matching spot in the freshly generated structure.
 - **A page's prose intro** → edit its `MANUAL-CONTENT:intro` block directly; it survives regen.
 - **The overview / service-account / core-block / native-trigger pages** → hand-edit freely.
 
+## Sidebar navigation
+
+Section labels link to their `index.mdx` overview; the adjacent arrow expands their
+children. Keep `index` out of a non-root folder's `meta.json` pages array so Fumadocs
+uses it as the folder link instead of a duplicate child. Root tabs such as CLI and
+Academy still list `index` because their root label is not a sidebar row.
+
+Register hand-written integration guides under `guides` in
+`apps/docs/content/integration-navigation.json`. The key is the existing MDX filename
+without its extension; `title` is the shorter
+sidebar label, and `integration` is the parent integration's filename. The docs loader
+groups these pages under a clickable integration row while preserving every URL.
+Omit `integration` for guides shared across providers, which appear under
+**Shared credential guides**. The generator reads the same registry to protect these
+pages from stale-doc cleanup, so adding a guide requires only one registration.
+
+Use `relatedPages` for tutorials elsewhere in the docs tree, retaining their existing
+paths. Register retired integration aliases in `redirects`; those URLs redirect to the
+canonical integration. Remove the retired MDX file so sidebar, sitemap, and LLM
+exports all use the canonical page. Primary integration
+rows are sorted by their visible names; child guides retain the registry's order.
+
+The generated integration `meta.json` remains a sorted inventory of pages. Grouping
+happens when Fumadocs builds the page tree, so it survives regeneration without moving
+content files or changing links, search results, or the docs manifest.
+
 ## Gotchas
 
 - **Never hand-edit `apps/docs/components/icons.tsx`** — step 1 overwrites it from the sim
diff --git a/scripts/generate-cli-docs.ts b/scripts/generate-cli-docs.ts
index 9d38b2998dc..24b8b923ee5 100644
--- a/scripts/generate-cli-docs.ts
+++ b/scripts/generate-cli-docs.ts
@@ -61,6 +61,7 @@ const GROUP_TITLES: Record<string, string> = {
   'audit-logs': 'Audit Logs',
   'custom-tools': 'Custom Tools',
   'mcp-servers': 'MCP Servers',
+  'workflow-mcp-servers': 'Workflow MCP Servers',
   cli: 'CLI',
 }
 
@@ -509,16 +510,16 @@ function renderIndexPage(
   globals: DocumentedCommand[]
 ): string {
   const lines = [
-    ...frontmatter('Overview', 'Global options, and every sim command group'),
+    ...frontmatter('CLI Commands', 'Global options, and every sim command group'),
     'Every `sim` command follows the same shape:',
     '',
     '```bash',
     'sim <resource> [sub-resource] <verb> [arguments] [options]',
     '```',
     '',
-    'Resource groups are plural, and each one also accepts its singular spelling —',
-    '`sim workflow get` and `sim workflows get` are the same command. `knowledge`',
-    'additionally answers to `kb`.',
+    'Some resource groups also accept a singular alias: `sim workflow get` and',
+    '`sim workflows get` are the same command. `knowledge` also answers to `kb`.',
+    'Each group’s reference lists its supported aliases.',
     '',
     '## Global options',
     '',
diff --git a/scripts/generate-docs.test.ts b/scripts/generate-docs.test.ts
index 2f6448145d6..f4fa9ed57f9 100644
--- a/scripts/generate-docs.test.ts
+++ b/scripts/generate-docs.test.ts
@@ -1,16 +1,54 @@
 import fs from 'fs'
 import path from 'path'
+import remarkGfm from 'remark-gfm'
+import remarkParse from 'remark-parse'
+import { unified } from 'unified'
 import { describe, expect, it } from 'vitest'
 import {
+  escapeMdxCell,
   extractAllBlockConfigs,
   extractBlockSuppliedParamIds,
+  extractInheritedBlockCategory,
   extractToolInfo,
   extractUserSettableParamIds,
+  generateIconMappings,
   getToolInfo,
   parseConstProperties,
   parsePropertiesContent,
 } from './generate-docs'
 
+describe('documentation editor icon metadata', () => {
+  it('keeps core icons and inherited categories out of the integration catalog', async () => {
+    const { docs, visible, coreBlockTypes } = await generateIconMappings()
+    expect(docs.wait.name).toBe('CirclePause')
+    expect(docs.schedule.name).toBe('Clock')
+    expect(docs.generic_webhook.name).toBe('Webhook')
+    expect(coreBlockTypes).toEqual(
+      expect.arrayContaining(['agent', 'file_v5', 'human_in_the_loop_v2'])
+    )
+    expect(visible.agent).toBeUndefined()
+    expect(visible.wait).toBeUndefined()
+    expect(visible.generic_webhook).toBeUndefined()
+  })
+
+  it('resolves nested inheritance, honors overrides, and stops at cycles', () => {
+    const source = `
+      export const BaseBlock: BlockConfig = { category: 'blocks' }
+      export const NextBlock: BlockConfig = {
+        ...BaseBlock,
+      }
+      export const CycleBlock: BlockConfig = {
+        ...CycleBlock,
+      }
+    `
+    expect(extractInheritedBlockCategory('{\n ...NextBlock,\n}', source)).toBe('blocks')
+    expect(extractInheritedBlockCategory("{\n ...NextBlock,\n category: 'tools'\n}", source)).toBe(
+      'tools'
+    )
+    expect(extractInheritedBlockCategory('{\n ...CycleBlock,\n}', source)).toBeNull()
+  })
+})
+
 describe('documentation tool metadata', () => {
   it('uses evaluated outputs for factory-defined tools', async () => {
     const approve = await getToolInfo('sailpoint_approve_access_request')
@@ -943,3 +981,86 @@ describe('template interpolation is lexed rather than brace-counted', () => {
     expect(ids).toEqual(['a', 'b'])
   })
 })
+
+describe('generated reference Markdown', () => {
+  it('renders example URLs without adding punctuation or escape characters to their destinations', () => {
+    const description = escapeMdxCell(
+      'Use a URL (e.g., https://example.com/file) or [https://example.com/other].'
+    )
+    const tree = unified()
+      .use(remarkParse)
+      .use(remarkGfm)
+      .parse(`| Description |\n| --- |\n| ${description} |`)
+    const table = tree.children[0]
+    if (table.type !== 'table') throw new Error('Expected a reference table')
+    const links = table.children[1].children[0].children.filter((node) => node.type === 'link')
+    expect(links.map((link) => link.url)).toEqual([
+      'https://example.com/file',
+      'https://example.com/other',
+    ])
+  })
+
+  it('retains one table cell for descriptions containing pipes and MDX expressions', () => {
+    const description = escapeMdxCell('Use {value} with <file> and a | b.')
+    const tree = unified()
+      .use(remarkParse)
+      .use(remarkGfm)
+      .parse(`| Description |\n| --- |\n| ${description} |`)
+    const table = tree.children[0]
+    if (table.type !== 'table') throw new Error('Expected a reference table')
+    expect(table.children[1].children).toHaveLength(1)
+    expect(table.children[1].children[0].children).toMatchObject([
+      { type: 'text', value: 'Use {value} with <file> and a | b.' },
+    ])
+  })
+  it('keeps Markdown link examples literal while preserving their automatic URL links', () => {
+    const input = 'Use [label](https://example.com/file) and ![image](https://example.com/image).'
+    const description = escapeMdxCell(input)
+    const tree = unified()
+      .use(remarkParse)
+      .use(remarkGfm)
+      .parse(`| Description |\n| --- |\n| ${description} |`)
+    const table = tree.children[0]
+    if (table.type !== 'table') throw new Error('Expected a reference table')
+    const children = table.children[1].children[0].children
+    expect(children).toMatchObject([
+      { type: 'text', value: 'Use [label](' },
+      {
+        type: 'link',
+        url: 'https://example.com/file',
+        children: [{ type: 'text', value: 'https://example.com/file' }],
+      },
+      { type: 'text', value: ') and ![image](' },
+      {
+        type: 'link',
+        url: 'https://example.com/image',
+        children: [{ type: 'text', value: 'https://example.com/image' }],
+      },
+      { type: 'text', value: ').' },
+    ])
+  })
+
+  it('preserves balanced parentheses in HTTP and www destinations', () => {
+    const description = escapeMdxCell('Use (https://example.com/a(b)) or www.example.com/a(b).')
+    const tree = unified()
+      .use(remarkParse)
+      .use(remarkGfm)
+      .parse(`| Description |\n| --- |\n| ${description} |`)
+    const table = tree.children[0]
+    if (table.type !== 'table') throw new Error('Expected a reference table')
+    const links = table.children[1].children[0].children.filter((node) => node.type === 'link')
+    expect(links.map((link) => link.url)).toEqual([
+      'https://example.com/a(b)',
+      'http://www.example.com/a(b)',
+    ])
+  })
+
+  it('retains existing escaping outside automatic URLs', () => {
+    expect(escapeMdxCell('Keep [field], field[0], and fn(arg).')).toBe(
+      'Keep \\[field\\], field\\[0\\], and fn\\(arg\\).'
+    )
+    expect(escapeMdxCell('Keep [field] and fn(arg) beside (https://example.com/file).')).toBe(
+      'Keep \\[field\\] and fn\\(arg\\) beside \\(https://example.com/file).'
+    )
+  })
+})
diff --git a/scripts/generate-docs.ts b/scripts/generate-docs.ts
index 45754b3c320..1874ea0c561 100755
--- a/scripts/generate-docs.ts
+++ b/scripts/generate-docs.ts
@@ -4,6 +4,10 @@ import path from 'path'
 import { fileURLToPath, pathToFileURL } from 'url'
 import { isVersionedType, stripVersionSuffix } from '@sim/utils/string'
 import { glob } from 'glob'
+import remarkGfm from 'remark-gfm'
+import remarkParse from 'remark-parse'
+import { unified } from 'unified'
+import { visit } from 'unist-util-visit'
 import type { BlockCategory } from '../apps/sim/blocks/types'
 import { IntegrationType } from '../apps/sim/blocks/types'
 import type { ToolOutputProperty } from '../apps/sim/tools/types'
@@ -74,38 +78,20 @@ function blockConfigsForFile(filePath: string): ReturnType<typeof extractAllBloc
 // actions (one block per integration: actions + an optional Trigger).
 const TRIGGER_DOCS_OUTPUT_PATH = DOCS_OUTPUT_PATH
 
+const integrationNavigation = JSON.parse(
+  fs.readFileSync(path.join(rootDir, 'apps/docs/content/integration-navigation.json'), 'utf-8')
+) as { guides: Record<string, unknown>; redirects: Record<string, string> }
+
 /**
  * Hand-written integration pages in DOCS_OUTPUT_PATH that the generator must
- * never clobber. Every hand-authored `*-service-account` credential guide has
- * to be listed here — these pages carry no `MANUAL-CONTENT` markers and no
+ * never clobber. Hand-authored credential guides are registered in the shared
+ * docs navigation file — these pages carry no `MANUAL-CONTENT` markers and no
  * backing block, so the stale-doc cleanup deletes any that go unregistered.
  */
 const HANDWRITTEN_INTEGRATION_DOCS = new Set([
   'index',
   'a2a',
-  'airtable-service-account',
-  'asana-service-account',
-  'atlassian-service-account',
-  'attio-service-account',
-  'box-service-account',
-  'calcom-service-account',
-  'clickup-service-account',
-  'google-service-account',
-  'hubspot-service-account',
-  'hubspot-setup',
-  'linear-service-account',
-  'monday-service-account',
-  'netsuite-service-account',
-  'notion-service-account',
-  'pipedrive-service-account',
-  'salesforce-service-account',
-  'shopify-service-account',
-  'snowflake-service-account',
-  'trello-service-account',
-  'wealthbox-service-account',
-  'webflow-service-account',
-  'zoho-desk-service-account',
-  'zoom-service-account',
+  ...Object.keys(integrationNavigation.guides),
 ])
 
 /**
@@ -565,15 +551,17 @@ async function addTriggerProviderIcons(
  * Docs need hidden historical version keys so old BlockInfoCard references and
  * versioned docs links still render icons, while landing only needs visible blocks.
  */
-async function generateIconMappings(): Promise<{
+export async function generateIconMappings(): Promise<{
   docs: Record<string, IconRef>
   visible: Record<string, IconRef>
+  coreBlockTypes: string[]
 }> {
   try {
     console.log('Generating icon mapping from block definitions...')
 
     const docs: Record<string, IconRef> = {}
     const visible: Record<string, IconRef> = {}
+    const coreBlockTypes = new Set<string>()
     const blockFiles = (await sourceGlob(`${BLOCKS_PATH}/*.ts`)).sort()
 
     for (const blockFile of blockFiles) {
@@ -615,6 +603,18 @@ async function generateIconMappings(): Promise<{
             continue
           }
 
+          const category = extractStringPropertyFromContent(blockContent, 'category') || 'misc'
+          const iconRef = {
+            name: iconName,
+            source: resolveIconSource(fileContent, iconName),
+          }
+          /** Core reference previews share the registry's glyphs without entering the integration catalog. */
+          const inheritedCategory = extractInheritedBlockCategory(blockContent, fileContent)
+          if (inheritedCategory === 'blocks' || inheritedCategory === 'triggers') {
+            docs[blockType] = iconRef
+            coreBlockTypes.add(blockType)
+          }
+
           if (
             blockType.includes('_trigger') ||
             blockType.includes('_webhook') ||
@@ -623,8 +623,6 @@ async function generateIconMappings(): Promise<{
             continue
           }
 
-          const category = extractStringPropertyFromContent(blockContent, 'category') || 'misc'
-
           // Exclude first-party `blocks`-category primitives (except the native
           // resource blocks that still get a generated docs page) and
           // core/plumbing types. Keying the exception off
@@ -647,10 +645,6 @@ async function generateIconMappings(): Promise<{
            * hidden versioned block. Without this it renders as a text tile.
            */
           const isSunsetBlockType = /sunset\s*:\s*\{/.test(stripSourceComments(blockContent))
-          const iconRef = {
-            name: iconName,
-            source: resolveIconSource(fileContent, iconName),
-          }
           if (!hideFromToolbar) {
             docs[blockType] = iconRef
             visible[blockType] = iconRef
@@ -667,10 +661,10 @@ async function generateIconMappings(): Promise<{
       `✓ Generated icon mappings for ${Object.keys(docs).length} docs blocks and ` +
         `${Object.keys(visible).length} visible blocks`
     )
-    return { docs, visible }
+    return { docs, visible, coreBlockTypes: [...coreBlockTypes].sort() }
   } catch (error) {
     console.error('Error generating icon mapping:', error)
-    return { docs: {}, visible: {} }
+    return { docs: {}, visible: {}, coreBlockTypes: [] }
   }
 }
 
@@ -693,7 +687,7 @@ function biomeSortCompare(a: string, b: string): number {
   return a.length - b.length
 }
 
-function writeIconMapping(iconMapping: Record<string, IconRef>): void {
+function writeIconMapping(iconMapping: Record<string, IconRef>, coreBlockTypes: string[]): void {
   try {
     const iconMappingPath = path.join(rootDir, 'apps/docs/components/ui/icon-mapping.ts')
 
@@ -708,6 +702,7 @@ function writeIconMapping(iconMapping: Record<string, IconRef>): void {
     }
 
     const imports = renderIconImports(Object.values(withAliases))
+    const coreTypeEntries = coreBlockTypes.map((type) => `  '${type}',`).join('\n')
 
     // Generate mapping with direct references (no dynamic access for tree shaking)
     const mappingEntries = Object.entries(withAliases)
@@ -727,6 +722,10 @@ type IconComponent = ComponentType<SVGProps<SVGSVGElement>>
 export const blockTypeToIconMap: Record<string, IconComponent> = {
 ${mappingEntries}
 }
+
+export const coreBlockTypes = new Set([
+${coreTypeEntries}
+])
 `
 
     emitGeneratedFile(iconMappingPath, content)
@@ -2098,6 +2097,30 @@ function extractSpreadBase(blockContent: string): string | null {
   return spreadMatch ? spreadMatch[1] : null
 }
 
+/** Resolves a block's category through local spread ancestry without loading its registry. */
+export function extractInheritedBlockCategory(
+  blockContent: string,
+  fileContent: string
+): string | null {
+  const visited = new Set<string>()
+  let current = blockContent
+  while (true) {
+    const category = extractStringPropertyFromContent(current, 'category', true)
+    if (category) return category
+    const base = extractSpreadBase(current)
+    if (!base || visited.has(base)) return null
+    visited.add(base)
+    const declaration = new RegExp(
+      `export\\s+const\\s+${base}\\s*:\\s*BlockConfig[^=]*=\\s*\\{`
+    ).exec(fileContent)
+    if (!declaration) return null
+    const start = declaration.index + declaration[0].length - 1
+    const end = findMatchingClose(fileContent, start)
+    if (end === -1) return null
+    current = fileContent.substring(start, end)
+  }
+}
+
 /**
  * Extract block config from a specific block's content
  * If the block uses spread inheritance (e.g., ...GitHubBlock), attempts to resolve
@@ -4449,9 +4472,6 @@ function formatTriggerProviderName(provider: string): string {
   return provider.replace(/[-_]/g, ' ').replace(/\b\w/g, (c) => c.toUpperCase())
 }
 
-/**
- * Escape text for use inside an MDX table cell.
- */
 /**
  * Escapes MDX-hostile characters in text emitted as a paragraph rather than a table cell.
  *
@@ -4469,8 +4489,11 @@ function escapeMdxProse(text: string): string {
     .replace(/>/g, '&gt;')
 }
 
-function escapeMdxCell(text: string): string {
-  return text
+const markdownCellParser = unified().use(remarkParse).use(remarkGfm)
+
+/** Escape literal reference text without inserting backslashes into GFM autolinks. */
+export function escapeMdxCell(text: string): string {
+  const escaped = text
     .replace(/\|/g, '\\|')
     .replace(/\{/g, '\\{')
     .replace(/\}/g, '\\}')
@@ -4480,6 +4503,23 @@ function escapeMdxCell(text: string): string {
     .replace(/\]/g, '\\]')
     .replace(/</g, '&lt;')
     .replace(/>/g, '&gt;')
+
+  if (!/(?:https?:\/\/|www\.)/i.test(escaped) || !/\\[()[\]]/.test(escaped)) {
+    return escaped
+  }
+
+  const autolinkRanges: Array<{ start: number; end: number }> = []
+  visit(markdownCellParser.parse(escaped), 'link', ({ position }) => {
+    const start = position?.start.offset
+    const end = position?.end.offset
+    if (start !== undefined && end !== undefined) autolinkRanges.push({ start, end })
+  })
+
+  return escaped.replace(/\\[()[\]]/g, (escapedCharacter: string, offset: number) =>
+    autolinkRanges.some(({ start, end }) => offset >= start && offset < end)
+      ? escapedCharacter.slice(1)
+      : escapedCharacter
+  )
 }
 
 /**
@@ -5014,8 +5054,12 @@ async function generateAllBlockDocs() {
 
     copyIconsFile()
 
-    const { docs: docsIconMapping, visible: visibleIconMapping } = await generateIconMappings()
-    writeIconMapping(docsIconMapping)
+    const {
+      docs: docsIconMapping,
+      visible: visibleIconMapping,
+      coreBlockTypes,
+    } = await generateIconMappings()
+    writeIconMapping(docsIconMapping, coreBlockTypes)
 
     await writeIntegrationsJson(visibleIconMapping)
     writeIntegrationsIconMapping(visibleIconMapping)
@@ -5050,10 +5094,10 @@ function updateMetaJson() {
     .filter((file: string) => file.endsWith('.mdx'))
     .map((file: string) => path.basename(file, '.mdx'))
 
-  const items = [
-    ...(blockFiles.includes('index') ? ['index'] : []),
-    ...blockFiles.filter((file: string) => file !== 'index').sort(),
-  ]
+  /** Fumadocs uses an unlisted index as the folder link; listing it creates a duplicate child. */
+  const items = blockFiles
+    .filter((file: string) => file !== 'index' && !(file in integrationNavigation.redirects))
+    .sort()
 
   const metaJson = {
     pages: items,