> ## Documentation Index
> Fetch the complete documentation index at: https://docs.getcollate.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Collate AI

> Collate AI Chat, AI Studio, agents, analytics, automations, and integrations in Collate 2.0.

<div className="collate-ai-container">
  # Collate AI

  Collate AI brings generative AI to metadata management — from natural language data exploration to automated governance and analytics.

  ## AI Assistant

  <Columns cols={2} className="product-cards">
    <Card icon="https://mintcdn.com/collatedocs/FeqjA3b-bWQ6FbVP/public/images/icons/ai-chat.png?fit=max&auto=format&n=FeqjA3b-bWQ6FbVP&q=85&s=0b74f13a111ad246e82a09180b8bb049" title="Collate AI Chat" href="/ai-2-0/collate-ai/collate-ai-chat" horizontal width="48" height="48" data-path="public/images/icons/ai-chat.png">
      Ask questions about your data in plain language and get back charts, insights, and answers — no SQL required.
    </Card>

    <Card icon="https://mintcdn.com/collatedocs/Q1OIJhF378waLn75/public/images/icons/knowledge.svg?fit=max&auto=format&n=Q1OIJhF378waLn75&q=85&s=7ef104686294a7d8c68a209e5d67f68b" title="Context Engineering" href="/ai-2-0/collate-ai/context-engineering" horizontal width="36" height="36" data-path="public/images/icons/knowledge.svg">
      How Collate AI finds and uses context to answer questions, and how to improve answers by curating your catalog.
    </Card>

    <Card icon="https://mintcdn.com/collatedocs/FeqjA3b-bWQ6FbVP/public/images/icons/ai-analytics.png?fit=max&auto=format&n=FeqjA3b-bWQ6FbVP&q=85&s=8b6fae891c8052155ac6cd0b49f85338" title="AI Analytics" href="/ai-2-0/collate-ai/ai-analytics" horizontal width="48" height="48" data-path="public/images/icons/ai-analytics.png">
      AI-powered dashboards, charts, KPIs, and Knowledge Graph for data intelligence.
    </Card>

    <Card icon="https://mintcdn.com/collatedocs/upR0ShcKvEojE0Rd/public/images/ai-2.0/ai-icons/mcp-server.png?fit=max&auto=format&n=upR0ShcKvEojE0Rd&q=85&s=52e9f84ace82051e9261d3ee824feba1" title="MCP Server" href="/ai-2-0/how-to-guides/mcp" horizontal width="96" height="96" data-path="public/images/ai-2.0/ai-icons/mcp-server.png">
      Connect Collate AI with Claude, Cursor, VS Code, Goose, and other MCP clients.
    </Card>

    <Card icon="https://mintcdn.com/collatedocs/FeqjA3b-bWQ6FbVP/public/images/icons/context-center.png?fit=max&auto=format&n=FeqjA3b-bWQ6FbVP&q=85&s=e08ed1523f1e4d94745aecb80c9799db" title="Context Center" href="/ai-2-0/collate-ai/context-center" horizontal width="48" height="48" data-path="public/images/icons/context-center.png">
      A shared home for Articles, Documents, and Memories that Collate AI Chat references when answering questions.
    </Card>
  </Columns>

  ## AI Automation

  <Columns cols={2} className="product-cards">
    <Card icon="https://mintcdn.com/collatedocs/FeqjA3b-bWQ6FbVP/public/images/icons/ai-studio.png?fit=max&auto=format&n=FeqjA3b-bWQ6FbVP&q=85&s=8479d166484482d4d153c40da15607e7" title="AI Studio" href="/ai-2-0/collate-ai/ai-studio" horizontal width="48" height="48" data-path="public/images/icons/ai-studio.png">
      Create and manage AI agents and personas to automate metadata workflows.
    </Card>

    <Card icon="https://mintcdn.com/collatedocs/upR0ShcKvEojE0Rd/public/images/ai-2.0/ai-icons/automations.png?fit=max&auto=format&n=upR0ShcKvEojE0Rd&q=85&s=89f44edcdc88e79483d1cf4f3f089854" title="AI Automations" href="/ai-2-0/collate-ai/ai-automations" horizontal width="48" height="48" data-path="public/images/ai-2.0/ai-icons/automations.png">
      Build and schedule AI agents that document, test, classify, and report on your data assets.
    </Card>

    <Card icon="https://mintcdn.com/collatedocs/upR0ShcKvEojE0Rd/public/images/ai-2.0/ai-icons/autopilot.png?fit=max&auto=format&n=upR0ShcKvEojE0Rd&q=85&s=5f5e7f12d6fa38590280e6c862ffade2" title="Autopilot" href="/ai-2-0/collate-ai/autopilot" horizontal width="48" height="48" data-path="public/images/ai-2.0/ai-icons/autopilot.png">
      See how Collate AI enriches metadata automatically after Autopilot onboards a new data service.
    </Card>

    <Card icon="https://mintcdn.com/collatedocs/HoL0Mtvr6sdpYjdM/public/images/homepage-icons/ai-sdk.svg?fit=max&auto=format&n=HoL0Mtvr6sdpYjdM&q=85&s=a0339b40fc0573915d283a41f45e920a" title="AI SDK" href="/ai-2-0/developer-guide/sdk/ai-sdk" horizontal width="48" height="48" data-path="public/images/homepage-icons/ai-sdk.svg">
      Programmatic access to Collate and AI Studio agents through MCP tools across Python, TypeScript, Java, and CLI.
    </Card>

    <Card icon="https://mintcdn.com/collatedocs/upR0ShcKvEojE0Rd/public/images/ai-2.0/ai-icons/context-plugins.png?fit=max&auto=format&n=upR0ShcKvEojE0Rd&q=85&s=fe0df74fa423c03f7aaf0bc712681219" title="Context Plugins" href="/ai-2-0/collate-ai/ai-studio/plugins" horizontal width="48" height="48" data-path="public/images/ai-2.0/ai-icons/context-plugins.png">
      Connect external tools like Confluence, Notion, and GitHub as context sources for Collate AI Chat.
    </Card>
  </Columns>
</div>