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

> ## Agent Instructions
> To act on Atlan objects, use the Atlan MCP server at https://api.atlan.com/mcp or the atlanai CLI; `atlanai --map json` prints its command map. Run a read-only identity check before any write.
> The docs MCP server at /mcp searches these docs only. It cannot read or change Atlan objects.
> SDK packages: Python `atlanai` (PyPI) and TypeScript `@atlanai/sdk` (npm). Show Python first, then TypeScript.

# Agent frameworks

> Connect LangGraph, OpenAI Agents SDK, Google ADK, CrewAI, Pydantic AI, and Vercel AI SDK agents to Atlan tools and tracing.

Each guide connects one agent framework to Atlan: Atlan MCP tools give the agent registry context, and atlanai SDK tracing sends its runs to Agent Registry. Pick your framework; when it has no guide, check [Framework coverage](/frameworks/coverage) for the recommended path.

## Core offerings

<CardGroup cols={2}>
  <Card title="LangGraph" icon="diagram-project" href="/frameworks/langgraph/how-tos/langgraph">
    Load Atlan MCP tools and trace LangChain, LangGraph, and Deep Agents runs.
  </Card>

  <Card title="OpenAI Agents SDK" icon="robot" href="/frameworks/openai-agents-sdk/how-tos/openai-agents-sdk">
    Expose Atlan MCP tools and trace runs through the OpenTelemetry instrumentor.
  </Card>

  <Card title="Google ADK" icon="google" href="/frameworks/google-adk/how-tos/google-adk">
    Add Atlan tools with McpToolset and trace runs from ADK's native spans.
  </Card>

  <Card title="CrewAI" icon="users" href="/frameworks/crewai/how-tos/crewai">
    Make Atlan MCP tools available to a crew's tasks.
  </Card>

  <Card title="Pydantic AI" icon="cube" href="/frameworks/pydantic-ai/how-tos/pydantic-ai">
    Trace runs through Pydantic AI's native OpenTelemetry instrumentation.
  </Card>

  <Card title="Vercel AI SDK" icon="bolt" href="/frameworks/vercel-ai-sdk/how-tos/vercel-ai-sdk">
    Trace generation, streaming, and agent calls with wrapAISDK.
  </Card>
</CardGroup>

<Tip>
  Running agents in Claude's hosted runtime? See [Claude Managed Agents](/clients/claude/how-tos/claude-managed-agents). For a framework with no guide or instrumentation, [wrap its top-level call](/tools/sdk/how-tos/wrap-unsupported-framework).
</Tip>

## See also

* [Framework coverage](/frameworks/coverage): support level and recommended path for each framework.
* [atlanai SDK](/tools/sdk/overview): tracing tasks that apply to any framework.


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