> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Multi-Framework Support

> Serve agents built with the Claude Agent SDK, LangGraph, DSPy and Antigravity from one AgentOS.

v2.6.0 (Introduced in v2.6.0)

AgentOS runs agents built with **Agno**, **Claude Agent SDK**, **LangGraph**, **DSPy** and **Antigravity** through one runtime, one API and one UI.
Each adapter wraps an external agent so it satisfies Agno's `AgentProtocol` and behaves like a native Agent for routing, streaming and session persistence.

<video autoPlay muted loop playsInline>
  <source src="https://mintcdn.com/agno-v2/zKa7zZgISWdTa4bI/videos/multi-framework.mp4?fit=max&auto=format&n=zKa7zZgISWdTa4bI&q=85&s=fcf8c18e2b7d3d6918fe00df3abbaefb" type="video/mp4" />
</video>

```python theme={null}
from agno.agent import Agent
from agno.agents.claude import ClaudeAgent
from agno.db.sqlite import SqliteDb
from agno.os import AgentOS
from agno.tools.workspace import Workspace

claude_agent = ClaudeAgent(
    name="Claude Code Agent",
    model="claude-sonnet-4-6",
    allowed_tools=["Read", "Edit", "Bash"],
    permission_mode="acceptEdits",
    max_turns=10,
)

agno_agent = Agent(
    name="Agno Agent",
    model="openai:gpt-5.4",
    tools=[Workspace(root=".", allowed=["read", "list", "search"])],
)

agent_os = AgentOS(
    agents=[agno_agent, claude_agent],
    tracing=True,
    db=SqliteDb(db_file="tmp/agentos.db"),
)
app = agent_os.get_app()

if __name__ == "__main__":
    agent_os.serve(app="multi_framework:app", reload=True)
```

## Supported Frameworks

| Framework | Adapter | Install |
| - | - | - |
| [Claude Agent SDK](https://agno-v2.mintlify.site/agent-os/multi-framework/claude-agent-sdk.md) | `ClaudeAgent` | `uv pip install "agno[os]" claude-agent-sdk` |
| [LangGraph](https://agno-v2.mintlify.site/agent-os/multi-framework/langgraph.md) | `LangGraphAgent` | `uv pip install "agno[os]" langgraph langchain-openai` |
| [DSPy](https://agno-v2.mintlify.site/agent-os/multi-framework/dspy.md) | `DSPyAgent` | `uv pip install "agno[os]" dspy` |
| [Antigravity](https://agno-v2.mintlify.site/agent-os/multi-framework/antigravity.md) | `AntigravityAgent` | `uv pip install "agno[os]"` (set `GEMINI_API_KEY`) |

Once registered, an external agent is routed, streamed over SSE and persisted just like a native Agno agent.
The same adapter also works standalone via `.run()` and `.print_response()`.
See the per-framework pages for more examples.

## What Works and What Doesn't

> [!NOTE]
>
> The adapters cover the basics every AgentOS deployment needs (registration, streaming, sessions, tool visibility).
> Agno-specific capabilities like delegation, knowledge, dependencies, and hooks live on the native `Agent` and `Team` and are not available through external frameworks.

| Capability | Supported | Notes |
| - | :-: | - |
| `AgentOS(agents=[...])` registration | ✅ | Adapters satisfy `AgentProtocol` |
| `/agents` and `/agents/{id}/runs` endpoints | ✅ | Same routes as native agents |
| SSE streaming | ✅ | Token and tool call events emitted by adapters |
| Session persistence | ✅ | When `db` is set on `AgentOS` |
| Standalone `.run()` / `.print_response()` | ✅ | Sync and async |
| Tool call visibility in the UI | ✅ | Wrapped as Agno tool events |
| Use as a `Team` member | - | Agno `Team` orchestration is built around the native `Agent` |
| Memory, knowledge, dependencies, hooks, guardrails | - | These are Agno-SDK concepts wired into the native `Agent` |
| Structured input and output | - | Use the framework's own typing (DSPy signatures, LangGraph state) |
| Skills, reasoning, learning | - | Native `Agent` only |

## Next Steps

> **[Claude Agent SDK](https://agno-v2.mintlify.site/agent-os/multi-framework/claude-agent-sdk.md)**
>
> Run Claude Code as an AgentOS agent.

> **[LangGraph](https://agno-v2.mintlify.site/agent-os/multi-framework/langgraph.md)**
>
> Wrap a compiled LangGraph graph.

> **[DSPy](https://agno-v2.mintlify.site/agent-os/multi-framework/dspy.md)**
>
> Serve a DSPy program (Predict, ChainOfThought, ReAct).

> **[Antigravity](https://agno-v2.mintlify.site/agent-os/multi-framework/antigravity.md)**
>
> Run Google's Managed Agents (Gemini API) in a sandbox.

## Developer Resources

* [Cookbook examples](https://github.com/agno-agi/agno/tree/main/cookbook/frameworks)


This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.