Multi-Framework Support

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

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.

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	ClaudeAgent	uv pip install "agno[os]" claude-agent-sdk
LangGraph	LangGraphAgent	uv pip install "agno[os]" langgraph langchain-openai
DSPy	DSPyAgent	uv pip install "agno[os]" dspy
Antigravity	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

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

Run Claude Code as an AgentOS agent.

LangGraph

Wrap a compiled LangGraph graph.

DSPy

Serve a DSPy program (Predict, ChainOfThought, ReAct).

Antigravity

Run Google’s Managed Agents (Gemini API) in a sandbox.

Developer Resources

• Cookbook examples