Explore Agents.

Community Python server framework for hosting A2A agents with MCP-aware integrations and server examples.

Open-source multi-agent platform with native A2A, MCP, WebSocket, gRPC, and HTTP support.

Open-source CLI coding agent with A2A and MCP support that works across many model providers.

Official AG2 sample exposing a Python review agent over A2A with MCP-backed tool execution.

Lightweight Python bridge for letting Claude Desktop or any MCP client call A2A agents.

Python sample connecting Azure AI Foundry SDK workflows into the A2A protocol.

Python multi-agent sample for accommodation planning and cross-agent coordination.

Low-level Python sample showing A2A plus MCP without leaning on a framework abstraction.

Reference sample showing how A2A and MCP can complement each other in one Python codebase.