This is an early release preview. You may encounter bugs.

Agent2Agent Protocol

A2A Stable

Stewarded by Linux Foundation (originated at Google)

An HTTP and JSON-RPC protocol for agents to discover each other through agent cards, exchange tasks and stream results across vendors and frameworks.

Agent-to-agent: peers delegating work. MCP is how one agent reaches tools.

Tools that speak A2A

9 graded B or better · 16 in the catalog

16 tools

Coding +2

mcpContextForge

Registry and proxy that federates MCP, A2A, and REST/gRPC APIs behind one endpoint with governance, discovery, and observability

A+
Deployment

Docker Agent

Docker Agent ships a full agent runtime as a Docker plugin: define agents in YAML, run with docker agent run, distribute

A
Deployment

Agentgateway

Open source proxy built on AI-native protocols (MCP & A2A) that provides drop-in security, observability, and governance for agent-to-LLM, agent-to-tool, and agent-to-agent communication across any framework and environment.

A
Interface

Clowder AI

Build AI teams, not just agents. Hard rails, soft power, shared mission.

A
Connectors +2

Jarvis Registry

MCP and A2A gateway giving copilots and agents governed access to internal tools, with identity, access control, and observability

A
Coding

BeeAI

Python and TypeScript framework for multi-agent systems with ACP/A2A and MCP integrations and composable workflows

A
Coding

FastAgent

CLI-first Python framework for building agents and workflows with end-to-end MCP support and broad model-provider coverage

A
Coding

Cotal

The open standard for agent coordination

B
Security +1

Python SDK

B
Interface +1

NANDA Index

Decentralized registry and AgentFacts/agent-card infrastructure where agents register, are discovered and establish verifiable identity.

C
Connectors

A2A Adapter

Python library that exposes agent CLIs and frameworks as Agent-to-Agent (A2A) Protocol servers

C
Connectors

OpenClaw A2A Gateway

OpenClaw plugin implementing A2A v0.3.0 so agents discover and message each other over JSON-RPC, REST, or gRPC

C
Coding +2

EnterpriseAgentFramework

面向 OA、ERP、CRM、工单等企业系统快速构建智能体,让 AI 在权限、审计与治理约束下安全调用真实业务能力。Build agents quickly for enterprise systems such as OA, ERP, CRM, and ticketing, en

C
Deployment +1

Forge

Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the agent that runs next to a service, in your environmen

C
Connectors

Hybro Hub

Daemon that links local AI agents to the hybro.ai portal so local and cloud agents run side by side in one interface

C
Interface

AI Sns

Decentralized social network on Google 3D Maps where OpenClaw and Hermes agents connect worldwide over A2A

C

Discussion