# Protocol support matrix: MCP, A2A, AG-UI

Each cell is yes, partial, no or unknown, with an evidence link and the date it was checked. Unknown means no statement was found in official documentation; it does not mean unsupported.

| Tool | MCP | A2A | AG-UI |
| --- | --- | --- | --- |
| [OpenClaw](https://multiagentguide.top/tools/openclaw.md) | Yes (checked 2026-09-30) [evidence](https://docs.openclaw.ai/tools/mcp) | Yes (checked 2026-09-30) [evidence](https://docs.openclaw.ai/channels/a2a) | Unknown (checked 2026-09-30) |
| [Superpowers](https://multiagentguide.top/tools/superpowers.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [ECC](https://multiagentguide.top/tools/ecc.md) | Yes (checked 2026-09-30) [evidence](https://github.com/affaan-m/ECC/blob/main/README.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Hermes Agent](https://multiagentguide.top/tools/hermes-agent.md) | Yes (checked 2026-09-30) [evidence](https://hermes-agent.nousresearch.com/docs/user-guide/features/mcp) | Yes (checked 2026-09-30) [evidence](https://hermes-agent.nousresearch.com/docs/user-guide/messaging/a2a) | Unknown (checked 2026-09-30) |
| [DeepSeek Harness](https://multiagentguide.top/tools/deepseek-harness.md) | Yes (checked 2026-09-30) [evidence](https://github.com/deepseek-ai/deepseek-harness/blob/master/packages/mcp/README.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [OpenCode](https://multiagentguide.top/tools/opencode.md) | Yes (checked 2026-09-30) [evidence](https://opencode.ai/docs/mcp-servers) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [n8n](https://multiagentguide.top/tools/n8n.md) | Yes (checked 2026-09-30) [evidence](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.mcptrigger) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [AutoGPT](https://multiagentguide.top/tools/autogpt.md) | Yes (checked 2026-09-30) [evidence](https://agpt.co/docs/integrations/block-integrations/block) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Dify](https://multiagentguide.top/tools/dify.md) | Yes (checked 2026-09-30) [evidence](https://docs.dify.ai/en/self-host/use-dify/publish/publish-mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [agency-agents](https://multiagentguide.top/tools/agency-agents.md) | Partial (checked 2026-09-30) [evidence](https://github.com/msitarzewski/agency-agents/blob/main/integrations/mcp-memory/README.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Langflow](https://multiagentguide.top/tools/langflow.md) | Yes (checked 2026-09-30) [evidence](https://docs.langflow.org/mcp-server) | Yes (checked 2026-09-30) [evidence](https://docs.langflow.org/a2a-server) | Yes (checked 2026-09-30) [evidence](https://docs.langflow.org/workflow-api) |
| [Claude Code](https://multiagentguide.top/tools/claude-code.md) | Yes (checked 2026-09-30) [evidence](https://code.claude.com/docs/en/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [LangChain](https://multiagentguide.top/tools/langchain.md) | Yes (checked 2026-09-30) [evidence](https://docs.langchain.com/oss/python/langchain/mcp/index) | Yes (checked 2026-09-30) [evidence](https://docs.langchain.com/langsmith/server-a2a) | Partial (checked 2026-09-30) [evidence](https://docs.langchain.com/oss/python/langchain/frontend/integrations/copilotkit) |
| [gstack](https://multiagentguide.top/tools/gstack.md) | Partial (checked 2026-09-30) [evidence](https://github.com/garrytan/gstack/blob/main/README.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Codex CLI](https://multiagentguide.top/tools/codex.md) | Yes (checked 2026-09-30) [evidence](https://learn.chatgpt.com/docs/extend/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Pi](https://multiagentguide.top/tools/pi.md) | Yes (checked 2026-09-30) [evidence](https://github.com/earendil-works/pi/blob/main/packages/coding-agent/docs/mcp.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [TradingAgents](https://multiagentguide.top/tools/tradingagents.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Gemini CLI](https://multiagentguide.top/tools/gemini-cli.md) | Yes (checked 2026-09-30) [evidence](https://geminicli.com/docs/tools/mcp-server) | Yes (checked 2026-09-30) [evidence](https://geminicli.com/docs/core/remote-agents) | Unknown (checked 2026-09-30) |
| [Paperclip](https://multiagentguide.top/tools/paperclip.md) | Partial (checked 2026-09-30) [evidence](https://docs.paperclip.ing/reference/api/tool-gateway/) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Zed](https://multiagentguide.top/tools/zed.md) | Yes (checked 2026-09-30) [evidence](https://zed.dev/docs/ai/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [OpenHands](https://multiagentguide.top/tools/openhands.md) | Yes (checked 2026-09-30) [evidence](https://docs.openhands.dev/openhands/usage/settings/mcp-settings) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [DeerFlow](https://multiagentguide.top/tools/deer-flow.md) | Yes (checked 2026-09-30) [evidence](https://github.com/bytedance/deer-flow/blob/main/backend/docs/MCP_SERVER.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [LobeHub](https://multiagentguide.top/tools/lobehub.md) | Yes (checked 2026-09-30) [evidence](https://github.com/lobehub/lobehub/blob/HEAD/docs/usage/agent/connectors.mdx) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Orca](https://multiagentguide.top/tools/orca.md) | Partial (checked 2026-09-30) [evidence](https://www.onorca.dev/docs/cli/skills) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Ruflo](https://multiagentguide.top/tools/ruflo.md) | Yes (checked 2026-09-30) [evidence](https://github.com/ruvnet/ruflo/blob/main/README.md) | Partial (checked 2026-09-30) [evidence](https://github.com/ruvnet/ruflo/blob/main/v3/@claude-flow/plugin-agent-federation/src/a2a/agent-card.ts) | Unknown (checked 2026-09-30) |
| [MetaGPT](https://multiagentguide.top/tools/metagpt.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Oh My OpenAgent (OmO)](https://multiagentguide.top/tools/oh-my-openagent.md) | Yes (checked 2026-09-30) [evidence](https://github.com/code-yeongyu/oh-my-openagent/blob/dev/docs/reference/features.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Cline](https://multiagentguide.top/tools/cline.md) | Yes (checked 2026-09-30) [evidence](https://docs.cline.bot/mcp/mcp-overview) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [AnythingLLM](https://multiagentguide.top/tools/anything-llm.md) | Yes (checked 2026-09-30) [evidence](https://docs.anythingllm.com/mcp-compatibility/overview) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Warp](https://multiagentguide.top/tools/warp.md) | Yes (checked 2026-09-30) [evidence](https://docs.warp.dev/agents/capabilities/mcp/) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [AutoGen](https://multiagentguide.top/tools/autogen.md) | Yes (checked 2026-09-30) [evidence](https://github.com/microsoft/autogen/blob/main/README.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [CrewAI](https://multiagentguide.top/tools/crewai.md) | Yes (checked 2026-09-30) [evidence](https://docs.crewai.com/en/mcp/overview) | Yes (checked 2026-09-30) [evidence](https://docs.crewai.com/en/learn/a2a-agent-delegation) | Partial (checked 2026-09-30) [evidence](https://docs.crewai.com/en/guides/frontend/overview) |
| [OpenManus](https://multiagentguide.top/tools/openmanus.md) | Yes (checked 2026-09-30) [evidence](https://github.com/FoundationAgents/OpenManus/blob/main/README.md) | Partial (checked 2026-09-30) [evidence](https://github.com/FoundationAgents/OpenManus/blob/main/protocol/a2a/app/README.md) | Unknown (checked 2026-09-30) |
| [BMad Method](https://multiagentguide.top/tools/bmad-method.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [LlamaIndex](https://multiagentguide.top/tools/llamaindex.md) | Yes (checked 2026-09-30) [evidence](https://developers.llamaindex.ai/python/framework/module_guides/mcp/llamaindex_mcp/) | Unknown (checked 2026-09-30) | Yes (checked 2026-09-30) [evidence](https://github.com/run-llama/llama_index/blob/main/llama-index-integrations/protocols/llama-index-protocols-ag-ui/README.md) |
| [Multica](https://multiagentguide.top/tools/multica.md) | Partial (checked 2026-09-30) [evidence](https://multica.ai/docs/providers) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Aider](https://multiagentguide.top/tools/aider.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [nanobot](https://multiagentguide.top/tools/nanobot.md) | Yes (checked 2026-09-30) [evidence](https://github.com/HKUDS/nanobot/blob/main/docs/guides/configure-mcp-tools.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [LangGraph](https://multiagentguide.top/tools/langgraph.md) | Yes (checked 2026-09-30) [evidence](https://docs.langchain.com/langsmith/server-mcp) | Yes (checked 2026-09-30) [evidence](https://docs.langchain.com/langsmith/server-a2a) | Partial (checked 2026-09-30) [evidence](https://docs.langchain.com/oss/python/langchain/frontend/integrations/copilotkit) |
| [Agno](https://multiagentguide.top/tools/agno.md) | Yes (checked 2026-09-30) [evidence](https://docs.agno.com/features/mcp-server) | Yes (checked 2026-09-30) [evidence](https://docs.agno.com/agent-os/interfaces/a2a/introduction) | Yes (checked 2026-09-30) [evidence](https://docs.agno.com/agent-os/interfaces/ag-ui/introduction) |
| [Herdr](https://multiagentguide.top/tools/herdr.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [wshobson/agents](https://multiagentguide.top/tools/wshobson-agents.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [CopilotKit](https://multiagentguide.top/tools/copilotkit.md) | Yes (checked 2026-09-30) [evidence](https://docs.copilotkit.ai/agentic-protocols/mcp) | Partial (checked 2026-09-30) [evidence](https://docs.copilotkit.ai/agentic-protocols/a2a) | Yes (checked 2026-09-30) [evidence](https://docs.copilotkit.ai/agentic-protocols/ag-ui) |
| [Buzz](https://multiagentguide.top/tools/buzz.md) | Yes (checked 2026-09-30) [evidence](https://github.com/block/buzz/blob/HEAD/README.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [ChatDev](https://multiagentguide.top/tools/chatdev.md) | Yes (checked 2026-09-30) [evidence](https://github.com/OpenBMB/ChatDev/blob/main/docs/user_guide/en/modules/tooling/mcp.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Oh My Pi (omp)](https://multiagentguide.top/tools/oh-my-pi.md) | Yes (checked 2026-09-30) [evidence](https://github.com/can1357/oh-my-pi/blob/main/docs/mcp-config.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [oh-my-codex (OMX)](https://multiagentguide.top/tools/oh-my-codex.md) | Yes (checked 2026-09-30) [evidence](https://github.com/Yeachan-Heo/oh-my-codex/blob/main/docs/hermes-mcp-bridge.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [AgentScope](https://multiagentguide.top/tools/agentscope.md) | Yes (checked 2026-09-30) [evidence](https://docs.agentscope.io/en/versions/2.0.9/building-blocks/tool/mcp) | Yes (checked 2026-09-30) [evidence](https://docs.agentscope.io/en/versions/2.0.9/building-blocks/a2a) | Yes (checked 2026-09-30) [evidence](https://docs.agentscope.io/en/versions/2.0.9/deploy/agent-service) |
| [Deep Agents](https://multiagentguide.top/tools/deepagents.md) | Yes (checked 2026-09-30) [evidence](https://docs.langchain.com/oss/python/deepagents/tools) | Partial (checked 2026-09-30) [evidence](https://docs.langchain.com/oss/python/deepagents/a2a) | Partial (checked 2026-09-30) [evidence](https://docs.langchain.com/oss/python/deepagents/ag-ui) |
| [OpenAI Agents SDK (Python)](https://multiagentguide.top/tools/openai-agents-sdk.md) | Yes (checked 2026-09-30) [evidence](https://openai.github.io/openai-agents-python/mcp/) | No (checked 2026-09-30) [evidence](https://github.com/openai/openai-agents-python/issues/472#issuecomment-5192125355) | Unknown (checked 2026-09-30) |
| [Sim](https://multiagentguide.top/tools/sim.md) | Yes (checked 2026-09-30) [evidence](https://docs.sim.ai/mcp/overview) | Partial (checked 2026-09-30) [evidence](https://docs.sim.ai/integrations/a2a) | Unknown (checked 2026-09-30) |
| [smolagents](https://multiagentguide.top/tools/smolagents.md) | Yes (checked 2026-09-30) [evidence](https://huggingface.co/docs/smolagents/tutorials/tools) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Semantic Kernel](https://multiagentguide.top/tools/semantic-kernel.md) | Yes (checked 2026-09-30) [evidence](https://learn.microsoft.com/en-us/semantic-kernel/concepts/plugins/adding-mcp-plugins) | Partial (checked 2026-09-30) [evidence](https://github.com/microsoft/semantic-kernel/blob/main/dotnet/src/Agents/A2A/A2AAgent.cs) | Unknown (checked 2026-09-30) |
| [Mastra](https://multiagentguide.top/tools/mastra.md) | Yes (checked 2026-09-30) [evidence](https://mastra.ai/docs/connections/mcp) | Yes (checked 2026-09-30) [evidence](https://mastra.ai/docs/connections/a2a) | Partial (checked 2026-09-30) [evidence](https://mastra.ai/integrations/agentic-ui/copilotkit) |
| [Vibe Kanban](https://multiagentguide.top/tools/vibe-kanban.md) | Yes (checked 2026-09-30) [evidence](https://vibekanban.com/docs/integrations/vibe-kanban-mcp-server) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Taskmaster](https://multiagentguide.top/tools/claude-task-master.md) | Yes (checked 2026-09-30) [evidence](https://tryhamster.com/docs/taskmaster/capabilities/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [cmux](https://multiagentguide.top/tools/cmux.md) | Yes (checked 2026-09-30) [evidence](https://cmux.com/docs/computer-use) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Symphony](https://multiagentguide.top/tools/symphony.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Kilo Code](https://multiagentguide.top/tools/kilo-code.md) | Yes (checked 2026-09-30) [evidence](https://kilo.ai/docs/automate/mcp/overview) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Haystack](https://multiagentguide.top/tools/haystack.md) | Yes (checked 2026-09-30) [evidence](https://docs.haystack.deepset.ai/docs/mcptool) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Agent2Agent (A2A) Protocol](https://multiagentguide.top/tools/a2a.md) | Partial (checked 2026-09-30) [evidence](https://a2a-protocol.org/latest/topics/a2a-and-mcp/) | Yes (checked 2026-09-30) [evidence](https://a2a-protocol.org/latest/specification/) | Unknown (checked 2026-09-30) |
| [Letta](https://multiagentguide.top/tools/letta.md) | Yes (checked 2026-09-30) [evidence](https://docs.letta.com/agent-sdk/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [T3 Code](https://multiagentguide.top/tools/t3-code.md) | Yes (checked 2026-09-30) [evidence](https://github.com/pingdotgg/t3code/blob/main/apps/server/src/mcp/McpHttpServer.ts) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Archon](https://multiagentguide.top/tools/archon.md) | Yes (checked 2026-09-30) [evidence](https://archon.diy/guides/mcp-servers/) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [OpenAI Swarm](https://multiagentguide.top/tools/openai-swarm.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Google ADK (Python)](https://multiagentguide.top/tools/google-adk.md) | Yes (checked 2026-09-30) [evidence](https://adk.dev/tools-custom/mcp-tools/agent-as-server/) | Partial (checked 2026-09-30) [evidence](https://adk.dev/a2a/) | Partial (checked 2026-09-30) [evidence](https://adk.dev/integrations/ag-ui/) |
| [Prime Agent](https://multiagentguide.top/tools/prime-agent.md) | Yes (checked 2026-09-30) [evidence](https://github.com/PrimeIntellect-ai/prime-agent/blob/main/skills/mcp/SKILL.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Pydantic AI](https://multiagentguide.top/tools/pydantic-ai.md) | Yes (checked 2026-09-30) [evidence](https://pydantic.dev/docs/ai/mcp/client/) | Partial (checked 2026-09-30) [evidence](https://pydantic.dev/docs/ai/overview/interfaces/) | Yes (checked 2026-09-30) [evidence](https://pydantic.dev/docs/ai/integrations/ui/ag-ui/) |
| [Paseo](https://multiagentguide.top/tools/paseo.md) | Yes (checked 2026-09-30) [evidence](https://paseo.sh/docs/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Gas Town](https://multiagentguide.top/tools/gastown.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [CAMEL](https://multiagentguide.top/tools/camel.md) | Yes (checked 2026-09-30) [evidence](https://docs.camel-ai.org/mcp/camel_agents_as_an_mcp_clients) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [AG-UI (Agent-User Interaction Protocol)](https://multiagentguide.top/tools/ag-ui.md) | Yes (checked 2026-09-30) [evidence](https://github.com/ag-ui-protocol/ag-ui/blob/main/middlewares/mcp-middleware/README.md) | Partial (checked 2026-09-30) [evidence](https://github.com/ag-ui-protocol/ag-ui/blob/main/integrations/a2a/typescript/README.md) | Yes (checked 2026-09-30) [evidence](https://docs.ag-ui.com/spec/1.0) |
| [QM](https://multiagentguide.top/tools/qm.md) | Yes (checked 2026-09-30) [evidence](https://github.com/yc-software/qm/blob/HEAD/docs/mcp-connectors.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Superset](https://multiagentguide.top/tools/superset.md) | Yes (checked 2026-09-30) [evidence](https://docs.superset.sh/mcp-server) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [LiveKit Agents](https://multiagentguide.top/tools/livekit-agents.md) | Yes (checked 2026-09-30) [evidence](https://docs.livekit.io/agents/logic/tools/mcp/) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Microsoft Agent Framework](https://multiagentguide.top/tools/microsoft-agent-framework.md) | Yes (checked 2026-09-30) [evidence](https://learn.microsoft.com/en-us/agent-framework/agents/tools/local-mcp-tools) | Yes (checked 2026-09-30) [evidence](https://learn.microsoft.com/en-us/agent-framework/hosting/self-hosting/a2a/) | Yes (checked 2026-09-30) [evidence](https://learn.microsoft.com/en-us/agent-framework/integrations/by-component/ui/ag-ui/) |
| [HumanLayer](https://multiagentguide.top/tools/humanlayer.md) | Partial (checked 2026-09-30) [evidence](https://github.com/humanlayer/humanlayer/blob/main/hlyr/README.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Spring AI Alibaba](https://multiagentguide.top/tools/spring-ai-alibaba.md) | Yes (checked 2026-09-30) [evidence](https://java2ai.com/docs/frameworks/agent-framework/tutorials/tools) | Yes (checked 2026-09-30) [evidence](https://java2ai.com/docs/frameworks/agent-framework/advanced/a2a) | Unknown (checked 2026-09-30) |
| [VoltAgent](https://multiagentguide.top/tools/voltagent.md) | Yes (checked 2026-09-30) [evidence](https://voltagent.dev/docs/agents/mcp/) | Yes (checked 2026-09-30) [evidence](https://voltagent.dev/docs/agents/a2a/a2a-server/) | Yes (checked 2026-09-30) [evidence](https://voltagent.dev/docs/ui/copilotkit/) |
| [Model Context Protocol (MCP)](https://multiagentguide.top/tools/mcp.md) | Yes (checked 2026-09-30) [evidence](https://modelcontextprotocol.io/specification/2026-07-28) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [PraisonAI](https://multiagentguide.top/tools/praisonai.md) | Yes (checked 2026-09-30) [evidence](https://praison.ai/docs/mcp/transports) | Yes (checked 2026-09-30) [evidence](https://praison.ai/docs/features/a2a) | Yes (checked 2026-09-30) [evidence](https://praison.ai/docs/deploy/api/agui-api) |
| [Agent Development Kit (ADK) for Go](https://multiagentguide.top/tools/google-adk-go.md) | Yes (checked 2026-09-30) [evidence](https://github.com/google/adk-go/tree/main/tool/mcptoolset) | Partial (checked 2026-09-30) [evidence](https://adk.dev/a2a/quickstart-exposing-go/) | Unknown (checked 2026-09-30) |
| [Strands Agents](https://multiagentguide.top/tools/strands-agents.md) | Yes (checked 2026-09-30) [evidence](https://strandsagents.com/docs/user-guide/sdk/tools/mcp-tools/) | Yes (checked 2026-09-30) [evidence](https://strandsagents.com/docs/user-guide/sdk/multi-agent/agent-to-agent/) | Partial (checked 2026-09-30) [evidence](https://strandsagents.com/docs/integrations/integrations/ag-ui/) |
| [mcp-agent](https://multiagentguide.top/tools/mcp-agent.md) | Yes (checked 2026-09-30) [evidence](https://docs.mcp-agent.com/mcp-agent-sdk/mcp/overview) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Claude Squad](https://multiagentguide.top/tools/claude-squad.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Agent Squad](https://multiagentguide.top/tools/agent-squad.md) | Yes (checked 2026-09-30) [evidence](https://2fastlabs.github.io/agent-squad/agents/mcp-tool-provider) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Swarms](https://multiagentguide.top/tools/swarms.md) | Yes (checked 2026-09-30) [evidence](https://docs.swarms.world/integrations/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [AG2](https://multiagentguide.top/tools/ag2.md) | Yes (checked 2026-09-30) [evidence](https://docs.ag2.ai/docs/user-guide/tools/serving_mcp/) | Yes (checked 2026-09-30) [evidence](https://docs.ag2.ai/docs/user-guide/a2a/overview/) | Yes (checked 2026-09-30) [evidence](https://docs.ag2.ai/docs/user-guide/ag-ui/overview/) |
| [Langroid](https://multiagentguide.top/tools/langroid.md) | Yes (checked 2026-09-30) [evidence](https://langroid.github.io/langroid/notes/mcp-tools/) | Unknown (checked 2026-09-30) | Partial (checked 2026-09-30) [evidence](https://github.com/ag-ui-protocol/ag-ui/blob/main/integrations/langroid/README.md) |
| [Container Use](https://multiagentguide.top/tools/container-use.md) | Yes (checked 2026-09-30) [evidence](https://github.com/dagger/container-use/blob/main/README.md) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [OpenAI Agents SDK (JavaScript/TypeScript)](https://multiagentguide.top/tools/openai-agents-js.md) | Yes (checked 2026-09-30) [evidence](https://openai.github.io/openai-agents-js/guides/mcp/) | No (checked 2026-09-30) [evidence](https://github.com/openai/openai-agents-js/issues/171) | Unknown (checked 2026-09-30) |
| [BeeAI Framework](https://multiagentguide.top/tools/beeai-framework.md) | Yes (checked 2026-09-30) [evidence](https://framework.beeai.dev/integrations/mcp) | Yes (checked 2026-09-30) [evidence](https://framework.beeai.dev/integrations/a2a) | Unknown (checked 2026-09-30) |
| [LangGraph.js](https://multiagentguide.top/tools/langgraphjs.md) | Partial (checked 2026-09-30) [evidence](https://docs.langchain.com/oss/javascript/langchain/mcp) | Unknown (checked 2026-09-30) | Partial (checked 2026-09-30) [evidence](https://docs.langchain.com/oss/javascript/langchain/frontend/integrations/copilotkit) |
| [Griptape](https://multiagentguide.top/tools/griptape.md) | Yes (checked 2026-09-30) [evidence](https://docs.griptape.ai/stable/griptape-framework/tools/official-tools/#mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Agent Development Kit (ADK) for Java](https://multiagentguide.top/tools/google-adk-java.md) | Yes (checked 2026-09-30) [evidence](https://github.com/google/adk-java/blob/main/core/src/main/java/com/google/adk/tools/mcp/McpToolset.java) | Partial (checked 2026-09-30) [evidence](https://adk.dev/a2a/quickstart-exposing-java/) | Unknown (checked 2026-09-30) |
| [KaibanJS](https://multiagentguide.top/tools/kaibanjs.md) | Partial (checked 2026-09-30) [evidence](https://docs.kaibanjs.com/how-to/MCP-Adapter-Integration) | Partial (checked 2026-09-30) [evidence](https://docs.kaibanjs.com/how-to/A2A-Protocol-Integration) | Unknown (checked 2026-09-30) |
| [AgentKit by Inngest](https://multiagentguide.top/tools/inngest-agentkit.md) | Yes (checked 2026-09-30) [evidence](https://agentkit.inngest.com/advanced-patterns/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Amp](https://multiagentguide.top/tools/amp.md) | Yes (checked 2026-09-30) [evidence](https://ampcode.com/docs/customize/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Conductor](https://multiagentguide.top/tools/conductor.md) | Yes (checked 2026-09-30) [evidence](https://www.conductor.build/docs/api/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Cursor](https://multiagentguide.top/tools/cursor.md) | Yes (checked 2026-09-30) [evidence](https://cursor.com/docs/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Devin](https://multiagentguide.top/tools/devin.md) | Yes (checked 2026-09-30) [evidence](https://docs.devin.ai/work-with-devin/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [GitHub Copilot cloud agent](https://multiagentguide.top/tools/github-copilot-cloud-agent.md) | Yes (checked 2026-09-30) [evidence](https://docs.github.com/en/copilot/concepts/agents/cloud-agent/mcp-and-cloud-agent) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [OpenAI Agents API](https://multiagentguide.top/tools/openai-agents-api.md) | Yes (checked 2026-09-30) [evidence](https://developers.openai.com/api/docs/guides/agents-api/tools/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Replit Agent](https://multiagentguide.top/tools/replit-agent.md) | Yes (checked 2026-09-30) [evidence](https://docs.replit.com/build/connect-via-mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |
| [Tembo](https://multiagentguide.top/tools/tembo.md) | Yes (checked 2026-09-30) [evidence](https://docs.tembo.io/integrations/mcp) | Unknown (checked 2026-09-30) | Unknown (checked 2026-09-30) |

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Data as of 2026-10-01. Not affiliated with listed projects. HTML version: https://multiagentguide.top/protocols