{"data":{"slug":"agentmesh","name":"AgentMesh","tagline":"Apache-2.0 private network for AI agents, from Google","category":"agents","categoryName":"AI Agents","url":"https://google.github.io/agentmesh/","github":"https://github.com/google/agentmesh","pricing":"open-source","hook":"AgentMesh joins your laptops, servers and phones into a private network for agents: each node runs a local MCP server and an OpenAI-compatible endpoint that routes model requests to whichever node can serve them.","whatsGood":"Apache-2.0 (google/agentmesh), release v0.1.0-rc.10. Node identity comes from your OpenID Connect provider or a one-time bootstrap token, so there are no shared API keys to pass around. One install script, `agentmesh-node run`, and a control plane you can start on your laptop in one command. ★~1k.","theCatch":"Still a release candidate (v0.1.0-rc.10), so expect changes, and the README says it is not an officially supported Google product. Every node has to enroll with a control plane, which you run and secure yourself.","verdict":"An interesting way to share models and MCP tools across your own machines — treat it as an experiment until 1.0.","addedAt":"2026-10-15","featured":false,"domain":"AI Agents","subSpecialty":"Agent Networking","subcategory":"Agent Networking","tags":["mcp","self-host","permissive","active","young-repo"],"capabilities":["mcp","network"],"surfaces":["MCP","Self-host"],"ecosystem":["Go"],"licenseModel":"Apache-2.0","githubStars":1116,"starsPerWeek":43,"access":"free","archived":false,"repo":{"createdAt":"2026-04-21","pushedAt":"2026-10-19","license":"Apache-2.0","archived":false,"checkedAt":"2026-10-19"}},"related":[{"slug":"claude-code","name":"Claude Code","tagline":"Terminal-first coding agent with deep repository context"},{"slug":"cursor","name":"Cursor","tagline":"The AI-first code editor that understands your codebase"},{"slug":"devin","name":"Devin","tagline":"Autonomous AI engineer for defined engineering tasks"},{"slug":"stagehand","name":"Stagehand","tagline":"AI-native browser automation that mixes code and natural language"},{"slug":"browser-use","name":"Browser Use","tagline":"Open-source framework for LLM-driven browser agents"}],"links":{"self":"/api/gems/agentmesh","html":"/gems/agentmesh","markdown":"/gems/agentmesh.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}