AgentMesh

Apache-2.0 private network for AI agents, from Google

AI Agents / Agent Networking · Apache-2.0 · 1.1k

Reviewed 2026-10-15 · last push 2026-10-19 · repo checked 2026-10-19

What's Good

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.

The Catch

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.

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