GStars
    google

    google/agentmesh

    Agent Mesh

    backend
    a2a
    a2a-protocol
    agent-mesh
    agentic-ai
    inference
    Go
    Apache-2.0
    1.2K stars
    196 forks
    1.2K GitHub watchers
    Updated Nov 1, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

    Explore Backblaze Labs

    Loading star history...

    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    5 releases in the last 90 days, the latest 14 days ago, with 25 contributors on GitHub.

    Use Cases & Benefits

    • Provides a zero-trust, self-healing P2P mesh network for autonomous AI agents to discover, communicate, and invoke tools dynamically.
    • Enables seamless, environment-agnostic node mobility with strict authentication and automatic network formation without configuration.
    • Use for deploying decentralized AI agent networks that require secure, dynamic tool invocation across cloud, local, and edge environments.
    • Use for building scalable, resilient AI systems that fan out workloads to pools of autonomous agents for parallel processing.
    • Use for integrating multiple AI models like Google Gemini or Claude into a unified mesh to enable cross-agent collaboration and tool access.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    Apache 2.0

    Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.

    Community files

    • README: present
    • Contributing guide: present
    • Code of conduct: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    SAM is a smart network built for autonomous AI agents:

    Getting started is a one-liner (see the Quick Start Guide): install, add the skill, and your agent is on the mesh.

    Excerpt from the google/agentmesh README on GitHub (Apache-2.0 license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Aug 20: +60Aug 29: +7Aug 30: +14Aug 31: +6Oct 16: +17Oct 17: +18Oct 18: +11Oct 19: +7Oct 20: +11Oct 21: +10

    +894 stars over 75 days across 16 snapshot days; best day +60 on Aug 20.

    Forks

    196+169

    Open issues

    29+11

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

    View category →
    google/agentmesh compared with Backend repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
    anthropics/skills187.8K+2.9K15—
    DuarteSantos8/openGym19.7K+2.4K602 days ago
    shiyu-coder/Kronos47.0K+2.3K16—
    NationalSecurityAgency/ghidra98.2K+2.3K6414 days ago
    microsoft/VibeVoice56.0K+1.1K29—
    google/agentmesh1.2K—6414 days ago
    Category median56.0K+2.3K29—
    Compare agentmesh with skills, openGym, Kronos →

    Also by google

    Other repositories from this maintainer that GStars tracks

    Discover Repositories

    Search across tracked repositories by name or description