⚡ Executive Summary & Quick Facts
Authoritative Sourceagentmesh is sam is an open-source project written in Go: SAM..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), google/agentmesh has accumulated 1,162 GitHub stars and 190 forks. It is written in Go, licensed under Apache-2.0, and ranks #6,712 globally. It is actively maintained with the latest commit recorded on Oct 27, 2026.”
| Repository | google/agentmesh ↗ |
|---|---|
| Primary Category | a2a |
| Language & Stack | Go |
| Software License | Apache-2.0 |
| Community Traction | ★ 1.2K stars · ⑂ 190 forks · #6,712 globally |
| Maintenance | ● Active (Last commit: Oct 27, 2026) · 38 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, agentmesh is actively maintained. Continuous telemetry recorded the last code commit on Oct 27, 2026 (2 days ago). Supported by 1,162 stars and 190 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+221
STARS · LAST 30 DAYS
7
PER DAY
#797
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +210 | +221 | +630 |
| Per day | 30 | 7 | 7 |
| Forks gained | +46 | +48 | +10 |
agentmesh gained 221 stars in the last 30 days, about 7 a day, and now has 1.2K. It is about 1 year old and has averaged roughly 1.2K stars a year. It ranks #797 among Go repositories and #6,712 across all languages on GitHubRepo.
Trending Record
33
DAYS ON TRENDING
#329
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
agentmesh has maintained a continuous presence across global trending indexes, peaking at #329. Below is the 30-day activity profile:
💡 Overview
sam is an open-source project written in Go: SAM.
Engineered for speed, consistency, and developer ease, it solves common hurdles in a2a, a2a-protocol, agentic-ai. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Go for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ go install github.com/google/sam@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
sam coordinates its core functionality through a modular Go pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with sam.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install sam using your package manager: `go install github.com/google/sam@latest`
Initialize your project workspace or configuration file for sam.
Import sam into your codebase or invoke it directly from your terminal.
Execute your test suite or run `sam --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
google/agentmesh is currently ranked #6,712 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,704 | instancio/instancio | Java | ★ 1.2K | Compare ↗ |
| #6,704 | flagos-ai/FlagGems | Python | ★ 1.2K | Compare ↗ |
| #6,704 | ssalggnikool/Navic | Kotlin | ★ 1.2K | Compare ↗ |
| #6,704 | liliu-z/stashbase | TypeScript | ★ 1.2K | Compare ↗ |
| #6,704 | piperhex/remoteai | TypeScript | ★ 1.2K | Compare ↗ |
| #6,712 | google/agentmesh This Project | Go | ★ 1.2K | |
| #6,712 | cowboy/jquery-bbq | JavaScript | ★ 1.2K | Compare ↗ |
| #6,712 | pointfreeco/pointfreeco | Swift | ★ 1.2K | Compare ↗ |
| #6,712 | hoothin/SearchJumper | JavaScript | ★ 1.2K | Compare ↗ |
| #6,712 | osprey-oss/migrate-to-uv | Rust | ★ 1.2K | Compare ↗ |
| #6,717 | bestpractical/rt | Perl | ★ 1.2K | Compare ↗ |
Frequently Asked Questions
What does agentmesh do? +
Agent Mesh
Is agentmesh actively maintained in 2026? +
Yes, agentmesh is actively maintained. The latest code push was recorded on Oct 27, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,162 stars and 38 open issues.
What language is agentmesh written in? +
The primary language is Go. Topics include: a2a, a2a-protocol, agent-mesh, agentic-ai, inference.
How many stars does agentmesh have? +
agentmesh has 1,162 stars and 190 forks on GitHub.
How does agentmesh rank among GitHub repositories? +
With 1,162 stars, google/agentmesh is ranked #6,712 globally across all repositories tracked on GitHubRepo and #797 among Go projects.
What license is agentmesh distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
