Tuesday, July 21, 2026 · Based on GitHub trending data
The hottest AI agent tools on GitHub right now, ranked by stars. These frameworks and tools are shaping how developers build, deploy, and manage AI agents in production.
| Tool | Stars | Language | Description |
|---|---|---|---|
| Blaizzy/nativ | 567 | Swift | Local AI, native to your Mac. Chat, serve, monitor, and connect MLX mo... |
| paxlabs-inc/machine-genome | 283 | Go | Machine Genome is an open identity and provenance protocol for models,... |
| eli-labz/Agent-Execution-Partnership | 251 | Python | Agent Execution Partnership AEE is an open-source control plane that e... |
| Kritt-ai/open-kritt | 211 | JavaScript | Orchestrate AI agents to find real vulnerabilities in code.... |
| 0xwilliamortiz/agents-council | 91 | JavaScript | Multi-agents collaboration plugin for Claude Code - orchestrate multip... |
| TryCaspian/caspian-sdk | 78 | Python | One identity for your AI agent across every channel humans use: Slack,... |
Blaizzy/nativ (567⭐) — Tools like show massive demand for local AI inference on Mac. With MLX framework, developers can run models natively without API costs.
paxlabs-inc/machine-genome (283⭐) — addresses the critical problem of AI agent identity — proving where an agent's actions came from.
eli-labz/Agent-Execution-Partnership (251⭐) — provides authorization control planes for AI agents — ensuring every action is authorized before it runs.
Kritt-ai/open-kritt (211⭐) — enables multiple AI agents to collaborate with diverse perspectives.
Total combined stars: 1,481
Top language: Python
Key insight: AI agent tooling is fragmenting rapidly. Developers need comparison pages like this to navigate the landscape.
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