GitHub 上 AI Agent 方向 Star 最多的 10 个项目
本文盘点了 GitHub 上 AI Agent 方向 Star 数较高的项目，按 Star 数从高到低排序，每个项目附上仓库地址，方便你按需取用。
1. affaan-m/ECC
Star: 259,521
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
2. NousResearch/hermes-agent
Star: 245,959
The agent that grows with you
3. deepseek-ai/deepseek-harness
Star: 225,820
DeepSeek Harness: Everything is a Plugin.
4. firecrawl/firecrawl
Star: 181,009
The context API to search, scrape, and interact with the web at scale. 🔥
5. langchain-ai/langchain
Star: 146,424
The agent engineering platform.
6. DietrichGebert/ponytail
Star: 139,660
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
7. Graphify-Labs/graphify
Star: 118,125
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained,…
8. browser-use/browser-use
Star: 114,759
Agents that use the browser.
9. google-gemini/gemini-cli
Star: 107,010
An open-source AI agent that brings the power of Gemini directly into your terminal.
10. thedotmack/claude-mem
Star: 94,002
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, C…