GitHub repo leaderboard by stars, growth rate and activity.

• aiming-lab

  #1aiming-lab/MetaClaw

  🦞 Just talk to your agent — it learns and EVOLVES 🧬.

  Python3,496 starslast pushed 3 months ago
• AMAP-ML

  #2AMAP-ML/SkillClaw

  Let Skills Evolve Collectively with Agentic Evolver

  Python2,590 starslast pushed 4 weeks ago
• IAAR-Shanghai

  #3IAAR-Shanghai/Awesome-AI-Memory

  Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。

  Python1,211 starslast pushed 2 days ago
• Human-Agent-Society

  #4Human-Agent-Society/reef

  Continual learning infra for self-improving agents

  Python929 starslast pushed 8 hours ago

#	Repo	Language	Stars	30-day trend	Last updated
1	aiming-lab aiming-lab/MetaClaw 🦞 Just talk to your agent — it learns and EVOLVES 🧬.	Python	3,496		last pushed 3 months ago
2	AMAP-ML AMAP-ML/SkillClaw Let Skills Evolve Collectively with Agentic Evolver	Python	2,590		last pushed 4 weeks ago
3	IAAR-Shanghai IAAR-Shanghai/Awesome-AI-Memory Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。	Python	1,211		last pushed 2 days ago
4	Human-Agent-Society Human-Agent-Society/reef Continual learning infra for self-improving agents	Python	929		last pushed 8 hours ago

All · 11,658