GitHub repo leaderboard by stars, growth rate and activity.
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
The Harness of Harnesses: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.
🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents
Let Skills Evolve Collectively with Agentic Evolver
🐧 Harness for RSI. Let AI Build AI. Multi-Agent Auto-Dev Platform. Everything is Transparent.
🔬🦞 A self-evolving AI research colleague for scientists. 285 skills, zero hallucination, persistent memory.
| # | Repo | Language | Stars | 30-day trend | Last updated |
|---|---|---|---|---|---|
| 1 | Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. | Python | 36,550 | last pushed 27 minutes ago | |
| 2 | Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption | Python | 14,164 | last pushed 2 hours ago | |
| 3 | Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support. | TypeScript | 11,277 | last pushed 2 days ago | |
| 4 | The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai | JavaScript | 9,055 | last pushed 5 days ago | |
| 5 | The Harness of Harnesses: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration. | Python | 3,815 | last pushed Yesterday | |
| 6 | Agent Skills as a Memory Layer | JavaScript | 3,686 | last pushed 2 months ago | |
| 7 | 🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents | Python | 3,317 | last pushed 2 weeks ago | |
| 8 | Let Skills Evolve Collectively with Agentic Evolver | Python | 2,590 | last pushed 4 weeks ago | |
| 9 | 🐧 Harness for RSI. Let AI Build AI. Multi-Agent Auto-Dev Platform. Everything is Transparent. | TypeScript | 2,081 | last pushed 60 minutes ago | |
| 10 | 🔬🦞 A self-evolving AI research colleague for scientists. 285 skills, zero hallucination, persistent memory. | TypeScript | 898 | last pushed 3 months ago |
All · 11,658