Top SELF-EVOLVING GitHub Repositories & Tools (2026)

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

Ouroboros — self-creating AI agent. Born Feb 16, 2026.

The Harness of Harnesses • built for RSI: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.

🐧 Harness for RSI. Let AI Build AI. Multi-Agent Auto-Dev Platform. Everything is Transparent.

Self-hosted Personal AI + agent runtime in .NET (NativeAOT-friendly)

A lightweight secure Self-evolution engine built in Rust, featuring a built-in native system-level sandbox, zero dependencies, and fully local execution.