Self Evolving GitHub Repositories (2026) · Open Source Tools

🐧 Unified and Stable RSI Platform

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

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

A plugin runtime for software that iterates on itself — the substrate where agents write, swap and hot-reload their own plugins in Rust, TypeScript, Python and Go, across processes and machines.

Mojito — the local, evolving alternative to cloud personal AI like Meta Muse.

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

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

Agent memory: long-term memory & agent memory handoff. Claude Code & Codex.

One person, a team of agents. Multi-session CLI that collaborates across terminals; /goal keeps long tasks running; WeChat/WeCom/Feishu gateway lets you call them back when you walk away. Async Python SDK, persistent memory, self-evolving skills.

🐙 Give your AI a life — open-source agent infrastructure for team collaboration.

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

AgentGarten: Code Worlds for Evolving Agents