#Self-evolution

EvoMap

evolver

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

ghostwright

phantom

An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.

agentic-in

elephant-agent

Personal-Model First Self Evolving AI Agent 🐘

Shiyao-Huang

awesome-agent-evolution

Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.

AgentToolkit

altk-evolve

Self improving agents through iterations

amazinglvxw

enso-os

The first AI plugin that speaks first. Code-enforced learning + active forgetting + PAC (Proactive Accountability Challenge). Works with Claude Code, Gemini CLI, Hermes, OpenClaw.