Self Evolving
Top open-source Self Evolving AI systems, agents, and MCP tools.
Discover and install verified Self Evolving AI systems, autonomous agent skills, and Model Context Protocol servers on AIStoreHub. Reusable, security-scanned, and ready for 1-click execution in Cursor, Claude Code, and terminal workflows.
Available AI Systems & Skills (24)
Open in Advanced FilterMojito — the local, evolving alternative to cloud personal AI like Meta Muse.
A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai
The agent OS that evolves itself. 51 workers, 18 security layers, self-improving functions. Built on iii-engine.
Agent memory: long-term memory & agent memory handoff. Claude Code & Codex.
Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions.
Self-evolving second brain with 35 AI skills, 10 agents, and people CRM. Closed-loop harness: a V-model verification lifecycle where the worker never grades its own homework. Plus paired anti-slop design skills for marketing and product UI. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.
Fully Autonomous AI Research System with Self-Evolution, built natively on Claude Code
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
Local-first AI agent workbench for long-running projects: background work, built-in memory (no Docker), six web search services, MCP. macOS, Linux, Windows.
EvoOntology: A Self-Evolving Ontology Layer for Data Agents ⚙️ EvoOntology插件为Claude Code/Codex 建立&进化本体层
The first self-evolving AI agent. Rewrites its own source code in real-time. 6 AST mutation strategies. Absorbs GitHub repos autonomously. 7 autonomic drives. Standalone CLI. Works anywhere.
Self-hosted Enterprise and Personal AI + agent runtime in .NET (NativeAOT-friendly)
Give your AI a life — open-source infrastructure for persistent, self-maintaining AI companions. Powered by Claude Code.
Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.
Fully Autonomous AI Research System with Self-Evolution, built natively on Claude Code
Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.
One person, a team of agents: CLI, Web, Desktop & Python SDK with multi-session collaboration, persistent memory, and self-evolving skills. 一个人，一支 Agent 团队：支持多终端协作、持久记忆与技能自进化的 AI Agent 框架。
Deterministic orchestrator for 30+ CLI AI coding agents. Git worktree isolation, HMAC audit trail, MCP server mode.
Friday — A 24/7 AI Assistant Built Entirely on Claude Code. A Tiny Moon Labs product (tinymoonlabs.com).
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
Build & Monetize for Self Evolving
Have you created an autonomous agent, MCP server, or Claude Code skill for Self Evolving? Publish it to AIStoreHub with dual-currency checkout (USD $ + INR ₹) and earn 85–90% net revenue.