MCP servers tagged self-improving

6 live MCP servers tagged "self-improving", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with self-improving.

live servers

avg trust

Agenvoy

Make AI actually work for you - A personal agent that writes its own tools and repairs itself.

DomDemetz/claude-soul

starter`

Kbot

Open-source terminal AI agent. 764+ tools, 35 agents, 20 providers. Dreams, learns, watches your system. Controls your phone. Fully local, fully sovereign. MIT.

Agent Afk

Start a run in your terminal and walk away. Get pinged when it finishes, or needs you. Every step is a readable trace you check before anything ships.

Hicortex

Human-like memory for self-improving AI agents. Automatic capturing, nightly reflection, and cross-agent learning. Works with Claude Code and OpenClaw.

Ollama Ocli

🦉 AI coding assistant with self-improvement, LCARS styling, and MCP support