MCP servers tagged self-evolution

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

live servers

avg trust

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.

Evolver

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

Altk Evolve

Self improving agents through iterations