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evolver

MCPOpen source

GEP-powered self-evolving engine for AI agents with auditable Genes, Capsules, and Events.

9kGPL-3.0

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

Pros

  • +Auditable evolution with Genes, Capsules, and Events
  • +GEP protocol for structured experience encoding
  • +CLI and MCP integration for agent workflows
  • +Backed by research and real-world performance gains

Cons

  • −Requires Git for rollback and blast radius calculation
  • −Transitioning to source-available may limit future open-source contributions
  • −Steep learning curve for GEP concepts

Target audience: Developers building AI agents that need self-evolution and auditable experience management.

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