evolver

Gene-expression-programming-powered agent evolution engine with auditable MCP connectivity, a persistent skill library, memory system, and prompt-governance layer for self-improving AI agents.

Connects to: Claude Code, OpenClaw, MCP, A2A protocol, Cursor · · GPL-3.0 8,882★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp

• Source: https://github.com/EvoMap/evolver
• This harness as JSON: /api/harnesses/evolver
• Agent setup: /setup.md
• Browse all 700+ harnesses on Loadbay