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evolver

MCP Server

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

Copy the install, test the workflow, then decide if it earns a permanent slot.

7,095
Why nowMoving now

Fresh repo activity plus visible builder pull. This is the kind of tool people test before it turns obvious.

DecisionHigh-conviction move

Copy the install, test the workflow, then decide if it earns a permanent slot.

Trial costFast eval

You can test this quickly and remove it cleanly if it misses.

Risk25/100

GitHub health 62/100. no security policy. Fresh enough repo health and manageable issue load keep the risk controlled.

What You Are Adopting

AI Agent

Universal

Model

Multiple

Build Time

Hours

Test This In Your Stack

One command inClean rollbackLow commitment
settingsRegistryAdds a named entry to Claude config. One command to remove.

Fastest way to find out if evolver belongs in your setup.

Copy the install command, run a real test, and back it out cleanly if it slows you down.

Try now
claude mcp add evolver -- npx evolver

Run this first. You will know quickly if the workflow earns a permanent slot.

Back out
claude mcp remove evolver

No messy cleanup loop. If it misses, remove it and keep moving.

Install Location

~/  └─ .claude.json    └─ mcp_servers/      └─ evolver ← registers here

About

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai. An open-source mcp server for the AI coding ecosystem.

Open Live ProjectAudit Repo

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ActiveLast commit today
bug_report9open issues
Submitted April 23, 2026

auto_awesomeYour strongest next moves after evolver