Evolver

The GEP-powered self-evolving engine for AI agents

MCP Servers

8.0 /10

Open Source

Visit Website GitHub

Last Updated

2026-06-15

GitHub Stars

8,695

About Evolver

[![GitHub stars](https://img.shields.io/badge/Stars-8.7k-2b3137?logo=github&logoColor=white)](https://github.com/EvoMap/evolver/stargazers) [![License: GPL-3.0](https://img.shields.io/badge/License-GPL--3.0-blue.svg)](https://opensource.org/licenses/GPL-3.0) [![Node.js >= 18](https://img.shields.io/badge/Node.js-%3E%3D%2018-green.svg)](https://nodejs.org/) [![npm downloads](https://img.shields.io/npm/dm/@evomap/evolver.svg)](https://www.npmjs.com/package/@evomap/evolver)

Our Verdict

A mcp server that is open-source and self-hostable backed by 8.7k GitHub stars. The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai.

Features

Automatically edit your source code. - Execute arbitrary shel

Require an internet connection for core functionality. ### H

Teams maintaining agent prompts and logs at scale - Users who

Environments requiring deterministic, protocol-bound changes

Detailed Ratings

Ease of Use

7.7

Value for Money

8.2

Features

8.0

Support

7.4

Performance

8.1

Overall Rating

8.0 /10

Pros & Cons

Pros

Open-source — fully self-hostable and auditable
Active community with 8.7k GitHub stars

Cons

Requires technical setup; less hand-holding than managed alternatives
Limited third-party reviews and benchmarks

Use Cases

MCP integrationTool extensionContext retrievalAgent connectivity

Who Is It For?

Teams and individuals looking for extending AI agent capabilities via MCP who value open-source flexibility and control.

#a2a#agent-evolution#agent-framework#agent-protocol#ai-agent#evolver

Frequently Asked Questions

What is Evolver?

[![GitHub stars](https://img.shields.io/badge/Stars-8.7k-2b3137?logo=github&logoColor=white)](https://github.com/EvoMap/evolver/stargazers) [![License: GPL-3.0](https://img.shields.io/badge/License-GPL--3.0-blue.svg)](https://opensource.org/licenses/GPL-3.0) [![Node.js >=…

How much does Evolver cost?

Evolver is open-source and free to self-host. See https://github.com/EvoMap/evolver for installation instructions.

Is Evolver open source?

Yes — Evolver is open source with 8.7k stars. The source code is on GitHub at https://github.com/EvoMap/evolver.

Who should use Evolver?

Teams and individuals looking for extending AI agent capabilities via MCP who value open-source flexibility and control.

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Links & Resources