MCP Directory
Back

gepa-mcp

by developzir · Python · ★ 48

View on GitHub ↗

MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization with Claude Desktop

#ai#claude-desktop#evolutionary-algorithms#gemini-ai#genetic-algorithms#mcp#prompt-optimization#python

Install

pip install git+https://github.com/developzir/gepa-mcp.git

Claude Desktop config

Add this to your claude_desktop_config.json: 

{
  "mcpServers": {
    "gepa-mcp": {
      "command": "uvx",
      "args": [
        "git+https://github.com/developzir/gepa-mcp.git"
      ]
    }
  }
}

From the README

I'm not quite sure this works as is 😂 You may need to ask the model you're working with to clean it up: - *Note, I'm not sure if that 'fix' prompt will work; it may; but just an example.* - Thank you to the brilliant researchers who created this system; - Check out the original research here: https://arxiv.org/abs/2507.19457 - As well as their repository for the official implementation of the algorithm: https://github.com/gepa-ai/gepa > **Genetic-Evolutionary Prompt Architecture** for Claude Desktop (or any MCP client) > Research-backed automatic prompt optimization [](https://www.pyth…
Read full README on GitHub →

💡 Need a managed MCP host?

Try Claude Pro for the smoothest MCP experience, or browse our cloud-hosted servers.

Related filesystem servers

cline

cline

★ 61,214

Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way.

Filesystem · TypeScript

mempalace

MemPalace

★ 50,486

The best-benchmarked open-source AI memory system. And it's free.

Filesystem · Python

GitNexus

abhigyanpatwari

★ 33,661

GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfect for code exploration

Filesystem · TypeScript

github-mcp-server

github

★ 29,391

GitHub's official MCP Server

Filesystem · Go

repomix

yamadashy

★ 24,132

📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

Filesystem · TypeScript

claude-plugins-official

anthropics

Official ★ 18,276

Official, Anthropic-managed directory of high quality Claude Code Plugins.

Filesystem · Python