{"repo":"developzir/gepa-mcp","free":true,"listed":false,"github":"https://github.com/developzir/gepa-mcp","clone":"git clone https://github.com/developzir/gepa-mcp.git","description":"MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization with Claude Desktop","language":"Python","stars":51,"topics":["ai","claude-desktop","evolutionary-algorithms","gemini-ai","genetic-algorithms","mcp","prompt-optimization","python"],"license":"MIT","category":"mcp-servers","readme_excerpt":"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. GEPA MCP Server - 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 A Model Context Protocol (MCP) server implementing the core GEPA (Genetic-Evolutionary Prompt Architecture) algorithm for automatic prompt optimization in Claude Desktop. Key Research Benefits: - 10-20% better prompts compared to reinforcement learning approaches - 35x more efficient than traditional optimization methods - Genetic-evolutionary approach using natural language reflection 🚀 Quick Installation Prerequisites - Python 3.10+ - Claude Desktop - Gemini API key (free) One-Command Setup The installer will: - ✅ Install all dependencies automatically - ✅ Safely merge with your existing Claude Desktop config - ✅ Prompt for your Gemini API key - ✅ Test the installation 🛠️ Three Core Tools 1. optimize prompt - Core GEPA Algorithm The original research implementation - Full genetic-evolutionary optimization When to use: Complex prompts that need deep optimization with specific training data. 2. quick prom","default_branch":null,"files":null,"tree":[],"storefront":"/r/developzir","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/developzir/gepa-mcp/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}