{"repo":"doITmagic/rag-code-mcp","free":true,"listed":false,"github":"https://github.com/doITmagic/rag-code-mcp","clone":"git clone https://github.com/doITmagic/rag-code-mcp.git","description":"Privacy-first semantic code navigation MCP server using RAG. Features deep AST multi-language support (Go, PHP/Laravel/WP, JS/TS/React, Python), 100% local LLMs (Ollama), and vector search (Qdrant) for AI IDEs like Cursor, Windsurf, Copilot, and Claude.","language":"Go","stars":51,"topics":["claude-desktop","code-navigation","cursor-ide","go","golang","html","javascript","laravel","llm","local"],"license":"MIT","category":"ai-agents","readme_excerpt":"RagCode MCP - Make Your Codebase AI-Ready The privacy-first MCP server that transforms any repository into an AI-ready codebase with semantic search and RAG. RagCode is a Model Context Protocol (MCP) server that instantly makes your project AI-ready . It enables AI assistants like GitHub Copilot , Cursor , Windsurf , and Claude to understand your entire codebase through semantic vector search , bridging the gap between your code and Large Language Models (LLMs). Built with the official Model Context Protocol Go SDK, RagCode provides 9 powerful tools to index, search, and analyze code, making it the ultimate solution for AI-ready software development . ⚡ One-Command Installation No Go, no build tools, no configuration needed. Just Docker. Linux (amd64) macOS (Apple Silicon / Intel) Windows (PowerShell) That's it! The installer automatically: - ✅ Downloads and installs the rag-code-mcp binary - ✅ Sets up Ollama and Qdrant in Docker containers - ✅ Downloads required AI models ( phi3:medium , mxbai-embed-large ) - ✅ Configures your IDE (VS Code, Cursor, Windsurf, Claude Desktop) - ✅ Adds binaries to your PATH 🔄 Keep Updated The auto-update feature is available starting with v1.1.18 . How to Upgrade: 1. If you are on an older version ( Built with ❤️ for developers who want smarter AI code assistants ⭐ Star us on GitHub if RagCode helps your workflow! Questions? Open an Issue • Read the Docs • Join Discussions","default_branch":null,"files":null,"tree":[],"storefront":"/r/doITmagic","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/doITmagic/rag-code-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."}