doITmagic/rag-code-mcp
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.
This tool helps software developers quickly understand and navigate large codebases using AI. It takes your project's code files as input and allows AI assistants to provide semantic search results, code explanations, and structural insights. Developers, especially those working with complex or unfamiliar projects, will use this to get instant answers about how their code works.
Use this if you are a software developer who wants your AI coding assistant (like Copilot or Cursor) to understand your entire codebase deeply and privately, without sending your code to external servers.
Not ideal if you are not a software developer or if you prefer to manually search and understand code without AI assistance.
Stars
24
Forks
3
Language
Go
License
MIT
Category
Last pushed
Mar 12, 2026
Commits (30d)
0
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