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 Antigravity, Cursor, Windsurf, Copilot, and Claude.

Latest release v1.1.21 — rag-code-mcp v1.1.21 · 1 Feb 2026

3 files for Cursor, GitHub Copilot and Windsurf: cursorrules, rag-code-mcp copilot-instructions.md, windsurfrules — 919 tokens loaded in every session.

55Stars on the repository
3Files it configures its agents with
919Tokens loaded in every session
3Agents configured

Instructions

Cursor rules

These files are doITmagic/rag-code-mcp's own configuration — they tell Cursor, GitHub Copilot and Windsurf how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.