rag-code-mcp

by doITmagic · Memory & Knowledge · ★ 55

rag-code-mcp is an MCP server by doITmagic. 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. It has 55 GitHub stars and ranks #527 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: doITmagic
GitHub stars: 55
This week: Tracking since 18 Oct 2026
Language: Go
License: MIT (open source)
Last update: 2026-10-21 (3 days ago)
Links: Source Website

claude-desktop
code-navigation
copilot
cursor-ide
developer-tools
go
golang
html
javascript
laravel
llm
local
+8 more

How to install rag-code-mcp

Install steps differ per project, so follow the README in the rag-code-mcp repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Frequently asked questions

What is rag-code-mcp?

rag-code-mcp is an MCP server by doITmagic in the Memory & Knowledge category. 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. It has 55 GitHub stars and ranks #527 of 1287 in Memory & Knowledge by stars.

Is rag-code-mcp free and open source?

Yes. rag-code-mcp is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to rag-code-mcp?

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