AI SummaryRagCode MCP is a semantic code navigation tool that integrates RAG-powered code search into Windsurf and other IDEs, enabling developers to intelligently query and understand multi-language codebases using local LLMs. It's ideal for developers working with Laravel, Go, Python, and PHP who need fast, context-aware code exploration without leaving their IDE.
Description
Semantic code navigation MCP server using RAG (Retrieval-Augmented Generation). Features multi-language support (Go, PHP, Laravel, Python, HTML), local LLMs (Ollama), and vector search (Qdrant) for IDEs like Cursor, Windsurf, Copilot and Claude.
Install
# Download to your project root curl -o .windsurfrules "https://raw.githubusercontent.com/doITmagic/rag-code-mcp/main/.windsurfrules"
Quality Score
Good
81/100
Trust & Transparency
Open Source — MIT
Source code publicly auditable
Verified Open Source
Hosted on GitHub — publicly auditable
Actively Maintained
Last commit 2d ago
20 stars
1 forks