{"repo":"tomohiro-owada/devrag","free":true,"listed":false,"github":"https://github.com/tomohiro-owada/devrag","clone":"git clone https://github.com/tomohiro-owada/devrag.git","description":"Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.","language":"Go","stars":63,"topics":["claude-code","developer-tools","documentation","embeddings","golang","local-ai","markdown","mcp","onnx","rag"],"license":null,"category":"mcp-servers","readme_excerpt":"DevRag Free Local RAG for Claude Code - Save Tokens & Time 日本語版はこちら Japanese Version DevRag is a lightweight RAG (Retrieval-Augmented Generation) system designed specifically for developers using Claude Code. Stop wasting tokens by reading entire documents - let vector search find exactly what you need. Why DevRag? When using Claude Code, reading documents with the Read tool consumes massive amounts of tokens: - ❌ Wasting Context : Reading entire docs every time (3,000+ tokens per file) - ❌ Poor Searchability : Claude doesn't know which file contains what - ❌ Repetitive : Same documents read multiple times across sessions With DevRag: - ✅ 40x Less Tokens : Vector search retrieves only relevant chunks ( 200 tokens) - ✅ 15x Faster : Search in 100ms vs 30 seconds of reading - ✅ Auto-Discovery : Claude Code finds documents without knowing file names Features - 🤖 Simple RAG - Retrieval-Augmented Generation for Claude Code - 📝 Markdown Support - Auto-indexes .md files - 🔍 Semantic Search - Natural language queries like \"JWT authentication method\" - 🚀 Single Binary - No Python, models auto-download on first run - 💻 CLI & MCP - Use as MCP server or standalone CLI commands - 🖥️ Cross-Platform - macOS / Linux / Windows - ⚡ Fast - Auto GPU/CPU detection, incremental sync - 🌐 Multilingual - Supports 100+ languages including Japanese & English Quick Start 1. Download Binary Get the appropriate binary from Releases: Platform File ---------- ------ macOS (Apple Silicon) devrag-macos-","default_branch":null,"files":null,"tree":[],"storefront":"/r/tomohiro-owada","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/tomohiro-owada/devrag/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."}