{"repo":"cheolwanpark/snippets","free":true,"listed":false,"github":"https://github.com/cheolwanpark/snippets","clone":"git clone https://github.com/cheolwanpark/snippets.git","description":"Automatically extracts, processes, and indexes code snippets from GitHub repositories into a searchable vector database.","language":"Python","stars":59,"topics":["ai","code-search","coding-agent","mcp","productivity","rag","self-hosted","tool","vector-database"],"license":"MIT","category":"databases-storage","readme_excerpt":"SNIPPETS Snippets is an intelligent code repository system that automatically extracts, processes, and indexes code snippets from GitHub repositories into a searchable vector database. It combines AI-powered code analysis with semantic search capabilities to help developers quickly find relevant code examples and patterns. Key Features - 🚀 Use Your Claude Subscription : Access this tool with your Claude subscription plan. no extra cost! - 🤖 Automated Repository Processing : Extract meaningful code snippets from any GitHub repository - 🔍 Semantic Search : Find code by meaning, not just keywords, using vector embeddings - 🔧 MCP Integration : Seamless integration with Claude Code through Model Context Protocol - ⚡ Background Processing : Efficient queue-based processing for large repositories - 🐳 Docker Ready : Complete containerized setup for easy deployment How It Works 1. Repository Ingestion : Add GitHub repositories through the web interface 2. AI Processing : Claude Code agents analyze and extract meaningful code snippets 3. Vector Embedding : Code snippets are converted to semantic vectors using state-of-the-art models 4. Smart Storage : Snippets are indexed in Qdrant vector database for fast similarity search 5. Easy Discovery : Search and explore code through the web UI or integrate with Claude Code via MCP Quick Start Prerequisites - Docker & Docker Compose : For containerized deployment - API Keys : - Claude Code OAuth Token (from you subscription, claude setup-t","default_branch":null,"files":null,"tree":[],"storefront":"/r/cheolwanpark","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cheolwanpark/snippets/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."}