{"repo":"faraazahmad/graphsense","free":true,"listed":false,"github":"https://github.com/faraazahmad/graphsense","clone":"git clone https://github.com/faraazahmad/graphsense.git","description":"MCP server providing code intelligence using static analysis","language":"TypeScript","stars":35,"topics":["ai","llm","mcp","static-analysis"],"license":"MIT","category":"dev-tools","readme_excerpt":"GraphSense Code Graph RAG A code analysis and retrieval system that combines graph databases, vector search, and LLMs to understand and query codebases through natural language. --- It indexes JavaScript/TypeScript codebases into both a Neo4j graph database and a PostgreSQL vector database, enabling sophisticated queries about code structure, dependencies, and semantic relationships. Features - Multi-Modal Code Analysis : Combines graph-based structural analysis with semantic vector search. - Natural Language Queries : Ask questions about your codebase in plain English. - Function Discovery : Find functions based on semantic similarity and structural relationships. - Dependency Tracking : Understand import relationships and function call hierarchies. - AI-Powered Summaries : Automatically generates summaries for functions using LLMs. - Real-time Analysis : Processes codebases incrementally with file watching. - MCP Integration : Integrates with your text editor or AI agent via MCP. Quick Start Note: You will need environment variables declared in /.graphsense/.env : Environment Variables Required variables (must be set): - ANTHROPIC API KEY - Claude API key - PINECONE API KEY - Pinecone API key Prerequisites - Node.js 16+ - Docker - Must be run from within a git repository (GraphSense will exit if not) - API Keys for: - Anthropic (Claude) - Get API Key - Pinecone - Get API Key Model Context Protocol (MCP) Integration GraphSense provides an MCP server to integrate with AI assi","default_branch":null,"files":null,"tree":[],"storefront":"/r/faraazahmad","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/faraazahmad/graphsense/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."}