Code Graph Context

概要

Code Graph Context is a Model Context Protocol (MCP) server designed to empower Large Language Models with profound understanding of TypeScript codebases. It achieves this by performing AST-level analysis to parse projects, constructing comprehensive graph representations in Neo4j, and offering intelligent querying capabilities through vector-based semantic search and graph traversal, allowing for natural language interactions with the codebase. The server is highly configurable, supporting custom framework schemas beyond its built-in NestJS support.

主な機能

• Framework-Aware & Customizable schema for domain-specific patterns
• 1 GitHub stars
• Rich Code Graph Generation with AST-level precision
• Semantic Search using OpenAI embeddings for relevant code patterns
• Natural Language Querying to convert questions into Cypher queries
• Intelligent Graph Traversal to explore code relationships and dependencies

ユースケース

• Understanding authentication flows and other complex architectural patterns
• Analyzing API endpoints to map exposed routes and their dependencies
• Mapping service dependencies to understand what a service injects and what depends on it