Parses TypeScript projects, builds rich code graphs in Neo4j, and provides deep contextual understanding for Large Language Models through semantic search and graph traversal.
Sponsored
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.
Key Features
01Framework-Aware & Customizable schema for domain-specific patterns
021 GitHub stars
03Rich Code Graph Generation with AST-level precision
04Semantic Search using OpenAI embeddings for relevant code patterns
05Natural Language Querying to convert questions into Cypher queries
06Intelligent Graph Traversal to explore code relationships and dependencies
Use Cases
01Understanding authentication flows and other complex architectural patterns
02Analyzing API endpoints to map exposed routes and their dependencies
03Mapping service dependencies to understand what a service injects and what depends on it