Meet GitNexus: An Open-Source MCP-Native Knowledge Graph Engine That Gives Claude Code and Cursor Full Codebase Structural Awareness

TL;DR AI
2 min readKey summary
Indian CS student-built GitNexus is an open-source, MCP-native code intelligence engine for AI coding assistants.
It indexes codebases into a structured knowledge graph with dependencies, symbols, call graphs, execution flows, and semantic search.
Agents like Claude Code, Cursor, and Windsurf can query this context locally through MCP instead of relying on shallow file-level hints.
The goal is to help coding agents understand repository-wide structure and avoid breaking changes or guesswork.
