Code-Graph-RAG maps real code dependencies with Tree-sitter and Memgraph, hits 5.3k GitHub stars
JeremyCMorgan · x · 2026-10-20
The open-source code-graph-rag project replaces similarity-based retrieval for coding agents with an actual dependency graph: Tree-sitter parses multi-language code and writes real call/dependency relations into Memgraph, enabling queries like which functions call what, tracing dependencies, and assessing change impact across a monorepo.
- Positioned as "the ultimate RAG for your monorepo" for code understanding and editing
- Ships an MCP server for integration with Claude Code and other agent tools
- MIT-licensed, 5.3k stars and 702 forks on GitHub
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