{"data":{"slug":"code-graph-rag","name":"Code-Graph-RAG","tagline":"MIT Tree-sitter→Memgraph structural RAG for monorepos","category":"agents","categoryName":"AI Agents","url":"https://code-graph-rag.com","github":"https://github.com/vitali87/code-graph-rag","pricing":"open-source","hook":"Code-Graph-RAG turns Tree-sitter parses (plus compiler frontends/traces) into a Memgraph knowledge graph so you can query, edit, and optimise multi-language monorepos in plain English.","whatsGood":"MIT (vitali87/code-graph-rag). Structural graph+Memgraph RAG via Tree-sitter; PyPI `code-graph-rag`; English query/edit/optimise over monorepos. Site at code-graph-rag.com. ★5,180 from GitHub API 2026-09-27.","theCatch":"Vs LAIN (thin ★9 MCP graph): not an MCP coordinator. Vs plain vector RAG: this is structural graph+Memgraph, not chunk embeddings alone. Enterprise support upsell on the site is optional — OSS path stands alone.","verdict":"MIT structural graph RAG when monorepo English query/edit needs Memgraph+Tree-sitter — not vector-only RAG and not a thin MCP graph.","addedAt":"2026-09-27","featured":false,"domain":"AI Agents","subSpecialty":"Agents","subcategory":"Code Context","tags":["self-host","permissive","rag","active"],"capabilities":[],"surfaces":["Self-host"],"ecosystem":["Multi-platform"],"licenseModel":"OSS/MIT","githubStars":5266,"starsPerWeek":75,"access":"free","archived":false,"repo":{"createdAt":"2025-06-16","pushedAt":"2026-10-19","license":"MIT","archived":false,"checkedAt":"2026-10-19"}},"related":[{"slug":"claude-code","name":"Claude Code","tagline":"Terminal-first coding agent with deep repository context"},{"slug":"cursor","name":"Cursor","tagline":"The AI-first code editor that understands your codebase"},{"slug":"devin","name":"Devin","tagline":"Autonomous AI engineer for defined engineering tasks"},{"slug":"stagehand","name":"Stagehand","tagline":"AI-native browser automation that mixes code and natural language"},{"slug":"browser-use","name":"Browser Use","tagline":"Open-source framework for LLM-driven browser agents"}],"links":{"self":"/api/gems/code-graph-rag","html":"/gems/code-graph-rag","markdown":"/gems/code-graph-rag.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}