code-graph-rag MCP server
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
What code-graph-rag does
Summarised from the project README; check the repository for the latest details.
Features
- Ask questions about the codebase in natural language and get answers grounded in the real structure.
- Retrieve the actual source of any function, class, or method by name or by intent.
- Edit code through the agent with AST-based surgical patching and a diff preview before anything changes.
- Optimise code against language best practices or your own coding standards.
- Find dead code by walking call and reference edges from entry points.
- Search and rewrite structurally by AST pattern with ast-grep.
Repository: vitali87/code-graph-rag
Website: https://code-graph-rag.com
Stars: ★5258
Language: Python
Last updated: 2026-10-15
aiastclaude-codecode-analysiscode-understandingcodebase-searchdeveloper-toolsgraph-databaseknowledge-graphllmmcpmcp-servermemgraphmonorepomulti-languagepythonragretrieval-augmented-generationsemantic-searchtree-sitter
Website: https://code-graph-rag.com
Stars: ★5258
Language: Python
Last updated: 2026-10-15
aiastclaude-codecode-analysiscode-understandingcodebase-searchdeveloper-toolsgraph-databaseknowledge-graphllmmcpmcp-servermemgraphmonorepomulti-languagepythonragretrieval-augmented-generationsemantic-searchtree-sitter
How to install code-graph-rag
No install config was found in this README. See the repository for setup steps, then follow our guides for Claude Desktop, Cursor or VS Code.
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