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mcp-server

code-graph-rag: AI code insights

Get AI-powered code analysis for your monorepo with code-graph-rag, used by developers with 2.3k+ GitHub stars
2,278 stars380 forksPythonQuality 8/10Updated 7/1/2026100% free ยท open source

About this skill

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Topics

ai
ast
claude-code
code-analysis
code-understanding
codebase-search
developer-tools
graph-database
knowledge-graph
llm
mcp
mcp-server
memgraph
monorepo
multi-language
python
rag
retrieval-augmented-generation
semantic-search
tree-sitter
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

21
top-level files
11
folders
62.9M
repo size
MIT
license
Key files
.pre-commit-config.yaml
main.py
PYPI_README.md
README.md
File tree
.github/
assets/
benchmarks/
cgr/
codebase_rag/
codec/
docs/
evals/
examples/
optimize/
scripts/
.dockerignore
.env.example
.gitignore
.gitmodules
.pre-commit-config.yaml
.python-version
build_binary.py
CONTRIBUTING.md
Dockerfile
funding.json
LICENSE
main.py
Makefile
Quick Actions
Details
Creator
vitali87
Language
Python
Category
mcp-server
Published
6/16/2025

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