CodeGraphContext
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI
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ποΈ CodeGraphContext (CGC)
Turn code repositories into a queryable graph for AI agents.
π Languages:
- π¬π§ English
- π¨π³ δΈζ
- π°π· νκ΅μ΄
- πΊπ¦ Π£ΠΊΡΠ°ΡΠ½ΡΡΠΊΠ°
- π·πΊ Π ΡΡΡΠΊΠΈΠΉ
- π―π΅ ζ₯ζ¬θͺ (Soon)
- πͺπΈ EspaΓ±ol (Soon)
π Help translate CodeGraphContext to your language by raising an issue & PR on https://github.com/Shashankss1205/CodeGraphContext/issues!
Bridge the gap between deep code graphs and AI context.
A powerful MCP server and CLI toolkit that indexes local code into a graph database to provide context to AI assistants and developers. Use it as a standalone CLI for comprehensive code analysis or connect it to your favorite AI IDE via MCP for AI-powered code understanding.
π Quick Navigation
- π Quick Start
- π Supported Programming Languages
- π οΈ CLI Toolkit
- π€ MCP Server
- ποΈ Database Options
β¨ Experience CGC
π¨π»βπ» Installation and CLI
Install in seconds with pip and unlock a powerful CLI for code graph analysis.
π οΈ Indexing in Seconds
The CLI intelligently parses your tree-sitter nodes to build the graph.
π€ Powering your AI Assistant
Use natural language to query complex call-chains via MCP.
Project Details
- Version: 0.4.2
- Authors: Shashank Shekhar Singh
- License: MIT License (See LICENSE for details)
- Website: CodeGraphContext
π¨βπ» Maintainer
CodeGraphContext is created and actively maintained by:
Shashank Shekhar Singh
- π§ Email: shashankshekharsingh1205@gmail.com
- π GitHub: @Shashankss1205
- π LinkedIn: Shashank Shekhar Singh
- π Website: codegraphcontext.vercel.app
Contributions and feedback are always welcome! Feel free to reach out for questions, suggestions, or collaboration opportunities.
Star History
[](https://www.star-history.com/#CodeGraphContext/CodeGraphContext&Date)
Don't lose this
Three weeks from now, you'll want CodeGraphContext again. Will you remember where to find it?
Save it to your library and the next time you need CodeGraphContext, itβs one tap away β from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
β‘ Pro tip for geeks: add a-gnt π€΅π»ββοΈ as a custom connector in Claude or a custom GPT in ChatGPT β one click and your library is right there in the chat. Or, if youβre in an editor, install the a-gnt MCP server and say βuse my [bench name]β in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
This plugs directly into your AI and gives it new abilities it didn't have before. An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI. Once connected, just ask your AI to use it. It's completely free and works across most major AI apps. This one just landed in the catalog β worth trying while it's fresh.
Tips for getting started
Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.
Your data stays between you and your AI β nothing is shared with us or anyone else.
What's New
Imported from GitHub
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