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CodeGraphContext MCP Server

CodeGraphContext/CodeGraphContext

Score: 81.2 ↑ 7.5% Rank #1645 MCP Server
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An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

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Overview

CodeGraphContext/CodeGraphContext is a Python MCP server licensed under MIT. An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants. Topics: hacktoberfest2025, social-winter-of-code, codegraph, codegraphcontext.

Ranked #1645 out of 24846 indexed tools.

In the top 7% of all indexed tools.

Has 4,260 GitHub stars.

Has 223 contributors.

Ecosystem

Python MIT
hacktoberfest2025social-winter-of-codecodegraphcodegraphcontext

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 4,260

4,260 stars → well-known project

Freshness 25% 18d ago

Last commit 18d ago → recently updated

Issue Health 25% 85%

724/854 issues closed → responsive maintainer

Contributors 10% 223

223 contributors → active community

Dependents 25% 7

7 dependents → few downstream users

npm Downloads N/A
PyPI Downloads N/A
Forks 833
Description Good
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

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AgentRank score for CodeGraphContext/CodeGraphContext
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Matched Queries

"mcp server""mcp-server"

From the README

# 🏗️ CodeGraphContext (CGC)

**Turn code repositories into a queryable graph for AI agents.**

🌐 **Languages:**
- 🇬🇧 [English](README.md)
- 🇨🇳 [中文](docs/translations/README.zh-CN.md)
- 🇰🇷 [한국어](docs/translations/README.kor.md)
- 🇺🇦 [Українська](docs/translations/README.uk.md)
- 🇷🇺 [Русский](docs/translations/README.ru-RU.md)
- 🇯🇵 [日本語](docs/translations/README.ja.md)
- 🇮🇳 [தமிழ்](docs/translations/README.ta.md)
- 🇪🇸 Español (Soon)

🌍 **Help translate CodeGraphContext to your language by raising an issue & PR on [GitHub Issues](https://github.com/CodeGraphContext/CodeGraphContext/issues)!**

<p align="center">
  <br>
  <b>Bridge the gap between deep code graphs and AI context.</b>
  <br><br>
  <a href="https://pypi.org/project/codegraphcontext/">
    
  </a>
  <a href="https://pypi.org/project/codegraphcontext/">
    
  </a>
  <a href="LICENSE">
    
  </a>
  
  <a href="https://discord.gg/VCwUdCnn">
    
  </a>
  <br><br>
  <a href="https://github.com/CodeGraphContex
Read full README on GitHub →

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