CodeGraphContext MCP Server
CodeGraphContext/CodeGraphContext
[](https://agentrank-ai.com/tool/CodeGraphContext--CodeGraphContext/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
claude mcp add agentrank -- npx -y agentrank-mcp-server 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
Score Breakdown
4,260 stars → well-known project
Last commit 18d ago → recently updated
724/854 issues closed → responsive maintainer
223 contributors → active community
7 dependents → few downstream users
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
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)!**
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<b>Bridge the gap between deep code graphs and AI context.</b>
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<a href="https://pypi.org/project/codegraphcontext/">
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<a href="https://pypi.org/project/codegraphcontext/">
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<a href="LICENSE">
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<a href="https://discord.gg/VCwUdCnn">
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<a href="https://github.com/CodeGraphContex Read full README on GitHub → Get the weekly AgentRank digest
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