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graphify MCP Server

Graphify-Labs/graphify

Score: 82.3 Rank #1407 Search & RAG
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Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

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Overview

Graphify-Labs/graphify is a Python tool licensed under Apache-2.0. Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store. Topics: claude-code, graphrag, knowledge-graph, codex, openclaw, skills, antigravity, gemini, leiden, rag, tree-sitter, ai-agents, ast, code-analysis, code-search, cursor, developer-tools, llm, mcp.

Ranked #1407 out of 24840 indexed tools.

In the top 6% of all indexed tools.

Has 121,259 GitHub stars.

Has 274 contributors.

Actively maintained with commits in the last week.

Ecosystem

Python Apache-2.0
claude-codegraphragknowledge-graphcodexopenclawskillsantigravitygeminileidenragtree-sitterai-agentsastcode-analysiscode-searchcursordeveloper-toolsllmmcp

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 121,259

121,259 stars → extremely popular

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 42%

1085/2555 issues closed → many open issues

Contributors 10% 274

274 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 11,691
Description Detailed
License Apache-2.0

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

How to Improve

Issue Health high impact

You have 1470 open vs 1085 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for Graphify-Labs/graphify
[![AgentRank](https://agentrank-ai.com/api/badge/tool/Graphify-Labs--graphify)](https://agentrank-ai.com/tool/Graphify-Labs--graphify/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/Graphify-Labs--graphify/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/Graphify-Labs--graphify" alt="AgentRank"></a>

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Matched Queries

topic:mcp

From the README

<p align="center">
  <a href="https://graphify.com"></a>
</p>

<p align="center">
  <a href="https://trendshift.io/repositories/25296?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-25296" target="_blank" rel="noopener noreferrer"></a>
</p>

<div align="center">
<details><summary><b>Read this in other languages</b></summary>

🇺🇸 <a href="README.md">English</a> | 🇨🇳 <a href="docs/translations/README.zh-CN.md">简体中文</a> | 🇯🇵 <a href="docs/translations/README.ja-JP.md">日本語</a> | 🇰🇷 <a href="docs/translations/README.ko-KR.md">한국어</a> | 🇩🇪 <a href="docs/translations/README.de-DE.md">Deutsch</a> | 🇫🇷 <a href="docs/translations/README.fr-FR.md">Français</a> | 🇪🇸 <a href="docs/translations/README.es-ES.md">Español</a> | 🇮🇳 <a href="docs/translations/README.hi-IN.md">हिन्दी</a> | 🇧🇷 <a href="docs/translations/README.pt-BR.md">Português</a> | 🇷🇺 <a href="docs/translations/README.ru-RU.md">Русский</a> | 🇸🇦 <a href="docs/translations/README.a
Read full README on GitHub →

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