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graphify

Graphify-Labs/graphify · Updated

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.

Graphify-Labs/graphify is a Python repository in the MCP & Tooling category with 137,369 stars and 13,102 forks on GitHub, released under the Apache-2.0 license, last updated today.

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor
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How to install graphify in your AI client

Setup for Claude Code, Claude Desktop, Cursor, Codex, Windsurf, Cline and VS Code — copy-paste ready.

How to install graphify in Claude CodeAnthropic's agentic CLI

  1. Clone & open

    bash
    git clone https://github.com/Graphify-Labs/graphify.git
cd graphify
claude

  2. Let Claude read it

    Ask “/init” to generate a CLAUDE.md, then have Claude explain, run, or extend the codebase. It reads files on demand.

Documentation

Full README

graphify

A Claude Code skill. Type /graphify in Claude Code - it reads your files, builds a knowledge graph, and gives you back structure you didn't know was there.

Fully multimodal. Drop in code, PDFs, markdown, screenshots, diagrams, whiteboard photos, even images in other languages - graphify uses Claude vision to extract concepts and relationships from all of it and connects them into one graph.

Andrej Karpathy keeps a /raw folder where he drops papers, tweets, screenshots, and notes. graphify is the answer to that problem - 71.5x fewer tokens per query vs reading the raw files, persistent across sessions, honest about what it found vs guessed.

text
/graphify .                        # works on any folder - your codebase, notes, papers, anything
text
graphify-out/
├── graph.html       interactive graph - click nodes, search, filter by community
├── obsidian/        open as Obsidian vault
├── wiki/            Wikipedia-style articles for agent navigation (--wiki)
├── GRAPH_REPORT.md  god nodes, surprising connections, suggested questions
├── graph.json       persistent graph - query weeks later without re-reading
└── cache/           SHA256 cache - re-runs only process changed files

Install

Requires: Claude Code and Python 3.10+

bash
pip install graphifyy && graphify install

The PyPI package is temporarily named graphifyy while the graphify name is being reclaimed. The CLI and skill command are still graphify.

Windows: If graphify is not recognized after install, add the Python Scripts folder to your PATH: %APPDATA%\Python\Python3xx\Scripts (replace 3xx with your Python version, e.g. 313). Or use pipx install graphifyy which handles PATH automatically. macOS (externally managed): Use pipx install graphifyy if pip install fails with an "externally-managed-environment" error.

Then open Claude Code in any directory and type:

text
/graphify .

<details> <summary>Manual install (curl)</summary>

Excerpt — the full document is on GitHub.

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