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…/graphify-labs/graphify
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graphify

bygraphify-labs· 1 MCP server

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Code Review & Refactor

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TL;DR

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.

How to install graphify?

graphify-labs/graphify
$git clone https://github.com/graphify-labs/graphify

Installs into the current project.

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Install & use

Install graphify by running `git clone https://github.com/graphify-labs/graphify`, then use it for the current task and follow its documentation at https://github.com/graphify-labs/graphify.

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README.md
1# graphify
2 
3[![CI](https://github.com/safishamsi/graphify/actions/workflows/ci.yml/badge.svg?branch=v1)](https://github.com/safishamsi/graphify/actions/workflows/ci.yml)
4 
5**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.
6 
7Fully 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.
8 
9> 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.
10 
11```
12/graphify . # works on any folder - your codebase, notes, papers, anything
13```
14 
15```
16graphify-out/
17├── graph.html interactive graph - click nodes, search, filter by community
18├── obsidian/ open as Obsidian vault
19├── wiki/ Wikipedia-style articles for agent navigation (--wiki)
20├── GRAPH_REPORT.md god nodes, surprising connections, suggested questions
21├── graph.json persistent graph - query weeks later without re-reading
22└── cache/ SHA256 cache - re-runs only process changed files
23```
24 
25## Install
26 
27**Requires:** [Claude Code](https://claude.ai/code) and Python 3.10+
28 
29```bash
30pip install graphifyy && graphify install
31```
32 
33> The PyPI package is temporarily named `graphifyy` while the `graphify` name is being reclaimed. The CLI and skill command are still `graphify`.
34 
35> **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.
36> **macOS (externally managed):** Use `pipx install graphifyy` if `pip install` fails with an "externally-managed-environment" error.
37 
38Then open Claude Code in any directory and type:
39 
40```
41/graphify .
42```
43 
44<details>
45<summary>Manual install (curl)</summary>
46 
47```bash
48mkdir -p ~/.claude/skills/graphify
49curl -fsSL https://raw.githubusercontent.com/safishamsi/graphify/v1/skills/graphify/skill.md \
50 > ~/.claude/skills/graphify/SKILL.md
51```
52 
53Add to `~/.claude/CLAUDE.md`:
54 
55```
56- **graphify** (`~/.claude/skills/graphify/SKILL.md`) - any input to knowledge graph. Trigger: `/graphify`
57When the user types `/graphify`, invoke the Skill tool with `skill: "graphify"` before doing anything else.
58```
59 
60</details>
61 
62## Usage
63 
64```
65/graphify # run on current directory
66/graphify ./raw # run on a specific folder
67/graphify ./raw --mode deep # more aggressive INFERRED edge extraction
68/graphify ./raw --update # re-extract only changed files, merge into existing graph
69 
70/graphify add https://arxiv.org/abs/1706.03762 # fetch a paper, save, update graph
71/graphify add https://x.com/karpathy/status/... # fetch a tweet
72 
73/graphify query "what connects attention to the optimizer?"
74/graphify path "DigestAuth" "Response"
75/graphify explain "SwinTransformer"
76 
77/graphify ./raw --watch # auto-sync graph as files change (code: instant, docs: notifies you)
78/graphify ./raw --wiki # build agent-crawlable wiki (index.md + article per community)
79/graphify ./raw --svg # export graph.svg
80/graphify ./raw --graphml # export graph.graphml (Gephi, yEd)
81/graphify ./raw --neo4j # generate cypher.txt for Neo4j
82/graphify ./raw --mcp # start MCP stdio server
83 
84graphify hook install # post-commit git hook - rebuilds graph on every commit automatically
85```
86 
87Works with any mix of file types:
88 
89| Type | Extensions | Extraction |
90|------|-----------|------------|
91| Code | `.py .ts .js .go .rs .java .c .cpp .rb .cs .kt .scala .php` | AST via

Preview

graphify-labs/graphifygraphify-labs/graphify

# graphify

[![CI](https://github.com/safishamsi/graphify/actions/workflows/ci.yml/badge.svg?branch=v1)](https://github.com/safishamsi/graphify/actions/workflows/ci.yml)

**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 extrac

Repographify-labs/graphify
TypeMCP Servers
CategoryCode Review & Refactor
UpdatedJul 2026
LicenseApache-2.0
First seenJul 27, 2026

Tags

MCPai-agentsantigravity

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