G
Graphify-Labs/graphify
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.
View on GitHub ↗Link checked 2026-11-12 · HTTP 200 · opens the vendor's own site
Editor's verdict
Live and reachable
- Maintained as of 2026-11-01 — 2 days ago, with 1650 open issues.
- The page this entry links to answered HTTP 200 at https://github.com/Graphify-Labs/graphify on 2026-11-02.
Checked 2026-11-02 · HTTP 200 · 491389 B · 37 KB page
Data from our own checks of the live site, verified 2026-11-02.
Install & config
- Copy the command above
- Paste it as one entry under
mcpServersinclaude_desktop_config.json— local servers take command + args (example: clients) - Restart your client
Client config (built from the install command this repo gives)
{
"mcpServers": {
"graphify-labs-graphify": {
"command": "uv",
"args": ["tool", "install", "graphifyy"]
}
}
}Parsed from the README we fetched on 2026-10-26; we have not executed it.
command/args come from the install command the repository states. When it is ambiguous, the project README wins.
VS Code (.vscode/mcp.json - the key is servers)
{
"servers": {
"graphify-labs-graphify": {
"command": "uv",
"args": ["tool", "install", "graphifyy"]
}
}
}Same server, but VS Code keeps it under <code>servers</code>.
Claude Code (command line)
claude mcp add --transport stdio graphify-labs-graphify -- uv tool install graphifyy
Claude Code does not read a config file; add the server with this command.
Key names differ by client: Clients & CLI
- Star count
- 147,212 ★ · Graphify-Labs/graphify · read from the GitHub search API · (checked 2026-11-13 20:00:50)
- Source
- read directly from its GitHub page · type: MCP server
- Harvest history
- first seen 2026-10-26 · last seen 2026-11-14 · seen 21× · listed by 1 sources
- Install
uv tool install graphifyy
FAQ (answers come from our records)
How do I install it?
The repository provides this install command:
uv tool install graphifyy. It comes from the repository itself; we cannot guarantee it runs as-is in your client.Who is it for?
We have no tags recorded for it yet.
Who maintains it?
repository
Graphify-Labs/graphify；first catalogued 2026-10-26；last seen 2026-11-14。There is no official certification or quality rating here — we record sources and dates only.# graphify
以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →
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.
/graphify . # works on any folder - your codebase, notes, papers, anything
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)
├── GRAPHREPORT.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:
/graphify .
Manual install (curl)
bash
mkdir -p ~/.claude/skills/graphify
curl -fsSL https://raw.githubusercontent.com/safishamsi/graphify/v1/skills/graphify/skill.md \
> ~/.claude/skills/graphify/SKILL.md
Add to ~/.claude/CLAUDE.md:
graphify (~/.claude/skills/graphify/SKILL.md) - any input to knowledge graph. Trigger: /graphify
When the user types /graphify, invoke the Skill tool with skill: "graphify" before doing anything else.
## Usage
/graphify # run on current directory
/graphify ./raw # run on a specific folder
/graphify ./raw --mode deep # more aggressive INFERRED edge extraction
/graphify ./raw --update # re-extract only changed files, merge into existing graph
/graphify add https://arxiv.org/abs/1706.03762 # fetch a paper, save, update graph
/graphify add https://x.com/karpathy/status/... # fetch a tweet
/graphify query "what connects attention to the optimizer?"
/graphify path "DigestAuth" "Response"
/graphify explain "SwinTransformer"
/graphify ./raw --watch # auto-sync graph as files change (code: instant, docs: notifies you)
/graphify ./raw --wiki # build agent-crawlable wiki (index.md + article per community)
/graphify ./raw --svg # export graph.svg
/graphify ./raw --graphml # export graph.graphml (Gephi, yEd)
/graphify ./raw --neo4j # generate cypher.txt for Neo4j
/graphify ./raw --mcp # start MCP stdio server
graphify hook install # post-commit git hook - rebuilds graph on every commit automatically
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.
/graphify . # works on any folder - your codebase, notes, papers, anything
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)
├── GRAPHREPORT.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:
/graphify .
Manual install (curl)
bash
mkdir -p ~/.claude/skills/graphify
curl -fsSL https://raw.githubusercontent.com/safishamsi/graphify/v1/skills/graphify/skill.md \
> ~/.claude/skills/graphify/SKILL.md
Add to ~/.claude/CLAUDE.md:
graphify (~/.claude/skills/graphify/SKILL.md) - any input to knowledge graph. Trigger: /graphify
When the user types /graphify, invoke the Skill tool with skill: "graphify" before doing anything else.
## Usage
/graphify # run on current directory
/graphify ./raw # run on a specific folder
/graphify ./raw --mode deep # more aggressive INFERRED edge extraction
/graphify ./raw --update # re-extract only changed files, merge into existing graph
/graphify add https://arxiv.org/abs/1706.03762 # fetch a paper, save, update graph
/graphify add https://x.com/karpathy/status/... # fetch a tweet
/graphify query "what connects attention to the optimizer?"
/graphify path "DigestAuth" "Response"
/graphify explain "SwinTransformer"
/graphify ./raw --watch # auto-sync graph as files change (code: instant, docs: notifies you)
/graphify ./raw --wiki # build agent-crawlable wiki (index.md + article per community)
/graphify ./raw --svg # export graph.svg
/graphify ./raw --graphml # export graph.graphml (Gephi, yEd)
/graphify ./raw --neo4j # generate cypher.txt for Neo4j
/graphify ./raw --mcp # start MCP stdio server
graphify hook install # post-commit git hook - rebuilds graph on every commit automatically
Listed badge (optional)
Copy this line into the README if you want the listing mark. Optional, and it does not affect being listed.
[](https://anclum.com/en/s/graphify-labs-graphify/)
- Source
- github · https://github.com/Graphify-Labs/graphify
- Traction
- 147,212 ★
- added
- today