graphify
Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools.
Why this score
Popularity score: 96/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 86c57be82046, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.llm.py, serve.py and 2 more
- Runs shell commands Common for dev tools. Read the commands it runs.pi/index.ts:1, skill-agents.md:694, skill-amp.md:694 and 24 more
- Makes network requestssecurity.py:180 and 2 more
Web addresses in its code:
- app.graphify.com__main__.py:1069
- claude.aillm.py:1841
- api.anthropic.comllm.py:130
- api.deepseek.comllm.py:195
- api.moonshot.aillm.py:141
- api.openai.comllm.py:178
- cdn.jsdelivr.netcallflow_html.py:1708
- d3js.orgtree_html.py:282
- export.arxiv.orgingest.py:184
- generativelanguage.googleapis.comllm.py:163
- nodejs.orgextractors/resolution.py:758
- publish.twitter.comingest.py:121
- unpkg.comexporters/html.py:733
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Nothing from another maker does quite the same job yet.