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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.

What it does

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.

Summary based on the GitHub description (opens in a new tab)

What the README covers

  • See it in action
  • What it does
  • Benchmarks: 0.497 recall@10, 0 LLM credits
  • Documentation
  • Prerequisites
  • Install
  • Make your assistant always use the graph
  • CLI skills or MCP instructions?
  • What's in the report
  • What files it handles: ~40 languages
  • Common commands
  • Ignoring files

Getting started

Excerpt from the README · Checked 15 Oct 2026

bash
uv tool install graphifyy      # install the CLI (or: pipx install graphifyy)
graphify install               # detects your assistant and registers the skill

Shown exactly as published. Top 200 Repos has not run or tested it. View in README (opens in a new tab)

Ranking trend

Global rank in each recorded snapshot. A lower number is a higher rank.

Global Rank · 2 Observed Snapshots · Lower Is Better · Gaps Indicate Missing Ranks

From #88 to #69 across 2 snapshots since 15 Oct 2026.

What people build with it

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