Graphify-Labs/graphify

What is it?

Key features

• 01Builds a knowledge graph from code, docs, SQL schemas, configs and PDFs.
• 02Parses about 40 programming languages locally with tree-sitter AST, with no LLM required for code.
• 03Tags each edge as EXTRACTED or INFERRED to separate explicit links from inferred ones.
• 04Answers questions with query, shortest-path tracing with path, and concept explanation with explain.
• 05Installs as a skill for Claude Code, Cursor, Codex, Gemini CLI and other assistants, and offers an MCP server.

Use cases

• Onboarding onto an unfamiliar codebase by asking an assistant how modules connect.
• Letting AI coding agents look up architecture relationships instead of re-reading many files each session.
• Tracing dependencies between services, schemas and documentation in a single graph.
• Sharing a committed graph.json so a team queries the same project context.

Quick start

1. 1

   Install the CLI with uv

   uv tool install graphifyy
2. 2

   Register the skill with your AI assistant

   graphify install
3. 3

   In your AI assistant, run graphify on the project

   /graphify .

Things to know

• !Docs, PDFs, images and video need your assistant's model or a configured API key for the semantic pass.
• !Installation requires Python 3.10+ and uv or pipx.

Topics

FAQ

What is graphify?

Turns a codebase, its docs, schemas and PDFs into a queryable knowledge graph for AI coding assistants, built locally with tree-sitter AST parsing. Graphify maps a project into a knowledge graph so an AI coding assistant can answer questions by traversing relationships instead of grepping through files. Running /graphify in Claude Code, Cursor, Codex, Gemini CLI and other supported assistants produces an interactive graph.html, a GRAPH_REPORT.md summary of key concepts and communities, and a graph.json that can be queried later with graphify query, path and explain.

Is graphify free to use? What license does it have?

graphify is open source under the Apache-2.0 license. Check the license terms before using it in commercial products.

Is graphify still maintained?

Actively maintained. The last commit to graphify was on Oct 16, 2026.

What can I use graphify for?

Onboarding onto an unfamiliar codebase by asking an assistant how modules connect. Letting AI coding agents look up architecture relationships instead of re-reading many files each session. Tracing dependencies between services, schemas and documentation in a single graph. Sharing a committed graph.json so a team queries the same project context.

How do I install graphify?

Install the CLI with uv: uv tool install graphifyy Register the skill with your AI assistant: graphify install In your AI assistant, run graphify on the project: /graphify .

Where can I get graphify?

The source code and installation instructions are on GitHub: https://github.com/Graphify-Labs/graphify