
Graphify
Open-source skill that builds queryable, multi-modal knowledge graphs from code, docs, papers and diagrams for AI coding assistants.
graphify.net →About
Graphify is an open-source (MIT) tool that helps AI coding assistants like Claude Code, OpenAI Codex and OpenCode understand codebases by building a queryable knowledge graph from code, documentation, research papers and diagrams. It combines Tree-sitter static analysis with LLM-driven semantic extraction and Leiden community detection to produce interactive HTML, JSON and Markdown outputs, identifying key 'god nodes' and surprising connections. Distributed on PyPI, it integrates via /graphify commands and reduces query token usage dramatically. It is aimed at developers and teams using AI coding assistants on complex, multi-modal repositories.





