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graphify

Runs locallyApache-2.0 OR MITUpdated on Nov 10, 2026145,774GitHub starsNo API key needed

graphify turns a codebase, plus the documentation, database schemas, configuration files and PDFs around it, into a knowledge graph that a coding assistant can query, with code parsed locally by tree-sitter and no vector store.

InstallRepository Checked on Nov 15, 2026

What it does

graphify turns a codebase, plus the documentation, database schemas, configuration files and PDFs around it, into a knowledge graph that a coding assistant can query, with code parsed locally by tree-sitter and no vector store. Its output is an interactive HTML graph, a Markdown report and a JSON file. An optional MCP server over stdio, installed with the package's mcp extra, lets an agent query the graph. Code-only extraction runs offline without an API key; documents and images need a model, either the assistant's own session or a provider key for headless runs. The PyPI package is graphifyy with a double y; the publisher warns that similarly named packages are not theirs.

Capabilities

  • Build a knowledge graph of a codebase and its docs
  • Query the graph from an assistant over MCP
  • Write an HTML graph view and a Markdown report