Graphify: An open-source tool that converts codebases into queryable knowledge graphs

Short summary

Graphify is an open-source tool (86k+ GitHub stars) that converts codebases into queryable knowledge graphs using tree-sitter AST parsing and optional LLM-based semantic extraction. It outputs graph JSON, interactive HTML visualizations, Markdown reports, and Obsidian vaults. Testing on a 4-file project correctly identified 3 logical communities and central abstractions, while a 49-file corpus showed 71.5x fewer tokens per query versus reading raw files.

• •Graphify maps codebases into queryable knowledge graphs using tree-sitter and optional Claude/GPT
• •Outputs include interactive visualizations, community detection, and Obsidian vaults
• •Reported 71.5x token reduction when querying codebases via graph vs raw files

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