Graphify reduces Claude Code's token costs by 60% by parsing codebases locally into a queryable knowledge graph to prevent repetitive context loading.

Graphify is an open-source optimization tool that addresses the high token consumption of AI coding assistants like Claude Code. Instead of repeatedly uploading the entire codebase for context during each prompt, Graphify uses tree-sitter to parse project files locally and generate a structural knowledge graph. Claude Code can then query this graph to understand relationships, dependencies, and key concepts, resulting in a reported 60% reduction in token costs while maintaining deep codebase context.