100x Engineers
May 30, 2026
Graphify: Free Tool to Reduce Claude Code Token Usage by 71x
TL;DR
Graphify is a free tool that creates a knowledge graph of your codebase to reduce Claude Code token consumption by 71x, making a $20 monthly plan last significantly longer.
Key Takeaways
- 1Claude Code rereads entire codebases on each session, consuming thousands of tokens before any work begins
- 2Graphify maps your codebase as a knowledge graph, allowing Claude to reference it without rereading files
- 3Users can extend their monthly token budget from 2 days to a full month with this optimization
- 4The tool works across multiple AI coding assistants including Cursor, Gemini CLI, and Copilot
Notable Quotes
“Every time you open a new Claude code session, it rereads your entire code base from scratch. All your files, all your functions, thousands of tokens gone before you've even typed anything.”
“This leads to literally 71 times fewer tokens consumed.”
Chapters
1. The Token Problem with Claude Code
Every new Claude Code session rereads the entire codebase, consuming thousands of tokens immediately, causing users to exhaust their $20 monthly plan in just 2 days.
2. Introducing Graphify
Graphify is a free tool that reads the codebase once and creates a comprehensive knowledge graph mapping all functions, connections, and relationships.
3. How Graphify Works
Instead of rereading files each time, Claude Code navigates the pre-built knowledge graph, reducing token consumption by 71x and extending the monthly plan duration.
4. Compatibility & Availability
Graphify works with Claude Code, Cursor, Gemini CLI, and Copilot, making it a universal solution for token optimization across coding assistants.
Key People & Entities
- Graphify
- Free tool that creates knowledge graphs to optimize token usage in AI coding assistants
- Claude Code
- AI coding assistant by Anthropic with token-based pricing plans
- Cursor
- AI-powered code editor compatible with Graphify
- Copilot
- Microsoft's AI coding assistant compatible with Graphify
- Gemini CLI
- Google's command-line AI coding tool compatible with Graphify
Glossary
- Token
- A unit of text used by Claude and other AI models; larger codebases and longer conversations consume more tokens
- Knowledge Graph
- A structured representation of information showing relationships between entities (functions, files, connections) in a codebase
- Claude Code
- An AI coding assistant by Anthropic that helps developers write and debug code