Automatically optimizes token usage for Claude Code and MCP workflows by compressing structured data and source code.
Sponsored
Toonify is an innovative developer tool designed to significantly reduce token usage for teams working with large structured data payloads (JSON, CSV, YAML) and source code (TypeScript, Python, Go) in Claude Code and MCP environments. It integrates seamlessly as a Claude Code plugin or an MCP server, automatically optimizing content sent to model contexts through a sophisticated pipeline architecture. This results in substantial token savings—typically 25-66% for structured data and 20-48% for source code—without requiring changes to daily workflows, enhancing efficiency and cost-effectiveness when interacting with large language models.
Características Principales
0125-66% Token Reduction for JSON, CSV, YAML data
0220-48% Code Compression for TypeScript, Python, Go source code
03Extensible Pipeline Architecture for detection, compression, and evaluation
04Fully Automatic operation via PostToolUse hook in Plugin Mode
05Enhanced Caching with TTL expiration and optional disk persistence
0630 GitHub stars
Casos de Uso
01Reducing token costs when regularly sending large structured data payloads (JSON, CSV, YAML) to model contexts.
02Optimizing token usage for TypeScript, Python, and Go source code submitted to Claude Code.
03Automating content compression in Claude Code workflows to improve efficiency and reduce manual effort.
