toonify-mcp
Active·★ 64·MIT·Updated 2026-05-23
★ Trending★ Workflow Automation★ Dev Tooling
Automatic token optimization for Claude Code and MCP workflows, including structured data and source code compression.
Toonify MCP helps Claude Code stay lighter when working with large tool output. It compresses large JSON, CSV, YAML, and API responses, making long test failures and stack traces easier to pass through a session. Users keep the same workflow without learning a new one.
#claude-code#claude-code-plugin#developer-tooling#mcp-server#mcp-servers#source-code-compression#token-optimization#toon-format
01
Features
01Compresses large JSON, CSV, YAML, and API responses
02Simplifies long test failures and stack traces
03Keeps the same Claude Code workflow
04Automatic setup with 'toonify-mcp setup'
05Provides status check via 'toonify-mcp status'
02
Quick start
1
$ git clone https://github.com/PCIRCLE-AI/toonify-mcp.git
2
$ cd toonify-mcp
3
$ npm install
4
$ npm run build
5
$ npm install -g .
6
$ toonify-mcp setup
7
$ toonify-mcp doctor
03
Use cases
↳Teams that regularly inspect big tool output
↳Developers who feed logs, stack traces, or source files into Claude Code
↳Anyone who wants less context bloat without extra manual steps
04
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Comments
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- RRiver WhiteMay 26, 2026
Used to reduce API costs on large codebase analysis tasks by 30-40%
- SSpencer ThompsonMay 10, 2026
Automatic token optimization for Claude Code is a practical cost reduction tool
- RRiver KimApr 3, 2026
The structured context compression maintains semantic content while reducing token count
- MMorgan JacksonApr 2, 2026
Good for teams with high Claude Code usage who want to optimize spend