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toonify-mcp
toonify-mcp logo

toonify-mcp

Active·★ 67·MIT·Updated 2026-08-16

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
$ Install
$ git clone https://github.com/PCIRCLE-AI/toonify-mcp.git && cd toonify-mcp && npm install && npm run build && npm install -g . && toonify-mcp setup && toonify-mcp doctor
↗ Visit site★ GitHub
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

Compatibility

Claude Code
Client
Verified via docs
Node.js
Runtime
Verified via docs
Cross-platform
OS
Verified via docs
03

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
04

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
05

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On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
PCIRCLE-AI /
toonify-mcp
↗

Automatic token optimization for Claude Code and MCP workflows, including structured data and source code compression.

67MIT
Last commit2mo ago
StatusActive
CategoryWorkflow Automation
Links
Documentation↗Discussion↗Issues↗Releases↗
Cloud Infrastructure
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