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toonify-mcp

by PCIRCLE-AI·★ 63·Score 46

Context compression plugin for Claude Code that trims large JSON, logs, and source files.

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Overview

Toonify MCP is a context compression plugin for Claude Code designed to automatically trim large tool outputs including JSON, CSV, YAML, stack traces, and logs before they enter the context window. It works both as a Claude Code plugin with zero configuration or as an MCP server on-demand. The plugin intelligently skips short text, very small files, and content where exact original formatting must be preserved, focusing on reducing context usage without losing essential information.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

you:Reducing context window usage when working with large JSON or API responses
you:Shortening verbose test failures and stack traces for more efficient debugging
you:Compressing large logs or source files without losing important information
you:What file types can Toonify MCP compress?
you:Does Toonify MCP modify the original data?

When to choose this

Choose this when working with Claude Code and frequently encountering context window issues due to large JSON, logs, or stack traces.

When NOT to choose this

Don't choose this if you need exact original formatting preserved or for very short text content that doesn't benefit from compression.

Tools this server exposes

1 tool extracted from the README
  • toonify

    Compresses large JSON, CSV, YAML, and API responses to reduce context window usage.

Comparable tools

context-compressor-mcpcompress-mcpsmart-trimmer

Installation

Install Toonify MCP as a Claude Code plugin:

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

For MCP mode:

toonify-mcp setup mcp
claude mcp list

Claude Desktop configuration snippet:

{
  "mcpServers": {
    "toonify": {
      "command": "toonify-mcp",
      "args": []
    }
  }
}

FAQ

What file types can Toonify MCP compress?
The plugin can compress large JSON, CSV, YAML, API responses, test failures, stack traces, and logs.
Does Toonify MCP modify the original data?
It trims and compresses content but preserves important information. It skips short text, small files, and content where exact formatting must be preserved.

Compare toonify-mcp with

toonify-mcp vs ultimate_mcp_servertoonify-mcp vs mcp-server-charttoonify-mcp vs everythingtoonify-mcp vs filesystemtoonify-mcp vs time
GitHub →

Last updated · Auto-generated from public README + GitHub signals.