Toonify MCP
Supports UIby pcircle-ai
Context compression for Claude Code that trims large JSON, logs, and stack traces to optimize token usage.
What it does
Toonify MCP is a specialized context compression tool designed for Claude Code and other MCP workflows. It automatically reduces the footprint of large structured data—such as JSON, CSV, YAML, and detailed stack traces—before they are sent to the LLM's context window, preventing token overflow and reducing costs while preserving essential information.
Tools
compress_context: Trims and compresses large blocks of structured data or logs.analyze_token_usage: Estimates current context window consumption.
Installation
To install and set up 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
For MCP server mode:
toonify-mcp setup mcp
Supported hosts
- Claude Desktop
- Claude Code
Quick install
npm install -g toonify-mcp && toonify-mcp setupInformation
- Pricing
- free
- Published
- 5/4/2026
- stars
- 0
Categories
Choose your AI client and follow the steps below.
Claude Desktop
Run `toonify-mcp setup mcp` to automatically configure your claude_desktop_config.json.Related Apps
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