Toonify MCP

Name: Toonify MCP
Availability: InStock
Author: pcircle-ai

Supports UI

by pcircle-ai

Context compression for Claude Code that trims large JSON, logs, and stack traces to optimize token usage.

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Works in:claude

Exposes:Tools

View on GitHub Docs

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 setup

Information

Pricing: free
Published: 5/4/2026
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