PCIRCLE-AI/toonify-mcp

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# Toonify MCP

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![Toonify MCP — context compression for Claude Code](docs/social-preview/v3-before-after.svg)

Context compression plugin for Claude Code. Automatically trims large tool output—JSON, CSV, YAML, stack traces, and logs—before it enters the context window.

Works as a Claude Code plugin (automatic, zero-config) or as an MCP server (on-demand).

## Features

- Compresses large JSON, CSV, YAML, and API responses
- Reduces long test failures and stack traces
- Runs automatically in the background—no change to your Claude Code workflow required

## Limitations

Skipped for short text, very small files, and content where exact original formatting must be preserved.

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