Plugins · pcircle-ai/toonify-mcp

toonify-mcp

Local context compression for Claude Code workflows, including structured data, debug-heavy output, and supported source files.

CLEARED_STATICclaude-onlyv0.7.2

Pipeline results

Coverage

CLEARED_STATIC

Tests run

7 / 8

Portability

Claude-only

Type

Plugins

Tests & results

What the pipeline checked

TestStateResult or reason

eligibilityranall eligibility checks passed

dedupranunique -- no near-duplicate found

clocran17905 code lines / 99 files

secretsranno secret patterns matched

egressran2 lexical match(es) — FLAG-INFO (C-01: semantic analysis deferred to v2)

injectionranno patterns matched (confidence: STANDARD)

required-fieldsranrequired fields present: name, version, description

behaviouraldeferredbehavioural assessment deferred (v1): 15 JS/TS entry point(s)

Coverage

Not assessed

behavioural execution not run
egress patterns logged (FLAG-INFO): 2 lexical match(es)

README

From the repository

# Toonify MCP

**[English](README.md) | [繁體中文](README.zh-TW.md) | [日本語](README.ja.md) | [Español](README.es.md) | [Français](README.fr.md) | [Deutsch](README.de.md) | [한국어](README.ko.md) | [Русский](README.ru.md) | [Português](README.pt.md) | [Tiếng Việt](README.vi.md) | [Bahasa Indonesia](README.id.md)**

![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.

## Installation

```bash
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
```

`toonify-mcp setup` adds the local marketpla…

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