# Toonify Mcp

> Context compression plugin for Claude Code. Trims large JSON, logs, stack traces, and source files before they enter the context window.

- **Type:** MCP server
- **Install:** `agentstack add mcp-pcircle-ai-toonify-mcp`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [PCIRCLE-AI](https://agentstack.voostack.com/s/pcircle-ai)
- **Installs:** 0
- **Category:** [Integrations](https://agentstack.voostack.com/c/integrations)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [PCIRCLE-AI](https://github.com/PCIRCLE-AI)
- **Source:** https://github.com/PCIRCLE-AI/toonify-mcp
- **Website:** https://toonify.pcircle.ai/

## Install

```sh
agentstack add mcp-pcircle-ai-toonify-mcp
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# 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)**

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 marketplace and installs, updates, or re-enables the plugin automatically.

## Check status

```bash
toonify-mcp status
```

## MCP mode (optional)

```bash
toonify-mcp setup mcp
claude mcp list
```

`claude mcp list` should show `toonify: toonify-mcp - ✓ Connected`.

## Docs

- Site: https://toonify.pcircle.ai/
- Benchmarks: https://toonify.pcircle.ai/benchmarks.html
- Privacy: https://toonify.pcircle.ai/privacy.html
- Terms: https://toonify.pcircle.ai/terms.html
- [benchmarks.html](docs/benchmarks.html)
- [CHANGELOG.md](CHANGELOG.md)
- [CONTRIBUTORS.md](CONTRIBUTORS.md)

## Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [PCIRCLE-AI](https://github.com/PCIRCLE-AI)
- **Source:** [PCIRCLE-AI/toonify-mcp](https://github.com/PCIRCLE-AI/toonify-mcp)
- **License:** MIT
- **Homepage:** https://toonify.pcircle.ai/

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/mcp-pcircle-ai-toonify-mcp
- Seller: https://agentstack.voostack.com/s/pcircle-ai
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.