{"repo":"PCIRCLE-AI/toonify-mcp","free":true,"listed":false,"github":"https://github.com/PCIRCLE-AI/toonify-mcp","clone":"git clone https://github.com/PCIRCLE-AI/toonify-mcp.git","description":"Context compression plugin for Claude Code. Automatically trims large tool output—JSON, YAML, stack traces, and logs—before it enters the context window.","language":"TypeScript","stars":64,"topics":["claude-code-plugin","toon-format","claude-code","developer-tooling","mcp-server","token-optimization","context-compression","context-window","model-context-protocol"],"license":"MIT","category":"mcp-servers","readme_excerpt":"Toonify MCP English 繁體中文 日本語 Español Français Deutsch 한국어 Русский Português Tiếng Việt Bahasa Indonesia Context compression plugin for Claude Code. Automatically trims large tool output—JSON, 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, 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 toonify-mcp setup adds the local marketplace and installs, updates, or re-enables the plugin automatically. Check status MCP mode (optional) claude mcp list should show toonify: toonify-mcp - ✓ Connected . Pipe filter (any agent CLI) toonify-mcp compress reads stdin, compresses what's safe to compress (JSON/YAML → TOON, repetitive logs collapsed; source code, prose, and precision-sensitive numbers pass through untouched), and writes to stdout. It never breaks a pipe — when compression doesn't apply, the input comes out byte-for-byte. This works with any agent CLI, because output is compressed before it enters the model's context. To have an agent adopt it, add a rule to your project's agent instructions (e.g. AGENTS.md ): OpenAI Codex CLI (on-demand) Registers toonify as an MCP server in /.codex/config.toml (a timestamped","default_branch":null,"files":null,"tree":[],"storefront":"/r/PCIRCLE-AI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/PCIRCLE-AI/toonify-mcp/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}