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Integrates with the Zipic app for macOS to provide image compression and optimization capabilities through quickCompress...

Created byApr 23, 2025

Zipic MCP Server

A Model Context Protocol server that provides image compression capabilities. This server enables LLMs to compress and optimize images through simple and advanced compression tools. This is a Swift implementation of a zipic MCP server using the MCP Swift SDK.
![Swift Platform](https://img.shields.io/badge/platform-macOS-lightgrey) ![License](https://img.shields.io/badge/license-MIT-blue)

Features

  • **Quick Image Compression**: Rapidly compress images with default settings
  • **Advanced Compression**: Fine-tune compression settings including quality level, format, and dimensions
  • **Multiple Format Support**: Output images in JPEG, WebP, HEIC, AVIF, or PNG formats
  • **Batch Processing**: Compress multiple images or entire directories at once
  • **Size Preservation Option**: Choose to replace original files or save alongside them

Available Tools

  • `quickCompress` - Quickly compress images with default settings * `urls` (array, required): Array of file paths pointing to images or directories containing images
  • `advancedCompress` - Compress images with fine-tuned settings * `urls` (array, required): Array of file paths pointing to images or directories containing images * `level` (integer, optional): Compression level from 1-6 (1=highest quality, 6=maximum compression) * `format` (string, optional): Output format ("original", "jpeg", "webp", "heic", "avif", "png") * `width` (integer, optional): Target width for resizing (0 for auto-adjustment) * `height` (integer, optional): Target height for resizing (0 for auto-adjustment) * `suffix` (string, optional): Custom suffix for compressed file names * `directory` (string, optional): Output directory path for compressed images

Installation

Option 1: One-Line Installation (curl)

The easiest way to install is with the one-line installer, which automatically downloads the latest version and installs it to `~/.local/bin` in your home directory:
The installer will:
  • Create `~/.local/bin` if it doesn't exist
  • Add this directory to your PATH (in .zshrc or .bashrc)
  • Download and install the latest version
  • Make the binary executable

Option 2: Build from Source

  1. Clone the repository: ```bash git clone https://github.com/okooo5km/zipic-mcp-server.git cd zipic-mcp-server ```
  1. Build the project: ```bash swift build -c release ```
  1. Install the binary: ```bash # Install to user directory (recommended, no sudo required) mkdir -p ~/.local/bin cp $(swift build -c release --show-bin-path)/zipic-mcp-server ~/.local/bin/ ``` Make sure `~/.local/bin` is in your PATH by adding to your shell configuration file: ```bash echo 'export PATH="$HOME/.local/bin:$PATH"' >> ~/.zshrc # or ~/.bashrc source ~/.zshrc # or source ~/.bashrc ```

Command Line Arguments

The server supports the following command line arguments:
  • `-h, --help`: Display help information about the server, its usage, and available options
  • `-v, --version`: Display the version number of the zipic-mcp-server
Example usage:

Configure for Claude.app

Add to your Claude settings:

Configure for Cursor

Add the following configuration to your Cursor editor's Settings - mcp.json:

Example System Prompt

You can use the following system prompt to help Claude utilize the zipic-mcp-server effectively:

Development Requirements

  • Swift 6.0 or later
  • macOS 14.0 or later
  • MCP Swift SDK 0.2.0 or later

Usage Examples

Quick Compression

Advanced Compression

Use Cases

  • **Website Optimization**: Reduce image sizes for faster web performance
  • **Storage Management**: Compress large photo libraries to save disk space
  • **Format Conversion**: Convert between image formats for compatibility
  • **Batch Processing**: Process multiple images with consistent settings
  • **Social Media Preparation**: Optimize images for specific platforms

Version History

See GitHub Releases for version history and changelog.

Support the Project

If you find Zipic MCP Server helpful, please consider supporting its development:
  • Star the project on GitHub
  • Report bugs or suggest features
  • Support via:

License

zipic-mcp-server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License.

About

A Swift implementation of an image compression server for Model Context Protocol (MCP), enabling AI assistants to compress and optimize images directly. This project is built using the MCP Swift SDK.