Remix Icon MCP

Remix Icon MCP

English | 简体中文

A powerful icon search and recommendation service built on Cloudflare Workers, providing intelligent icon discovery through advanced semantic matching algorithms.

Features

• Smart Icon Search: Find icons based on natural language descriptions using multiple similarity algorithms
• Multi-language Support: Optimized for both English and Chinese text input
• Category Management: Browse and search icons by categories
• Advanced Matching: Uses multiple algorithms for better search results:
  • Jaccard Similarity
  • N-gram Matching
  • Category Matching
  • Exact Matching
  • Levenshtein Distance
  • Name Matching
  • Tag-based Matching
• Inverted Index: Fast preliminary search using an inverted index
• Caching: LRU caching for improved performance

API Endpoints

Find Icons

findIcons(description: string): ResponseContent[]

Finds icons based on user description, returns top 5 recommendations with similarity scores.

Get Icon Categories

getIconCategories(): ResponseContent[]

Returns a list of all available icon categories.

Find Icons by Category

findIconsByCategory(description: string, category: string): ResponseContent[]

Searches for icons within a specific category based on description, returns top 5 recommendations.

Project Structure

.
├── src/                   # Source code directory
│   ├── index.ts           # Main entry point
│   ├── data/              # Data files including icon catalog
│   ├── domain/            # Domain models and services
│   │   ├── icon/          # Icon domain models
│   │   └── search/        # Search functionality
│   ├── infrastructure/    # Infrastructure components
│   │   ├── logging/       # Logging utilities
│   │   └── result/        # Result handling
│   └── utils/             # Utility functions
│       ├── similarity/    # Similarity calculation algorithms
│       └── text/          # Text processing utilities
├── tests/                 # Test files
│   ├── integration/       # Integration tests
│   └── unit/              # Unit tests
└── wrangler.jsonc         # Cloudflare Workers configuration

Technical Details

• Built on Cloudflare Workers platform
• Uses LRU caching for performance optimization
• Implements weighted multi-algorithm similarity scoring
• Supports both character and word-level matching for Chinese text
• Configurable similarity thresholds and weights
• Uses inverted index for faster preliminary search

Performance Optimization

• Implements caching with LRU (Least Recently Used) strategy
• Maximum cache size: 2000 entries
• Minimum score threshold: 0.08
• Optimized similarity calculations for both English and Chinese text
• Two-tier search strategy: inverted index for fast preliminary results, followed by detailed scoring

Response Format

All endpoints return responses in the following format:

interface ResponseContent {
    type: 'text';
    text: string;
}

Development

This project is built using TypeScript and Cloudflare Workers. The main functionality is implemented in the RemixIconMCP class which extends WorkerEntrypoint.

Setup and Deployment

# Install dependencies
npm install

# Run development server
npm run dev

# Deploy to Cloudflare Workers
npm run deploy

# Run tests
npm run test

License

MIT License