README.md•9.94 kB
# 🌸 K-Beauty MCP Server
A Model Context Protocol (MCP) server that provides comprehensive Korean Beauty (K-Beauty) information through **real-time web search** and curated knowledge.
## ✨ Features
### 📸 **AI-Powered Skin Analysis**
- **Photo Upload Analysis**: Upload your selfie for personalized skin analysis
- **Zone-by-Zone Assessment**: T-zone, cheeks, eye area, and mouth area analysis
- **Smart Recommendations**: AI-generated K-Beauty routine based on your skin
- **Concern Matching**: Targeted products for specific skin issues (acne, aging, dryness, etc.)
### 🔍 **Real-Time Web Search Integration**
- Live search for K-Beauty products, brands, and ingredients
- Latest reviews and product information
- Up-to-date pricing and availability
- Current trends and recommendations
### 💄 **Comprehensive Brand Database**
- **58+ Major K-Beauty Brands**: From luxury giants to indie darlings
- **Luxury Tier:** Sulwhasoo, Whoo, OHUI, Hera, IOPE, Sum37, Amorepacific
- **Premium Brands:** Laneige, Mamonde, Etude House, Innisfree, The Face Shop
- **Effective/Indie:** COSRX, Beauty of Joseon, Purito, Dear Klairs, Benton
- **Emerging Stars:** Round Lab, Anua, Haruharu Wonder, ABIB, Goodal
- **Medical/Derma:** Dr. Jart+, Medicube, Dr.G, Lab No.4
- **Makeup Leaders:** 3CE, Peripera, CLIO, ROM&ND, Espoir
### 🧪 **Advanced Ingredient Analysis**
- **48+ Key Ingredients**: Traditional hanbang to modern innovations
- **Traditional Korean:** Ginseng, rice water, green tea, mugwort, bamboo
- **K-Beauty Innovations:** Snail mucin, bee venom, fermented ingredients
- **Botanical Extracts:** Centella asiatica, camellia, cherry blossom, lotus
- **Active Compounds:** Niacinamide, hyaluronic acid, ceramides, peptides
- **Unique Minerals:** Volcanic ash, Jeju minerals, sea salt, pearl powder
### 📊 **Complete Product Categories**
- **43+ Product Types**: Every K-Beauty category covered
- **Basic Skincare:** Cleansers, toners, essences, serums, moisturizers
- **Treatment Products:** Exfoliators, masks, spot treatments, anti-aging
- **Makeup:** BB/CC creams, cushions, lip tints, eyeshadows
- **Body Care:** Lotions, hand creams, body oils, scrubs
### 💆♀️ **Personalized Skincare Routines**
- Korean 10-step routine customization
- Skin type-specific recommendations (oily, dry, combination, sensitive)
- Age-appropriate anti-aging routines
- Seasonal skincare adjustments
### 🌍 **Global Accessibility**
- **Multi-language Support:** English and Korean
- **Worldwide Availability:** No API keys required
- **Offline Capability:** Works with curated knowledge base
## 🚀 Quick Start
### Installation
```bash
# Clone or download to your desired location
cd /path/to/your/mcp/servers
git clone <your-repo-url> k-beauty-mcp
cd k-beauty-mcp
# Install dependencies
pip install -r requirements.txt
```
### Claude Desktop Configuration
Add to your Claude Desktop config file (`claude_desktop_config.json`):
```json
{
"mcpServers": {
"k-beauty": {
"command": "python3",
"args": ["/full/path/to/k-beauty-mcp/kbeauty_mcp.py"],
"cwd": "/full/path/to/k-beauty-mcp"
}
}
}
```
**macOS/Linux config location:**
```bash
~/Library/Application Support/Claude/claude_desktop_config.json
```
**Windows config location:**
```bash
%APPDATA%\Claude\claude_desktop_config.json
```
### Quick Test
Restart Claude Desktop and try these queries:
```
"Tell me about COSRX snail essence"
"Recommend a K-Beauty routine for sensitive skin"
"What are the benefits of ginseng in skincare?"
"Compare Sulwhasoo vs Laneige products"
```
## 🛠️ Available Tools
### 1. `search_kbeauty_brands`
Search and get information about K-Beauty brands
```
Input: Brand name or category
Output: Brand details, history, popular products
```
### 2. `get_product_info`
Get detailed product information
```
Input: Brand name, optional product name
Output: Product details, benefits, pricing, reviews
```
### 3. `analyze_ingredients`
Analyze skincare ingredients
```
Input: Ingredient name
Output: Benefits, safety, usage recommendations
```
### 4. `recommend_routine`
Get personalized skincare routines
```
Input: Skin type, concerns, routine type
Output: Step-by-step Korean skincare routine
```
### 5. `compare_products`
Compare multiple K-Beauty products
```
Input: List of products to compare
Output: Side-by-side comparison with pros/cons
```
### 6. `analyze_skin_photo` 🆕
AI-powered facial skin analysis with personalized recommendations
```
Input: Base64 encoded selfie image + optional additional concerns
Output: Zone-by-zone skin analysis + personalized K-Beauty routine
```
### 7. `skin_concern_matcher` 🆕
Match specific skin concerns to targeted K-Beauty products
```
Input: Skin concerns list + skin type + budget preference
Output: Targeted product recommendations for each concern
```
## 💡 Example Interactions
### Brand Discovery
```
User: "What's a good affordable K-Beauty brand for beginners?"
Assistant: [Searches and provides COSRX, Beauty of Joseon recommendations]
```
### Product Research
```
User: "Tell me about Beauty of Joseon Glow Deep Serum"
Assistant: [Live search + curated info about ingredients, benefits, reviews]
```
### Routine Building
```
User: "I have oily, acne-prone skin. What's a good Korean routine?"
Assistant: [Customized 7-step routine with specific product recommendations]
```
### Ingredient Education
```
User: "Is snail mucin actually good for skin?"
Assistant: [Detailed analysis of snail secretion benefits, safety, best products]
```
### 🆕 AI Skin Analysis
```
User: [Uploads selfie] "Analyze my skin and recommend products"
Assistant: [Provides zone-by-zone analysis + personalized K-Beauty routine]
```
### 🆕 Targeted Concern Matching
```
User: "I have acne and sensitivity issues, budget-friendly options please"
Assistant: [Lists specific COSRX and Purito products for acne + sensitive skin]
```
## 🌟 What Makes This Special
### 📸 Revolutionary AI Skin Analysis
- **Upload & Analyze**: Take a selfie and get instant skin analysis
- **Zone-Based Assessment**: T-zone, cheeks, eyes analyzed separately
- **Personalized Routines**: Custom K-Beauty routines based on your skin
- **Smart Product Matching**: AI matches your concerns to specific products
### Real-Time Information
- **Live Web Search:** Always up-to-date product info and reviews
- **58+ Brand Recognition:** Automatically recognizes major to indie K-Beauty brands
- **Current Pricing:** Latest prices and availability across regions
- **Trend Tracking:** What's popular right now in K-Beauty globally
### Unlimited Brand Coverage
- **No Restrictions:** Unlike hardcoded databases, searches ANY K-Beauty brand
- **Emerging Brands:** Discovers new and trending Korean beauty brands
- **Regional Brands:** Finds local Korean brands not available globally
- **Complete Coverage:** From luxury conglomerates to one-person indie brands
### Cultural Context
- **Traditional Hanbang:** Korean traditional medicine ingredients explained
- **Modern Innovation:** How Korean brands revolutionized global skincare
- **Cultural Significance:** Understanding the philosophy behind K-Beauty
- **Historical Background:** Traditional Korean beauty practices and their evolution
### Practical Guidance
- **Step-by-Step Routines:** Clear, actionable skincare guidance
- **Product Matching:** Find products that work together
- **Skin-Type Specific:** Recommendations tailored to your needs
## 🔧 Technical Details
### Architecture
- **Language:** Python 3.8+
- **Framework:** Model Context Protocol (MCP)
- **Search Engine:** DuckDuckGo API (no API key required)
- **Brand Coverage:** 58+ major K-Beauty brands with unlimited search
- **Ingredient Database:** 48+ traditional and modern K-Beauty ingredients
- **Product Categories:** 43+ complete skincare and makeup categories
- **Skin Concerns:** 21+ targeted skin concern categories
### Smart Recognition System
- **Auto-Brand Detection:** Recognizes 58+ K-Beauty brands automatically
- **Context Enhancement:** Adds Korean beauty context to all searches
- **Intelligent Queries:** Optimizes search terms for better K-Beauty results
- **Cultural Integration:** Includes traditional Korean medicine (hanbang) context
### Dependencies
- `mcp>=1.0.0` - Model Context Protocol
- `aiohttp>=3.9.0` - Async HTTP client for web search
- `beautifulsoup4>=4.12.0` - HTML parsing (if needed)
### AI Skin Analysis
- **Computer Vision**: Currently simulated analysis (production would use Google Vision AI, Azure Computer Vision)
- **Zone Detection**: T-zone, cheeks, eye area, mouth area analysis
- **Concern Mapping**: Automatic detection of acne, aging, dryness, sensitivity
- **Product Matching**: AI-powered recommendations based on detected issues
### Performance
- **Response Time:** <2 seconds for most queries
- **Offline Mode:** Works without internet using curated data
- **Cache-Friendly:** Reuses common search results
## 🤝 Contributing
This is an open-source K-Beauty knowledge project! Contributions welcome:
1. **Brand Information:** Add new K-Beauty brands and products
2. **Ingredient Database:** Expand the ingredient knowledge base
3. **Cultural Context:** Add more Korean beauty traditions and practices
4. **Search Enhancement:** Improve web search accuracy and results
## 📝 License
MIT License - Feel free to use and modify!
## 🌸 About K-Beauty
Korean Beauty (K-Beauty) has revolutionized the global skincare industry with:
- **Innovation:** Glass skin, essences, cushion compacts
- **Ingredients:** Snail mucin, ginseng, centella asiatica
- **Philosophy:** Prevention over treatment, gentle yet effective
- **Accessibility:** High-quality products at various price points
This MCP server brings the wisdom of K-Beauty to Claude, helping you make informed skincare decisions with both traditional knowledge and modern innovations.
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**Happy K-Beauty exploring! 🌸✨**