skills/kunhai-88/shopme-mcp/visual-product-search

visual-product-search

SKILL.md

Visual Product Search

Find products by image across Chinese e-commerce platforms. Powered by Taobao Image Search, AliExpress Image Search, and Google Gemini Vision.

When to Use

  • User shares a product photo and asks "where can I buy this?"
  • User wants to find similar products from an image
  • User has a screenshot of a product and wants to find it on Taobao/AliExpress
  • User wants to identify a product from a photo (brand, price estimate, category)
  • User provides a product image URL and asks to search

MCP Server Setup

{
  "mcpServers": {
    "visual-product-search": {
      "command": "npx",
      "args": ["-y", "@shopme/visual-product-search-mcp"],
      "env": {
        "TAOBAO_APP_KEY": "your-key",
        "TAOBAO_APP_SECRET": "your-secret",
        "TAOBAO_ACCESS_TOKEN": "your-token",
        "ALIEXPRESS_DS_KEY": "your-key",
        "ALIEXPRESS_DS_SECRET": "your-secret",
        "GEMINI_API_KEY": "your-gemini-key"
      }
    }
  }
}

Available Tools

search_by_image

Search products using an image URL.

  • imageUrl: Public URL of the product image
  • platform: "taobao", "aliexpress", or "all"
  • Returns: matching products with prices and similarity scores

search_by_image_upload

Upload a base64-encoded image and search.

  • imageBase64: Base64 image data (no data URI prefix)
  • platform: Target platform(s)
  • Uploads to Taobao CDN first, then searches

extract_product_from_image

Analyze an image with AI to extract product information.

  • imageUrl: Product image or screenshot URL
  • language: "en" or "zh"
  • Returns: product name, category, suggested search terms, detected text, price estimate

Image Quality Guidelines

For best search results:

  1. Clear, well-lit photos - avoid blurry or dark images
  2. Single product focus - crop to show just the product
  3. White/plain background preferred - reduces noise
  4. High resolution - at least 300x300 pixels
  5. No watermarks - they interfere with matching

Workflow Recommendations

Finding a product from an image

  1. Use extract_product_from_image to get AI analysis and search terms
  2. Use search_by_image for visual matching on Taobao and AliExpress
  3. Cross-reference results from both approaches for best accuracy

Finding the cheapest source

  1. Run search_by_image with platform: "all"
  2. Compare prices between Taobao and AliExpress results
  3. Taobao results are in CNY, AliExpress in USD (1 USD ≈ 7.2 CNY)

Platform Comparison for Image Search

Feature Taobao AliExpress
Accuracy High (Chinese products) Good (branded items)
Speed Fast Moderate
Coverage Best for Chinese brands Best for international
Price Display CNY USD
Weekly Installs
3
First Seen
Feb 11, 2026
Installed on
openclaw3
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antigravity2
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windsurf2