Vision Product Analyzer MCP#

Analyze product images to identify items, extract technical specifications, compare features across variants, and generate optimized product descriptions for e-commerce. Powered by local Qwen2.5-VL — no external API required.

Parameters#

ParameterTypeRequiredDescriptionimagesarray✅Product image URLs or base64 (up to 10 per product)tasksarray❌identify, specs, compare, description (default: all)category_hintstring❌Product category hint for better accuracycompetitor_imagesarray❌Competitor product images for comparison

Example Response#

json

{
  "product_identified": "Mechanical Gaming Keyboard",
  "category": "Computer Peripherals",
  "specifications": {
    "switch_type": "Cherry MX Red (visible through keycaps)",
    "form_factor": "TKL (Tenkeyless)",
    "backlight": "RGB per-key",
    "estimated_dimensions": "360mm x 130mm",
    "materials": ["aluminum top plate", "PBT keycaps"]
  },
  "description": "Compact tenkeyless mechanical keyboard with Cherry MX Red switches and per-key RGB backlighting. Aluminum top plate construction. Ideal for gaming and space-constrained setups.",
  "seo_tags": ["mechanical keyboard", "tkl keyboard", "cherry mx red", "rgb keyboard", "gaming keyboard"]
}

Use Cases#

• E-commerce catalog automation from manufacturer photos
• Product returns damage assessment
• Competitive product feature comparison research

Access#

bash

# x402 endpoint — pay $0.05 USDC per call (Base mainnet)
POST https://x402.ntriq.co.kr/vision-product

# Service catalog
curl https://x402.ntriq.co.kr/services

x402 micropayments — USDC on Base, gasless EIP-3009