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PoloPan Fashion MCP Server

io.github.rofoso-com/mcp · v1.2.6

Measured by MCP Station

Description written by the publisher, not verified

Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.

Connect

claude mcp add --transport http mcp https://mcp-server.polopan.com/mcp

{
  "mcpServers": {
    "mcp": {
      "url": "https://mcp-server.polopan.com/mcp"
    }
  }
}

Tools as reported by the server

• region.get_current
  Get the currently active shopping destination country, currency code, symbol, phone code, and catalog scope mode from persistent local configuration (~/.polopan/region.json).
• region.set_current
  Set the active shopping country/region using any natural country name, city (e.g. 'Dubai', 'London', 'California', 'Paris'), 2-letter ISO code ('US', 'GB', 'IN', 'AE', 'CA'), or currency ('USD', 'AED', 'GBP', 'EUR'). Saves to persistent local JSON (~/.polopan/region.json) so the user never needs to
• region.list_supported
  Search the 240+ supported destination countries with localized currency codes, symbols, flags, phone codes, and price groups from live platform settings.
• address.get_current
  Get the default delivery/shipping address saved for the currently active region from local configuration (~/.polopan/region.json). WHEN TO USE (CRITICAL ANTI-SHORTCIRCUIT RULE): - ALWAYS call this BEFORE generating 1-click checkout links to check if the user already has a saved delivery address for
• address.save
  Save a customer delivery shipping address mapped to the active region in ~/.polopan/region.json. Matches Flutter app (newapp) address schema: firstName, lastName, address1, address2, city, province, zip, country, phone, email, type.
• address.list_saved
  List all saved customer delivery addresses stored in ~/.polopan/region.json, optionally filtered by country.
• address.set_default
  Set an existing address as the default shipping address for its country in ~/.polopan/region.json.
• address.delete write/delete
  Delete a saved delivery address by ID from ~/.polopan/region.json.
• products.search.text
  Search PoloPan catalog products using a text keyword query with optional multi-attribute filters. Returns matching fashion items with available in-stock sizes, product specifications, shipping/return policies, discounted pricing, and verified purchase URLs (https://s.polopan.com/p/{handle}). Automat
• products.search.image_url
  Search PoloPan catalog products using visual image similarity from a publicly accessible image URL with optional multi-attribute filters. Returns visually similar products with available sizes, pricing, and verified purchase URLs (https://s.polopan.com/p/{handle}). Automatically localized to active
• products.search.image_upload
  Upload a local image file (or base64 string) and search PoloPan catalog products using visual image similarity. Returns matching products with available in-stock sizes, pricing, and verified purchase URLs (https://s.polopan.com/p/{handle}). Automatically localized to active country / 240+ destinatio
• vision.outfit.detect_pieces
  Deconstruct an outfit image or influencer photo into individual fashion pieces (e.g. Upper-body garment, Lower-body garment, Dress, Footwear, Bag, Headwear) with normalized bounding box coordinates and detection confidence scores. PURPOSE & DISAMBIGUATION: - Computer-vision object detection tool des
• looks.curation.by_occasion
  Discover complete curated fashion looks styled for specific occasions (e.g., 'Wedding & Reception', 'Party', 'Casual', 'Cocktail', 'Date Night', 'Club Night', 'Brunch', 'Vacation', 'Formal'). All returned looks are verified 100% in-stock (any look with an out-of-stock item is automatically excluded)
• products.items.get_by_handle
  Fetch the raw product document and metadata for a single item by unique product handle identifier. Returns catalog metadata, variant details, available in-stock sizes, price details, and verified purchase link (https://s.polopan.com/p/{handle}). PURPOSE & DISAMBIGUATION: - Retrieves the full catalog
• products.items.check_stock
  Verify real-time live stock availability, discounted pricing, product specifications table (Fabric, Pattern, Collar, Sleeves, Fit, Care Instructions), shipping/return policies, and available size variants for a specific fashion product handle. PURPOSE & DISAMBIGUATION: - Real-time inventory and meta
• products.items.get_size_guide
  Retrieve the complete size guide chart, body measurement matrix (Chest/Bust, Waist, Hip, Length, Shoulders), unit switcher (inches/cm), how-to-measure guidelines, and automatic best-fit size recommendations for a specific product handle. PURPOSE & DISAMBIGUATION: - Dedicated size guide and fit consu
• checkout.links.get_direct_url
  Generate the direct 1-click checkout purchase URL for a specific product handle and size variant index (https://s.polopan.com/p/{handle}/{size_index}). PURPOSE & DISAMBIGUATION: - Produces the final, verified 1-click buy link configured with the user's selected size index, unit quantity, and pre-app
• products.search.alternatives
  Find visual substitute products within a designated price bracket for a given fashion item handle using visual image similarity. Automatically localized to active country / 240+ destination regions. PURPOSE & DISAMBIGUATION: - Retrieves catalog items visually similar to an existing product (e.g. fin
• looks.curation.recommend
  Get complete recommended outfits. Pass a product 'handle' to find complementary items styled with it, OR pass an 'occasion' (e.g. 'Wedding & Reception', 'Party', 'Cocktail', 'Date Night', 'Formal') and 'gender' to discover full occasion looks. All returned looks are verified 100% in-stock (any look

Repository · JSON · Text for agents · Registry updated 2026-09-25