PoloPan Fashion MCP Server

io.github.rofoso-com/mcp · v1.2.6

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

Source code Set it up

Connect Remote server

Terminal

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

~/.cursor/mcp.json

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

.vscode/mcp.json

{
  "servers": {
    "mcp": {
      "type": "http",
      "url": "https://mcp-server.polopan.com/mcp"
    }
  }
}

Claude Desktop

Settings > Connectors > Add custom connector
URL: https://mcp-server.polopan.com/mcp

Tools 19 found in our last check

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…
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…
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
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…
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…
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 coun…
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 obje…
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 au…
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: - Retri…
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-ti…
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 siz…
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…
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 exist…
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…

Details

Endpoint	`https://mcp-server.polopan.com/mcp` (Streamable HTTP)
Package	`[email protected]` (NPM, stdio)
First published	25 Sep 2026
Last updated	25 Sep 2026
Registry name	`io.github.rofoso-com/mcp`

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Live status

Live

Typical response: 1111 ms
Answered: 100% of 2 checks
Last check: 13 Nov 2026

30 days agoToday

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