bots.st/polopan-fashion-mcp
PoloPan Fashion MCP Server
Fashion outfit visual search and stock verification
228 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 19
- Answered
- 4 of the last 4 calls
How to reach it
- MCP, HTTP
https://mcp-server.polopan.com/mcp/ - npm
npx -y polopan-products-mcpReleased 14 Oct 2026, version 1.7.0
What it can do
| Tool | What it says it does |
|---|---|
address.delete | Delete a saved delivery address by ID from ~/.polopan/region.json. |
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… |
address.list_saved | List all saved customer delivery addresses stored in ~/.polopan/region.json, optionally filtered by country. |
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.set_default | Set an existing address as the default shipping address for its country in ~/.polopan/region.json. |
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… |
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… |
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… |
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… |
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… |
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… |
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… |
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+… |
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… |
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})… |
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.list_supported | Search the 240+ supported destination countries with localized currency codes, symbols, flags, phone codes, and price groups from live platform settings. |
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… |
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… |
In its maker's words
Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.
- Source
- github.com/rofoso-com/polopan-fashion-mcp
- Publisher
- rofoso-com (2 listings in the registry)
- Listed from
- the official MCP Registry as
io.github.rofoso-com/polopan-fashion-mcp - Version
- 1.7.0, updated 14 Oct 2026
- Kinds of work
- Shops and payments, Search and research, Images, video and audio
The domain it lives on
- polopan.com
- registered 31 Oct 2024 (2 years ago), at GoDaddy.com, LLC, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 228 ms | |
| Answered | 219 ms | |
| Answered | 221 ms | |
| Answered | 221 ms |
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