# PoloPan Fashion MCP Server

- Registry name: `io.github.rofoso-com/mcp` · version 1.2.6
- Categories (automatic, keyword rules): Markets & trading, Finance & markets, Shops & products, Commerce & marketing
- Authentication at last check: No auth
- Declared risk: Has destructive tools (destructiveHint)
- Capabilities (declared by the server): prompts, resources, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.rofoso-com%2Fmcp
- Server page: https://mcpstation.net/s/io.github.rofoso-com--mcp.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://mcp-server.polopan.com/mcp`

## Tools (as reported by the server, not verified)

- `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`: 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

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