Connect-MCP

PoloPan Fashion MCP Server

io.github.rofoso-com/polopan-fashion-mcp · v1.7.0

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

MCPremotelocal · npmno credentialsE-commerceFinanceTransport

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 19 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 100/100

What it does: 19 tools · 15 read, 4 write (incl. delete/pay) · E-commerce, Finance, Images, video & audio

Test call region.get_current: worked (994 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://mcp-server.polopan.com/mcp/
Package
registry:   npm
identifier: polopan-products-mcp
version:    1.7.0
transport:  stdio

Tools

19 tools listed at 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 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 de
  • 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 catalo
  • 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 met
  • 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 cons
  • 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-ap
  • 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. fi
  • 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

Badge

Connect-MCP badge for io.github.rofoso-com/polopan-fashion-mcp

Markdown for your README
[![Connect-MCP](https://clawy.uk/mcp/badge/io.github.rofoso-com/polopan-fashion-mcp.svg)](https://clawy.uk/mcp/s/io.github.rofoso-com/polopan-fashion-mcp)

Repository