MCP server
PoloPan Fashion MCP Server
io.github.rofoso-com/mcp
Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools
Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.
Working at last checkAbout 11,965 tokens per request once connected19 tools
https://mcp-server.polopan.com/mcp
At a glance
- Type
- MCP server
- Publisher
- Not verified
- Status
- Working at last check
- Tools
- 19
- Token cost
- About 11,965 tokens per request
- Sets up in
- Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
- Last checked
- 26 Oct 2026, 08:29 UTC
Connect it to your agent
Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.
Claude Code
claude mcp add --transport http rofoso-com https://mcp-server.polopan.com/mcp
Claude Desktop
Settings → Connectors → Add custom connector, and paste the URL.
Codex (config.toml)
[mcp_servers.rofoso-com] url = "https://mcp-server.polopan.com/mcp"
Gemini CLI
{"mcpServers":{"rofoso-com":{"httpUrl":"https://mcp-server.polopan.com/mcp"}}}
Cursor
{"mcpServers":{"rofoso-com":{"url":"https://mcp-server.polopan.com/mcp"}}}
VS Code
{"servers":{"rofoso-com":{"type":"http","url":"https://mcp-server.polopan.com/mcp"}}}
Antigravity
agy mcp add rofoso-com https://mcp-server.polopan.com/mcp
ChatGPT
Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.
OpenAI API (Responses tools)
{"type":"mcp","server_label":"rofoso-com","server_url":"https://mcp-server.polopan.com/mcp","require_approval":"always"}
Grok (xAI API tools)
{"type":"mcp","server_label":"rofoso-com","server_url":"https://mcp-server.polopan.com/mcp"}
Tools
address.deleteDeletes data · ~94 tokens
Delete a saved delivery address by ID from ~/.polopan/region.json.address.get_current~275 tokens
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 foraddress.list_saved~103 tokens
List all saved customer delivery addresses stored in ~/.polopan/region.json, optionally filtered by country.address.save~540 tokens
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~107 tokens
Set an existing address as the default shipping address for its country in ~/.polopan/region.json.checkout.links.get_direct_url~932 tokens
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-aplooks.curation.by_occasion~966 tokens
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)looks.curation.recommend~928 tokens
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 lookproducts.items.check_stock~801 tokens
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 metproducts.items.get_by_handle~541 tokens
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 cataloproducts.items.get_size_guide~890 tokens
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 consproducts.search.alternatives~1084 tokens
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. fiproducts.search.image_upload~1202 tokens
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+ destinatioproducts.search.image_url~1115 tokens
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 activeproducts.search.text~1101 tokens
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}). Automatregion.get_current~92 tokens
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~172 tokens
Search the 240+ supported destination countries with localized currency codes, symbols, flags, phone codes, and price groups from live platform settings.region.set_current~256 tokens
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 tovision.outfit.detect_pieces~766 tokens
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
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