PoloPan Fashion MCP Server

Name: PoloPan Fashion MCP Server
Author: rofoso-com

MCP serverMCP

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

by rofoso-comrepository ↗homepage ↗v1.2.6MIT

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Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability22/22 checks ok

when	check	result	http	latency	detail
3 h ago	mcp initialize	ok	200	202 ms	server polopan-products 1.2.3 · protocol 2025-06-18 · 10 tools
9 h ago	mcp initialize	ok	200	203 ms	server polopan-products 1.2.3 · protocol 2025-06-18 · 10 tools
16 h ago	mcp initialize	ok	200	208 ms	server polopan-products 1.2.3 · protocol 2025-06-18 · 10 tools
23 h ago	mcp initialize	ok	200	211 ms	server polopan-products 1.2.3 · protocol 2025-06-18 · 10 tools
29 h ago	mcp initialize	ok	200	198 ms	server polopan-products 1.2.3 · protocol 2025-06-18 · 10 tools
35 h ago	mcp initialize	ok	200	222 ms	server polopan-products 1.2.3 · protocol 2025-06-18 · 10 tools
2 d ago	mcp initialize	ok	200	220 ms	server polopan-products 1.2.3 · protocol 2025-06-18 · 10 tools
2 d ago	mcp initialize	ok	200	218 ms	server polopan-products 1.2.3 · protocol 2025-06-18 · 10 tools
2 d ago	mcp initialize	ok	200	206 ms	server polopan-products 1.2.3 · protocol 2025-06-18 · 10 tools
3 d ago	mcp initialize	ok	200	337 ms	server polopan-products 1.2.3 · protocol 2025-06-18 · 10 tools

Tools observed via MCP handshake

products.search.text — Search PoloPan products using a text query and optional filters. Returns products with available in-stock sizes, specifications table, shipping/return policies,
products.search.image_url — Search PoloPan products using image_url and optional filters. Returns products with available in-stock sizes, pricing, and verified purchase URLs (https://s.pol
products.search.image_upload — Upload a local image file (or base64 string) and search PoloPan products using the uploaded image URL. Returns products with available in-stock sizes, pricing,
vision.outfit.detect_pieces — Deconstruct an outfit image or photo into individual fashion pieces (e.g. Upper-body garment, Lower-body garment, Dress, Footwear, Bag, Headwear) with bounding
looks.curation.by_occasion — Discover complete curated fashion looks styled for specific occasions (e.g., 'Wedding & Reception', 'Party', 'Casual', 'Cocktail', 'Date Night', 'Club Night', '
products.items.get_by_handle — Fetch a single product document by product handle. Returns detailed metadata, variants, in-stock sizes, price details, and the verified short purchase link (htt
products.items.check_stock — Verify real-time stock availability, live discounted pricing, product specifications table (Fabric, Collar, Sleeves, Fit, Bottom, Care Instructions), shipping/r
checkout.links.get_direct_url — Generate the direct 1-click checkout purchase URL for a specific product and size index (https://s.polopan.com/p/{handle}/{size_index}). MANDATORY AGENT INSTRU
products.search.alternatives — Find product alternatives within a selected budget range using product image similarity (same logic as extension). Every product url is the PoloPan short purcha
looks.curation.recommend — Get complete recommended outfits. Pass a product 'handle' to find complementary items that style with it, OR pass an 'occasion' (e.g. 'Wedding', 'Party', 'Cockt

Declared by sources

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Attributed to the source that supplied each field. Treated as claims, not facts.

No long description beyond the summary.

mcpmodel-context-protocolfashion-mcptop-fashion-mcpbest-fashion-mcpecommerce-mcpagentic-commercefashionecommerceoutfit-detectionvirtual-stylistshop-the-lookinstinct-agentmuse-agentclaude-mcpcursor-mcppolopansearchproductsoutfits

kind Official MCP Registry

name Official MCP Registry

license npm registry

repoUrl Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl npm registry

publisherName Official MCP Registry

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

npm registrypolopan-products-mcp

first seen 6 d ago · fetched 15 h agoopen ↗

Official MCP Registryio.github.rofoso-com/mcp

first seen 6 d ago · fetched 9 h agoopen ↗

Official MCP Registryio.github.rofoso-com/polopan-fashion-mcp

first seen 6 d ago · fetched 9 h agoopen ↗

Field history (12 recent events)

6 d ago · declared · name → "PoloPan Fashion MCP Server"
6 d ago · declared · summary → "Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout."
6 d ago · declared · description → "Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout."
6 d ago · declared · publisherName → "rofoso-com"
6 d ago · declared · repoUrl → "https://github.com/rofoso-com/mcp"
6 d ago · declared · version → "1.2.6"
6 d ago · declared · protocols → ["mcp"]
6 d ago · declared · summary → "The premier Fashion & Apparel Model Context Protocol (MCP) server. Discover products, deconstruct outfit photos with AI
6 d ago · observed · packageFacts → {"name":"polopan-products-mcp","registry":"npm","publishedAt":"2026-09-25T20:37:35.942Z","latestVersion":"1.2.9","weekly
6 d ago · declared · description → "The premier Fashion & Apparel Model Context Protocol (MCP) server. Discover products, deconstruct outfit photos with AI
6 d ago · declared · publisherName → "polopan"
6 d ago · declared · homepageUrl → "https://polopan.com"

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