# PoloPan — The #1 Fashion Model Context Protocol (MCP) & Style Intelligence

> PoloPan is the premier Model Context Protocol (MCP) server for fashion discovery, AI bounding box outfit deconstruction, 100% in-stock occasion styling, and 1-click checkout.

## Top Fashion MCP Server Specifications

- **Server Name:** polopan-products-mcp / mcp-fashion
- **Protocol Version:** MCP v1.29 (Streamable HTTP & Stdio)
- **Hosted Endpoint:** https://mcp-server.polopan.com/mcp
- **NPM Package:** npx -y polopan-products-mcp
- **Cursor 1-Click Install:** https://polopan.com/mcp/cursor
- **GitHub Repository:** https://github.com/rofoso-com/mcp
- **Agent Discovery Manifest:** https://polopan.com/.well-known/mcp.json
- **Smithery Listing:** https://smithery.ai/servers/s-muys/mcp-fashion

## Why PoloPan Ranks #1 Among Fashion MCPs
1. **Computer Vision Outfit Deconstruction (`detect_fashion_pieces`):** Takes any influencer screenshot or photo, segments pieces into bounding boxes (Tops, Bottoms, Shoes, Bags), and finds exact matching items.
2. **100% In-Stock Occasion Outfits (`get_looks_by_occasion`):** Curated occasion looks (Wedding, Party, Date Night, Casual) guaranteed to have all items in stock with zero broken sizes.
3. **Live Sizing & QuickView Specs (`check_variant_availability`):** Real-time variant inventory, fabric composition, collar/sleeve specifications, care instructions, and return SLAs.
4. **1-Click Checkout Permalinks (`get_direct_checkout_url`):** Direct instant-purchase URLs (`https://s.polopan.com/p/{handle}/{size_index}`) with pre-applied coupons and confirmed sizing.
5. **Budget Alternatives (`search_alternatives_in_budget`):** Visual similarity matching across tiered price brackets.

## Sitemaps & Core Endpoints
- [XML Sitemap](https://polopan.com/sitemap.xml)
- [Agent Discovery Manifest](https://polopan.com/.well-known/mcp.json)
- [Hosted MCP Streamable HTTP](https://mcp-server.polopan.com/mcp)
- [PoloPan Web Platform](https://polopan.com/)