Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.
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io.github.rofoso-com/mcp is an MCP server that fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout. Its tool list has not been published yet over http and stdio, requires no API key, and scores 59/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"polopan-products": {
"url": "https://mcp-server.polopan.com/mcp",
"type": "http",
"headers": {}
}
}
}Are you the author?
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Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.
Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.
npx -y 'polopan-products-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
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No known CVEs.
Checked polopan-products-mcp against OSV.dev.
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PoloPan is the premier Fashion & Apparel Model Context Protocol (MCP) server for autonomous AI agents, stylists, and conversational commerce engines (Cursor, Claude, Instinct, Muse, ChatGPT).
Now available across 240+ destination countries and territories with localized pricing, real-time variant stock, persistent regional settings (~/.polopan/region.json), computer-vision outfit deconstruction, and 1-click checkout permalinks.
┌────────────────────────────────────────────────────────────────────────┐
│ POLOPAN FASHION MCP SUITE │
├──────────────────────────┬─────────────────────────────────────────────┤
│ 1. 240+ Global Regions │ `region.get_current`, `region.set_current` │
│ & Localized Currencies│ (Persistent JSON, natural country lookup) │
├──────────────────────────┼─────────────────────────────────────────────┤
│ 2. Computer Vision │ `vision.outfit.detect_pieces` (Bboxes for │
│ Deconstruction │ Tops, Bottoms, Shoes, Bags, Accessories) │
├──────────────────────────┼─────────────────────────────────────────────┤
│ 3. Occasion Outfitting │ `looks.curation.by_occasion` (Curated │
│ (100% In-Stock) │ complete looks with zero out-of-stock items)│
├──────────────────────────┼─────────────────────────────────────────────┤
│ 4. Multimodal Search │ `products.search.image_url` & `_upload` │
│ │ (Reverse image visual similarity) │
├──────────────────────────┼─────────────────────────────────────────────┤
│ 5. Stock & Garment Specs │ `products.items.check_stock` (Live variants,│
│ │ size matrix, fabric, fit, care & SLA) │
├──────────────────────────┼─────────────────────────────────────────────┤
│ 6. Size Guide & Fits │ `products.items.get_size_guide` (Chest, │
│ │ waist, hip matrix, in/cm, best-fit match) │
├──────────────────────────┼─────────────────────────────────────────────┤
│ 7. Direct 1-Click Buy │ `checkout.links.get_direct_url` │
│ │ (`https://s.polopan.com/p/{handle}/{size}`) │
├──────────────────────────┼─────────────────────────────────────────────┤
│ 8. Budget Alternatives │ `products.search.alternatives` │
│ │ (Visual match in distinct price brackets) │
└──────────────────────────┴─────────────────────────────────────────────┘
Add to your ~/.cursor/mcp.json or Claude Desktop configuration:
{
"mcpServers": {
"polopan-products": {
"type": "http",
"url": "https://mcp-server.polopan.com/mcp",
"headers": {}
}
}
}