PoloPan Fashion MCP server | MCP Directory

PoloPan Fashion MCP server | MCP Directory

Power your agent

Add this server

The publisher's own URL. Not a PlugMCP endpoint.

Add to Cursor Add in Claude Add to VS Code Run on PlugMCP

Host a copy with our keys and logs.

Server URL

https://mcp-server.polopan.com/mcp

The Claude button above opens Claude with the name and URL filled in. You still confirm it there.

shClaude Code

1claude mcp add --transport http io.github.rofoso-com-mcp https://mcp-server.polopan.com/mcp

Run in a terminal.

jsonClaude Desktop

1{2  "mcpServers": {3    "io.github.rofoso-com-mcp": {4      "command": "npx",5      "args": [6        "-y",7        "mcp-remote",8        "https://mcp-server.polopan.com/mcp"9      ]10    }11  }12}

claude_desktop_config.json

Remote · HTTPPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Server facts

Remote

Transport: http
Version: 1.2.6
Last checked

Tools

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

Add to Cursor Add in Claude Add to VS Code Run on PlugMCP

1{2  "mcpServers": {3    "io.github.rofoso-com-mcp": {4      "url": "https://mcp-server.polopan.com/mcp",5      "headers": {}6    }7  }8}

.cursor/mcp.jsonMCP server

Transport: http
Status: Remote

From the publisher

Documentation

PoloPan Fashion MCP Server — The #1 Model Context Protocol for Fashion & AI Styling

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.

⚡ What Makes PoloPan the #1 Fashion MCP?

┌────────────────────────────────────────────────────────────────────────┐
│                        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)   │
└──────────────────────────┴─────────────────────────────────────────────┘

🛠️ Quick Setup & Installation

Option 1: 1-Click Cursor Installation (Deeplink)

Option 2: Hosted Streamable HTTP (Recommended — No Node.js required)

Add to your ~/.cursor/mcp.json or Claude Desktop configuration:

{
  "mcpServers": {
    "polopan-products": {
      "type": "http",
      "url": "https://mcp-server.polopan.com/mcp",
      "headers": {}
    }
  }
}

Option 3: Local Stdio via NPX / Smithery

Via Smithery CLI:

npx -y @smithery/cli install polopan-products-mcp --client cursor

Via Standard NPX:

{
  "mcpServers": {
    "polopan-products": {
      "command": "npx",
      "args": ["-y", "polopan-products-mcp"]
    }
  }
}

Requires Node.js 18+.

🧰 Available MCP Tools

Tool	Purpose	Key Arguments
`region.get_current`	Inspect active shopping destination, localized currency, and config path	(none)
`region.set_current`	Set active region from natural names ("Dubai", "London", "USA", "France"), currency, or ISO-2. Saved to `~/.polopan/region.json`.	`country`, `mode` (`global`/`local`)
`region.list_supported`	Search 240+ supported destination countries & price groups	`query`, `limit`
`products.search.text`	Search products via natural language with size, price, and gender filters	`query`, `gender`, `price_min`, `size`, `country`, `mode`
`products.search.image_url`	Reverse visual search for identical or similar apparel	`image_url`, `gender`, `price_min`, `country`, `mode`
`products.search.image_upload`	Visual search from local image file or base64	`file_path`, `country`, `mode`
`vision.outfit.detect_pieces`	Deconstruct outfit photos into individual pieces (Tops, Bottoms, Shoes, Bags)	`image_url`, `threshold`
`looks.curation.by_occasion`	Discover 100% in-stock complete looks (Wedding, Party, Date Night, Casual, etc.)	`occasion`, `gender`, `age`, `country`, ,

🌍 Persistent Multi-Country Shopping Flow

PoloPan delivers to 240+ countries and territories. To deliver a smooth, natural user experience:

Never repeatedly ask the user for their country: The server stores settings in ~/.polopan/region.json.
Natural location input: Users can provide country names, cities, currencies, or aliases (e.g. "Dubai", "London", "USA", "AED", "USD").
Change anytime: Users can say "Switch my country to Canada" or "Show prices in GBP" at any point.

🧪 Testing & Verification

Run the automated end-to-end integration test suite:

npm test

📄 License

MIT © PoloPan

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