PoloPan Fashion MCP Server

Name: PoloPan Fashion MCP Server
Author: rofoso-com

by rofoso-comversion 1.2.6i★ –iComputer or cloud

Registry nameio.github.rofoso-com/mcp

Install

Overview

Description from the maker (original English)

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

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Computer or cloud
Transport: stdio, Streamable HTTP
Category: Online shops & payments

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet
npmNode.js installed (for the npx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

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

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

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

Run this in your terminal

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

Or run it on your computer

claude mcp add rofoso-com -- npx -y polopan-products-mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "rofoso-com": {
      "url": "https://mcp-server.polopan.com/mcp"
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "rofoso-com": {
      "type": "http",
      "url": "https://mcp-server.polopan.com/mcp"
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "rofoso-com": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "polopan-products-mcp"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

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

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account rofoso-com, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Online shops & paymentsi

More stars than 0% of the other 1748 servers in this category
Published to the registry more recently than 45% of the other 1748 servers in this category
Basic checks equal to or better than 100% of the other 1748 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is PoloPan Fashion MCP Server safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.2.6) reached the registry 42 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spree Commerce: open-source B2B and marketplace ecommerce, Stripe MCP, MCP Cn Commerce

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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by spree

Open-source B2B and marketplace ecommerce; new stores include an MCP server for AI agents.

Runs in the cloud★ 15,812BSD-3-ClauseUpdated 7 days ago

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Stripe MCP

by stripe

Stripe’s official server lets AI view and manage customers, products, payments and invoices. Connect to Stripe’s cloud and sign in with OAuth.

Runs in the cloud★ 2,043MITUpdated 12 months ago

Install

MCP Cn Commerce

by TonyWang-hub

8 read-only MCP platform entries; support is operation-specific; merchant live acceptance pending

Runs on your computer★ 96MITUpdated 27 days ago

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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`, `mode`, `page`
`products.items.get_by_handle`	Retrieve complete product metadata and all variant details	`handle`
`products.items.get_size_guide`	Full garment dimensions table (chest/waist/hip), unit conversion (`in`/`cm`), and fit matcher	`handle`, `unit`, `desired_size`, `user_chest`, `user_waist`
`products.items.check_stock`	Verify real-time size stock, fabric/fit specifications, and return/shipping SLAs	`handle`, `desired_size`, `size_index`
`checkout.links.get_direct_url`	Generate verified 1-click checkout permalinks with confirmed size index & coupon	`handle`, `size`, `size_index`, `coupon`
`products.search.alternatives`	Find visually similar alternatives in a target price bracket	`handle`, `budget_range` (`0-1500`, etc.), `country`, `mode`
`looks.curation.recommend`	Get complementary cross-catalog matching outfits	`handle` OR `occasion`, `gender`, `country`, `mode`

🌍 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

PoloPan Fashion MCP Server

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Or run it on your computer

Or run it on your computer

Or run it on your computer

Or run it on your computer

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Online shops & paymentsi

Common questions

Alternatives

Spree Commerce: open-source B2B and marketplace ecommerce

Stripe MCP

MCP Cn Commerce

README from the maker

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

⚡ What Makes PoloPan the #1 Fashion MCP?

🛠️ Quick Setup & Installation

Option 1: 1-Click Cursor Installation (Deeplink)

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

Option 3: Local Stdio via NPX / Smithery

Via Smithery CLI:

Via Standard NPX:

🧰 Available MCP Tools

🌍 Persistent Multi-Country Shopping Flow

🧪 Testing & Verification

📄 License