PoloPan Fashion MCP Server
REMOTE · MCP-SERVER.POLOPAN.COM · 2 COMPONENTS · SCANNED SEP 25
Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security74
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability76
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 2257 tokens (~205/item across 11 items; 10 tools + 1 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 10 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 11 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Unverified: 1 category
A category scored 0 because we could not verify it: authentication we do not have, an unreachable endpoint, or not enough scan history. We only credit what we can confirm.
How do I install the PoloPan Fashion MCP Server server?
PoloPan Fashion MCP Server is a hosted endpoint at https://mcp-server.polopan.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · mcp-server.polopan.com
claude mcp add --transport http rofoso-com-mcp 'https://mcp-server.polopan.com/mcp'
{
"mcpServers": {
"rofoso-com-mcp": {
"url": "https://mcp-server.polopan.com/mcp"
}
}
} {
"servers": {
"rofoso-com-mcp": {
"type": "http",
"url": "https://mcp-server.polopan.com/mcp"
}
}
} [mcp_servers.rofoso-com-mcp] url = "https://mcp-server.polopan.com/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"rofoso-com-mcp": {
"type": "remote",
"url": "https://mcp-server.polopan.com/mcp",
"enabled": true
}
}
} openclaw mcp add rofoso-com-mcp --url 'https://mcp-server.polopan.com/mcp' --transport streamable-http
mcp_servers:
rofoso-com-mcp:
url: "https://mcp-server.polopan.com/mcp" {
"McpServers": {
"rofoso-com-mcp": {
"Transport": "http",
"Url": "https://mcp-server.polopan.com/mcp"
}
}
} assistant mcp add rofoso-com-mcp -t streamable-http -u 'https://mcp-server.polopan.com/mcp'
{
"mcpServers": {
"rofoso-com-mcp": {
"type": "http",
"url": "https://mcp-server.polopan.com/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 25 Sept 26 71
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 25 Sept 2026 · Probed https://mcp-server.polopan.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=accounts.polopan.com | CN=YE2,O=Let's Encrypt,C=US | 8 Aug 2026 | 6 Nov 2026 | ECDSA 256 | ECDSA-SHA384 | 67866ccc0bb9489763edae0a32d78cffa0b |
| SANs: accounts.polopan.com, admin.polopan.com, analytics.polopan.com, chat.polopan.com, checkout.polopan.com, fashion-detect.polopan.com, mcp-server.polopan.com, pings.polopan.com, rewards.polopan.com, s.polopan.com, tracking.polopan.com, tryon.polopan.com | ||||||
| CN=YE2,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 4df3b15dd6c0784c507cd37b58e6f115 |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of mcp-server.polopan.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| polopan.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://mcp-server.polopan.com/mcp | Verified | 200 | |
| http (plaintext) | http://mcp-server.polopan.com/mcp | HTTPS enforced | 301 | https://mcp-server.polopan.com/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
checkout.links.get_direct_url Get Direct Checkout URL ~200
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 INSTRUCTION: Only generate or provide this direct link with /{size_index} after the user has explicitly selected/confirmed their size from the available in-stock options. If there is any confusion regarding sizes or if the user is still browsing, provide ONLY the clean base link (https://s.polopan.com/p/{handle}) without /{size_index}.
| Name | Type | Req | Description |
|---|---|---|---|
| coupon | string | – | Optional discount coupon code to pre-apply |
| handle | string | yes | Unique product handle identifier |
| quantity | integer | – | Number of units to purchase (1-10) |
| size | string | – | Size label confirmed by the user (e.g. 'M', 'L', 'XL') |
| size_index | integer | – | Zero-based index of the chosen size variant |
| Name | Type | Req | Description |
|---|---|---|---|
| checkout_url | string | yes | Direct 1-click purchase permalink (https://s.polopan.com/p/{handle}/{size_index}) |
| handle | string | yes | Product handle |
| size | string | – | Selected size |
| size_index | number | yes | Selected size index |
No examples provided.
looks.curation.by_occasion Get Looks By Occasion ~324
Discover complete curated fashion looks styled for specific occasions (e.g., 'Wedding & Reception', 'Party', 'Casual', 'Cocktail', 'Date Night', 'Club Night', 'Brunch', 'Vacation', 'Formal'). All returned looks are verified 100% in-stock (any look with an out-of-stock item is excluded). MANDATORY AGENT INSTRUCTIONS: 1. Always inform the user of available in-stock sizes, shipping SLA, and return policy for each item. Format negative return days as 'Exchange only |X| days' (e.g. -7 -> 'Exchange only 7 days'). 2. When shortlisting a look, render the product specifications table (Fabric, Pattern, Collar, Sleeves, Fit, Care). 3. Provide the clean base link (https://s.polopan.com/p/{handle}) during browsing/shortlisting. Provide direct 1-click checkout link (https://s.polopan.com/p/{handle}/{size_index}) ONLY after the user's size is finalized.
| Name | Type | Req | Description |
|---|---|---|---|
| age | integer | – | Target demographic age |
| gender | string | – | Target gender filter: 'women' or 'men' |
| occasion | string | – | Target occasion or vibe: 'Wedding & Reception', 'Party', 'Casual', 'Cocktail', 'Date Night', 'Club Night', 'Brunch', 'Vacation', 'Formal' |
| page | integer | – | Page number for looks pagination |
| page_size | integer | – | Number of looks per page |
| vendor | array | – | Optional brand filter |
| Name | Type | Req | Description |
|---|---|---|---|
| looks | array | yes | List of verified in-stock occasion looks |
No examples provided.
looks.curation.recommend Get Recommended Outfits ~304
Get complete recommended outfits. Pass a product 'handle' to find complementary items that style with it, OR pass an 'occasion' (e.g. 'Wedding', 'Party', 'Cocktail', 'Date Night') and 'gender' to discover full occasion looks. All returned looks are verified 100% in-stock (any look with an out-of-stock item is excluded). MANDATORY AGENT INSTRUCTIONS: 1. Always inform the user of available in-stock sizes, shipping SLA, and return policy for each item. Format negative return days as 'Exchange only |X| days' (e.g. -7 -> 'Exchange only 7 days'). 2. When shortlisting a look, render the product specifications table (Fabric, Pattern, Collar, Sleeves, Fit, Care). 3. Provide the base link (https://s.polopan.com/p/{handle}) during shortlisting. Provide direct 1-click checkout link (https://s.polopan.com/p/{handle}/{size_index}) ONLY after the user's size is finalized.
| Name | Type | Req | Description |
|---|---|---|---|
| gender | string | – | Target gender filter: 'women' or 'men' |
| handle | string | – | Product handle to build coordinating outfits around |
| occasion | string | – | Target occasion or aesthetic theme (e.g. 'Wedding', 'Party', 'Cocktail', 'Date Night') |
| page | integer | – | Page number for pagination |
| page_size | integer | – | Number of outfits per page |
| Name | Type | Req | Description |
|---|---|---|---|
| handle | string | – | Base product handle |
| looks | array | – | List of recommended outfits |
No examples provided.
products.items.check_stock Check Live Variant Stock, Product Details & Sizing ~208
Verify real-time stock availability, live discounted pricing, product specifications table (Fabric, Collar, Sleeves, Fit, Bottom, Care Instructions), shipping/return policies, and available sizes for a product. MANDATORY AGENT INSTRUCTIONS: 1. Always tell the user the available in-stock sizes, and display returning & shipping policies (Negative return days = 'Exchange only |X| days'). 2. When presenting/shortlisting products, display the product specifications table. 3. Return the base link (https://s.polopan.com/p/{handle}) during browsing. Provide the direct checkout link (https://s.polopan.com/p/{handle}/{size_index}) ONLY after the user's size is finalized.
| Name | Type | Req | Description |
|---|---|---|---|
| desired_size | string | – | Optional size query to verify (e.g. 'M', 'L', 'XL', '32', '40') |
| handle | string | yes | Unique product handle identifier |
| size_index | integer | – | Zero-based index of the size variant |
| Name | Type | Req | Description |
|---|---|---|---|
| available_sizes | array | yes | List of currently available in-stock sizes |
| direct_checkout_url | string | yes | Verified 1-click checkout permalink |
| handle | string | yes | Product handle |
| is_in_stock | boolean | yes | Overall stock status |
| out_of_stock_sizes | array | yes | List of out-of-stock sizes |
| title | string | yes | Product title |
No examples provided.
products.items.get_by_handle Get Product By Handle ~71
Fetch a single product document by product handle. Returns detailed metadata, variants, in-stock sizes, price details, and the verified short purchase link (https://s.polopan.com/p/{handle}).
| Name | Type | Req | Description |
|---|---|---|---|
| handle | string | yes | Unique product handle identifier (e.g. 'solid-linen-shirt') |
| Name | Type | Req | Description |
|---|---|---|---|
| handle | string | yes | Product handle identifier |
| price | number | yes | Price |
| title | string | yes | Product title |
| url | string | yes | Verified purchase link |
| variants | array | – | Variant size list |
No examples provided.
products.search.alternatives Search Alternatives In Budget ~171
Find product alternatives within a selected budget range using product image similarity (same logic as extension). Every product url is the PoloPan short purchase link from GET /products/link/{handle} (https://s.polopan.com/p/{handle}; never the raw catalog URL).
| Name | Type | Req | Description |
|---|---|---|---|
| budget_range | string | – | Target price bracket in local currency |
| handle | string | yes | Base product handle to find alternatives for |
| limit | integer | – | Maximum number of filtered alternatives to return |
| page | integer | – | Page number for pagination |
| page_size | integer | – | Number of items to fetch per page |
| personalize | boolean | – | Whether to apply personalized ranking |
| sort_by | string | – | Sorting criteria |
| sort_order | string | – | Sort order: 'asc' or 'desc' |
| Name | Type | Req | Description |
|---|---|---|---|
| budget_range | string | yes | Applied budget bracket |
| products | array | yes | List of visual alternatives within budget |
| source_handle | string | yes | Source product handle |
No examples provided.
products.search.image_upload Search Products By Uploaded Image ~247
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, and verified purchase URLs (https://s.polopan.com/p/{handle}).
| Name | Type | Req | Description |
|---|---|---|---|
| content_type | string | – | MIME type of the image, e.g. 'image/jpeg', 'image/png' |
| expiry_hours | integer | – | Temporary upload URL lifetime in hours |
| gender | string | – | Target gender filter |
| image_base64 | string | – | Base64-encoded image data string |
| image_path | string | – | Local file system path to the image file |
| page | integer | – | Page number for pagination |
| page_size | integer | – | Number of items to return per page |
| personalize | boolean | – | Whether to personalize search ranking |
| price_max | number | – | Maximum price |
| price_min | number | – | Minimum price |
| size | array | – | Array of sizes to filter by |
| sort_by | string | – | Sorting criteria |
| sort_order | string | – | Sort order: 'asc' or 'desc' |
| vendor | array | – | List of brand names |
| Name | Type | Req | Description |
|---|---|---|---|
| products | array | yes | Matching products |
| uploaded_image_url | string | yes | Temporary URL of the uploaded image |
No examples provided.
products.search.image_url Search Products By Image URL ~210
Search PoloPan products using image_url and optional filters. Returns products with available in-stock sizes, pricing, and verified purchase URLs (https://s.polopan.com/p/{handle}).
| Name | Type | Req | Description |
|---|---|---|---|
| gender | string | – | Target gender filter: 'men', 'women', or 'unisex' |
| image_url | string | yes | Publicly accessible URL of the fashion image to search for visual matches |
| page | integer | – | Page number for pagination |
| page_size | integer | – | Number of items to return per page |
| personalize | boolean | – | Whether to apply personalized ranking |
| price_max | number | – | Maximum price in local currency |
| price_min | number | – | Minimum price in local currency |
| size | array | – | Array of sizes to filter by |
| sort_by | string | – | Sorting criteria for search results |
| sort_order | string | – | Sort order: 'asc' or 'desc' |
| vendor | array | – | List of brand names to filter by |
| Name | Type | Req | Description |
|---|---|---|---|
| products | array | yes | List of matching fashion products |
No examples provided.
products.search.text Search Products By Text ~349
Search PoloPan products using a text query and optional filters. Returns products with available in-stock sizes, specifications table, shipping/return policies, pricing, and verified purchase URLs (https://s.polopan.com/p/{handle}). MANDATORY AGENT INSTRUCTIONS: 1. Always tell the user the available sizes for items, and display returning & shipping policies (Negative return days = 'Exchange only |X| days'). 2. When presenting/shortlisting products, display the product specifications table. 3. Return the base link (https://s.polopan.com/p/{handle}) during browsing. Provide the direct checkout link (https://s.polopan.com/p/{handle}/{size_index}) ONLY after the user's size is finalized.
| Name | Type | Req | Description |
|---|---|---|---|
| gender | string | – | Target gender filter: 'men', 'women', or 'unisex' |
| page | integer | – | Page number for pagination (starts at 1) |
| page_size | integer | – | Number of items to return per page (max 100) |
| price_max | number | – | Maximum price in local currency |
| price_min | number | – | Minimum price in local currency |
| query | string | yes | The search query or style keyword to find fashion items (e.g. 'black leather jacket', 'floral summer midi dress') |
| size | array | – | Array of sizes to filter by, e.g. ['S', 'M', 'L', 'XL'] |
| sort_by | string | – | Sorting criteria for the search results |
| sort_order | string | – | Sort order: 'asc' for ascending, 'desc' for descending |
| vendor | array | – | List of brand or vendor names to filter by |
| Name | Type | Req | Description |
|---|---|---|---|
| pagination | object | – | Pagination metadata |
| products | array | yes | List of matching fashion products |
No examples provided.
vision.outfit.detect_pieces Detect Fashion Pieces & Bounding Boxes ~153
Deconstruct an outfit image or photo into individual fashion pieces (e.g. Upper-body garment, Lower-body garment, Dress, Footwear, Bag, Headwear) with bounding box coordinates and confidence scores. Use this to break down full-body look photos and search for matching catalog items for each piece individually.
| Name | Type | Req | Description |
|---|---|---|---|
| image_base64 | string | – | Base64-encoded image string for outfit piece detection |
| image_path | string | – | Local path to the outfit image file to deconstruct |
| image_url | string | – | Public HTTP(S) URL of the fashion image to deconstruct |
| threshold | number | – | Confidence threshold for object detection bounding boxes (0.05 to 0.95) |
| Name | Type | Req | Description |
|---|---|---|---|
| pieces | array | yes | List of detected fashion pieces |
No examples provided.
What is the PoloPan Fashion MCP Server server?
PoloPan Fashion MCP Server is listed in the public MCP registry as io.github.rofoso-com/mcp. Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout. This page covers its hosted endpoint (https://mcp-server.polopan.com/mcp).
Is the PoloPan Fashion MCP Server server safe to use?
PoloPan Fashion MCP Server scores 71 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the PoloPan Fashion MCP Server server expose?
PoloPan Fashion MCP Server exposes 10 tools: products.search.text, products.search.image_url, products.search.image_upload, vision.outfit.detect_pieces, looks.curation.by_occasion, and 5 more. Their descriptions and schemas cost roughly 2,237 tokens of context every time the server is loaded.
Does the PoloPan Fashion MCP Server server require authentication?
No. We connected to PoloPan Fashion MCP Server without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the PoloPan Fashion MCP Server server still maintained?
PoloPan Fashion MCP Server is still listed as active in the MCP registry. We last reached this channel on 25 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.