{"name":"io.github.rofoso-com/mcp","slug":"rofoso-com-mcp","title":"PoloPan Fashion MCP Server","description":"Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.","url":"https://mcp.market/server/rofoso-com-mcp","rating":null,"grade":"B","score":84,"certified":false,"status":"active","category":"finance","tags":["finance","search"],"presence":{"score":29,"stars":1,"forks":0,"downloads_week":18,"last_push_at":"2026-09-25T15:36:45.000Z","license":"MIT"},"uptime":{"percent":100,"checks":8,"ok":8,"last_checked_at":"2026-09-27T12:46:34.929Z","last_ok_at":"2026-09-27T12:46:34.929Z","latency_ms":229},"claimed":false,"transport":"mixed","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/rofoso-com/mcp","website":null,"version":"1.2.6","remotes":[{"type":"streamable-http","url":"https://mcp-server.polopan.com/mcp"}],"packages":[{"registryType":"npm","identifier":"polopan-products-mcp","version":"1.2.6","transport":{"type":"stdio"}}],"tools":[{"name":"checkout.links.get_direct_url","description":"Generate the direct 1-click checkout purchase URL for a specific product and size index (https://s.polopan.com/p/{handle}/{size_index}).\n\nMANDATORY AGENT INSTRUCTION:\nOnly 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}.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"handle":{"type":"string","minLength":1,"description":"Unique product handle identifier"},"size":{"description":"Size label confirmed by the user (e.g. 'M', 'L', 'XL')","type":"string"},"size_index":{"description":"Zero-based index of the chosen size variant","type":"integer","minimum":0,"maximum":9007199254740991},"quantity":{"default":1,"description":"Number of units to purchase (1-10)","type":"integer","minimum":1,"maximum":10},"coupon":{"description":"Optional discount coupon code to pre-apply","type":"string"}},"required":["handle"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"looks.curation.by_occasion","description":"Discover complete curated fashion looks styled for specific occasions (e.g., 'Wedding & Reception', 'Party', 'Casual', 'Cocktail', 'Date Night', 'Club Night', 'Brunch', 'Vacation', 'Formal'). All returned looks are verified 100% in-stock (any look with an out-of-stock item is excluded).\n\nMANDATORY AGENT INSTRUCTIONS:\n1. Always inform the user of available in-stock sizes, shipping SLA, and return policy for each item. Format negative return days as 'Exchange only |X| days' (e.g. -7 -> 'Exchange only 7 days').\n2. When shortlisting a look, render the product specifications table (Fabric, Pattern, Collar, Sleeves, Fit, Care).\n3. Provide the clean base link (https://s.polopan.com/p/{handle}) during browsing/shortlisting. Provide direct 1-click checkout link (https://s.polopan.com/p/{handle}/{size_index}) ONLY after the user's size is finalized.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"occasion":{"description":"Target occasion or vibe: 'Wedding & Reception', 'Party', 'Casual', 'Cocktail', 'Date Night', 'Club Night', 'Brunch', 'Vacation', 'Formal'","type":"string"},"gender":{"default":"women","description":"Target gender filter: 'women' or 'men'","type":"string","enum":["women","men","female","male"]},"age":{"default":25,"description":"Target demographic age","type":"integer","minimum":16,"maximum":99},"page":{"default":1,"description":"Page number for looks pagination","type":"integer","minimum":1,"maximum":1000},"page_size":{"default":10,"description":"Number of looks per page","type":"integer","minimum":1,"maximum":100},"vendor":{"description":"Optional brand filter","type":"array","items":{"type":"string"}}},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"looks.curation.recommend","description":"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).\n\nMANDATORY AGENT INSTRUCTIONS:\n1. 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').\n2. When shortlisting a look, render the product specifications table (Fabric, Pattern, Collar, Sleeves, Fit, Care).\n3. 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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"handle":{"description":"Product handle to build coordinating outfits around","type":"string"},"occasion":{"description":"Target occasion or aesthetic theme (e.g. 'Wedding', 'Party', 'Cocktail', 'Date Night')","type":"string"},"gender":{"default":"women","description":"Target gender filter: 'women' or 'men'","type":"string","enum":["women","men","female","male"]},"page":{"default":1,"description":"Page number for pagination","type":"integer","minimum":1,"maximum":1000},"page_size":{"default":20,"description":"Number of outfits per page","type":"integer","minimum":1,"maximum":100}},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"products.items.check_stock","description":"Verify real-time stock availability, live discounted pricing, product specifications table (Fabric, Collar, Sleeves, Fit, Bottom, Care Instructions), shipping/return policies, and available sizes for a product. \n\nMANDATORY AGENT INSTRUCTIONS:\n1. Always tell the user the available in-stock sizes, and display returning & shipping policies (Negative return days = 'Exchange only |X| days').\n2. When presenting/shortlisting products, display the product specifications table.\n3. Return the base link (https://s.polopan.com/p/{handle}) during browsing. Provide the direct checkout link (https://s.polopan.com/p/{handle}/{size_index}) ONLY after the user's size is finalized.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"handle":{"type":"string","minLength":1,"description":"Unique product handle identifier"},"desired_size":{"description":"Optional size query to verify (e.g. 'M', 'L', 'XL', '32', '40')","type":"string"},"size_index":{"description":"Zero-based index of the size variant","type":"integer","minimum":0,"maximum":9007199254740991}},"required":["handle"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"products.items.get_by_handle","description":"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}).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"handle":{"type":"string","minLength":1,"description":"Unique product handle identifier (e.g. 'solid-linen-shirt')"}},"required":["handle"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"products.search.alternatives","description":"Find product alternatives within a selected budget range using product image similarity (same logic as extension). Every product url is the PoloPan short purchase link from GET /products/link/{handle} (https://s.polopan.com/p/{handle}; never the raw catalog URL).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"handle":{"type":"string","minLength":1,"description":"Base product handle to find alternatives for"},"budget_range":{"default":"1501-3000","description":"Target price bracket in local currency","type":"string","enum":["0-1500","1501-3000","3001-5000","5000+"]},"page":{"default":1,"description":"Page number for pagination","type":"integer","minimum":1,"maximum":1000},"page_size":{"default":8,"description":"Number of items to fetch per page","type":"integer","minimum":1,"maximum":100},"limit":{"default":6,"description":"Maximum number of filtered alternatives to return","type":"integer","minimum":1,"maximum":100},"sort_by":{"default":"relevance","description":"Sorting criteria","type":"string","enum":["relevance","price","title"]},"sort_order":{"default":"desc","description":"Sort order: 'asc' or 'desc'","type":"string","enum":["asc","desc"]},"personalize":{"default":false,"description":"Whether to apply personalized ranking","type":"boolean"}},"required":["handle"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"products.search.image_upload","description":"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}).","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"image_path":{"description":"Local file system path to the image file","type":"string","minLength":1},"image_base64":{"description":"Base64-encoded image data string","type":"string","minLength":1},"content_type":{"default":"image/jpeg","description":"MIME type of the image, e.g. 'image/jpeg', 'image/png'","type":"string"},"expiry_hours":{"default":24,"description":"Temporary upload URL lifetime in hours","type":"integer","minimum":1,"maximum":168},"page":{"default":1,"description":"Page number for pagination","type":"integer","minimum":1,"maximum":1000},"page_size":{"default":20,"description":"Number of items to return per page","type":"integer","minimum":1,"maximum":100},"sort_by":{"default":"relevance","description":"Sorting criteria","type":"string","enum":["relevance","price","title"]},"sort_order":{"default":"desc","description":"Sort order: 'asc' or 'desc'","type":"string","enum":["asc","desc"]},"gender":{"description":"Target gender filter","type":"string"},"size":{"description":"Array of sizes to filter by","type":"array","items":{"type":"string"}},"price_min":{"description":"Minimum price","type":"number"},"price_max":{"description":"Maximum price","type":"number"},"vendor":{"description":"List of brand names","type":"array","items":{"type":"string"}},"personalize":{"default":false,"description":"Whether to personalize search ranking","type":"boolean"}},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"products.search.image_url","description":"Search PoloPan products using image_url and optional filters. Returns products with available in-stock sizes, pricing, and verified purchase URLs (https://s.polopan.com/p/{handle}).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_url":{"type":"string","format":"uri","description":"Publicly accessible URL of the fashion image to search for visual matches"},"page":{"default":1,"description":"Page number for pagination","type":"integer","minimum":1,"maximum":1000},"page_size":{"default":20,"description":"Number of items to return per page","type":"integer","minimum":1,"maximum":100},"sort_by":{"default":"relevance","description":"Sorting criteria for search results","type":"string","enum":["relevance","price","title"]},"sort_order":{"default":"desc","description":"Sort order: 'asc' or 'desc'","type":"string","enum":["asc","desc"]},"gender":{"description":"Target gender filter: 'men', 'women', or 'unisex'","type":"string"},"size":{"description":"Array of sizes to filter by","type":"array","items":{"type":"string"}},"price_min":{"description":"Minimum price in local currency","type":"number"},"price_max":{"description":"Maximum price in local currency","type":"number"},"vendor":{"description":"List of brand names to filter by","type":"array","items":{"type":"string"}},"personalize":{"default":false,"description":"Whether to apply personalized ranking","type":"boolean"}},"required":["image_url"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"products.search.text","description":"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}).\n\nMANDATORY AGENT INSTRUCTIONS:\n1. Always tell the user the available sizes for items, and display returning & shipping policies (Negative return days = 'Exchange only |X| days').\n2. When presenting/shortlisting products, display the product specifications table.\n3. 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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"query":{"type":"string","minLength":1,"description":"The search query or style keyword to find fashion items (e.g. 'black leather jacket', 'floral summer midi dress')"},"page":{"default":1,"description":"Page number for pagination (starts at 1)","type":"integer","minimum":1,"maximum":1000},"page_size":{"default":20,"description":"Number of items to return per page (max 100)","type":"integer","minimum":1,"maximum":100},"sort_by":{"default":"relevance","description":"Sorting criteria for the search results","type":"string","enum":["relevance","price","title"]},"sort_order":{"default":"desc","description":"Sort order: 'asc' for ascending, 'desc' for descending","type":"string","enum":["asc","desc"]},"gender":{"description":"Target gender filter: 'men', 'women', or 'unisex'","type":"string"},"size":{"description":"Array of sizes to filter by, e.g. ['S', 'M', 'L', 'XL']","type":"array","items":{"type":"string"}},"price_min":{"description":"Minimum price in local currency","type":"number"},"price_max":{"description":"Maximum price in local currency","type":"number"},"vendor":{"description":"List of brand or vendor names to filter by","type":"array","items":{"type":"string"}}},"required":["query"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"vision.outfit.detect_pieces","description":"Deconstruct an outfit image or photo into individual fashion pieces (e.g. Upper-body garment, Lower-body garment, Dress, Footwear, Bag, Headwear) with bounding box coordinates and confidence scores. Use this to break down full-body look photos and search for matching catalog items for each piece individually.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_path":{"description":"Local path to the outfit image file to deconstruct","type":"string","minLength":1},"image_base64":{"description":"Base64-encoded image string for outfit piece detection","type":"string","minLength":1},"image_url":{"description":"Public HTTP(S) URL of the fashion image to deconstruct","type":"string","format":"uri"},"threshold":{"default":0.22,"description":"Confidence threshold for object detection bounding boxes (0.05 to 0.95)","type":"number","minimum":0.05,"maximum":0.95}},"$schema":"http://json-schema.org/draft-07/schema#"}}],"scan":{"score":84,"grade":"B","scanned_at":"2026-09-25T17:20:01.530Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-25T17:20:01.411Z","components":{"code":{"score":25,"max":25,"notes":["3 source files scanned"]},"reliability":{"score":17,"max":20,"notes":["remote reachable in 2788ms"]},"poisoning":{"score":15,"max":15,"notes":["10 tool descriptions checked"]},"auth":{"score":3,"max":15,"notes":["open endpoint exposes 1 write-action tools with no auth"]},"maintenance":{"score":15,"max":15,"notes":["last push 0 days ago"]},"identity":{"score":9,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[{"id":"auth.open-write","severity":"high","component":"auth","title":"Write-action tools reachable without authentication"}],"inputs":{"probes":[{"url":"https://mcp-server.polopan.com/mcp","reachable":true,"authRequired":false,"latencyMs":2788,"serverInfo":{"name":"polopan-products","version":"1.2.3"}}],"packages":[{"registryType":"npm","identifier":"polopan-products-mcp","version":"1.2.6","found":true,"license":"MIT","hasInstallScripts":false,"dependencyCount":2,"publishedAt":"2026-09-25T15:08:57.104Z","repositoryUrl":"git+https://github.com/rofoso-com/mcp.git","weeklyDownloads":18}],"repo":{"found":true,"owner":"rofoso-com","repo":"mcp","archived":false,"pushedAt":"2026-09-25T15:36:45Z","stars":1,"forks":0,"openIssues":0,"ownerType":"Organization","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/168787808?v=4","ownerCreatedAt":"2024-05-02T23:08:46Z","license":"MIT"},"icon":{"url":"https://avatars.githubusercontent.com/u/168787808?v=4&s=128","source":"github"},"presence":{"stars":1,"forks":0,"downloadsWeek":18,"license":"MIT","lastPushAt":"2026-09-25T15:36:45.000Z","score":29}}}},"grade_history":[],"reviews":[]}