MCP App Store

Overview

AI visual search for fashion. Upload a photo of any clothing item to get two kinds of real-product recommendations: (1) similar items in the same category as the detected item (e.g., bags that look like the detected bag), and (2) Style With — actual cross-category products (tops, dresses, shoes, accessories, etc.) that pair well with the detected item, sourced from third-party online retailers so you can shop the complete look.

Tools

analyzeFashion

ChatGPT
패션 이미지로 유사 상품 검색. Find similar fashion products. Use when user wants to buy/shop/find/where-to-get clothing AND provides an image (file attachment or URL like https://...jpg in prompt). CODE-20.

narrow_style_with

ChatGPT
Narrow the 'Style With' (cross-category recommendations) to a single category WITHOUT switching the active item. Active detected item stays the same; only the cross-category list is filtered. When to use: • '가방과 어울리는 셔츠만', 'narrow style with to shirts', 'shirts that go with the bag', 'pair X with active', '~과 매치되는 X', '~과 코디할 X' • Any phrase where user wants to keep current detected item but filter Style With recommendations. Distinct from refine_results.switch_category which REPLACES the active item. This tool KEEPS active item and only narrows cross-category. Pass jobId and target (category to keep in Style With).

poll_analysis

ChatGPT
Use this when the widget needs to check fashion analysis progress for a jobId. Do not use from model context; this is a widget-internal polling tool.

refine_results

ChatGPT
Refine current analysis. STRICT intent mapping — read carefully before choosing intent: [switch_category] User wants to REPLACE the active category with a different one. Phrases: • 'show me X', 'X 보여줘', 'switch to X', 'X for me', 'X 좀 줘' • Single word with no relational context: 'shoes', '바지' [filter_cross_category] User wants to KEEP active category but narrow Style With (cross-category) results. Phrases ALWAYS contain a relational word: • English: 'narrow ... to X', 'X that go(es) with', 'pair X with', 'only X with the [active]', 'filter style with to X' • Korean: '~과/와 어울리는 X만', '~과 매치되는 X', '~에 맞는 X', '~과 코디할 X' • The user is preserving active context — DO NOT switch. The active item stays; we just narrow Style With. ⚠️ CRITICAL: If user says 'narrow' or 'X that goes with' or '~과 어울리는' — choose filter_cross_category, NEVER switch_category. Even if active category isn't named, the relational word is sufficient signal. [filter_price] 'under $50' / '5만원 이하' → target=50 or 50000 [filter_color] 'black only' / '블랙만' → target=black [filter_brand] 'this brand only' / 'XXX 브랜드만' → target=brand_name Omit target when ambiguous. Pass jobId.

searchFashionByText

ChatGPT
Search fashion products by text description without needing an image. Use when user describes clothing in words (e.g. 'blue denim jacket', 'black leather boots', 'oversized white tee') and provides NO image. Returns similar products from the catalog with prices and links.

Capabilities

Interactive

Example Prompts

Click any prompt to copy it.

App Stats

5

Tools

1

Prompts

ChatGPT

Platforms

Works with

ChatGPT

Data refreshed daily