Search Shopee shops, listings and categories across markets: sellers, prices, sales and ratings.
Scored across 5 tools
Each tool targets a distinct entity and action: get_product and get_shop fetch single records by identifier, while search_products, search_shops, and search_categories perform filtered searches over different resources. The get vs. search boundary is clear, and no two tools overlap in purpose.
All names follow a consistent Shopee_verb_noun pattern with snake_case (get_product, get_shop, search_categories, search_products, search_shops). The verb choice (get for single-record retrieval, search for filtered lists) is applied consistently across entity types.
Five tools is well-scoped for a read-only marketplace data server covering products, shops, and categories. Each tool earns its place, and there is no redundant or extraneous surface.
The surface covers the core read operations for products, shops, and categories, including searching and single-record retrieval. Minor gaps exist: there is no direct get_category by id (only search_categories with parentId), and no batch retrieval by multiple ids. These are workable but slightly incomplete.
Fetch one Shopee product by item id, with its shop and category. Price is in the market currency. Product coverage is not complete yet, so { data: null } means the listing is missing or not loaded.
Inputs: id (required).
Fetch one Shopee shop by id, or by country plus username. Shops are complete. Some shops have no username, so a username lookup can miss a shop that exists; use id when you have it. The latest data point is 22 Sep 2026. Includes address, ratings, and the top stored products by units sold. Product coverage is not complete yet: embedded products are only the listings we have loaded, not the shop's full catalog. itemCount is the shop's total listing count on Shopee. Returns { data: null } when missing.
Inputs: id, country, username, productLimit.
Search the Shopee category tree. Filters are ANDed. Use parentId to list children of a category, or rootsOnly for top-level categories. Returns { data, total, page, limit }.
Inputs: page, level, limit, query, +3 more.
Search Shopee listings. Filters are ANDed. Defaults to most units sold. Prices are in the market currency (IDR, MYR, THB, VND, PHP, SGD, TWD, BRL, MXN, COP, CLP), not converted.
Product coverage is not complete yet. Totals and soldCount rankings only cover stored listings, not the full Shopee catalog. A shop with no matches may still sell the item.
Pass shopId when you already have a shop. category matches a category name and includes its child categories. price and soldCount are indexed.
Returns { data, total, page, limit }. When category is set, matchedCategories lists the named matches (children are searched but not all listed).
Inputs: page, brand, catId, limit, +16 more.
Search Shopee shops. Filters are ANDed. Defaults to most followers.
Shops are complete. Some shops have no username. The latest data point is 22 Sep 2026.
Use registrationNumber for a legal id (Indonesia NIB, Thailand company registration). Use username for an exact handle. Street, city, and district are substrings. City is stored with a prefix such as "KOTA JAKARTA UTARA" or "KAB. TANGERANG"; province for Indonesia is uppercase, e.g. "DKI JAKARTA". followerCount and ratingStar are indexed — set minFollowers or minRating when scanning a market. sortBy is any ShopeeShop column.
Returns { data, total, page, limit }. Each row includes a Shopee url.
Inputs: city, page, limit, query, +18 more.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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