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Nexscope Ecommerce Data MCP

Shopee Product Search

nexscope_shopee_product_search

YouYing Shopee product selection tool supporting product query and filtering across all Shopee marketplaces, covering Malaysia, Taiwan (China), Indonesia, Thailand, Philippines, Singapore, Vietnam, Brazil, Mexico, Chile, and Colombia. Triggered when users mention Shopee product selection, Shopee product search, Shopee bestsellers, Shopee market analysis, Shopee category selection, Shopee keyword selection, Shopee sales filtering, Shopee price filtering, Southeast Asia e-commerce product selection, Shopee product search, Shopee product selection, Shopee bestsellers, or Shopee market analysis. Even if the user does not explicitly mention "YouYing" or "Shopee," this skill should be triggered whenever their need involves searching for products or filtering Shopee product data on the Shopee platform.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number (starting from 1)
pidsNoProduct ID list (max 500), comma-separated
pL1IdNoLevel 1 category ID
pL2IdNoLevel 2 category ID
pL3IdNoLevel 3 category ID
cidListNoCategory ID list, full path, multiple groups separated by
keywordNoProduct title keyword
orderByNoSort field: rating, price, historical_sold (total sales), sold (30-day sales), payment (30-day revenue), favorite, ratings, gen_time (listing time), estimate_sold (estimated sales)
soldMaxNoMaximum units sold in last 30 days
soldMinNoMinimum units sold in last 30 days
stationYesRequired. Shopee site, accepts name or code. See site mapping table below
cbOptionNoShipping origin: 0=Local, 1=Cross-border
merchantNoStore name or username
pageSizeNoProducts per page (range 1-1000)
priceMaxNoMaximum total product price
priceMinNoMinimum total product price (local currency)
ratingMaxNoMaximum product rating
ratingMinNoMinimum product rating (0-5)
isHotSalesNoHot selling: 0=Not hot, 1=Hot
paymentEndNoMaximum sales revenue in last 30 days
ratingsMaxNoMaximum number of ratings
ratingsMinNoMinimum number of ratings
shopIdListNoSpecific store ID list, comma-separated
favoriteMaxNoMaximum number of favorites
favoriteMinNoMinimum number of favorites
keywordTypeNoMatch mode: 1=Exact phrase (default), 2=Multi-word AND, 3=Multi-word OR
orderByTypeNoSort direction: ASC (ascending), DESC (descending)
statTimeEndNoStatistics time range end (format: yyyy-MM-dd HH:mm:ss)
paymentStartNoMinimum sales revenue in last 30 days
shopLocationNoStore location
skuNumberEndNoMaximum total SKU count
listingDateToNoProduct listing date range end (format: yyyy-MM-dd)
statTimeStartNoStatistics time range start (format: yyyy-MM-dd HH:mm:ss)
isOfficialShopNoOfficial store: 0=No, 1=Yes
skuNumberStartNoMinimum total SKU count
approvedDateEndNoStore opening time range end (format: yyyy-MM-dd)
estimateSoldEndNoMaximum estimated units sold in last 30 days
lastModiTimeEndNoLatest crawl time range end (format: yyyy-MM-dd)
listingDateFromNoProduct listing date range start (format: yyyy-MM-dd)
notExistKeywordNoExclude products containing this keyword
isShopeeVerifiedNoShopee Preferred: 0=Not preferred, 1=Preferred
shippingIconTypeNoStore location type: 0=Local, 1=Overseas
approvedDateStartNoStore opening time range start (format: yyyy-MM-dd)
estimateSoldStartNoMinimum estimated units sold in last 30 days
historicalSoldEndNoMaximum total historical units sold
lastModiTimeStartNoLatest crawl time range start (format: yyyy-MM-dd)
notExistShopIdListNoExcluded store ID list, comma-separated
historicalSoldStartNoMinimum total historical units sold
notExistKeywordTypeNoExclusion match mode: 1=Exact phrase (default), 2=Multi-word AND, 3=Multi-word OR

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations only declare readOnlyHint=false and openWorldHint=true; the description adds no behavioral context such as result caps, pagination/size limits (pageSize up to 1000, pids max 500), latency, quota, or whether calls consume credits. For a broad open-world query tool with 49 filters, that is a meaningful gap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The trigger list is duplicated almost verbatim ('Shopee product search, Shopee product selection, Shopee bestsellers, Shopee market analysis' appears twice), and the same concept is restated in three sentences. The useful content (marketplace coverage) is buried behind repetitive keyword stuffing.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With 49 parameters, one required field, no output schema, and thin annotations, the description should clarify the station mapping and return shape. Instead it references a 'site mapping table below' that is not present in the description, leaving a dangling instruction and no guidance on result volume or ordering behavior.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and every filter (price, sold, rating, category levels, dates, sort fields) is documented in the schema, so the baseline 3 applies. The description contributes nothing about parameter interaction, e.g. that 'station' is mandatory or how cidList's 'full path' grouping works.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('Shopee product query and filtering') and enumerates the supported marketplaces, which clearly separates it from detail/download siblings such as nexscope_shopee_product_detail. It stops short of naming the closest alternatives explicitly, and the long brand framing ('YouYing') dilutes the core statement.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The trigger-phrase list implies when to use it (product selection, bestsellers, market/category/keyword analysis, sales and price filtering), and it broadens to cases where the user never says 'Shopee'. However, it never states when NOT to use it or which sibling (e.g. nexscope_shopee_product_detail or nexscope_data_yy_shopee_get_product_infos) to pick instead, so routing among the Shopee tools is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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