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Nexscope Ecommerce Data MCP

Nexscope Temu Product Search

nexscope_geekbi_temu_goods_search

Execute the selected product search operation and preserve provider business fields and extensions.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number.
sizeNoItems per page; page times size must not exceed 10000.
sortNoConfirmed provider sort field; omit when unnecessary.
orderNoSort direction, case-insensitive.
catIdsNoCategory identifiers obtained from category lookup.
statusNo1 normal, 2 out of stock, 3 delisted.
keywordNoUser keyword; preserve the supplied language.
soldMaxNoUpper bound for sold; minimum must not exceed maximum.
soldMinNoLower bound for sold; minimum must not exceed maximum.
priceMaxNoUpper bound for price; minimum must not exceed maximum.
priceMinNoLower bound for price; minimum must not exceed maximum.
regionIdNoTemu region from sites[].regionId; never siteId.
salesMaxNoUpper bound for sales; minimum must not exceed maximum.
salesMinNoLower bound for sales; minimum must not exceed maximum.
matchModeNo1 strict matching, 2 fuzzy matching.
daySoldMaxNoUpper bound for daySold; minimum must not exceed maximum.
daySoldMinNoLower bound for daySold; minimum must not exceed maximum.
daySalesMaxNoUpper bound for daySales; minimum must not exceed maximum.
daySalesMinNoLower bound for daySales; minimum must not exceed maximum.
hostingModeNo1 fully managed, 2 semi-managed.
mallSoldMaxNoUpper bound for mallSold; minimum must not exceed maximum.
mallSoldMinNoLower bound for mallSold; minimum must not exceed maximum.
quantityMaxNoUpper bound for quantity; minimum must not exceed maximum.
quantityMinNoLower bound for quantity; minimum must not exceed maximum.
weekSoldMaxNoUpper bound for weekSold; minimum must not exceed maximum.
weekSoldMinNoLower bound for weekSold; minimum must not exceed maximum.
monthSoldMaxNoUpper bound for monthSold; minimum must not exceed maximum.
monthSoldMinNoLower bound for monthSold; minimum must not exceed maximum.
reviewNumMaxNoUpper bound for reviewNum; minimum must not exceed maximum.
reviewNumMinNoLower bound for reviewNum; minimum must not exceed maximum.
weekSalesMaxNoUpper bound for weekSales; minimum must not exceed maximum.
weekSalesMinNoLower bound for weekSales; minimum must not exceed maximum.
goodsScoreMaxNoUpper bound for goodsScore; minimum must not exceed maximum.
goodsScoreMinNoLower bound for goodsScore; minimum must not exceed maximum.
monthSalesMaxNoUpper bound for monthSales; minimum must not exceed maximum.
monthSalesMinNoLower bound for monthSales; minimum must not exceed maximum.
onSaleTimeMaxNoLatest onSaleTime in ISO-8601 date-time; minimum must not exceed maximum.
onSaleTimeMinNoEarliest onSaleTime in ISO-8601 date-time; minimum must not exceed maximum.
daySoldRateMaxNoUpper bound for daySoldRate; minimum must not exceed maximum.
daySoldRateMinNoLower bound for daySoldRate; minimum must not exceed maximum.
supplyPriceMaxNoUpper bound for supplyPrice; minimum must not exceed maximum.
supplyPriceMinNoLower bound for supplyPrice; minimum must not exceed maximum.
daySalesRateMaxNoUpper bound for daySalesRate; minimum must not exceed maximum.
daySalesRateMinNoLower bound for daySalesRate; minimum must not exceed maximum.
mallOpenTimeMaxNoLatest mallOpenTime in ISO-8601 date-time; minimum must not exceed maximum.
mallOpenTimeMinNoEarliest mallOpenTime in ISO-8601 date-time; minimum must not exceed maximum.
weekSoldRateMaxNoUpper bound for weekSoldRate; minimum must not exceed maximum.
weekSoldRateMinNoLower bound for weekSoldRate; minimum must not exceed maximum.
monthSoldRateMaxNoUpper bound for monthSoldRate; minimum must not exceed maximum.
monthSoldRateMinNoLower bound for monthSoldRate; minimum must not exceed maximum.
weekSalesRateMaxNoUpper bound for weekSalesRate; minimum must not exceed maximum.
weekSalesRateMinNoLower bound for weekSalesRate; minimum must not exceed maximum.
monthSalesRateMaxNoUpper bound for monthSalesRate; minimum must not exceed maximum.
monthSalesRateMinNoLower bound for monthSalesRate; minimum must not exceed maximum.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.3/5.0
Behavior2/5

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

Annotations declare readOnlyHint=false and openWorldHint=true, but the description adds no behavioral context such as authentication needs, rate limits, pagination behavior, or what 'preserve provider business fields and extensions' actually means for callers. It neither contradicts the annotations nor meaningfully supplements them.

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

Conciseness3/5

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

It is a single short sentence with no wasted words, so it is concise. However, the brevity comes at the cost of under-specification rather than efficient information density; the only substantive clause is vague and does not earn its place.

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?

For a 54-parameter product search tool with no output schema, the description is far too thin, omitting result contents, pagination constraints, region selection expectations, and how the many filters combine. The rich input schema compensates somewhat, but the description itself leaves major gaps for a tool of this complexity.

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?

The schema description coverage is 100% across 54 parameters, including enums and bounds, so parameter meaning is already fully documented in structured fields. The description adds no additional parameter semantics or usage guidance, which is acceptable only because the schema does the heavy lifting.

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

Purpose2/5

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

The description says only 'Execute the selected product search operation', which essentially restates the tool name without specifying Temu products, the searchable fields, or how it differs from siblings like nexscope_geekbi_temu_keyword_search or nexscope_geekbi_temu_category_search. The added phrase about preserving provider business fields and extensions is implementation detail, not a purpose statement.

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

Usage Guidelines2/5

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

There is no guidance on when to use this tool versus the many sibling Temu search tools, no prerequisites, and no exclusions. An agent receives no signal about choosing this over keyword_search, category_search, mall_search, or goods_detail.

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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