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Nexscope Temu Keyword Research

nexscope_geekbi_temu_keyword_search
Read-only

Execute the selected keyword research 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.
dsrMaxNoUpper bound for dsr; minimum must not exceed maximum.
dsrMinNoLower bound for dsr; minimum must not exceed maximum.
keywordNoUser keyword; preserve the supplied language.
regionIdNoTemu region from sites[].regionId; never siteId.
avgPriceMaxNoUpper bound for avgPrice; minimum must not exceed maximum.
avgPriceMinNoLower bound for avgPrice; minimum must not exceed maximum.
itemCountMaxNoUpper bound for itemCount; minimum must not exceed maximum.
itemCountMinNoLower bound for itemCount; minimum must not exceed maximum.
mallCountMaxNoUpper bound for mallCount; minimum must not exceed maximum.
mallCountMinNoLower bound for mallCount; minimum must not exceed maximum.
totalSoldMaxNoUpper bound for totalSold; minimum must not exceed maximum.
totalSoldMinNoLower bound for totalSold; minimum must not exceed maximum.
totalSalesMaxNoUpper bound for totalSales; minimum must not exceed maximum.
totalSalesMinNoLower bound for totalSales; minimum must not exceed maximum.
firstOnSaleTimeMaxNoLatest firstOnSaleTime in ISO-8601 date-time; minimum must not exceed maximum.
firstOnSaleTimeMinNoEarliest firstOnSaleTime in ISO-8601 date-time; minimum must not exceed maximum.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, destructiveHint=false, so the safety profile is covered. The phrase "preserve provider business fields and extensions" hints that the response passes through raw provider fields rather than a normalized shape, which is modest added value, but nothing is said about pagination limits, rate limits, or result shape.

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?

A single short sentence with no padding, but it is under-specified rather than economical, and the one substantive claim (provider field preservation) is buried in vague phrasing rather than front-loaded.

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 21-parameter, fully-optional filter tool with openWorld access and no output schema, the description should convey what a call returns (keyword rows with search volume, competition, etc.) and how paging behaves. None of that is present, leaving the agent to infer the result shape entirely.

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% across all 21 parameters, including notes like regionId coming from sites[].regionId and page*size <= 10000, so the schema carries the semantics. The description adds nothing beyond the schema; baseline 3 applies.

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 sentence restates the title in generic terms ("keyword research operation") without ever saying it searches Temu keywords, what entity it returns, or what makes it different from the many sibling keyword/temu tools (e.g. nexscope_data_gb_temu_keyword_search, nexscope_geekbi_temu_goods_search). An agent reading only the description cannot tell the verb+resource apart from a dozen neighbors.

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?

No when-to-use, no when-not-to-use, and no named alternative. With seven geekbi_temu siblings plus several temu keyword tools in the list, this is exactly the case where routing guidance is required, and none is given.

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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