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Nexscope Ecommerce Data MCP

Nexscope Temu Shop Search

nexscope_geekbi_temu_mall_search

Execute the selected shop 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.
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.
goodsNumMaxNoUpper bound for goodsNum; minimum must not exceed maximum.
goodsNumMinNoLower bound for goodsNum; 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.
mallStarMaxNoUpper bound for mallStar; minimum must not exceed maximum.
mallStarMinNoLower bound for mallStar; minimum must not exceed maximum.
mallSalesMaxNoUpper bound for mallSales; minimum must not exceed maximum.
mallSalesMinNoLower bound for mallSales; minimum must not exceed maximum.
reviewNumMaxNoUpper bound for reviewNum; minimum must not exceed maximum.
reviewNumMinNoLower bound for reviewNum; minimum must not exceed maximum.
followerNumMaxNoUpper bound for followerNum; minimum must not exceed maximum.
followerNumMinNoLower bound for followerNum; 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.

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 already declare openWorldHint=true and readOnlyHint=false, and the only added context is that provider business fields and extensions are preserved in the response — a small but real detail about return fidelity. Nothing is said about pagination caps (page×size ≤ 10000), rate limits, region scoping, or why a search would be non-read-only per the annotation.

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, front-loaded sentence with no filler. However, the brevity reflects under-specification rather than discipline — the one sentence carries almost no decision-relevant information.

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 24-parameter search tool with no output schema and zero required parameters, the description leaves the agent without any framing: no explanation of default region (211), no note that catIds come from a category lookup, no indication of what the result set contains. The structured schema compensates somewhat, but the description is not adequate on its own.

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?

All 24 parameters have full schema descriptions (100% coverage), so the schema carries parameter meaning and the baseline of 3 applies. The description adds nothing about filters like mallStar, mallSales, hostingMode, or the avgPrice bounds, though the schema already explains the min≤max constraints.

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 restates the name/title (mall/shop search) in generic terms: "Execute the selected shop search operation" names no specific target, filter, or dataset. It does convey that this returns Temu shops rather than products, so it is marginally distinguishable from nexscope_geekbi_temu_goods_search, but the phrasing is essentially tautological.

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 versus the many sibling Temu tools (goods_search, keyword_search, category_search, site_list, or the near-duplicate nexscope_data_gb_temu_mall_search). No prerequisites, no mention of required lookups such as regionId or catIds, and no exclusions.

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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