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Temu Category Search

nexscope_temu_category_search
Read-only

Search synced Temu category data in the local database by keyword to find category Chinese names, English names, and category IDs for use in product/store filtering. Triggered when users mention Temu categories, Temu category ID, Temu category tree, Temu backend categories, temu categories, syncTemuCategory (Temu category sync) followed by category queries, or Temu category search. Even if the user does not mention the tool name, this skill should be triggered whenever searching for category IDs by keyword in the locally synced Temu category database.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number, at least 1; defaults to 1.
keywordYesKeyword, at most 200 characters; matches category Chinese name, English name, or category ID substring.
pageSizeNoResults per page, from 1 to 200; defaults to 50.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, openWorldHint=true, so safety is covered. The description does add that results come from a *locally synced* database (implying freshness depends on a prior syncTemuCategory run), which is genuinely useful context, but it omits result-set size, pagination behavior, and what happens on no match.

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?

The first sentence is well front-loaded, but the rest is padded: a laundry list of trigger phrases ('Temu categories, Temu category ID, Temu category tree, Temu backend categories...') and a final sentence that repeats the keyword-in-synced-database rule already stated. Roughly half the text is redundant trigger-seeding rather than substantive guidance.

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

Completeness4/5

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

For a simple, 3-parameter read-only lookup with full schema coverage, no output schema, and clear annotations, the description covers what the tool does and what fields it returns. Only the freshness/sync dependency is implied rather than stated, which is a minor gap.

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%, so the schema already documents keyword (substring match on Chinese/English name or ID, max 200), page, and pageSize. The description restates the keyword matching behavior but adds nothing on pagination or result ordering, so the baseline 3 applies.

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?

Specific verb and resource: searching synced Temu category data by keyword to return Chinese names, English names, and category IDs. It also states the downstream use (product/store filtering), which helps scope the tool, though it never names the near-identical siblings (nexscope_geekbi_temu_category_search, nexscope_data_gb_temu_category_search) an agent would need to disambiguate against.

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?

Gives trigger conditions ('Triggered when users mention Temu categories...', 'whenever searching for category IDs by keyword') but frames them exclusively as positive triggers. There is no explicit when-not, no prerequisite statement that data must first be synced via syncTemuCategory, and no routing to the live-search siblings.

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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