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TikTok Commerce Intelligence CJ: ad creative/ads/search API

nexscope_data_cj_ad_creative_ads_search
Read-only

TikTok Commerce Intelligence CJ: ad creative/ads/search API.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number, minimum 1
sortNo`field:asc` or `field:desc`
adTypeNoUpstream advertising type classification value
countryYesLowercase country code: `br,de,es,fr,gb,id,it,jp,mx,my,ph,sg,th,us,vn`
keywordNoSearch keywords
categoryNoProduct classification
pageSizeNoNumber per page, maximum 10
excludeSparkAdsNoWhether to exclude Spark Ads

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so safety is covered externally. The description contributes nothing further — no note on pagination behavior, result caps (pageSize max 10 is only in schema), rate limits, or what the search surface covers. 'Search API' is the only behavioral hint and it duplicates the annotation profile.

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?

It is short, but not concise in the useful sense — a single label-like fragment that repeats the name and title. Nothing is front-loaded because there is no substantive content to order.

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

Completeness1/5

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

For an eight-parameter search tool with no output schema and no annotations beyond the generic read-only profile, the description should explain what the result set contains and how it differs from sibling search/detail tools. None of that is present, leaving the definition inadequate for correct invocation in a crowded namespace.

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%, with all eight parameters documented including the country enum list, sort syntax, and pageSize maximum. The description adds no parameter meaning beyond the schema, so the baseline of 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 description restates the title verbatim ('TikTok Commerce Intelligence CJ: ad creative/ads/search API') without adding a verb-resource statement an agent could act on. It hints at a search over ad creatives but never says what is returned or what the search operates over. It does not distinguish this tool from close siblings such as nexscope_data_cj_ad_creative_creatives_search or nexscope_data_cj_ad_creative_ads_detail.

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

Usage Guidelines1/5

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

There is no when-to-use guidance, no conditions, and no mention of alternatives. Given the many near-identical CJ ad/creative siblings (ads_detail, creatives_search, creatives_detail, related_products), the absence of routing guidance leaves agent selection to guesswork.

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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