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

nexscope_data_cj_ad_creative_creatives_search
Read-only

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

Input Schema

NameRequiredDescriptionDefault
pageNoPage number, minimum 1
sortNo`field:asc` or `field:desc`
isAigcNoIs it AIGC?
countryYesSupported lowercase country codes
keywordNoSearch keywords
categoryNoMaterial classification
pageSizeNoNumber per page, maximum 10
hasProductNoWhether related products
isSponsoredNoIs it sponsored content?

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.2/5.0
Behavior2/5

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 structurally. The description adds nothing beyond that — no note that results are externally sourced live TikTok data, no pagination caps (pageSize max 10), no country-scoping constraints, and no indication of 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.

Conciseness2/5

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

It is short, but the single sentence is a near-verbatim copy of the title rather than a front-loaded explanation, so it does not earn its place. Brevity here reflects under-specification rather than efficient communication.

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?

This is a 9-parameter, open-world search endpoint with no output schema, so the description carries real burden to explain what comes back and how to page through it. It provides none of that, leaving the agent dependent entirely on schema field names.

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 all nine parameters (country, keyword, category, sort, isAigc, hasProduct, isSponsored, page, pageSize) are documented in the schema itself. Baseline 3 is appropriate; the description contributes no extra parameter meaning such as accepted sort fields or category vocabulary.

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 tool name/title (CJ ad creative/creatives/search) without adding a verb-resource statement the agent couldn't already read in the name. It gives no scope, no data domain detail, and no differentiation from the very close siblings nexscope_data_cj_ad_creative_creatives_detail and nexscope_data_cj_ad_creative_ads_search.

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 when-to-use, when-not-to-use, or alternative guidance. An agent facing ads_search vs creatives_search vs creatives_detail has to infer selection purely from the names, which the description does nothing to disambiguate.

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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