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Nexscope Ecommerce Data MCP

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

nexscope_data_cj_ad_creative_ads_search

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

C2.1/5.0
Behavior2/5

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

Annotations declare readOnlyHint=false and openWorldHint=true, which is already counter-intuitive for a tool whose name implies a read/search operation; the description does nothing to clarify that, nor does it mention auth, rate limits, or pagination constraints (pageSize max 10). With annotations carrying the safety profile and the description adding zero context, this stays low but is not a direct contradiction.

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 one short sentence, but every word is a restatement of the title/name rather than useful front-loaded information. Brevity here reflects under-specification, not efficiency.

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 8-parameter, open-world search tool with no output schema, the description provides nothing an agent needs — not the result shape, not the required country constraint behavior, not the pagination limits. It is wholly inadequate for this complexity.

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% and all 8 parameters (country, keyword, category, adType, sort, page, pageSize, excludeSparkAds) are documented in the schema itself. The description contributes nothing beyond the schema, so the baseline 3 applies by rule.

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 almost verbatim ('TikTok Commerce Intelligence CJ: ad creative/ads/search API') without a real verb or object statement. It gestures at the domain (TikTok ad creative/ads search) but an agent cannot tell what it returns or how it differs from the near-identical sibling 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 Guidelines2/5

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

No when-to-use guidance, no prerequisites, and no mention of alternatives despite a dense sibling cluster (ads_detail, ads_related_products, creatives_search, chuhaijiang_tiktok_ad_search). The word 'search' faintly implies querying, but nothing distinguishes this from the other search-shaped 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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