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Nexscope Ecommerce Data MCP

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

nexscope_data_cj_ad_creative_ads_detail

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

Input Schema

NameRequiredDescriptionDefault
idYesAds returned by ad search `id`
countryYesSupported lowercase country codes
includeNoOptional value `core`; multiple values separated by commas

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 declare readOnlyHint=false and openWorldHint=true, but the description adds nothing about behavior, side effects, auth, or why a 'detail' endpoint is not read-only. It does not contradict the annotations, but it contributes no context beyond them.

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 a single short sentence, but brevity here reflects under-specification rather than disciplined structure; it is essentially a restated title with no useful front-loaded 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 tool with no output schema, a non-read-only annotation, and two required parameters, the description should at minimum explain what the returned ad detail contains and how to obtain a valid id. None of that is present.

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 the schema already explains id, country (lowercase codes), and the optional include=core value. The description adds no parameter meaning of its own, 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 simply restates the tool title verbatim: "TikTok Commerce Intelligence CJ: ad creative/ads/detail API." It implies a lookup of ad detail for a given id, but offers no verb-level explanation of what the tool actually returns or how it differs from the many cj_* sibling tools.

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 guidance, no mention of prerequisites (e.g. needing an id obtained from nexscope_data_cj_ad_creative_ads_search), and no routing away from adjacent tools such as cj_ad_creative_ads_search or cj_ad_creative_ads_related_products. The word 'detail' only faintly implies a follow-up lookup.

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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