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Nexscope Ecommerce Data MCP

TikTok Commerce Intelligence CJ: creators/rankings/commercial API

nexscope_data_cj_creators_rankings_commercial

TikTok Commerce Intelligence CJ: creators/rankings/commercial API.

Input Schema

NameRequiredDescriptionDefault
dateYes`YYYYMMDD`
pageNoPage number, minimum 1
sortNoSorting conditions
countryYesLower case country code
pageSizeNo1–20 items per page
granularityYes`daily`, `weekly`, `monthly`, `0`, `1` or `2`

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 already declare read_only=false and openWorld=true, so the baseline burden is lower, but the description adds no behavioral context at all: no mention of what 'commercial' ranking means, whether results are cached/sampled, pagination limits, or data freshness. Nothing contradicts the annotations, but nothing is contributed either.

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?

It is a single short sentence with no bloat, but the brevity comes from under-specification rather than discipline. There is nothing to front-load because no substantive content exists.

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?

A 6-parameter tool (3 required) with no output schema needs the description to explain what a 'commercial' creator ranking contains and how country/date/granularity shape it. The description supplies none of this, so an agent cannot predict the response or validate that it picked the right ranking endpoint.

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% (date as YYYYMMDD, lower-case country code, granularity enum values, pageSize 1-20), so the schema carries parameter meaning on its own. The description adds nothing about how parameters affect ranking results, which is the baseline 3 case.

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 tool name and path segments ('creators/rankings/commercial API') without a verb or any statement of what is actually returned. It conveys only that this is some commercial-creator ranking endpoint, leaving the ranked metric and entity scope undefined.

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 guidance on when to use this tool, no prerequisites, and no mention of the closely related siblings nexscope_data_cj_creators_rankings_agencies, nexscope_data_cj_creators_rankings_growth, or nexscope_data_cj_creators_search. An agent cannot infer from the text which ranking endpoint to select.

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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