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Nexscope Ecommerce Data MCP

TikTok Commerce Intelligence CJ: creators/rankings/growth API

nexscope_data_cj_creators_rankings_growth

TikTok Commerce Intelligence CJ: creators/rankings/growth 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 only declare readOnlyHint=false and openWorldHint=true; the description adds nothing about pagination behavior, rate limits, or what a 'growth' ranking measures over the required date/granularity window. Notably, a ranking query is annotated as not read-only, and the description does nothing to clarify why or what side effect exists.

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?

The single sentence is short but under-specified rather than concise: it repeats the title verbatim and front-loads nothing an agent can act on beyond the name.

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?

With six parameters, three required, no output schema, and two closely related sibling ranking tools, the definition provides nothing an agent needs to call it correctly or to choose it over alternatives. It is effectively a title-only entry for a non-trivial parameterized query.

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 six parameters (date format, country code, granularity values, page/pageSize, sort) are documented in the schema itself. The description contributes no additional parameter meaning, which is acceptable at the baseline when the schema does the work, but leaves room for the tool to explain, for example, what 'sort' accepts.

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 is essentially a restatement of the tool name and title: 'TikTok Commerce Intelligence CJ: creators/rankings/growth API.' It names the resource family (creator growth rankings) but supplies no verb or explanation of what the tool actually returns, and it does not distinguish itself from the near-identical siblings nexscope_data_cj_creators_rankings_commercial and nexscope_data_cj_creators_rankings_agencies.

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 the commercial or agencies ranking variants, and no stated prerequisites (e.g., which country/date combinations are supported). An agent must infer selection purely from the tool name token 'growth'.

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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