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Nexscope Ecommerce Data MCP

TikTok Commerce Intelligence CJ: sellers/related creators API

nexscope_data_cj_sellers_related_creators

TikTok Commerce Intelligence CJ: sellers/related creators API.

Input Schema

NameRequiredDescriptionDefault
idYesStore ID
pageNoPage number, minimum 1
countryYesLower case country code
pageSizeNoNumber per page, maximum 10

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2/5.0
Behavior2/5

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

Annotations declare readOnlyHint=false and openWorldHint=true, yet the description supplies no behavioral context of its own — no indication of what data is retrieved, whether results are paginated or truncated, or what the open-world external dependency implies. It neither contradicts nor supplements the annotations, leaving the agent with only the structured hints.

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 entirely redundant with the tool name and title, so it does not earn its place. Conciseness here is a byproduct of having almost no content rather than of disciplined writing.

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?

With four parameters, two of them required (country and store id), no output schema, and an open-world flag, the description should explain what a call returns (e.g., a paginated list of creators associated with a TikTok Shop seller). It provides none of that, leaving the agent to infer the response shape and the meaning of the relationship.

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%: every parameter (id='Store ID', country, page, pageSize with max 10) is documented in the schema. The description contributes nothing about parameter meaning or syntax, so the baseline 3 for fully-covered schemas 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 only restates the title and tool name: 'TikTok Commerce Intelligence CJ: sellers/related creators API.' There is no verb explaining what operation is performed (fetch? list? rank?) or what 'related creators' means in relation to a seller. It does not distinguish this tool from the many sibling resources such as nexscope_data_cj_sellers_detail or nexscope_data_cj_products_related_creators.

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 when-to-use guidance, no prerequisites, and no mention of any alternative tool. An agent cannot tell from this text when to pick this seller-to-creator lookup over the creator-side tools like nexscope_data_cj_creators_search or the shop-level counterpart nexscope_data_cj_products_related_creators.

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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