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TikTok Commerce Intelligence CJ: sellers/search API

nexscope_data_cj_sellers_search
Read-only

TikTok Commerce Intelligence CJ: sellers/search API.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number, minimum 1
sortNo`field:asc` or `field:desc`
countryYesLower case country code
keywordNoStore search keywords
categoryNoProduct category ID
pageSizeNoNumber per page, maximum 10
sellerTypeNoSeller type value

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?

The annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is covered by structured data. The description contributes nothing beyond that — no note on result pagination limits (pageSize max 10), data freshness, coverage by country, or external-service dependency.

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 the problem is under-specification rather than verbosity: the sentence merely duplicates the title and earns no informational place. Nothing is front-loaded about what data comes back or how to scope a query.

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 a 7-parameter search endpoint with no output schema, the description provides none of the missing context — not the shape of a seller result, not pagination/fetch-all behavior, not the required country scoping, not relationships to sibling detail/ranking tools. An agent has essentially only the schema to work from.

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% with all 7 parameters documented inline (country, keyword, category, sellerType, sort, page, pageSize), so the schema carries the full parameter burden. The description adds no additional semantics such as valid sort fields or country-code conventions, which is the baseline expectation when coverage is this high.

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 a restatement of the tool name and title: 'TikTok Commerce Intelligence CJ: sellers/search API.' It implies a seller search on TikTok Commerce CJ data, but adds no verb-level explanation of scope, return content, or how it differs from the many sibling seller tools (nexscope_data_cj_sellers_detail, sellers_rankings_top_selling, sellers_related_products, etc.).

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, when-not-to-use, or alternative routing guidance. The description never mentions that a country is required or that this is a discovery/list tool that feeds sellers_detail or the rankings siblings, leaving the agent to infer everything from the name.

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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