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Nexscope Ecommerce Data MCP

TikTok Commerce Intelligence CJ: videos/search API

nexscope_data_cj_videos_search

TikTok Commerce Intelligence CJ: videos/search API.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number, starting from 1
sortNo`field:asc` or `field:desc`
countryYesLower case request context/site code
keywordNoVideo description or related keywords
categoryNoVideo classification; use vendor-approved values
pageSizeNoNumber per page, maximum 10
accountTypeNoOnly `0`, `3`, `4` allowed
isCommercialNoWhether to bring goods

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.7/5.0
Behavior1/5

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

Annotations declare openWorldHint=true and readOnlyHint=false, so the agent gets its only behavioral signal from structured fields; the description says nothing about external data sourcing, rate limits, cost, or result shape. For a search tool with eight parameters and no output schema, this is a total gap.

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 brevity comes from under-specification rather than economy — the whole sentence is a label with no actionable content.

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?

Given eight parameters, a required country code, vendor-specific values for category and accountType, and no output schema explaining the returned video fields, the description is far too thin to let an agent call this correctly or interpret results.

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 every parameter (page, sort, country, keyword, category, pageSize, accountType, isCommercial) is already documented in the schema; the description contributes nothing beyond that, which is the baseline 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 title almost verbatim ('TikTok Commerce Intelligence CJ: videos/search API'), which effectively names the verb (search) and resource (videos) but adds no explanation of what is being searched or what makes this tool distinct from siblings like nexscope_data_cj_videos_detail or nexscope_chuhaijiang_tiktok_video_search.

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 mention of prerequisites (country is required), and no routing to or away from the many neighboring video/creator/product tools in the CJ family.

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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