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Nexscope Ecommerce Data MCP

TikTok Commerce Intelligence CJ: videos/reviews API

nexscope_data_cj_videos_reviews

TikTok Commerce Intelligence CJ: videos/reviews API.

Input Schema

NameRequiredDescriptionDefault
idYesVideo ID, passed as string
pageNoPage number, starting from 1
countryYesLower case country code
pageSizeNoNumber per page, maximum 10

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.9/5.0
Behavior1/5

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

The annotations only say readOnlyHint=false and openWorldHint=true; the description adds no behavioral detail, such as whether this is a paginated read, what the reviews contain, or what quota or auth constraints apply. The description's wording "videos/reviews API" does not clarify what the tool actually returns.

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?

The description is a single short line with no filler, but it is so short that it leaves the core obligation of the definition unmet. It is concise without being informative.

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?

For a tool with two required parameters, a 10-item page-size cap, and no output schema, the description leaves out what the reviews contain and when to use the endpoint. Its name and title carry nearly all of the meaning, so the context expected from the description is essentially absent.

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 four parameters (id, country, page, pageSize) are already documented in the schema. The description adds no extra meaning, such as whether reviews are keyed by video id only or whether country changes results; per the high-coverage baseline, a 3 is the right score.

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 just repeats the title and name: "TikTok Commerce Intelligence CJ: videos/reviews API." It never says that the tool returns reviews associated with a specific TikTok video, nor how it differs from its sibling endpoints nexscope_data_cj_videos_detail or nexscope_data_cj_products_reviews.

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?

No when-to-use guidance, no prerequisites, and no mention of alternatives is given, even though there are many sibling TikTok/CJ endpoints. An agent would have to infer how this differs from nexscope_data_cj_videos_detail or nexscope_chuhaijiang_tiktok_video_reviews from the name alone.

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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