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TikTok Product Market Search

nexscope_chuhaijiang_tiktok_product_search
Read-only

Provider business records for TikTok Product Market Search. Product identity, pricing, sales, seller, category, and SKU fields are documented. Missing and null fields remain unchanged; monetary values retain their original unit and runtime type.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number, starting at 1.
sortNoProvider sort field and direction (field:asc or field:desc).gmv_7d:desc
countryYesLowercase TikTok market code.
keywordNoProduct search keyword.
categoryNoProduct category ID.
maxPriceNoMaximum price in USD.
minPriceNoMinimum price in USD.
pageSizeNoMaximum records per page.
maxRatingNoMaximum product rating.
maxSold7dNoMaximum 7-day sales.
minRatingNoMinimum product rating.
minSold7dNoMinimum 7-day sales.
maxSold30dNoMaximum 30-day sales.
minSold30dNoMinimum 30-day sales.
sellerTypeNoSeller type: 1 overseas non-brand, 2 local, 3 brand, 4 non-brand.
freeShippingNoFilter by free shipping availability.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, destructiveHint=false, so the safety profile is covered. The description adds some genuinely useful data-fidelity context — missing/null fields are left unchanged and monetary values keep their original unit and runtime type — which helps an agent interpret results. However, it omits pagination behavior, result caps, and the fact that filters are provider-side and may return empty sets.

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?

It is short (three sentences) and front-loaded, but the first sentence is essentially a restatement of the title and does not earn its place. The remaining two sentences are useful but focus on output fidelity rather than the operation itself.

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 16 parameters, no output schema, and a dense filtering surface, the description should say more about what comes back (list vs. paginated envelope, total counts) and how filters combine. It names field families but never describes the response shape or pagination, leaving a real gap for a complex search tool.

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% across all 16 parameters, including enums for country and sellerType and the sort pattern, so the schema carries the semantic load. The description adds nothing about parameter interplay (e.g., min/max price in USD vs. sort field units, pageSize cap of 10), so the baseline 3 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 says it provides "Provider business records for TikTok Product Market Search," which largely restates the tool name and title rather than stating a specific verb+resource. It never says this searches TikTok products by keyword, category, price, sales or rating, nor does it distinguish it from close siblings such as nexscope_tiktok_product_search, nexscope_chuhaijiang_tiktok_product_rankings_top_selling, or nexscope_chuhaijiang_tiktok_product_image_search.

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 guidance on when to use this search versus the many sibling search/ranking/image-search tools, and no mention of prerequisites (e.g., country is required, market coverage). The agent must infer usage entirely from the tool name and schema.

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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