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Nexscope Ecommerce Data MCP

TikTok Product Market Search

nexscope_chuhaijiang_tiktok_product_search

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 disclose readOnlyHint=false and openWorldHint=true, and the description adds a genuine behavioral note: missing/null fields pass through unchanged and monetary values keep their original unit and runtime type (important, since minPrice/maxPrice are documented as USD). It still says nothing about pagination behavior, the pageSize cap of 10, data freshness, or why a search is flagged as non-read-only.

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?

Only three sentences, but the opening sentence duplicates the title and the tool name, wasting the front-loaded position that should establish what a search returns and does. The remaining two sentences earn their place as data-fidelity notes.

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 field of near-duplicate TikTok sibling tools, the description should clarify result shape, pagination limits and disambiguation. It supplies only a passing note on null handling and no information on what a returned record looks like beyond a list of field groups.

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 16 well-documented parameters including enums, ranges, defaults and a sort pattern, so the schema carries parameter semantics. The description adds nothing about how parameters interact (e.g. keyword vs category, price filters vs sort field), 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?

"Provider business records for TikTok Product Market Search" largely restates the title rather than stating that it searches/filters TikTok products by keyword, price, sales and rating. The field enumeration (identity, pricing, sales, seller, category, SKU) hints at scope but does not distinguish it from siblings like nexscope_tiktok_product_search, nexscope_tiktok_product_discovery, or the chuhaijiang product_rankings tools.

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?

No when-to-use guidance, no prerequisites, and no mention of any alternative tool. An agent gets no signal on how to choose between this and the many other TikTok product search/ranking tools in the sibling list, nor when a ranking tool would be better than a keyword search.

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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