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Nexscope Ecommerce Data MCP

Temu Product Source Query

nexscope_temu_product_source_query

Filter Temu products by multiple dimensions (keyword/product ID/store ID, front/backend categories, price, rating, reviews, total/weekly/daily sales, listing date, fully-managed/semi-managed, semi-managed regions, tags, etc.). Triggered when users mention Temu products, Temu product selection, Pinduoduo cross-border, Temu bestsellers, Temu semi-managed, fully-managed products, Temu product query, or temu items. Even if the user does not mention the tool name, this skill should be triggered whenever searching for products, viewing sales/ratings/prices, or filtering products on Temu.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number (starting from 1)
tagsNoProduct tags, comma-separated
regionNoSemi-managed regions, comma-separated
sortByNoSort field+direction: order_week-0 (weekly sales descending, default), price-0, order_total-0, rating-0, etc.
isLocalNoWhether semi-managed: 0=Fully managed, 1=Semi-managed
soldOutNoWhether delisted: 0=Listed, 1=Delisted
pageSizeNoResults per page, max 100, recommended not to exceed 50
priceEndNoPrice range end (USD)
ratingEndNoRating range end
searchKeyNoKeyword or product ID / store ID
customTagsNoCustom tags, comma-separated
priceBeginNoPrice range start (USD), combined to form upstream price
reviewsEndNoReview count range end
ratingBeginNoRating range start, combined to form upstream rating
categoryHomeNoFront-end category ID
reviewsBeginNoReview count range start, combined to form reviews
salesDailyEndNoDaily sales range end
salesTotalEndNoTotal sales range end
publishTimeEndNoListing date range end
salesWeeklyEndNoWeekly sales range end
categoryBackendNoBack-end category ID
salesDailyBeginNoDaily sales range start, combined to form sales_daily
salesTotalBeginNoTotal sales range start, combined to form sales_total
publishTimeBeginNoListing date range start, combined to form publish_time
salesWeeklyBeginNoWeekly sales range start, combined to form sales_weekly

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior2/5

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

Annotations already declare openWorldHint=true and (oddly) readOnlyHint=false; the description adds no behavioral context beyond restating the filter dimensions — nothing about pagination limits, rate limits, auth, or what a result set looks like. The description's 'filter/view' framing reads as a pure read, which sits awkwardly with readOnlyHint=false, though the description never explicitly asserts read-only behavior.

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 purpose is front-loaded in the first sentence, which is good. But the second sentence is padded keyword-stuffing ('Temu products, Temu product selection, Pinduoduo cross-border, Temu bestsellers, Temu semi-managed, fully-managed products, Temu product query, or temu items') that repeats itself without adding selection signal.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 25-parameter, no-required-parameter query tool with no output schema, the description covers what can be filtered but not what comes back, how paging behaves, or what an empty result means. It is adequate to attempt a call but thin for a tool of this complexity.

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 00%, so every one of the 25 parameters is already documented in the schema; the description only groups them into dimension names (price, rating, sales windows, regions, tags) without adding format, default, or interaction semantics. Baseline 3 is appropriate when the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

It states a specific verb and resource ('Filter Temu products') and enumerates the filterable dimensions (keyword/ID, categories, price, rating, sales, listing date, management type, tags). The purpose is clear, but it never distinguishes itself from near-identical siblings such as nexscope_data_eh_temu_product_query, nexscope_geekbi_temu_goods_search, nexscope_temu_store_source_query, or nexscope_temu_category_search.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The second sentence lists trigger contexts (Temu products, product selection, bestsellers, semi-managed, sales/rating/price viewing), so there is implied when-to-use guidance. However, there are no exclusions or alternatives — the trigger list is broad enough to also match store-level or category-level queries, leaving the agent to guess which Temu sibling to pick.

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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