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Nexscope Ecommerce Data MCP

Ozon Product Search

nexscope_ozon_product_search

Nexscope Ozon Russia product search and reverse lookup. Searches Ozon products in the Nexscope database by Russian keyword or SKU, returning product ID, title, brand, and seller information. The entry point for Ozon product discovery and competitor analysis chains. Trigger when the user mentions Ozon product selection, Ozon product search, Russian e-commerce product selection, Ozon keyword search, Ozon SKU query, Nexscope Ozon, Ozon product search, Nexscope Ozon, Russian marketplace, Ozon SKU lookup, Ozon keyword search. Also trigger when the intent is to discover or reverse-lookup products on Ozon Russia by keyword or SKU, even without explicitly mentioning Nexscope.

Input Schema

NameRequiredDescriptionDefault
endDateNoStatistics end date, format YYYY-MM-DD; defaults to yesterday if empty; latest is yesterday
keywordNoRussian search keyword, e.g., кроссовки (running shoes); provide keyword or productIds
startDateNoStatistics start date, format YYYY-MM-DD; defaults to one year ago if empty; latest is yesterday
productIdsNoList of Ozon product SKUs (integer or string)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare openWorldHint=true and readOnlyHint=false; the description adds that results come from the Nexscope database and enumerates returned fields (product ID, title, brand, seller). It omits pagination, result limits, and the effect of passing neither keyword nor productIds, which matters for a tool that mutates nothing but is flagged 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.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The opening two sentences are well front-loaded, but the trigger sentence is badly padded, repeating "Ozon product search" and "Nexscope Ozon" twice verbatim and re-listing keywords already covered. Roughly half the text is redundant.

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?

Return fields are named and the two search modes are described, which is adequate for a 4-param search tool with no output schema. What is missing is whether at least one of keyword/productIds must be supplied and how the date range scopes results.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds real meaning: that the keyword must be Russian and that SKU reverse lookup is a supported mode, which is the crucial usage distinction between the keyword and productIds paths. The startDate/endDate statistical-window params are not mentioned in the description.

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?

States a specific verb and resource: "Searches Ozon products in the Nexscope database by Russian keyword or SKU," and lists the returned fields. It does not differentiate from the many Ozon siblings (nexscope_ozon_product_detail_search, nexscope_data_mp_ozon_product_search, nexscope_ozon_category_search), so it falls short of a 5.

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 trigger list gives implied usage contexts (Ozon product selection, keyword search, SKU lookup) and labels itself "the entry point for Ozon product discovery and competitor analysis chains," which is useful sequencing information. However, it never says when to prefer this over a sibling tool or what conditions make a different Ozon search tool correct.

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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