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Ozon Intelligence MP: ozon/product Search API

nexscope_data_mp_ozon_product_search
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Ozon Intelligence MP: ozon/product Search API.

Input Schema

NameRequiredDescriptionDefault
endDateNoStatistics end date, format `YYYY-MM-DD`; yesterday can be selected at the latest
keywordNoSearch keywords in Russian, such as `кроссовки` (running shoes)
startDateNoStatistics start date, format `YYYY-MM-DD`; yesterday can be selected as the latest
productIdsNoOzon product SKU list

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.2/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, and destructiveHint=false. The description adds no behavioral context such as authentication needs, rate limits, data freshness, result ranking, or pagination, and does not contradict the annotations.

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 description is a single short sentence, but its brevity reflects under-specification rather than efficient information design. It repeats the title and provides no front-loaded actionable detail.

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 four-parameter open-world data search with no output schema, the description omits what results are returned, how dates affect results, and how it differs from sibling Ozon search tools. The annotations cover only the safety profile, leaving the functional context largely unaddressed.

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 coverage is 100%, and all four parameters are documented in the schema with formats and examples, including Russian keywords and SKU lists. The description adds no parameter meaning beyond what the schema already provides, so the baseline of 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 merely restates the title/name: it identifies an Ozon product search API but gives no specific search scope, result type, or distinction from the many Ozon product-search siblings. An agent gains essentially no more information than from the tool name alone.

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 tool, when to avoid it, or which sibling to use instead. With many Ozon search tools available, the lack of routing guidance is a clear gap.

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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