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Nexscope Ecommerce Data MCP

Ozon Intelligence MP: ozon/product Trend API

nexscope_data_mp_ozon_product_trend

Ozon Intelligence MP: ozon/product Trend API.

Input Schema

NameRequiredDescriptionDefault
endDateNoStatistics end date, `YYYY-MM-DD`; data delay T-1, the latest available is yesterday
productIdYesOzon product SKU
startDateNoStatistics starting date, `YYYY-MM-DD`; data delay T-1, the latest day can be selected
includeFbsNoWhether to include FBS data
includeSearchStatsNoWhether it comes with search position/visibility; some tracks do not support it

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.9/5.0
Behavior1/5

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

Annotations declare readOnlyHint=false and openWorldHint=true, but the description adds nothing about behavior, data source, latency, or cost. For a data-fetch tool whose readOnly flag is counterintuitively false, some explanation of side effects would be valuable. The sentence is purely a title restatement.

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 single sentence is technically concise with no wasted words, but it is under-specified rather than efficient. Front-loading is meaningless when the only content is the tool title.

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

Completeness1/5

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

A 5-parameter analytics tool with no output schema needs the description to explain what a "trend" returns (metric, granularity, time series shape) and how date bounds behave. None of that is present, leaving the agent unable to predict the response.

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%, so productId, startDate, endDate, includeFbs, and includeSearchStats are all documented in the schema, including the T-1 data delay. The description adds no parameter meaning, which is acceptable at this coverage level but leaves nothing extra.

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 restates the title verbatim: "Ozon Intelligence MP: ozon/product Trend API." An agent can infer it returns trend data for an Ozon product, but there is no specific verb or statement of what the trend measures (sales, price, rank, etc.). It also fails to distinguish it from siblings such as nexscope_ozon_product_detail or nexscope_ozon_product_report_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?

No when-to-use guidance, no prerequisites, and no mention of alternatives. With many Ozon siblings available (product_detail, product_report_search, keyword_mining), the agent is left to guess which tool fits a trend-retrieval need.

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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