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Nexscope Ecommerce Data MCP

Ozon Market Keyword Search

nexscope_ozon_market_keyword_search

Nexscope Ozon market hot keyword search: filters Ozon (and Wildberries) market keywords by multi-dimensional metrics including search volume, growth, product count, seller count, competitor count, price, sales, conversion concentration, etc. Each keyword carries monthly search volume, growth, market space, competitor/seller counts, average price, cart-add conversion, top products, and market profile. Use for Ozon keyword selection, blue-ocean keyword mining, and market opportunity analysis. Trigger when the user mentions Ozon hot keywords, Ozon keyword market analysis, Ozon keyword selection, Ozon blue-ocean keywords, Ozon search volume, Wildberries keywords, Nexscope Ozon, Ozon market keyword search, Ozon keyword research, blue ocean keywords Ozon. Also trigger when the intent is to filter Ozon market keywords by metrics and view market profiles, even without explicitly mentioning Nexscope.

Input Schema

NameRequiredDescriptionDefault
uIdNoUser ID
pageYesPagination & sorting: {page, pageSize, orders[]}
priceNoPrice range {min,max}
volumeNoVolume range {min,max}
weightNoWeight range {min,max}
ratingsNoRating range {min,max}
reviewsNoReview count range {min,max}
sellersNoSeller count range {min,max}
keywordsNoKeyword array (max 1000), used with matchType
memberIdNoMember ID (a unique member identifier; data is attributed to memberId)
productsNoProduct count range {min,max}
matchTypeNoKeyword match mode: 0 exact, 1 fuzzy
page.pageNoPage number, starting from 1, default 1
categoriesNoCategory ID array (max 1000)
searchDateNoQuery date yyyy-MM-dd (e.g., 2026-04-01); defaults to last 30 days if omitted; passing 2026-04-01 queries March 2026 data
marketSpaceNoMarket space range {min,max}
page.ordersNoSort rules, elements {field, direction}; direction takes DESC (descending) / ASC (ascending)
monthlySalesNoMonthly sales range {min,max}
productViewsNoProduct views range {min,max}
searchVolumeNoSearch volume range {min,max}
page.pageSizeNoItems per page, default 20
monthlyRevenueNoMonthly revenue range {min,max}
searchChange30No30-day search change range {min,max}
conversionSharingNoConversion concentration range {min,max}

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

The description discloses what each result row carries (search volume, growth, market space, competitor/seller counts, average price, cart-add conversion, top products, market profile), which is valuable since there is no output schema. However, it describes a pure read/search while annotations declare readOnlyHint=false, an inconsistency worth noting (I stop short of calling it a hard contradiction since the description makes no write claim), and it says nothing about rate limits, auth/memberId requirements, or result limits.

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 first two sentences are well front-loaded and informative, but the remainder is a keyword-stuffed trigger list with near-duplicates ('Ozon keyword selection' appears twice, 'blue-ocean keyword mining'/'blue ocean keywords Ozon', 'Ozon keyword research'/'Ozon market keyword search'). Several sentences do not earn their place, diluting the actionable content.

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

Completeness4/5

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

For a 24-parameter, nested-object search with no output schema, the description does supply the return-shape summary an agent needs and states the platform scope (Ozon plus Wildberries). Gaps remain around pagination limits and how the many range filters combine, but the critical context is present.

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% and every one of the 24 parameters is documented in the schema (ranges, matchType 0/1, searchDate semantics, page.orders), so the schema carries the burden. The description only restates the metric families as filterable dimensions, adding mild orientation but no syntax or format detail beyond the schema.

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 concrete verb and resource ('filters Ozon (and Wildberries) market keywords') plus the dimensions it filters on, which is enough to distinguish it from generic searches. It does not, however, contrast itself with close siblings such as nexscope_ozon_keyword_mining or nexscope_ozon_keyword_back_search, leaving the agent to infer which Ozon keyword tool applies.

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

Usage Guidelines4/5

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

Gives clear usage contexts ('Ozon keyword selection, blue-ocean keyword mining, and market opportunity analysis') and an explicit trigger list, including a no-brand-mention trigger that supports implicit invocation. It never states when NOT to use it or names an alternative sibling, so there is no exclusion guidance.

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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