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Nexscope Ecommerce Data MCP

Ozon Keyword Mining

nexscope_ozon_keyword_mining

Nexscope Ozon keyword mining: mines Ozon (and Wildberries) related keywords around a seed keyword with multi-dimensional filtering by search volume, growth, product count, seller count, competitor count, price, relevancy, title density, cart-add conversion, etc. Each mined keyword carries a full market profile (monthly search volume, growth, market space, competitor/seller counts, average price, cart-add conversion, top products). Use for Ozon keyword expansion, long-tail keyword mining, and seed keyword opportunity analysis. Trigger when the user mentions Ozon keyword mining, Ozon keyword expansion, Ozon long-tail keyword mining, find related keywords around a term, Ozon blue-ocean keyword mining, Nexscope Ozon, Ozon keyword mining, Ozon keyword expansion, Ozon related keywords, mine Ozon keywords. Also trigger when the intent is to mine Ozon related keywords around a seed term and view market profiles, even without explicitly mentioning Nexscope.

Input Schema

NameRequiredDescriptionDefault
caNoAdd-to-cart conversion rate range
uIdNoUser ID
pageYesPagination & sorting: {page, pageSize, orders[]}
priceNoPrice range
keywordYesSeed keyword, mining expands around this term (maxLength 1000)
sellersNoSeller count range
memberIdNoMember ID (a unique member identifier; data is attributed to memberId)
productsNoProduct count range
matchTypeNoKeyword match mode: 0 exact, 1 fuzzy
page.pageNoPage number, starting from 1, default 1
relevancyNoRelevance range (degree of relevance to the seed keyword)
wordCountNoKeyword word count range
marketSpaceNoMarket space range
page.ordersNoSort rules, elements {field, direction}; direction takes DESC (descending) / ASC (ascending)
adRivalCountNoAd competitor count range
productViewsNoProduct views range
searchVolumeNoSearch volume range
titleDensityNoTitle density range
page.pageSizeNoItems per page, default 20
searchChange30No30-day search change range
uniqQueriesWCaNoAdd-to-cart count range
excludeKeywordsNoExclude keyword array (max 1000), used to remove irrelevant terms
includeKeywordsNoInclude keyword array (max 1000), used to further narrow down / specify required words on top of the seed term
conversionSharingNoConversion concentration range

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations are minimal (readOnlyHint=false, openWorldHint=true), so the description must carry the load, and it does add real value by enumerating the per-keyword payload (monthly search volume, growth, market space, competitor/seller counts, average price, cart-add conversion, top products) and by disclosing that Wildberries data is also covered. It does not say anything about auth requirements (uId/memberId), result caps, or cost of a broad fuzzy match, which matters for a 24-parameter mining call.

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 opening is well front-loaded and the return-payload sentence earns its place. The closing trigger block, however, re-lists 'Ozon keyword mining, Ozon keyword expansion' twice and balloons into a repetitive enumeration that could be one sentence.

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-page tool with no output schema, the description compensates well by describing the returned market profile and the filtering axes, so an agent knows what to expect back. The remaining gap is operational: no pagination limits, no guidance on the required page object's sorting use, and no note on what broad fuzzy mining returns.

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 filter parameter is documented inline, so the description does not need to re-document them. It usefully echoes the filter dimensions (volume, growth, product/seller/competitor counts, price, relevancy, title density, cart-add conversion), confirming what the filters mean, but adds no syntax, range formatting, or matchType guidance 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?

The opening sentence gives a specific verb (mines), a specific resource (Ozon/Wildberries related keywords around a seed term), and the filtering/harvest dimensions, plus what each result carries. It does not, however, distinguish itself from close siblings such as nexscope_ozon_market_keyword_search or nexscope_ozon_keyword_back_search, so an agent still has to guess which of the Ozon keyword tools to pick.

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?

The 'Use for ...' and 'Trigger when the user mentions ...' passages give concrete, actionable selection context (keyword expansion, long-tail mining, seed opportunity analysis, blue-ocean mining) and explicitly say it triggers on intent even without the Nexscope brand name. What is missing is any exclusion or named alternative for the adjacent Ozon keyword tools, so it is clear context without routing.

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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