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Nexscope Ecommerce Data MCP

Amazon Keyword Search History

nexscope_amazon_keyword_search_history

Nexscope keyword historical search volume query, returning Amazon keyword exact search volume trends in 7-day periods, covering 10 marketplaces including US, UK, DE, JP, etc. Trigger when the user mentions keyword search volume trends, historical search volume, search popularity changes, keyword seasonality, search volume fluctuations, Nexscope search volume, keyword search volume history, keyword trend, search volume over time, seasonal search volume, keyword popularity trend. Even if the user does not explicitly mention "Nexscope", if their need involves viewing the search volume trend of an Amazon keyword over time, this skill should also be triggered.

Input Schema

NameRequiredDescriptionDefault
endDateYesEnd date (format: YYYY-MM-DD); max interval from startDate is 366 days
keywordYesKeyword to query
startDateYesStart date (format: YYYY-MM-DD)
marketplaceYesTarget marketplace code. Options: us, uk, de, in, ca, fr, it, es, mx, jp

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 adds real behavioral facts beyond the annotations: results are exact search volume aggregated into 7-day periods and cover ten marketplaces. It says nothing about data freshness/lag, credit cost, history depth, or how large a response can get, which matters for an openWorldHint tool with no output schema. The readOnlyHint=false value is conservative rather than contradicted by the framing as a 'query', so no contradiction flag.

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 core sentence is front-loaded and precise, but it is followed by a twelve-item list of near-synonymous trigger phrases and then a final sentence that restates the same trigger condition ('if their need involves viewing the search volume trend ... should also be triggered'). Substantial keyword stuffing for an idea already conveyed by the first 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?

With four fully documented required parameters and no output schema, the description supplies what is missing: it says what the response conceptually contains (exact search volume trends bucketed in 7-day periods) and the marketplace span. Only secondary details such as history depth and result size are absent.

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%: keyword, marketplace enum list, date format, and the 366-day max interval are all documented in the schema itself. The description adds no parameter-level meaning (no mention that marketplace accepts only the ten listed codes, no date-range advice), so baseline 3 applies.

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 first sentence states a concrete verb and resource: it returns Amazon keyword exact search volume trends in 7-day periods across 10 named marketplaces. That distinguishes it in substance from keyword-overview or keyword-summary siblings, but no sibling is actually named, so an agent still has to infer which keyword tool to pick from the huge registry.

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?

It gives an unusually rich trigger list (search volume trends, seasonality, fluctuations, popularity over time) and explicitly says it should fire even when the user does not mention 'Nexscope', which resolves the main routing ambiguity for this branded tool. It offers no exclusions, however, so there is no guidance on when to prefer a sibling such as a keyword-overview or keyword-intelligence tool instead.

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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