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Nexscope Ecommerce Data MCP

Keyword Interest History

nexscope_seo_keyword_interest_history

Nexscope Trends relative interest history for the United States. Scores describe relative interest; zero means insufficient data. Preserve provider dates and do not interpolate search volumes.

Input Schema

NameRequiredDescriptionDefault
dateToYesNo later than first acceptance UTC day; replay retains the frozen dates.
marketNoUS
dateFromYes2004-01-01 or later; inclusive interval at most 366 days.
keywordsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

The annotations (readOnlyHint=false, openWorldHint=true) convey almost nothing specific, so the description carries most of the load. It does add real interpretation guidance — scores are relative interest, zero means insufficient data, dates come from the provider and must be preserved — but it never explains what a readOnlyHint=false call actually does or what the returned series looks like.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three short sentences, front-loaded with scope then interpretation caveats, with no filler. The opening phrase ('Nexscope Trends relative interest history') is slightly awkward but nothing is wasted.

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

Completeness3/5

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

With no output schema, the description should say what a call returns (a per-keyword interest time series) and how gaps appear; it only indirectly implies this via the interpolation warning. Combined with an unexplained readOnlyHint=false and undocumented keywords/market parameters, the definition is adequate but leaves real gaps.

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 50%: dateFrom, dateTo and keyword item constraints are well documented in the schema, while keywords (max 5) and market are not. The description mentions the United States (redundant with market's const 'US') and hints at date handling, but adds no constraint detail beyond the schema. 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 description names a specific resource and scope: relative keyword interest history for the United States. That market scoping usefully separates it from sibling tools like nexscope_seo_keyword_interest_regions and nexscope_seo_keyword_interest_demographics, but it never distinguishes itself from nexscope_seo_keyword_history or nexscope_google_trends_by_keywords, which plausibly overlap.

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 statement of when to use this tool versus the many overlapping trend/keyword-history siblings, and no prerequisites or exclusions. The agent must infer the usage context from the name alone.

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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