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Nexscope Ecommerce Data MCP

Clickstream Country Search Volume Distribution

nexscope_seo_search_volume_country_distribution

clickstream country distribution with explicit missing evidence and no language filter. One fixed Live task, no additional requests. Estimates are not Google Ads metrics. Prices remain unapproved. Successful completed results remain available in owner call history. Seven-day source-freshness rules apply only to dependent requests.

Input Schema

NameRequiredDescriptionDefault
keywordsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior3/5

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

With readOnlyHint=false and openWorldHint=true, the description usefully discloses that this creates one fixed Live task, issues no additional requests, retains results in owner call history, and carries data-quality caveats (missing evidence, no language filter, not Google Ads metrics). However, several disclosures are cryptic boilerplate ('Prices remain unapproved') that does not tell the agent what actually happens or what to do about it.

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?

Six telegraphic fragments with no front-loaded statement of what the tool does or returns; the opening clause is a noun phrase rather than a lead sentence. Sentences like 'Prices remain unapproved' take up space without conveying actionable meaning.

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

Completeness2/5

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

There is no output schema, so the description must convey what a 'country distribution' response looks like (which countries, what dimensions, whether estimates are ranges) and it does not. For an async-style task tool with one undocumented parameter, the definition leaves the agent guessing about inputs and outputs.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage for the single 'keywords' property is 0%, and the description never mentions the parameter, its batch limit (max 20), or how keyword language interacts with the stated 'no language filter' caveat. The item-level constraint text helps, but the description does nothing to compensate for the missing property-level semantics.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The phrase 'clickstream country distribution' identifies the resource, but there is no explicit verb and no statement of what is being distributed (search volume) beyond the title. It does not distinguish itself from close siblings such as nexscope_seo_clickstream_search_volume or nexscope_seo_keyword_interest_regions, so an agent must infer the difference from names alone.

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 when-to-use guidance, no prerequisites, and no named alternative among the many SEO keyword/volume tools. The only contextual rule ('Seven-day source-freshness rules apply only to dependent requests') is about downstream behavior, not about when to select this tool.

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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