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Nexscope Ecommerce Data MCP

Historical Organic SERP Snapshots

nexscope_seo_historical_serps

Historical Organic SERP Snapshots. Bounded Google database facts; estimated traffic is not measured visits. One fixed Live POST, no pagination. Unknown fields and missing values are explicit. Execution and publication remain unapproved. Successful completed results remain available in owner call history. Seven-day source-freshness rules apply only to dependent requests.

Input Schema

NameRequiredDescriptionDefault
limitNo
dateToYes
marketNoUS
keywordYes
dateFromYes
languageNoen

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior3/5

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

Genuinely useful disclosures: it is a single fixed POST with no pagination, results are bounded, traffic figures are estimates not measured visits, missing values are explicit, and completed results persist in call history — which explains the readOnlyHint=false despite read-only intent. However, 'Execution and publication remain unapproved' and the seven-day freshness sentence are opaque jargon that give an agent no actionable behavior, and no error or rate-limit behavior is described.

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?

It is short and front-loads the resource, but several telegraphic sentences ('Execution and publication remain unapproved') convey little and read as boilerplate. Length is appropriate; the phrasing is cryptic rather than economical.

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?

For a six-parameter, zero-coverage, no-output-schema tool, the description never explains what a snapshot contains or how keyword/date inputs shape the result. Annotations are thin, so the missing parameter and return-shape detail is a real gap.

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 is 0%, so the description must carry parameter meaning, and it says nothing about keyword, dateFrom/dateTo ranges, or the limit cap of 20. 'Bounded' vaguely gestures at the limit maximum but adds no format, range, or default information beyond the schema.

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 description opens by repeating the title verbatim ('Historical Organic SERP Snapshots') without a verb stating what the tool does with them — retrieve, list, or compare. The 'historical' qualifier does implicitly separate it from live SERP tools like nexscope_seo_serp, but no sibling is named and the action is left to inference.

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 or when-not guidance and no reference to the large family of overlapping siblings (nexscope_seo_serp, nexscope_seo_domain_rank_history, nexscope_seo_serp_competitors). 'Bounded Google database facts' hints at scope but does not tell an agent which query should route here.

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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