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Nexscope Ecommerce Data MCP

seo-ad-transparency-search

nexscope_seo_ad_transparency_search

Google Search transparency records over the provider default history. Nullable fields preserve missing evidence. Provider observations and estimates do not establish actual account performance. No additional calls or fallback.

Input Schema

NameRequiredDescriptionDefault
limitNo
targetYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.2/5.0
Behavior3/5

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

The description adds useful caveats beyond the sparse annotations: nullable fields signal missing evidence, estimates are not actual account performance, and no additional calls or fallback will be made. However, it omits key behavioral details such as what 'target' means, what records are returned, and whether the data is live or historical.

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 description is short and avoids repetition, but it is not front-loaded with a clear action or resource definition. The caveats are useful, yet the overall structure leaves the core purpose ambiguous.

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?

With no output schema and 0% parameter description coverage, the description needs to carry more weight. It provides data-quality caveats but fails to explain the required input, expected output, or how this tool fits among the many SEO siblings.

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

Parameters1/5

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

Schema description coverage is 0%, so the description must explain both parameters, but it explains neither. The required 'target' parameter is never defined, and 'limit' is not mentioned or related to the 'provider default history' phrase.

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

Purpose2/5

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

The description names a resource ('Google Search transparency records') but never states the action clearly or what is being searched. It does not distinguish the tool from siblings such as nexscope_seo_search_ad_samples or nexscope_seo_advertiser_search, so an agent cannot confidently infer its purpose.

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 guidance on when to use this tool, when not to use it, or which sibling to choose instead. The phrase 'provider default history' implies a default scope but does not help an agent decide between this and related ad-transparency or search-ad tools.

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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