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seo-search-ad-samples

nexscope_seo_search_ad_samples
Read-only

Single page US desktop paid search ad samples; ordinary punctuation preserved. Nullable fields preserve missing evidence. Provider observations and estimates do not establish actual account performance. No additional calls or fallback.

Input Schema

NameRequiredDescriptionDefault
limitNo
keywordYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior4/5

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

Annotations already declare readOnly/openWorld/non-destructive, and the description adds real signal beyond them: results are limited to a single page, nullable fields signal missing evidence, and provider figures are observations/estimates that must not be read as actual account performance. The estimation caveat in particular is the kind of warning an agent needs before summarizing results.

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?

Four short fragments, front-loaded with the core scope, so it is easy to scan. But the telegraphic style costs clarity and 'ordinary punctuation preserved' is a low-value detail sitting in the prime second position.

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 indicate what a sample record contains (ad copy, advertiser, position, etc.) and whether one call yields the whole result set; 'single page' hints at the latter but the return shape is never characterized. The nullability and estimation disclaimers partially compensate.

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 does not. Neither 'keyword' nor 'limit' is mentioned; the 1-20 cap and default of 10 are invisible, and 'ordinary punctuation preserved' describes output formatting rather than any input.

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 opening clause names the resource and scope precisely: paid search ad samples, US desktop, single page, keyed off the required keyword. An agent can tell it retrieves ad creatives rather than metrics. It does not, however, distinguish itself from adjacent siblings such as nexscope_seo_ad_transparency_search or nexscope_seo_paid_keywords, leaving sibling selection to the schema.

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 explicit when-to-use statement and no named alternative among the many SEO ad tools. 'No additional calls or fallback' sets a boundary on follow-up behavior but does not tell the agent under which conditions this tool should be chosen over its siblings.

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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