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Google Image Search Results

nexscope_seo_google_image_results
Read-only

A Google US English image_search sample with page and image references. Keep page, original image, and cached image URLs distinct. References do not imply image ownership or authorize downloads.

Input Schema

NameRequiredDescriptionDefault
limitNo
marketNoUS
keywordYesTrim, NFC and lowercase, 1 to 80 Unicode code points, at most ten words; no controls or colons.
languageNoen

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The description adds genuinely useful context beyond that: results are US/English-scoped, page vs. original vs. cached URLs must be kept distinct, and references do not confer ownership or download rights. It omits what 'sample' means quantitatively and nothing is said about result-set behavior beyond the limit default.

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 with no filler; the URL-distinctness and licensing warnings are front-loaded. The opening sentence is grammatically awkward ('A Google US English image_search sample'), which slightly hurts scannability.

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 carries the burden of describing return values; it does name page and image references but does not explain result shape, whether 'sample' means a subset, or how the limit parameter affects the return. Adequate for the fixed US/en market but thin for an open-world SEO data tool.

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 only 25% — keyword is well documented in the schema, while limit, market and language carry no descriptions. Those three are const/default-valued and largely self-evident, but the description adds nothing to them, so it fails to compensate for the coverage gap.

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 identifies the resource precisely: a Google US English image_search result sample containing page and image references. It is a noun phrase without a search verb and gives no hint of how it differs from nearby siblings (nexscope_seo_reverse_image_results, nexscope_seo_serp, nexscope_seo_google_news_results), but an agent can still tell what it returns.

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 mention of alternatives such as reverse image search, and no statement of prerequisites or exclusions. The final sentence is a legal caveat about ownership/download rights, not guidance on tool selection.

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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