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Nexscope Ecommerce Data MCP

Google Image Search Results

nexscope_seo_google_image_results

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

C2.9/5.0
Behavior3/5

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

Annotations only supply readOnlyHint=false and openWorldHint=true, so the description carries most of the burden. It usefully discloses that results are a 'sample' (not exhaustive), that page/original/cached URLs must be kept distinct, and that references grant no ownership or download rights — real behavioral context. It does not explain result volume, ranking, or pagination, and the readOnlyHint=false is surprising for a result-listing tool with no mutating behavior described.

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, and the use-handling caveats are packed efficiently. The lead sentence is slightly awkward as a noun phrase, which delays the actionable meaning.

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 does partially pre-announce the response shape (page, original image, cached image URLs) and the legal caveat. However, for a search tool it omits result count behavior, ordering, and what the required keyword must contain — gaps the schema only partly covers.

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

Parameters3/5

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

Schema description coverage is only 25% — only 'keyword' is documented in the schema. The description's 'US English' wording implicitly signals the market and language constraints, but it never addresses the 'limit' parameter (1–20, default 10) that governs result count.

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 'A Google US English image_search sample with page and image references' conveys the resource being returned but is a noun phrase rather than a stated action, so the agent must infer 'run a Google Images search for a keyword'. It does not differentiate from nearby siblings such as nexscope_seo_reverse_image_results or nexscope_google_ai_mode_search.

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?

No when-to-use guidance and no named alternative. Nothing tells the agent when to pick this over nexscope_seo_reverse_image_results (image-in, results-out) or the general nexscope_seo_serp 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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