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Hasilt

stock-image-mcp

by Hasilt

get_best_image

Returns the top-ranked stock photo for a search query from a specified provider, helping you quickly find the most relevant image.

Instructions

Return the single top-ranked result for a query from one provider.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
providerNodefault

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It only states what the tool returns, with no mention of error handling, rate limits, provider behavior, or what happens if no results are found.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence with no filler. Every word contributes to the core purpose, making it highly efficient and easy to parse.

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?

The tool is simple (2 params, output schema present), and the description covers the basic action, but it leaves gaps around usage context and parameter semantics. Given the existing output schema, the description need not explain return values, yet it still falls short in guiding when to use it over alternatives.

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%, and the description does not compensate for this lack. It indirectly references 'query' and 'provider' but provides no detail on acceptable values, the meaning of 'top-ranked', or the default provider behavior.

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

Purpose5/5

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

The description uses a specific verb ('Return') and a specific resource ('single top-ranked result'), clearly distinguishing this tool from sibling search tools that return multiple results. It also mentions 'one provider', clarifying its scope.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies the tool's use case (getting the single best result for a query) but does not explicitly state when to prefer it over siblings like search_stock_images or search_all_images, nor does it mention any exclusions or prerequisites.

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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