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Find image

find_image
Read-only

Stock photos with verified, ready-to-use URLs (local bank, then Unsplash/Pexels).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNoKeywords, e.g. 'bakery interior'.
countNoDefault 3, max 6.
categoryNohero/background = wide; avatar = faces; product = objects; team = groups.
providerNoDefault pexels.
orientationNoDefault landscape.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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 a genuinely useful behavioral detail not in the annotations: the provider fallback order (local bank first, then external providers), which tells the agent results may come from different sources.

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?

A single front-loaded sentence with zero filler; the parenthetical earns its place by conveying the provider fallback. Nothing is wasted.

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 explaining returns, and 'verified, ready-to-use URLs' only partially covers it — it does not say whether results are a list, what fields come back, or whether attribution/licensing applies to the stock providers. Adequate for a read-only lookup, but there are gaps.

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 100%, so q, count, category, provider, and orientation are already fully documented with enums and defaults. The description adds no additional parameter semantics beyond the schema, making the baseline 3 appropriate.

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 states a specific resource (stock photos with ready-to-use URLs) and implicitly distinguishes itself from siblings like find_icon, find_video, and upload_image by naming the medium. It does not name those siblings explicitly, so an agent must infer the boundary from the resource type alone.

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?

Usage is only implied: the mention of 'local bank, then Unsplash/Pexels' hints at a provider fallback, but there is no explicit when-to-use guidance versus find_icon/find_video or upload_image. Nothing tells the agent when not to use it.

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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