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Crawlora MCP

duckduckgo_image

Read-only

Normalized DuckDuckGo image results: title, source page URL, image URL, thumbnail, dimensions, and hostname, plus page-based pagination.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYes
pageNo
regionNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

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 and openWorldHint=true, so the safety profile is covered. The description adds that results are normalized and paged, which is genuine behavioral context, but the field enumeration largely duplicates the output schema and nothing is said about rate limits, region behavior, or result caps.

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?

A single front-loaded sentence with no filler. It is efficient, though it spends its first clause listing return fields that the output schema already provides rather than stating the action or usage.

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?

An output schema exists, so return values need not be explained, and annotations cover the safety profile. However, with 0% schema coverage on parameters, the description leaves query semantics and the region parameter completely unaddressed, which is a real gap for a search 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 0% across three parameters, so the description must carry the load. It explains 'page-based pagination' for the page parameter but never mentions the required 'q' query or the 'region' parameter, leaving two of three parameters undocumented in both schema and description.

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 names the specific source (DuckDuckGo) and resource (image results) and enumerates the returned fields, so an agent knows this is an image search rather than a web/news/video search. It lacks an explicit action verb and does not name its closest siblings (duckduckgo_video, bing_images, brave_images), so differentiation is inferred from the word 'image' alone.

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 prerequisites, and no mention of alternative image-search tools such as bing_images or brave_images. The only usable hint is 'page-based pagination', which implies iterative paging but says nothing about when this tool is the right choice.

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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