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pdf_thumbnails

PDF Thumbnails — Generate thumbnail preview images for each page of a PDF. [category: pdf]

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
fileYesThe PDF to preview. A 1-page input returns a bare JPEG instead of a ZIP — plan for both shapes. Password-protected = 400.
qualityNoThumbnail size: small=72dpi, medium=150dpi, large=300dpi. There is no 'width' parameter.small

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior2/5

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

The description does not disclose behavioral details such as output packaging, whether files are stored or returned directly, or failure modes. Key behavior like 'password-protected = 400' and '1-page input returns a bare JPEG' is present in the input schema but not in the description itself. The annotations are neutral false hints, so they do not meaningfully reduce the need for behavioral context.

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 meaningful description is one focused sentence with the action front-loaded. The category tag is lightweight and not distracting. There is no redundant elaboration.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple two-parameter tool, the schema provides the necessary file input, quality options, and important output-shape warnings. The main gap is the absence of sibling-selection guidance, but that is already penalized under usage guidelines. Overall, an agent has enough information to invoke the tool correctly.

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 the schema already documents both parameters, including the quality enum values, DPI mapping, default, and the note that there is no 'width' parameter. The description adds no parameter semantics, but the high schema coverage supports the baseline score of 3.

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 and resource: 'Generate thumbnail preview images for each page of a PDF.' This clearly states what the tool does and its scope, and it differentiates the tool from sibling PDF operations like pdf_to_images or pdf_page_count.

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 guidance is given about when to use this tool versus related sibling tools such as pdf_to_images, pdf_extract_pages, or pdf_page_count. The description only states what the tool does and leaves tool selection entirely to inference.

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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