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Imagethumb

imagethumb

EXIF Thumbnail: Extract embedded thumbnail — often retains GPS after stripping

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior4/5

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

With no annotations, the description carries the behavioral burden. It adds a non-obvious behavior: the extracted thumbnail may retain GPS even after stripping, and 'Extract' implies a read-only operation. It stops short of describing output representation or failure modes, but covers the most important risk.

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 one efficient sentence: action first, security-relevant caveat second. Every word earns its place and the structure makes the key behavior immediately visible.

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

Completeness2/5

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

The output schema relieves the description from explaining return values, but the single input parameter is completely unexplained. Because q is optional and unnamed semantically, an agent cannot be confident what value to supply. This is a critical gap for a tool whose entire job depends on that input.

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

Parameters1/5

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

Schema description coverage is 0% and the description never explains the 'q' parameter. The agent cannot tell from the definition whether q expects a file path, URL, base64 data, or something else, and the description does nothing to compensate.

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 a concrete action ('Extract') and resource ('embedded thumbnail'), and the EXIF/thumbnail focus separates it from sibling image tools like imageexif or imagegps. It is not a tautology, though it does not explicitly state what input format q should be.

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?

'Often retains GPS after stripping' implies a post-processing/forensic use case, but the description does not explicitly contrast this tool with siblings or say when to prefer it over imageexif/imagegps. The usage context is suggestive rather than prescriptive.

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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