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mio_jpg_to_pdf

JPG to PDF — Arrange JPG, JPEG, PNG or WebP images, choose A4, Letter or Fit pages, and save one PDF with one image on each page.. Runs in the browser. Covered by signup welcome credits and by the Day Pass (24-hour unlimited on this workspace group). All three credit-based workspaces unlock with the same one-time credit pack — there is no per-workspace subscription. See mioffice.ai/pricing for current plans.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.1/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It does usefully disclose that the tool runs in the browser and that it consumes signup welcome credits or a Day Pass, which is real behavioral context. However it is silent on image-count limits, file size limits, what is returned on invocation, and where the produced PDF ends up.

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

Conciseness3/5

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

The capability is correctly front-loaded in the first sentence, but roughly half the text is marketing/pricing boilerplate ('no per-workspace subscription', 'See mioffice.ai/pricing') that does not help an agent select or invoke the tool. There is also a doubled period artifact.

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?

For a zero-parameter tool with no output schema, the description covers purpose and cost model adequately. It is still incomplete on the mechanics of invocation: whether calling it opens a browser UI or performs a conversion, and what the agent receives back.

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?

The schema has zero parameters, so the baseline would be 4. But the description advertises choices — arrange images, pick A4/Letter/Fit — that the schema cannot express, leaving the agent unclear on whether/how to pass them. That ambiguity pulls the score down from the zero-param baseline.

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 first clause names a specific transformation (images → single PDF), the accepted input formats (JPG/JPEG/PNG/WebP), and the page options. It is clear but does not differentiate from close siblings like mio_pdf_image_to_pdf, mio_pdf_png_to_pdf, or mio_scanner_photo_to_pdf, which appear to do nearly the same thing.

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 statement of when to pick this over mio_pdf_image_to_pdf or mio_pdf_png_to_pdf, no prerequisites, and no exclusions. The A4/Letter/Fit mention reads like in-app UI options rather than selection guidance for the agent.

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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