Skip to main content
Glama

mio_pdf_image_to_pdf

Image to PDF — Combine supported image files into one PDF, with one image per page. Choose a common paper size or fit each page to its image.. 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

C2.9/5.0
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 contribute real behavioral context — execution 'Runs in the browser' and cost coverage via welcome credits/Day Pass — but omits what happens on unsupported formats, whether conversion is local or uploaded, and where the resulting PDF lands.

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

Conciseness2/5

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

The purpose is correctly front-loaded in the first sentence, but roughly half the text is a three-sentence pricing/marketing block ('no per-workspace subscription... see mioffice.ai/pricing') that does nothing for tool selection or invocation. A stray double period ('image.. Runs') is also sloppy.

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 annotations and no output schema, the essentials an agent needs are only partly present: purpose and cost model are covered, but supported input formats, limits on image count/size, and output handling are all missing.

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 is an empty object, so a zero-parameter baseline would normally apply. However, the description tells the agent to 'Choose a common paper size or fit each page to its image' while no such parameter exists, creating a mismatch that could send the agent hunting for options that aren't in the schema.

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?

States a concrete verb+resource ('Combine supported image files into one PDF, with one image per page') and adds layout behavior (paper size vs. fit-to-image). It fails the sibling-differentiation test because 'supported image files' is never enumerated, leaving the agent unable to tell this apart from mio_jpg_to_pdf, mio_pdf_png_to_pdf, or mio_pdf_tiff_to_pdf.

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 statement of when to use this tool versus the many format-specific PDF siblings, nor any prerequisite or exclusion. The only usage-adjacent content is 'Choose a common paper size or fit each page to its image,' which describes a setting rather than a selection condition.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources