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pdfdotco

PDF.co MCP Server

Official
by pdfdotco

image_to_pdf

Convert JPG, PNG, or TIFF images to PDF documents. Accepts input URLs including public links and cloud storage.

Instructions

Convert various image formats (JPG, PNG, TIFF) to PDF.
Ref: https://developer.pdf.co/api-reference/pdf-from-image.md
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Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesURL to the source file (JPG, PNG, TIFF). Multiple files are supported (by providing a comma-separated list of URLs). Supports publicly accessible links including Google Drive, Dropbox, PDF.co Built-In Files Storage. Use 'upload_file' tool to upload local files.
httpusernameNoHTTP auth user name if required to access source url. (Optional)
httppasswordNoHTTP auth password if required to access source url. (Optional)
pagesNoComma-separated page indices (e.g., '0, 1, 2-' or '1, 3-7'). Use '!' for inverted page numbers (e.g., '!0' for last page). Processes all pages if None. (Optional)
nameNoFile name for the generated output. (Optional)
api_keyNoPDF.co API key. If not provided, will use X_API_KEY environment variable. (Optional)
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It does not disclose behavioral traits such as whether the operation is destructive, authentication requirements, rate limits, or what happens with multiple files. The reference URL is external and not sufficient for agent decision-making.

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?

The description is a single clear sentence plus a reference link. It is reasonably concise and front-loaded with the core action. However, the reference link could be considered extraneous for an agent, slightly reducing efficiency.

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?

The description covers the basic function but lacks details on error handling, output naming behavior, or security considerations. With 6 parameters and no output schema, the description is minimally complete but leaves gaps.

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 baseline is 3. The description itself does not add additional meaning beyond what the schema already provides for each parameter. The schema descriptions are detailed, and the compact description does not enhance parameter understanding.

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 explicitly states the tool converts various image formats (JPG, PNG, TIFF) to PDF, with a specific verb 'Convert' and clear resource 'image formats to PDF'. It distinguishes from sibling tools like document_to_pdf by explicitly naming image formats.

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?

The description does not provide explicit when-to-use or when-not-to-use guidance compared to alternative tools like document_to_pdf. It mentions support for multiple URLs and file storage but lacks context on when to prefer this tool over others.

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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