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EigenCharlie

pdf-toolkit-mcp

by EigenCharlie

pdf_to_excel

Extract and convert tabular data from PDFs into Microsoft Excel .xlsx spreadsheets. Use on PDFs with clear tables for best results.

Instructions

Convert a PDF to a Microsoft Excel .xlsx spreadsheet. Works best when the source PDF contains clear tabular data; non-tabular PDFs may produce messy results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
input_fileYesPath to the PDF file to convert.
output_pathNoOptional output path. If it ends with the expected extension, the file is written there. If it is a directory, the file is placed inside with a timestamped name. Defaults to the same directory as the first input.
Behavior4/5

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

No annotations are provided, so the description carries full responsibility. It honestly discloses limitations ('non-tabular PDFs may produce messy results'), which is a useful behavioral trait. However, it does not detail other aspects like file size limits or expected processing time.

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 two sentences long, with the primary action stated first. Every word serves a purpose, and there is no extraneous information. It is highly concise and well-structured.

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?

No output schema is provided, yet the description does not explain what the tool returns (e.g., a file path or success message). It also omits details like required permissions or error handling. For a conversion tool with two parameters, this is a noticeable gap.

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

Parameters4/5

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

The schema covers 100% of parameters with descriptions for input_file and output_path. The description adds value by clarifying the tool's best-case use case (tabular data), which is not present in the schema. It compensates adequately for the lack of parameter-level guidance beyond the schema.

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 'Convert a PDF to a Microsoft Excel .xlsx spreadsheet' with a specific verb and resource. This clearly distinguishes it from sibling tools like pdf_to_word or pdf_to_powerpoint, which convert to different formats.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description advises that the tool works best on PDFs with clear tabular data and warns that non-tabular PDFs may produce messy results. While it provides clear context for when to use, it does not suggest alternative tools for non-tabular PDFs.

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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