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analyze_pdf_inspector

Read-only

PDF Inspector — Deep inspection of a PDF: page count, fonts used, annotations, form fields, embedded files. [category: analyze]

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
fileYesInput file (PDF)

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

The description is consistent with readOnlyHint:true and openWorldHint:false, and 'inspection' signals no mutation. It adds the scope of what is read but does not disclose potential limits like file-size restrictions, authentication needs, or response format. Because annotations already cover the read-only safety profile, the description meets the baseline but adds limited extra behavioral context.

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, front-loaded sentence with the tool's role followed by an enumerative list of inspection targets and a category tag. It contains no filler, though the phrase 'PDF Inspector' slightly duplicates the title annotation.

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

Completeness4/5

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

For a single-input, read-only inspection tool, the description is largely sufficient: it names the input type, the operation, and the main output categories. However, since there is no output schema and several overlapping PDF-analysis siblings exist, a brief note on where this tool fits among them would make it fully self-sufficient.

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 only parameter, file, is fully documented in the schema as 'Input file (PDF)' with binary format. The description repeats the PDF context but contributes no additional constraints or format details. With 100% schema description coverage, a baseline score of 3 is appropriate.

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 identifies a specific function—deep inspection of a PDF—and enumerates concrete deliverables (page count, fonts, annotations, form fields, embedded files). It clearly places the tool in the analysis category, though it does not explicitly distinguish it from overlapping PDF-analysis siblings like pdf_file_info or pdf_page_count.

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 [category: analyze] tag and the 'deep inspection' phrasing imply the tool is for broad read-only analysis of a PDF. However, the description provides no explicit guidance on when to use this tool instead of alternatives such as pdf_page_count, pdf_file_info, or analyze_metadata, and gives no when-not-to-use conditions.

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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TDQS

B3.2/5.0
Disambiguation2/5

Multiple tool pairs are near-identical: octopus_mkdir/octopus_make_folder and octopus_move/octopus_move_file are literal duplicates, analyze_hash/generate_hash both compute hashes, convert_word_to_pdf overlaps convert_document, and photo_compress/photo_compress_to_size plus pdf_thumbnails/pdf_to_images have fuzzy boundaries. The descriptions are detailed and cross-reference each other helpfully, but at 144 tools an agent will regularly misselect.

Naming Consistency3/5

The dominant {category}_{verb}_{object} snake_case pattern (pdf_*, photo_*, convert_*, analyze_*, media_*) is largely consistent and predictable. However, outliers like chatwithyourpdf and describe_image break the category-prefix convention, and the octopus namespace mixes bare verbs (read, write, mkdir) with verb_noun forms (make_folder, move_file, search_meta) inconsistently.

Tool Count2/5

144 tools is an extreme count for any MCP server. The broad scope (PDF, photo, video, audio, conversion, analysis, generation, file storage, web, e-sign) justifies some volume, but the count is inflated by batch and inspect variants (pdf_to_excel + batch + inspect), duplicate tools, and overlapping converters. An agent faces an overwhelming selection surface.

Completeness4/5

Per-domain coverage is remarkably deep: PDF spans merge/split/compress/protect/unlock/metadata/OCR/watermark and bidirectional conversion; photo covers editing, format conversion, face handling, OCR, and collage; file storage has full CRUD plus search. Minor gaps exist (no audio transcription, no video metadata editing, no deletion of PDF pages is actually covered via pdf_delete_pages) but the surface has no dead ends for its declared domains.

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