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renyumeng1

mcp-scholar

by renyumeng1

read_paper_sections

Read-onlyIdempotent

Extract specific sections from an open-access PDF by paper ID, returning all sections by default when pymupdf4llm is installed.

Instructions

Extract sections from an open-access PDF when pymupdf4llm is installed.

Input Schema

NameRequiredDescriptionDefault
paper_idYes
sectionsNoall

Output Schema

NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.2.2

TDQS

C2.9/5.0
Behavior3/5

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

The annotations already declare read-only, idempotent, and open-world behavior. The description adds useful context that the PDF is open-access and that pymupdf4llm must be installed, but it does not describe failure behavior or how section selection behaves.

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 a single front-loaded sentence with no filler. Every clause contributes either the core action or a prerequisite.

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

Completeness2/5

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

An output schema exists and the annotations cover safety, which reduces the description's burden. However, with 0% schema description coverage and no explanation of paper_id or sections, the definition is incomplete for reliable invocation.

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

Parameters1/5

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

Schema description coverage is 0%, so the description must explain paper_id and sections. It does neither beyond the generic word 'sections,' leaving the meaning and accepted values of both parameters undefined.

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 gives a specific verb and resource: 'Extract sections from an open-access PDF.' It is clear what the tool does, but it does not differentiate itself from siblings such as paper_detail or summarize_papers.

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?

The only conditional guidance is the environment prerequisite 'when pymupdf4llm is installed.' It does not say when to use this tool instead of alternatives, nor when not to use it.

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