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smaniches

Semantic Scholar MCP Server

semantic_scholar_bulk_papers

Read-onlyIdempotent

Retrieve up to 500 academic papers in one request using paper IDs, enabling bulk access to metadata from Semantic Scholar.

Instructions

Retrieve multiple papers in a single request (max 500).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
paramsYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and openWorldHint. The description adds the max 500 limit, which is a useful behavioral constraint beyond annotations. No contradictions.

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?

Single sentence, front-loaded with key information, no wasted words. Perfectly concise.

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?

Despite minimal description, the presence of an output schema and the low complexity of a read-only bulk retrieval make it adequate. Could mention response formats or error handling, but not required given schema richness.

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 input schema already provides descriptions for parameters (e.g., max 500 for paper_ids). The description adds no new meaning beyond the schema, resulting in a baseline score of 3 due to high schema coverage.

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 clearly states 'Retrieve multiple papers' with a specific resource and constraint (max 500), distinguishing it from sibling 'semantic_scholar_get_paper' which retrieves single papers.

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 implies use for bulk retrieval but does not explicitly state when to use this tool over alternatives like semantic_scholar_bulk_search or when not to use it. No exclusions or alternative tool mentions.

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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