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smaniches

Semantic Scholar MCP Server

semantic_scholar_bulk_papers

Read-onlyIdempotent

Retrieve up to 500 academic papers in a single request using paper IDs. Batch fetch paper details more efficiently than individual lookups.

Instructions

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

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
paramsYes
Behavior3/5

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

Annotations already declare readOnlyHint and idempotentHint, so the safety profile is covered. The description adds the max 500 limitation but does not disclose potential partial failures, missing IDs, rate limits, or response format. This is acceptable but not rich.

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 sentence that immediately communicates the core purpose and constraint. There is no wasted wording, and it is 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?

The tool is relatively simple, and annotations cover safety, but the description is sparse. With no output schema, the agent lacks information about return values, error behavior, or what happens if any paper ID is invalid. The max 500 is helpful, but more context could be provided.

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

Parameters2/5

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

The description does not describe any parameter semantics; it only mentions 'multiple papers' which vaguely relates to the paper_ids list. The context signal indicates schema description coverage of 0%, so the description must compensate, but it does not. The schema's internal definitions are not enough per the provided context.

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 the tool's function: 'Retrieve multiple papers in a single request (max 500).' The verb 'Retrieve' with resource 'multiple papers' is specific, and the max limit distinguishes it from singular fetch (semantic_scholar_get_paper) and search (semantic_scholar_search_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 usage for fetching multiple papers at once, especially with the 'single request' phrase, but it does not explicitly name alternatives or state when not to use it. It offers only implicit guidance regarding batch retrieval, not clear exclusions.

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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