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smaniches

Semantic Scholar MCP Server

by smaniches

semantic_scholar_bulk_search

Read-onlyIdempotent

Search academic papers with advanced filters, sorting, and cursor-based pagination to retrieve large result sets.

Instructions

Search papers with sorting and cursor-based pagination for large result sets.

Unlike regular search, supports sorting (e.g., by citation count) and returns a continuation token for paging through all results.

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 and idempotentHint. Description adds behavioral details about pagination and sorting, which are beyond the annotations, enhancing transparency.

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?

Two sentences, 34 words, front-loaded with main action and key differentiators. No unnecessary information.

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?

Covers the core purpose and key features (sorting, pagination). Does not detail return format, but an output schema likely handles that. Adequate for a search tool.

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?

Schema descriptions cover all parameters in detail (query, sort, token, etc.), so the tool description adds minimal additional meaning beyond summarizing the key features (sorting, pagination).

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 'Search papers' with specific features (sorting, cursor-based pagination) and contrasts with 'regular search', distinguishing it from sibling tools like 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 Guidelines4/5

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

Explicitly says 'Unlike regular search, supports sorting...' providing clear context for when to use this tool. Does not explicitly state when not to use, but the contrast is sufficient.

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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