Skip to main content
Glama
mlintangmz2765

Scholar MCP Server

search_papers_tool

Search scholarly literature using standard or Boolean queries. Retrieve metadata summaries from Scopus or OpenAlex, with optional Open Access links.

Instructions

Searches the Scopus library by accepting standard textual querying or advanced Scopus Boolean Syntax (e.g. TITLE-ABS-KEY(artificial intelligence) AND PUBYEAR > 2020). Returns metadata summaries. Set use_scopus=False to use OpenAlex which guarantees Open Access PDF links but might have less robust abstracts in standard search. sort_by: 'relevance' (default), 'cited_by_count' (most cited first), 'publication_year' (newest first). Only works with OpenAlex. Returns a formatted string of results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryYes
sort_byNorelevance
use_scopusNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Describes the two backend behaviors, sort limitations, and return format (formatted string). With no annotations, this is adequate but lacks details on rate limits or authentication.

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?

Concise single paragraph with no redundancy. All sentences add value, though a bulleted list could improve readability.

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?

Given the tool's complexity (two backends, sort options) and no visible output schema, the description is fairly complete but the return format ('formatted string') is vague.

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

Parameters4/5

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

With 0% schema description coverage, the description compensates by explaining sort_by values and use_scopus behavior, and provides a query example. However, the 'limit' parameter is not explained.

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 clearly states it searches for papers using Scopus or OpenAlex, with specific mention of standard and advanced syntax. However, it does not explicitly differentiate from sibling search tools like search_papers_s2_tool.

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?

Provides guidance on when to use OpenAlex vs Scopus (e.g., for open access PDF links) and notes sort_by only works with OpenAlex. But no explicit comparison to alternatives or in which scenarios to prefer this tool over siblings.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/mlintangmz2765/Scholar-MCP'

If you have feedback or need assistance with the MCP directory API, please join our Discord server