Skip to main content
Glama
candenizkocak

Research Papers MCP Server

get_latest_from_category

Retrieve recent submissions from a specific arXiv category by providing its code, with an optional limit on results. Get current papers for any category.

Instructions

Gets the most recently submitted papers from a specific arXiv category. Args: category: The category code to search (e.g., 'cs.LG', 'astro-ph.CO'). max_results: Max number of papers to return.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
categoryYes
max_resultsNo
Behavior2/5

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

With no annotations provided, the description carries the full burden. It only states the basic action and parameters, without disclosing return format, rate limits, whether it's read-only, or any other behavioral traits. This is a notable gap.

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 concise and front-loaded with the main purpose, followed by an efficient parameter list. Every sentence adds value with no fluff.

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 simple with only two parameters, and the description covers the args well. However, there is no output schema and the description does not mention what the return value looks like, leaving some gaps for the agent.

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

Parameters5/5

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

The description fully explains both parameters with useful details: 'category' includes an example code, and 'max_results' is defined as the maximum number of papers. Since the schema has no descriptions, this fully compensates for the 0% 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 the tool's function with a specific verb and resource: 'Gets the most recently submitted papers from a specific arXiv category.' It distinguishes from siblings by focusing on category-based retrieval of recent 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 when you need the latest papers from a specific arXiv category, but it does not explicitly compare with sibling tools or provide exclusion criteria. It is clear enough but lacks explicit alternative guidance.

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/candenizkocak/research-papers-mcp-server'

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