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Glama
khushiiagrawal

MCP Research Server

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_papersA

Search for papers on arXiv based on a topic and store their information.

Args: topic: The topic to search for max_results: Maximum number of results to retrieve (default: 5)

Returns: List of paper IDs found in the search

extract_infoA

Search for information about a specific paper across all topic directories.

Args: paper_id: The ID of the paper to look for

Returns: JSON string with paper information if found, error message if not found

Prompts

Interactive templates invoked by user choice

NameDescription
generate_search_promptGenerate a prompt for Claude to find and discuss academic papers on a specific topic.

Resources

Contextual data attached and managed by the client

NameDescription
get_available_folders List all available topic folders in the papers directory. This resource provides a simple list of all available topic folders.

TDQS

A3.6/5.0

Scored across 2 tools

Disambiguation5/5

The two tools have clearly distinct purposes: extract_info retrieves information about a specific paper by ID, while search_papers finds papers on arXiv by topic and stores them. There is no overlap or ambiguity between these operations.

Naming Consistency5/5

Both tools follow a consistent verb_noun pattern (extract_info and search_papers), using snake_case and descriptive action-object naming. The naming is predictable and readable throughout.

Tool Count2/5

With only 2 tools for a research server, the set feels thin and incomplete for the apparent scope. A research domain typically requires more operations like managing papers, updating information, or handling citations, making this count inadequate.

Completeness2/5

There are significant gaps in the tool surface for a research server. While search and retrieval are covered, missing operations include creating, updating, or deleting paper records, organizing topics, or accessing stored data beyond extraction, which will limit agent workflows.

Maintenance

ActivityInactive
ResponsivenessNo issues