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Glama
Dianel555

Paper Search MCP

by Dianel555

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
WOS_API_KEYNoYour Web of Science API key from Clarivate Developer Portal (required for Web of Science platform)
PUBMED_API_KEYNoYour NCBI PubMed API key (optional, increases rate limits from 3 to 10 requests/second)
WILEY_TDM_TOKENNoYour Wiley TDM token (required for Wiley platform)
WOS_API_VERSIONNoWeb of Science API version (v1 or v2). Default is v1.v1
ELSEVIER_API_KEYNoYour Elsevier API key (required for ScienceDirect and Scopus platforms)
SPRINGER_API_KEYNoYour Springer Nature API key for Metadata API v2 (required for Springer platform)
SEMANTIC_SCHOLAR_API_KEYNoYour Semantic Scholar API key (optional, increases rate limits)
SPRINGER_OPENACCESS_API_KEYNoYour Springer Nature OpenAccess API key (optional, if different from main SPRINGER_API_KEY)

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": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_papersC

Search academic papers from multiple sources including arXiv, Web of Science, etc.

search_arxivC

Search academic papers specifically from arXiv preprint server

search_webofscienceC

Search Web of Science Starter (default) or explicitly selected Expanded API

get_webofscience_related_recordsB

Get references, citing records, or related records through Web of Science Expanded API

search_pubmedC

Search biomedical literature from PubMed/MEDLINE database using NCBI E-utilities API

search_biorxivB

Search bioRxiv preprint server for biology papers

search_medrxivC

Search medRxiv preprint server for medical papers

search_semantic_scholarC

Search Semantic Scholar for academic papers with citation data

search_iacrC

Search IACR ePrint Archive for cryptography papers

download_paperC

Download PDF file of an academic paper

search_google_scholarC

Search Google Scholar for academic papers using web scraping

get_paper_by_doiC

Retrieve paper information using DOI from available platforms

discover_paper_accessA

Discover a public publisher PDF candidate for one DOI without claiming open-license or complete download success

search_scihubA

Controlled, opt-in Sci-Hub DOI adapter (disabled by default); accepts DOI/doi.org URLs only, tries direct mirrors before bounded ScrapingAnt fallback, and does not grant access rights.

check_scihub_mirrorsC

Check the health status of all Sci-Hub mirror sites

get_platform_statusC

Check the status and capabilities of available academic platforms

search_sciencedirectC

Search academic papers from Elsevier ScienceDirect database (requires API key)

search_springerA

Search academic papers from Springer Nature database. Uses Metadata API by default (all content) or OpenAccess API when openAccess=true (full text available). Same API key works for both.

search_scopusC

Search the Scopus abstract and citation database (requires Elsevier API key)

search_crossrefC

Search academic papers from Crossref database. Free API with extensive scholarly metadata coverage across publishers.

get_citationsA

Retrieve citation data (citation count, references, venue) for a paper by DOI using Semantic Scholar

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.2/5.0

Scored across 21 tools

Disambiguation4/5

Most tools are clearly distinguished by their target source (e.g., arXiv, PubMed, Scopus) or action (download, check, discover). Minor overlap exists between search_papers (multi-source) and individual source-specific searches, but descriptions clarify scope. The access-related tools (search_scihub, discover_paper_access) have distinct roles.

Naming Consistency4/5

The naming pattern is predominantly verb_noun with search_* for queries, get_* for retrieval, and a few other action prefixes (download, check, discover). While consistent overall, some names are verbose (get_webofscience_related_records) and there is no uniform verb for all operations, but the convention is recognizable and predictable.

Tool Count3/5

With 21 tools, the server sits at the upper edge of reasonable scope. The breadth of academic sources justifies a higher count, but it feels slightly heavy, especially with overlapping search capabilities. Each tool serves a purpose, yet a few could be consolidated without losing functionality.

Completeness4/5

The tool surface covers the core lifecycle of academic paper search and retrieval: searching across major databases, retrieving by DOI, downloading PDFs, and accessing citation data. Minor gaps exist, such as no direct full-text extraction or citation network visualization, but these are not essential for the stated purpose. The coverage is robust for search and access.

Maintenance

ActivityMaintained
ResponsivenessUnresponsive