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"Analyzing Large Amounts of Text" matching MCP servers:

  • medrxiv-mcp

    yogsoth-ai
    A
    license
    A
    quality
    C
    maintenance
    MCP server that turns a medRxiv DOI into clean markdown full text and provides free, relevance-ranked preprint search via Europe PMC.
    2
    1
    Apache 2.0

  • searchloinc

    jesse-smith
    A
    license
    A
    quality
    B
    maintenance
    Enables LLMs to search LOINC terms with free-text, relevance-ranked, and faceted queries via the LOINC Search API, mirroring the loinc.org/search experience.
    5
    MIT

  • NIH Research MCP Demo

    vdeeplearning
    F
    license
    A
    quality
    C
    maintenance
    Enables interaction with synthetic NIH-style clinical research data through tools for searching publications, querying patient metadata, analyzing AAA measurements, and retrieving protocol guidance.
    5

  • MNE-MCP

    Exekiel179
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that gives AI assistants conversational access to MNE-Python for analyzing neurophysiology data (EEG, MEG, sEEG, ECoG, fNIRS). Enables plain-language analysis pipelines, from loading recordings to generating figures and explanations.
    39
    7
    MIT

  • phi-guard-mcp

    dcl632
    A
    license
    A
    quality
    B
    maintenance
    MCP server and CLI for detecting, redacting, and auditing PHI in medical text before it is sent to AI agents, with tools for scan, redact, audit, and validate operations.
    4
    MIT

  • PubMed MCP Server

    openpharma-org
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to search and retrieve biomedical research articles from PubMed's database of over 35 million citations, including metadata, abstracts, MeSH terms, and full-text PDFs when available.
    1
    1
    MIT

  • PubMed MCP Server

    Augmented-Nature
    F
    license
    B
    quality
    F
    maintenance
    Provides comprehensive access to NCBI's PubMed database of over 36 million biomedical citations, allowing users to search, retrieve, and analyze literature directly through MCP tools. It supports advanced queries, citation management, full-text retrieval from PubMed Central, and precise discovery using MeSH terms.
    16
    15

  • Clinical Trials MCP Server

    BACH-AI-Tools
    A
    license
    B
    quality
    D
    maintenance
    Provides programmatic access to ClinicalTrials.gov API with 18 specialized tools for searching, analyzing, and retrieving detailed information about 400,000+ clinical trials worldwide, including filtering by condition, location, phase, sponsor, eligibility criteria, and outcomes.
    17
    18
    3
    MIT

  • AlphaGenome MCP Server

    taehojo
    A
    license
    B
    quality
    D
    maintenance
    Enables AI-powered genomic variant analysis including variant impact prediction, regulatory element discovery, and batch variant scoring. Currently operates in mock mode as a proof-of-concept awaiting the public release of Google DeepMind's AlphaGenome API.
    20
    14
    2
    MIT

  • Medical Research MCP Suite

    ezhou89
    A
    license
    B
    quality
    D
    maintenance
    Enables comprehensive medical research by querying and analyzing data across ClinicalTrials.gov, PubMed, and FDA databases with AI-enhanced cross-database insights, risk assessments, and competitive intelligence.
    13
    11
    MIT
  • easydocforms-mcp by easydocforms

    easydocforms-mcpofficial

    easydocforms
    A
    license
    -
    quality
    C
    maintenance
    An MCP server for healthcare intake forms that lets AI agents import blank PDFs, create patient fill links, and retrieve completed PDFs while keeping PHI out of the model context.
    MIT