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"Architecture for automating quality assurance with services" matching MCP servers:

  • HHS Media Services API MCP

    ag2-mcp-servers
    F
    license
    Not graded
    quality
    D
    maintenance
    A Multi-Agent Conversation Protocol Server that provides a natural language interface to the U.S. Department of Health & Human Services (HHS) Media Services API, allowing users to access health-related data and media resources through conversational AI.

  • Claims Quality MCP Server

    muyogalega25
    F
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP-compatible AI clients to validate healthcare claims data quality by running completeness, integrity, and temporal checks on CSV files via five callable tools, including profiling and full scans.

  • Cure Cancer With AI MCP Server

    hifarrer
    F
    license
    Not graded
    quality
    C
    maintenance
    Provides oncology data (research, news, FDA approvals, clinical trials) and IBM MAMMAL biomedical predictions (PPI, DTI, ClinTox) as MCP tools. Allows AI agents to query cancer datasets and run predictions through a remote MCP server.

  • just-prs-mcp

    dna-seq
    A
    license
    A
    quality
    A
    maintenance
    MCP server for polygenic risk score analysis, wrapping just-prs to enable catalog search, PRS computation, VCF normalization, percentile and risk estimation, and quality assessment.
    20
    1
    MIT

  • biothings-mcp

    longevity-genie
    A
    license
    A
    quality
    F
    maintenance
    Provides a Model Context Protocol server for accessing and querying biomedical data from BioThings services, including gene, variant, chemical, and taxon annotations.
    19
    33
    MIT

  • vmd-mcp

    Alierkn
    A
    license
    A
    quality
    C
    maintenance
    Drive VMD headlessly from any MCP client to analyze structures and trajectories, and ray-trace publication-quality images with no display.
    12
    MIT
  • xcircl by xcircl

    xcirclofficial

    xcircl
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying US regulated-care providers (GLP-1 clinics) with tools for searching, retrieving details, and checking compliance, using natural language or function calls.
    2
    MIT
  • Bio-MCP FastQC Server by bio-mcp

    Bio-MCP FastQC Serverofficial

    bio-mcp
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to perform quality control analysis on high-throughput sequencing data using FastQC and MultiQC. It supports single-file and batch processing of FASTQ/FASTA files and generates comprehensive, interactive summary reports.
    MIT
  • galaxy-mcp by galaxyproject

    galaxy-mcpofficial

    galaxyproject
    A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for interacting with Galaxy bioinformatics platform, enabling AI assistants to connect to Galaxy instances, search and execute tools, manage workflows, and access other features.
    37
    MIT

  • MolMIM MCP Server

    siarhei-fedziukovich
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables molecular generation, optimization, and analysis through NVIDIA MolMIM API. Supports generating drug-like molecules with desired properties, extracting molecular embeddings, and exploring chemical space around seed molecules.
    MIT

  • Google Cloud Healthcare API

    msathiyakeerthi
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables interaction with FHIR resources on Google Cloud Healthcare API through a SmartOnFHIR gateway secured by Firebase Auth, providing access to patient data, medical records, and medical research tools like PubMed.
    1
    MIT

  • RELION MCP Server

    kdursunnizam-art
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to control RELION 5.x cryo-EM structure determination software through natural language, providing 23 tools for the complete single-particle analysis pipeline.
    4
    MIT