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"A system for improving requirements (e.g., analysis and completion)" matching MCP servers:

  • rnaseq-mcp

    sbarbi-gh
    F
    license
    A
    quality
    C
    maintenance
    Enables analysis of bulk RNA-seq data using natural language queries, executing R and Python in a Docker container with automatic sample anonymization and privacy controls.
    Last updated
    7

  • WetLab-MCP

    muslus
    A
    license
    A
    quality
    D
    maintenance
    Enables AI-assisted molecular biology experiment design with tools for qPCR primer design, cloning strategy optimization, TaqMan probe design, and multiplex compatibility analysis.
    Last updated
    6
    1
    MIT

  • just-prs-mcp

    dna-seq
    A
    license
    A
    quality
    B
    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.
    Last updated
    16
    1
    MIT

  • hpo-link

    berntpopp
    A
    license
    A
    quality
    B
    maintenance
    MCP server that provides tools for querying the Human Phenotype Ontology (HPO) including term lookup, hierarchy exploration, cross-ontology mappings, and gene-phenotype-disease associations, all grounded in a local SQLite database for fast offline lookups.
    Last updated
    17
    MIT

  • plant-genomics-mcp

    musharna
    A
    license
    A
    quality
    A
    maintenance
    ▎ Provides 32 tools for plant-genomics locus lookup across 11 free public backends (Ensembl Plants, Phytozome, UniProtKB, Europe PMC, QuickGO, NCBI BLAST, Gramene, KEGG, STRING-DB, ATTED-II, BAR). Takes a TAIR-style locus plus optional organism and returns gene metadata, functional/pathway annotation, interactions, co-expression, and literature — in single-locus, batch, and cross-source synthesis.
    Last updated
    32
    3
    MIT
  • openpgx by open-pgx

    openpgxofficial

    open-pgx
    A
    license
    A
    quality
    D
    maintenance
    Enables AI-driven pharmacogenomic analysis by querying structured genetic variant, drug response, and disease risk data. Supports natural language questions about medications, traits, and health risks based on user genome data, with privacy-first local execution.
    Last updated
    16
    90
    10
    MIT

  • BioNext-mcp

    Cherine0205
    A
    license
    A
    quality
    D
    maintenance
    Enables bioinformatics analysis through natural language conversations with Claude Desktop, automatically generating and executing Python scripts to produce HTML reports and visualizations.
    Last updated
    3
    5
    8
    MIT

  • Enrichr MCP Server

    tianqitang1
    A
    license
    A
    quality
    B
    maintenance
    Enables gene set enrichment analysis using the Enrichr API across hundreds of gene set libraries including Gene Ontology, pathways, diseases, tissues, drugs, and transcription factors. Returns only statistically significant results for interpretation.
    Last updated
    2
    357
    15
    MIT

  • BioMCP

    yeyuan98
    A
    license
    A
    quality
    B
    maintenance
    A high-performance MCP server that gives LLMs access to 25 biomedical tools federated across 50+ upstream APIs for genes, variants, drugs, diseases, literature, clinical trials, and structural biology.
    Last updated
    25
    138
    2
    MIT