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"Understanding Code Execution" matching MCP servers:

  • SCMCP

    scmcphub
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that enables scRNA-Seq analysis through natural language, providing tools for data preprocessing, clustering, and biological visualization. It supports both predefined function execution and a flexible code mode powered by a Jupyter backend for automated single-cell transcriptomics workflows.
    Last updated
    15
    BSD 3-Clause

  • tacc-mcp-bio

    Narasimhan-Lab
    F
    license
    -
    quality
    C
    maintenance
    Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinformatics pipelines, allowing job management, log reading, file browsing, remote script execution, and job submission through natural language.
    Last updated
  • 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
  • bio-mcp-evo2 by bio-mcp

    bio-mcp-evo2official

    bio-mcp
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that enables AI assistants to generate, score, and analyze DNA sequences using the evo2 genomic foundation model. It supports multiple execution modes including local GPU, SLURM clusters, and the Nvidia NIM cloud API for tasks like variant effect prediction and sequence embedding.
    Last updated
    MIT

  • Poiesis MCP Server

    JaeAeich
    A
    license
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    quality
    D
    maintenance
    Enables AI assistants to create, monitor, and manage computational tasks through GA4GH Task Execution Service (TES) functionality. Provides seamless access to TES-compliant services for executing bioinformatics and scientific computing workflows.
    Last updated
    Apache 2.0

  • methods-mcp

    webwebb56
    A
    license
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    quality
    D
    maintenance
    Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.
    Last updated
    Apache 2.0

  • MCP-GMX-VMD

    egtai
    A
    license
    -
    quality
    F
    maintenance
    Integrates GROMACS molecular dynamics simulations with VMD visualization, enabling setup, execution, analysis, and 3D visualization of molecular dynamics workflows through natural language.
    Last updated
    19
    MIT

  • BioOpenMCP

    JesKwek
    F
    license
    -
    quality
    D
    maintenance
    BioOpenMCP enables users to run bioinformatics tools like FastQC, Cutadapt, and STAR with background execution and status checking. It integrates with Claude Desktop to perform quality control, trimming, alignment, and reporting via natural language.
    Last updated
    1