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"Excel data processing tools and methods" matching MCP servers:

  • methods-mcp

    webwebb56
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    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
  • FLASK-tools by FLASK-LLNL

    FLASK-toolsofficial

    FLASK-LLNL
    F
    license
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    quality
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    Provides a collection of MCP servers for computational chemistry tasks including molecular generation and retrosynthesis. Also offers property prediction and molecule pricing capabilities.
    Last updated

  • MOF Tools MCP Server

    liuyuxiang92
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    A specialized MCP server for Metal-Organic Framework research that provides tools for database searching, structural optimization, and energy calculations via ASE. It enables scientific workflows by allowing users to interact with MOF data and perform chemical simulations through a standard SSE interface.
    Last updated
    MIT

  • gromacs-mcp

    Alierkn
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    license
    B
    quality
    A
    maintenance
    Enables running GROMACS molecular dynamics simulations through natural language, with tools for topology building, solvation, simulation management, and trajectory processing via the Model Context Protocol.
    Last updated
    31
    MIT

  • SCMCP

    huang-sh
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    license
    C
    quality
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    maintenance
    An MCP server that enables single-cell RNA sequencing analysis through natural language, supporting data processing, visualization, and analysis tasks without requiring coding knowledge.
    Last updated
    52
    12
    BSD 3-Clause
  • Bio-MCP FastQC Server by bio-mcp

    Bio-MCP FastQC Serverofficial

    bio-mcp
    A
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    quality
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    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.
    Last updated
    MIT

  • ChemDraw Server

    tom832
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    quality
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    Provides chemical informatics endpoints for converting between chemical names and SMILES, processing molecule structures, and comparing molecules, with MCP compatibility.
    Last updated
    4
    MIT

  • ESMfold MCP Server

    MacromNex
    F
    license
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    quality
    D
    maintenance
    Enables protein sequence analysis and structure prediction by extracting ESM-2 embeddings and batch processing FASTA files via Docker. It provides tools for large-scale embedding extraction, job monitoring, and model management within an MCP-compatible environment.
    Last updated

  • Chai-1 MCP Server

    MacromNex
    F
    license
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    quality
    D
    maintenance
    Enables protein structure prediction using the Chai-1 model via Docker, with tools for small peptides, FASTA-based predictions, MSA-enhanced predictions, batch processing, and job management.
    Last updated

  • rnaseq-mcp

    sbarbi-gh
    F
    license
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    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

  • Biomart MCP

    jzinno
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    license
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    quality
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    maintenance
    A Model Context Protocol server that interfaces with Biomart databases, allowing models to discover biological datasets, explore attributes/filters, retrieve biological data, and translate between different biological identifiers.
    Last updated
    8
    7
    MIT