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"A guide to writing a paper for an SCI-indexed journal" matching MCP servers:

  • paper-search-mcp

    upascal
    F
    license
    Not graded
    quality
    C
    maintenance
    Enables searching for academic papers and preprints across multiple platforms including Semantic Scholar, arXiv, PubMed, and CrossRef. It provides access to research records, DOI lookups, and journal metadata through a unified interface deployed on Cloudflare Workers.

  • MCP LAMMPS Server

    Chenghao-Wu
    A
    license
    Not graded
    quality
    F
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with LAMMPS for molecular dynamics simulations through natural language commands.
    14
    Apache 2.0

  • SCMCP

    scmcphub
    A
    license
    Not graded
    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.
    15
    BSD 3-Clause

  • Liana-MCP

    scmcphub
    F
    license
    Not graded
    quality
    C
    maintenance
    Enables natural language interface for single-cell RNA-Seq analysis using Liana. Supports reading/writing scRNA-Seq data, cell-cell communication analysis, and visualization through circle plots and dotplots.
    1

  • VepClin-MCP

    shivankvirdi
    F
    license
    Not graded
    quality
    B
    maintenance
    A terminal-based bioinformatics CLI chat tool that integrates Ensembl VEP, NCBI ClinVar, an MCP server layer, and OpenRouter's NVIDIA Nemotron 3 Ultra model to provide variant consequence and clinical significance lookups with clear summaries in a Rich-powered CLI.

  • reactome-db-mcp

    tc2fh
    A
    license
    A
    quality
    C
    maintenance
    Provides direct SQL access to a locally hosted Reactome database, enabling schema discovery, guarded read-only queries, and ergonomic helpers over the full relational schema.
    9
    MIT

  • Biomart MCP

    jzinno
    A
    license
    A
    quality
    D
    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.
    8
    8
    MIT

  • mgi-link

    berntpopp
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that provides mouse genetics data from Mouse Genome Informatics (MGI), enabling LLM agents to query markers, mutations, alleles, phenotypes, and disease models.
    13
    1
    MIT

  • Gigwa-MCP

    gkanogiannis
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that interfaces with Gigwa for genotyping data import, analysis, and audit, enabling users to perform complex workflows through natural language commands.
    29
    Apache 2.0

  • Rosetta MCP Server

    Arielbs
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that enables AI coding assistants to interact with Rosetta, PyRosetta, and Biotite for running RosettaScripts, validating XML, translating between Rosetta and Biotite, scoring structures, and querying documentation.
    19
    112
    18
    MIT

  • ncbi-datasets-mcp

    syntheticgio
    F
    license
    A
    quality
    A
    maintenance
    An MCP server that gives Claude access to NCBI Datasets v2 — search genome assembly metadata, retrieve taxonomy records, and download data packages without leaving your conversation.
    10