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Related Servers

Alternatives to geo-mcp

No user-submitted related servers found.

    Related Servers

    • F
      license
      Not graded
      quality
      Not graded
      maintenance
      Provides access to NCBI's scientific databases including E-utilities, PubChem, and PMC APIs for biomedical literature search, molecular data retrieval, and research through natural language queries.
      3
      -
    • A
      license
      C
      quality
      F
      maintenance
      Provides AI-powered access to major biological databases for GWAS and bioinformatics research. Enables natural language queries for protein, gene, variant, pathway, and drug discovery analysis.
      44
      1
      MIT
    • A
      license
      A
      quality
      B
      maintenance
      Enables researchers to query public ENA and BioSamples genomics data in plain English through any MCP client, including counting records, searching samples, retrieving sample details, and checking metadata quality against project requirements.
      4
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Provides seamless access to over 35 million PubMed scientific articles through natural language queries for research discovery and analysis. It enables tools for advanced searches, retrieving article details, and exploring related research within the life sciences and biomedical fields.
      13
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    • A
      license
      A
      quality
      C
      maintenance
      Enables users to search multiple public life-science data repositories (GEO, ENA, CELLxGENE, PRIDE, DataCite) with a single query, returning a unified ranked list of datasets with ontology-expanded terms and per-source error reporting.
      3
      MIT

    TDQS

    B3.3/5.0

    Scored across 11 tools

    Disambiguation5/5

    Each tool targets a distinct resource or action: search tools are differentiated by GEO record type (series, samples, platforms, datasets, profiles) plus a general search; download and management tools are clearly distinct (download, stats, status, list, cleanup). No overlapping purposes.

    Naming Consistency4/5

    Most tools follow a consistent verb_noun pattern (e.g., download_geo_data, search_geo_series). The outlier is cleanup_downloads_tool, which uses 'cleanup' instead of 'clean' and has a '_tool' suffix, breaking the pattern slightly.

    Tool Count5/5

    11 tools is well-scoped for a GEO MCP server, covering search across key record types, download operations, and dataset management. The number feels appropriate—neither too few nor excessive.

    Completeness4/5

    The server provides comprehensive search, download, and management capabilities for GEO data. Potential gaps include the absence of an explicit delete operation for individual datasets (cleanup is a blanket operation) and lack of upload or update functionality, but these are peripheral to the primary purpose.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive