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    • A
      license
      B
      quality
      B
      maintenance
      Enables AI assistants to query and retrieve biodiversity data from the Global Biodiversity Information Facility (GBIF), including species, occurrences, datasets, and literature.
      58
      51 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to search roughly 150 million digitized natural-history museum specimen records (plants, animals, fossils) from US collections, filtered by taxonomy and locality, and to retrieve the full normalized record for any single specimen by its uuid. It also returns taxonomic or geographic specimen counts grouped by a chosen field, optionally narrowed by the same filters, with no API key required.
      7 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables querying biodiversity data from the Global Biodiversity Information Facility (GBIF) API v1, supporting species occurrence searches and other GBIF endpoints through natural language.
      11 npm
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables AI clients to access virome datasets and external bioinformatics APIs through MCP tools, including Wikipedia, PubMed, NCBI Taxonomy, read-only SQL over S3 Parquet, pandas/Plotly analyses, and map visualizations, while keeping the client decoupled from data and business logic.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to resolve scientific names to Taxonomic Serial Numbers, traverse complete taxonomic lineages from kingdom to children, and retrieve vernacular names in all languages from an authoritative US-government taxonomy.
      9 npm
      1
      MIT
    • A
      license
      Not graded
      quality
      Not graded
      maintenance
      Enables interaction with the Atlas of Living Australia API to search and access 152+ million biodiversity records. Supports occurrence searches, spatial queries, bulk data downloads, and taxonomic data retrieval through natural language.
      MIT

    TDQS

    B3.4/5.0

    Scored across 58 tools

    Disambiguation4/5

    Most tools have distinct purposes, but several families overlap: seven occurrence counts_by_* tools, three map tile URL generators, and species search/suggest/match could cause misselection. Descriptions help, but boundaries are not always crisply distinct.

    Naming Consistency5/5

    All tools follow a consistent gbif_{domain}_{action} snake_case convention. There is no mixing of camelCase or vague verb styles, making the naming predictable and readable.

    Tool Count1/5

    58 tools is an extreme mismatch for a single server; many could be consolidated (e.g., facet counts, tile URL types). This bloats the surface and increases the selection burden on agents.

    Completeness5/5

    The surface covers all major GBIF domains: species taxonomy, occurrence search/download/counts, registry (datasets, organizations, networks, installations, collections, institutions, nodes), maps, literature, vocabularies, and validation. The read-only scope is appropriate for a data access API.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues