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geneontology

Noctua MCP Server

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by geneontology

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    TDQS

    A4.1/5.0

    Scored across 18 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose. Overlaps like add_entity_set vs add_protein_complex are well-differentiated by descriptions, and search_annotations vs get_annotations_for_bioentity serve different use cases. No tools are truly interchangeable.

    Naming Consistency5/5

    All tools follow snake_case with a consistent verb_noun pattern (e.g., create_model, add_fact, remove_individual, search_models). No mixing of styles or cryptic abbreviations.

    Tool Count5/5

    The 18 tools cover the full lifecycle of GO-CAM model creation, editing, querying, and searching without being excessive. Each tool addresses a specific need in the domain.

    Completeness4/5

    The tool set covers essential CRUD operations and queries but lacks tools for updating model state or modifying existing individuals/facts. Minor gaps exist but core modeling workflows are well supported.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues