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helena-bioinformatics

Noodle Biomedical Literature Discovery MCP

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    TDQS

    A3.9/5.0

    Scored across 7 tools

    Disambiguation3/5

    Most tools have clear roles, but get_publication_details/get_work_details and get_publication_neighborhood/get_work_neighborhood overlap in purpose and are distinguished only by identifier type, which may confuse agents. support_helena is also unrelated to the biomedical literature domain and adds ambiguity about the server's scope.

    Naming Consistency5/5

    All tool names follow a consistent lowercase snake_case verb_noun pattern, such as search_*, get_*. The naming is predictable and makes the tool surface easy to navigate.

    Tool Count4/5

    Seven tools is a reasonable size for a literature discovery server and covers the core workflows. However, support_helena is an unrelated promotional action and slightly dilutes the focus of an otherwise well-scoped set.

    Completeness4/5

    The server covers the main read-only discovery lifecycle: search, retrieve details, explore neighborhoods, and inspect corpus metadata. Minor gaps exist, such as no direct DOI-to-record lookup and some ambiguity between work and publication identifiers, but agents can work around these with the search tool.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues