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faizbawa

mcp-beaker

by faizbawa
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Python
Remote

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    TDQS

    A3.7/5.0

    Scored across 27 tools

    Disambiguation3/5

    Several tools occupy adjacent territory: list_systems/search_systems, get_system_details/get_system_status, and get_job_status/watch_job can all be selected for similar intents. Most actions are still distinct after reading descriptions, but the 27-tool surface makes misselection possible.

    Naming Consistency4/5

    The set overwhelmingly uses a clear verb_noun snake_case pattern (submit_job, cancel_job, list_systems, reserve_system, provision_system). Minor inconsistencies such as return_loan versus loan_system, the extra _xml suffix on get_job_results_xml, and one-word whoami prevent a perfect score.

    Tool Count2/5

    At 27 tools, the set exceeds the 25+ threshold and feels heavier than necessary for the two core workflows of job management and system management. Some list/search/detail/status tools are close enough that consolidation would improve the surface.

    Completeness4/5

    Job and system lifecycles are well represented: jobs can be submitted, cloned, canceled, watched, inspected, logged, and acked, while systems can be discovered, reserved, provisioned, powered, loaned, and released. The only gap is the lack of destructive/admin operations such as deleting jobs or editing system metadata, but primary workflows have no dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive

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