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gym-ops MCP server

gym-ops MCP server

by StonishVicer
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Python
Local

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    Deploy Server
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    TDQS

    A4.4/5.0

    Scored across 4 tools

    Disambiguation4/5

    get_class_occupancy and find_members are clearly distinct, and list_unpaid_members is a focused snapshot while reconcile_payments is the full matching/reconciliation workflow. The only real overlap is that both list_unpaid_members and reconcile_payments report unpaid/partial bills, so an agent could initially pick the wrong one, but the descriptions clarify the boundary.

    Naming Consistency4/5

    Every tool uses a lowercase snake_case verb_noun form, so the set is predictable. However, the query verbs are inconsistent (get_class_occupancy vs find_members vs list_unpaid_members) and reconcile_payments is the only non-query action, so it is not as uniform as a list_/create_/update_ pattern.

    Tool Count4/5

    Four tools is a reasonable, non-bloated count and each tool is substantive. The 'gym-ops' label is broad enough that one might expect additional tools, and list_unpaid_members partially overlaps with reconcile_payments, so the scope feels slightly under- or over-represented rather than perfectly curated.

    Completeness3/5

    The tools work well for historical class occupancy, member lookup, unpaid-bill reporting, and payment reconciliation. They do not cover future class schedules, member-specific payment histories, or any create/update/freeze/cancel operations, which are common gym operations workflows, so agents will hit dead ends for those requests.

    Maintenance

    ActivitySlowing
    ResponsivenessNo recent community issues

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