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Nutanix AIops

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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.6/5.0

    Scored across 51 tools

    Disambiguation5/5

    Every tool targets a distinct resource/action, covering VMs, alerts, clusters, snapshots, subnets, storage containers, LCM, categories, images, undo, and RCA separately. The closest overlaps (vm_power_off vs vm_guest_shutdown, cluster_health vs cluster_health_rca, alert_list vs analyze_alert vs alert_triage_rca) are clearly differentiated by descriptions.

    Naming Consistency4/5

    Names are overwhelmingly snake_case and follow a resource_action convention (vm_create, subnet_delete, storage_container_update). Minor deviations exist: analyze_alert is verb-first, while capacity_runway, cluster_health, and cluster_utilization are noun phrases, and pd_failover abbreviates protection_domain.

    Tool Count1/5

    51 tools far exceeds the 3-15 well-scoped range and lands in the rubric's 50+ extreme-mismatch band. Although the Nutanix estate is broad, the set includes many thin read/write/RCA operations that would overwhelm tool selection.

    Completeness4/5

    The surface covers core Nutanix operational workflows: VM lifecycle/power/migration, snapshots, alerts, clusters, storage containers, subnets, LCM, categories, and undo. Gaps remain, such as subnet update, category unassign/delete, image create/update, protection-domain CRUD, and richer VM NIC/disk operations, but agents can work around most of these.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

    Resources