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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

    A3.9/5.0

    Scored across 51 tools

    Disambiguation5/5

    Each tool targets a distinct resource and action (e.g., snapshot_list vs snapshot_create, vm_power_on vs vm_power_off). Tools for different resources are clearly separated, and even similar operations (like guest shutdown vs hard power-off) are well-differentiated by name and description.

    Naming Consistency5/5

    All tools follow a consistent `resource_action` pattern in snake_case (e.g., vm_list, snapshot_create, storage_container_delete). No mixing of conventions or unexpected verb forms.

    Tool Count1/5

    With 51 tools, the server far exceeds the typical well-scoped range of 3-15 tools. Many tools are variations of list/get/create/update/delete for different resources, leading to an excessively large surface that may overwhelm agents.

    Completeness5/5

    The tool set provides comprehensive coverage of Nutanix infrastructure management: VMs, snapshots, alerts, clusters, hosts, images, categories, subnets, storage containers, LCM, DR, and auditing. CRUD and lifecycle operations are present for major resources, along with specialized analysis and undo capabilities.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

    Resources