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Veeam AIops

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    Deploy Server
    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 27 tools

    Disambiguation4/5

    Most tools target distinct resource/action pairs, and detailed descriptions separate analytics tools like backup_storage_ranking from backup_object_storage_usage and job_failure_rca from session_log. A few capacity-related tools (repository_state, repository_get, repository_capacity_rca) and the overview/RCA pair overlap enough that an agent could initially reach for the wrong one.

    Naming Consistency3/5

    The dominant pattern is resource_action (job_list, job_get, session_stop, repository_list), and the analytics/RCA tools use readable compound names. However, there is no single consistent convention: overview, repository_state, session_log, backup_storage_ranking, job_failure_rca, and restore_list_points/start_vm_restore break the pattern, making names less predictable.

    Tool Count3/5

    27 tools is heavy and near the threshold where a toolset becomes hard to navigate. That said, each tool maps to a distinct Veeam entity or workflow (jobs, repos, sessions, restore, analytics, undo), so the count is defensible for the broad operational scope.

    Completeness4/5

    The set covers the core operational lifecycle: inventory, job control, session monitoring, restore initiation, storage showback, and failure RCA. Gaps like job create/update/delete, file-level restore, and repository configuration are absent, but they appear to be outside the server's monitoring/operations purpose.

    Maintenance

    ActivityActive
    ResponsivenessWithin a week

    Resources