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minio-aiops

by AIops-tools
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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

    A3.5/5.0

    Scored across 48 tools

    Disambiguation3/5

    Many diagnostic tools overlap in the cluster-health/overview space (fleet_overview, cluster_status, server_info, capacity_rca, healing_health, drive_status), and bucket_info duplicates the per-config getters. The descriptions provide strong guidance, but the sheer number of similar-sounding health/audit tools creates selection friction.

    Naming Consistency3/5

    All names are snake_case, but the verb pattern is mixed: noun_verb for reads (bucket_policy_get, bucket_delete, bucket_ls) and verb_noun for most writes (set_bucket_policy, create_user), with some bare nouns (bucket_info, iam_users). The grouping by prefix helps, but the convention is not uniform.

    Tool Count2/5

    48 tools is far above the 3-15 sweet spot and exceeds the 25-tool threshold where a set is generally considered too large. While each tool maps to a distinct MinIO operation, the volume risks overwhelming an agent and hinders efficient selection.

    Completeness3/5

    The surface covers buckets, objects, IAM users, WORM/retention, health checks, and undo management well, but has notable gaps: no IAM group write operations (create/delete/add member/remove member), no object data-plane actions (delete/copy/tag), and no bucket tag/encryption write tools. These omissions will force workarounds for common admin tasks.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

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