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endpoint-aiops-mcp

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

    A3.8/5.0

    Scored across 13 tools

    Disambiguation3/5

    patch_status and patch_compliance both evaluate patch levels against a target, and overview, endpoint_health_score, and drift_report all present fleet-health summaries, so an agent could pick the wrong one. The descriptions do separate raw distribution from SLA verdict and live triage from injected analysis, but the boundaries are not always crisp.

    Naming Consistency3/5

    Most tools use a lowercase resource-prefixed pattern like endpoint_list, endpoint_get, and undo_apply, but verbs and nouns are mixed: overview, patch_status, login_storm_analysis, and drift_report are not action-oriented. The names are readable and grouped by domain, but the convention is not uniform.

    Tool Count5/5

    At 13 tools, the set is well within the ideal range and covers inventory, health, patch analysis, session analysis, drift, writes, and undo. Each tool maps to a distinct operational need for an endpoint AIOps workflow, with no obvious bloat.

    Completeness4/5

    The server covers the main AIOps loop: inventory, health, patch compliance, login storms, drift, and reversible actions. Missing profile management and broader endpoint lifecycle operations are minor workarounds rather than dead ends.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

    Resources