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Observability Agent MCP

by hmrdkn-labs
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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

    B3/5.0

    Scored across 7 tools

    Disambiguation4/5

    Each tool targets a distinct observability artifact—dashboards, panels, health, alerts, metrics, capabilities, and incident context. The only mild ambiguity is between render_dashboard and render_panel (both emit PNGs) and between incident_context and the individual query tools, but descriptions clarify the aggregation vs. single-purpose distinction.

    Naming Consistency3/5

    All tools share the consistent 'observability.' prefix and snake_case, but only render_dashboard, query_metrics, and render_panel follow a verb_noun pattern; capabilities, health_snapshot, active_alerts, and incident_context are noun phrases. The mixed style is readable but not fully predictable.

    Tool Count5/5

    Seven tools is a well-scoped size for a read-only observability server, fitting comfortably in the ideal 3–15 range. Each tool has a clear purpose with no redundancy.

    Completeness4/5

    The surface covers the core observability workflows: discovery, health, alerts, metrics, visual evidence at both dashboard and panel levels, and an incident context aggregator. Minor gaps exist—no log or trace search, and no explicit listing of allowlisted dashboards/metrics—but the capabilities tool mitigates discovery concerns.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources