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K8s Doctor MCP

by ongjin
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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

    B3.2/5.0

    Scored across 8 tools

    Disambiguation3/5

    There is significant overlap between tools like diagnose-pod, debug-crashloop, and analyze-logs, which all involve analyzing pod issues with logs and events, potentially causing confusion. However, tools like list-namespaces and list-pods have distinct purposes, and the descriptions help clarify some boundaries, such as debug-crashloop focusing specifically on CrashLoop states.

    Naming Consistency4/5

    Most tools follow a consistent verb_noun pattern (e.g., analyze-logs, check-events, list-pods), with clear and readable names. The only minor deviation is full-diagnosis, which uses a hyphenated adjective-noun form instead of a verb, but overall the naming is predictable and easy to understand.

    Tool Count5/5

    With 8 tools, the count is well-scoped for a Kubernetes diagnostic server, covering a range of common troubleshooting tasks without being overwhelming. Each tool appears to serve a specific purpose in cluster analysis, making the set appropriately sized for its domain.

    Completeness4/5

    The tool set covers key diagnostic areas like logs, events, resources, and pod states, with comprehensive tools like full-diagnosis. A minor gap is the lack of tools for proactive monitoring or remediation actions (e.g., fixing issues), but agents can work around this by using the analysis tools to identify problems.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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