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mjrestivo16

Kubernetes MCP Server

by mjrestivo16
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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 49 tools

    Disambiguation4/5

    Most tools have distinct purposes targeting specific Kubernetes resources and actions, with clear boundaries (e.g., k8s_get_pod vs. k8s_describe_pod for different detail levels). However, some overlap exists, such as k8s_delete_resource potentially covering deletions handled by specific tools like k8s_delete_pod, which could cause minor confusion.

    Naming Consistency5/5

    Tool names follow a highly consistent k8s_verb_noun pattern throughout, using snake_case uniformly. This predictability makes it easy for agents to understand and navigate the toolset without naming conflicts or style variations.

    Tool Count2/5

    With 49 tools, the count is excessive for typical MCP server scope, likely overwhelming for agents and leading to decision paralysis. While Kubernetes is complex, this many tools suggests fragmentation rather than a well-scoped, cohesive set.

    Completeness5/5

    The toolset provides comprehensive coverage of Kubernetes operations, including CRUD for core resources (pods, deployments, services), lifecycle management (scale, restart, rollout), monitoring (logs, events, top), and cluster administration. No obvious gaps exist for the domain.

    Maintenance

    ActivityInactive
    ResponsivenessSyncing

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