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EMQX Cloud MCP

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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 3 tools

    Disambiguation5/5

    Each tool targets a distinct resource and action: list_projects (projects), list_deployments (deployments), and get_deployment (single deployment status). There is no overlap between them, so an agent can select correctly with confidence.

    Naming Consistency5/5

    All three tools follow a clean verb_noun snake_case pattern (list_projects, list_deployments, get_deployment). The convention is uniform and predictable.

    Tool Count3/5

    Three read-only tools is thin for a deployment-management server that implies lifecycle operations. It is borderline rather than broken, but the surface feels under-scoped for the domain.

    Completeness2/5

    Only read/list operations exist: there is no create, update, delete, or restart deployment, and no access to credentials, metrics, or connection details. Agents managing EMQX Cloud deployments will hit dead ends for any mutating or monitoring workflow.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources