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mcp-mlx-launcher

by globalpocket
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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

    A3.7/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool targets a distinct operation: system check, model download, server launch, list, restart, search, shutdown, and status check. No two tools have overlapping purposes.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case (e.g., check_llm_status, launch_llm_server, shutdown_llm_server). No mixing of conventions.

    Tool Count5/5

    8 tools is well-scoped for an LLM server launcher covering environment check, model management, and server lifecycle. Neither too few nor too many.

    Completeness4/5

    Covers the full lifecycle: system check, model search/download, launch, list, restart, shutdown. Minor gap in lacking detailed server logs or configuration updates, but core operations are complete.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources