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gguf-mcp

by arose26
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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

    A4/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool targets a distinct aspect of model file inspection: summarize, list tensors, estimate VRAM, and get metadata. No overlap in purpose.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (inspect, list, estimate, get), making the set predictable and easy to navigate.

    Tool Count5/5

    Four tools is well-scoped for a specialized inspection server, covering core operations without bloat or gaps.

    Completeness5/5

    The tool set fully covers the domain of local model file inspection: overview, detailed tensors, VRAM fitting, and metadata. No obvious missing operations.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources