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Alternatives to gguf-mcp

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      Checks whether an open-weight LLM fits your GPU: VRAM for weights, KV cache and overhead at each quantisation, a tokens-per-second ceiling, the longest context that fits, and what would work instead when it doesn't. Reads any Hugging Face repo's config.json. Free, read-only, no API key.
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    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

    ActivityMaintained
    ResponsivenessNo issues