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mrrodriguez

local-llm-delegation-mcp

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    TDQS

    A3.7/5.0

    Scored across 3 tools

    Disambiguation4/5

    get_local_llm_usage_stats is clearly distinct (usage statistics). query_local_llm and query_local_llm_with_context both query the model, but the descriptions clearly separate them: one for well-defined subtasks without context, the other for tasks requiring additional context (code reviews, docs, refactoring). The usage guidance further reduces ambiguity.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case: get_local_llm_usage_stats, query_local_llm, query_local_llm_with_context. The prefix is always a verb (get/query) and the resource is specific, making the naming predictable and uniform.

    Tool Count4/5

    With 3 tools, the server is on the lower end of the typical range but not thin. The tools cover the core actions for local LLM delegation: querying (with and without context) and retrieving usage stats. It could benefit from a couple more (e.g., listing models or canceling a query), but it feels reasonably scoped for its purpose.

    Completeness4/5

    The tool set covers the main workflows of local LLM delegation: basic queries and context-augmented queries, plus usage monitoring. Minor gaps include lack of model list or query cancellation, but these are not critical for the stated purpose of handling simple, well-defined subtasks. The surface is adequate and workable.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues