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Alternatives to hubris-mcp

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    TDQS

    A4.4/5.0

    Scored across 5 tools

    Disambiguation4/5

    The only potential overlap is models_search vs models_list, but descriptions clearly separate filtered search from full paginated listing. models_get_pricing, balance_get, and chat_complete each map to distinct operations.

    Naming Consistency3/5

    Three tools share a models_ prefix, but balance_get and chat_complete break the pattern, and models_get_pricing mixes verb placement. The names are readable but not fully consistent.

    Tool Count5/5

    Five tools is well within the ideal 3–15 range and each tool earns a place for the catalog, pricing, balance, and chat workflow.

    Completeness4/5

    The set covers model discovery, pricing, balance checking, and chat completion, which are the core capabilities implied by the server. A dedicated single-model lookup would round it out, but search/list already cover retrieval.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues