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Arize-ai

@arizeai/phoenix-mcp

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by Arize-ai

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    TDQS

    B3.2/5.0

    Scored across 27 tools

    Disambiguation3/5

    Multiple tools for fetching prompts (get-prompt-by-identifier, get-prompt, get-latest-prompt) have overlapping functionality, which could cause confusion. Other tools are distinct.

    Naming Consistency4/5

    Tool names follow a consistent verb-noun pattern with hyphens (e.g., list-prompts, get-dataset). Minor deviations like get-latest-prompt vs get-prompt are present but overall consistent.

    Tool Count4/5

    27 tools cover multiple domains (prompts, datasets, experiments, traces, etc.) and are justified given the breadth of functionality, though slightly on the high side.

    Completeness3/5

    The tool surface covers core operations for prompts, datasets, and observability, but lacks delete operations for prompts and datasets, and does not include create dataset or project.

    Maintenance

    ActivityActive
    ResponsivenessWithin a week