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atsuki-sakai

Claude Code AI Collaboration MCP Server

by atsuki-sakai

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    TDQS

    B3/5.0

    Scored across 4 tools

    Disambiguation4/5

    The tools have distinct primary purposes: collaboration, comparison, refinement, and review. However, there is some conceptual overlap between 'refine' (iterative improvement) and 'review' (comprehensive analysis), which could cause mild confusion in tool selection for certain tasks.

    Naming Consistency5/5

    All tool names follow a consistent verb-only pattern (collaborate, compare, refine, review), with no mixing of conventions or styles. This makes the tool set predictable and easy to navigate.

    Tool Count3/5

    With only 4 tools, the server feels slightly thin for its broad purpose of 'AI collaboration and analysis.' While each tool covers a distinct function, the scope suggests more granular operations (e.g., specific analysis types or collaboration modes) might be missing, making it borderline appropriate.

    Completeness3/5

    The tools cover high-level AI collaboration and analysis functions, but there are notable gaps in the surface. For example, there are no tools for managing collaboration sessions, saving/loading analyses, or handling specific data types, which limits workflow completeness for the domain.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues