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apple-productivity-mcp

by gambadio
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.2/5.0

    Scored across 133 tools

    Disambiguation4/5

    Each tool targets a specific Apple app and action, with app prefixes (e.g., apple_pages_, apple_mail_) clearly separating similar operations like read_text or list across different apps. However, the sheer number of tools (133) and the presence of multiple list/read/search variants for different resources within the same app could cause an agent to momentarily confuse tools without careful reading of descriptions.

    Naming Consistency5/5

    All tool names follow a strict snake_case pattern: apple_<app>_<action>. There is no mixing of camelCase or other conventions, and the app prefix consistently disambiguates the domain.

    Tool Count1/5

    With 133 tools, the server is far beyond the typical 3–15 range and even beyond the 25+ threshold for 'too many'. This extreme count creates significant cognitive overhead and selection risk for an agent, regardless of how well the tools are organized.

    Completeness3/5

    The surface covers many Apple apps extensively, but notable gaps exist, such as no delete operation for Contacts (only create/update and group management) and no file move/rename in Files. These missing CRUD/lifecycle operations are significant for a productivity suite and could force agents to work around the server.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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