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MCP ToolKit

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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

    A3.6/5.0

    Scored across 33 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, but there are overlapping variants like copy/copy_file/copy_directory. The 'primary' tool recommendations help reduce confusion, making selection mostly unambiguous.

    Naming Consistency4/5

    Most tool names follow a verb_noun pattern (e.g., create_file, delete_directory). However, a few exceptions like 'file_exists' and 'file_stat' break the pattern, and single-verb tools 'copy', 'delete', 'move' stand out.

    Tool Count2/5

    With 33 tools, this server is larger than typical MCP servers. The set includes many redundant variants (e.g., three flavors each for copy, delete, and move), which inflates the count without adding significant functional breadth.

    Completeness4/5

    The tool set covers most core file system and command execution workflows, including CRUD, directory management, search, and async command control. Minor gaps exist, such as no direct file content search or batch copy/move, but these can be worked around.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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