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kdkyum

jlab-mcp

by kdkyum
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Python
Remote

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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

    A3.8/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: adding markdown, editing cells, executing code, and managing sessions (shutdown, start new, continue, resume). There is no overlap in functionality that would cause confusion.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern with snake_case (e.g., add_markdown, edit_cell, execute_code). The naming is predictable and readable throughout the set.

    Tool Count5/5

    With 7 tools, this server is well-scoped for Jupyter notebook management. It covers core operations (session lifecycle, code execution, cell editing) without being overly sparse or bloated.

    Completeness4/5

    The toolset provides comprehensive coverage for notebook operations, including session management and cell manipulation. A minor gap is the lack of a tool to delete cells or manage notebook files beyond forking/resuming, but agents can work around this.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources