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thonny-ai

by AstroQuestStudio
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    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

    A3.5/5.0

    Scored across 15 tools

    Disambiguation4/5

    The execution-related tools (exec, start, run_file, monitor) are closely related, but their descriptions clearly separate short-lived execution, long-running launch, output monitoring, and running a local file. A few side effects, like info also stopping the running program, could surprise agents, but overall the purposes are distinguishable.

    Naming Consistency3/5

    Names mix imperative verbs (exec, start, read, write), noun commands (info, status, shell), Unix-style commands (ls, rm), and one verb_noun pair (run_file). There is no consistent naming pattern, though all names are short, lowercase, and readable.

    Tool Count4/5

    Fifteen tools cover board execution, process control, filesystem management, and Thonny integration without feeling bloated. Some code-running tools could potentially be consolidated, but each addresses a distinct workflow.

    Completeness4/5

    The surface covers the main workflows: executing code, managing long-running processes, inspecting and modifying the board filesystem, and interacting with Thonny. Minor gaps exist, such as no direct way to run a file already stored on the board and text-only file writes.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive

    Resources