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Alternatives to shinyprobe

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP agents to drive a running web application by registering schema-validated actions and using a WebSocket relay, with ten ui_* MCP tools for invoking actions, reading state, screenshots, and tab management.
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables coding agents to read and modify the state of web apps (Vue, React, Svelte, Pinia, router) through MCP, acting as headless devtools.
      300 npm
      123
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to respond to users with live, persistent, interactive web apps served at a single URL that evolve in place as the conversation continues. It exposes UI generation and evolution tools over MCP so agent responses can include clickable buttons and streaming interfaces alongside chat replies.
      3
      Apache 2.0

    TDQS

    A4.1/5.0

    Scored across 12 tools

    Disambiguation5/5

    Every tool targets a distinct action: lifecycle (attach, launch_app, stop_app), UI inspection (list_controls), interaction (set_inputs, click, show, upload_file), output reading (read_outputs), and diagnostics (get_errors, screenshot, get_console). No two tools overlap in purpose, making misselection highly unlikely.

    Naming Consistency5/5

    All names follow a consistent verb_noun pattern in snake_case (e.g., launch_app, set_inputs, read_outputs). Single verbs like attach and click are still clear and fit the pattern, with no mixed conventions or vague terms.

    Tool Count5/5

    12 tools is well-scoped for a Shiny app interaction server. Each tool covers a necessary capability for starting, controlling, inspecting, and debugging apps, without redundancy or bloat.

    Completeness5/5

    The surface covers the full lifecycle from launch to stop, all common input interactions, output reading, and error/console diagnostics. No obvious gaps exist for typical Shiny testing workflows, making the set self-sufficient.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues