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Playwright Browserbase MCP Server

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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

    A3.9/5.0

    Scored across 17 tools

    Disambiguation4/5

    Most tools have distinct purposes, with clear separation between single-session and multi-session variants, and between action (act), observation (observe), extraction (extract), navigation, and session management. However, there is some potential confusion between browserbase_stagehand_act and multi_browserbase_stagehand_act_session, as they perform identical functions but for different session contexts, which could lead to misselection if the agent doesn't track session state properly.

    Naming Consistency3/5

    The naming follows a consistent snake_case pattern and uses descriptive terms like 'act', 'extract', 'observe', 'navigate', and 'session'. However, there is inconsistency in the prefixing: some tools start with 'browserbase_' while others start with 'multi_browserbase_', and the suffix '_session' is inconsistently applied (e.g., multi_browserbase_stagehand_act_session vs. browserbase_stagehand_act). This mixed convention reduces predictability.

    Tool Count4/5

    With 17 tools, the count is on the higher side but reasonable for a browser automation server that supports both single and multi-session workflows. It covers core functionalities like navigation, interaction, extraction, and session management, but it feels slightly heavy due to the duplication of tools for single vs. multi-session contexts, which could have been streamlined.

    Completeness5/5

    The tool set provides comprehensive coverage for browser automation, including session creation, closure, and listing; navigation; interaction (act and observe); data extraction; and URL retrieval. It supports both single and parallel workflows, with clear guidance on when to use each tool. No obvious gaps are present for the stated purpose of controlling browsers with Stagehand.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources