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ruan-grobler

parallel-browser-mcp

by ruan-grobler
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    TDQS

    B3.2/5.0

    Scored across 29 tools

    Disambiguation4/5

    Most tools map to distinct browser actions (click, type, hover, drag, navigate, snapshot, etc.), so an agent can usually choose correctly. However, session_close and browser_close both appear to close the current session, and browser_evaluate vs browser_run_code_unsafe overlap in executing JavaScript.

    Naming Consistency4/5

    Names are consistently snake_case and grouped with predictable browser_ and session_ prefixes. Minor deviations include run_parallel without a prefix and a mix of verb-based (browser_click) and noun-based (browser_snapshot, browser_tabs) names.

    Tool Count3/5

    29 tools is heavy for a single MCP server, even for full browser automation. Most actions are justified, but the redundant close-session tools and niche operations like browser_drop and browser_emulate_media make the surface feel larger than necessary.

    Completeness4/5

    The surface covers a broad browser-automation lifecycle: sessions, navigation, interaction, forms, dialogs, screenshots, snapshots, network inspection, and parallel execution. Minor gaps include no forward-navigation or explicit reload tool, though these can be worked around via browser_navigate or browser_evaluate.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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