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browser-for-ai

by icueth
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    TDQS

    B3.4/5.0

    Scored across 52 tools

    Disambiguation4/5

    Tools are grouped by domain prefixes (page_/net_/browser_/console_/flow_) and each has a distinct action, but the high number of similar-sounding interaction tools (page_click vs page_click_at, page_find vs page_look vs page_snapshot) creates some selection risk despite clear descriptions.

    Naming Consistency4/5

    Naming follows a predictable domain_prefix + action pattern (page_click, net_list, browser_launch), with minor deviations like page_state, page_snapshot, console_errors, and browser_sessions using noun forms rather than verbs.

    Tool Count2/5

    At 52 tools this is far beyond the typical well-scoped MCP server size. The broad browser-automation domain justifies many of them, but the sheer count makes the surface heavy and harder to navigate.

    Completeness4/5

    The surface is remarkably comprehensive—navigation, interaction, network interception, console, sessions, and flow replay are all covered. Minor gaps remain, such as no dedicated back/forward navigation or explicit open-new-tab tool, but agents can work around them.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources