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Smart Browser MCP

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    • F
      license
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      quality
      D
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      Enables AI agents to automate and debug real Chromium browsers with capabilities like screenshots, video recording, performance analysis, visual regression testing, and OCR text extraction.
      13
      -
    • A
      license
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      quality
      A
      maintenance
      Enables AI agents and developers to automate real Chrome/Chromium browsers through the Chrome DevTools Protocol, with token-efficient snapshots, multi-action batching, shadow DOM traversal, system-page control, extension management, and network/WebSocket inspection.
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    • A
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      Enables AI agents to debug code and automate browsers using Chrome DevTools Protocol, supporting breakpoints, variable inspection, and replayable interaction recording.
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    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to control a local Chromium browser via CDP for page snapshots, screenshots, human-like interactions, autonomous crawling, API/GraphQL reconnaissance, authenticated differential testing, and Burp-like intercept, repeater, and intruder workflows with scope enforcement and audit logging.
      MIT

    TDQS

    B3.4/5.0

    Scored across 39 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, but there is some overlap among browser_snapshot, browser_analyze_page, browser_observe, browser_elements, and browser_mark_screenshot. The descriptions clarify when to use each, so an agent can disambiguate, but the boundaries are not perfectly crisp.

    Naming Consistency5/5

    All tools follow a consistent pattern of either 'browser_' or 'api_' prefix followed by snake_case action or noun (e.g., browser_click, api_assert). The naming is uniform and predictable across the entire set, making it easy to infer functionality.

    Tool Count2/5

    With 39 tools, the server is significantly over the typical 3-15 range. Even considering the broad scope of covering both browser automation and API testing, the count feels excessive and likely introduces redundancy (e.g., multiple observation and snapshot tools). This may overwhelm agents and complicate tool selection.

    Completeness5/5

    The toolset covers browser automation comprehensively: navigation, interaction, observation, screenshots, tabs, flows, memory, error handling, and human verification. API testing is also thorough, with request, assertion, suite management, and error tracking. There are no obvious critical gaps for the stated dual purpose.

    Maintenance

    ActivityNo data
    ResponsivenessNo issues