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johannschiffer

BrowserBridge MCP

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      Enables AI agents to browse and interact with web pages through compact, typed structural representations — landmarks, headings, interactive elements, and forms — served in three controllable detail levels instead of full accessibility-tree dumps. Agents can navigate, query for specific elements, fill forms, manage tabs and cookies, capture screenshots, and run audits while paying a fraction of the token cost.
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    • A
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      Enables AI agents to browse and interact with web pages through structured, token-efficient representations instead of full accessibility-tree dumps, returning compact page orientations, targeted element queries, and detail on demand. Agents can navigate, click, type, fill forms, manage tabs and sessions, and inspect console or network activity at a fraction of the usual context cost.
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    • A
      license
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      quality
      A
      maintenance
      Enables AI agents to browse and interact with web pages through a token-efficient, structured representation of each page rather than raw accessibility-tree dumps. Agents get compact page orientations, targeted element queries, and full interaction—clicking, typing, form filling, screenshots, and session management—while controlling how much detail is returned per call.
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    • F
      license
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      quality
      A
      maintenance
      Enables AI agents to browse, navigate, and interact with web pages through structured, token-efficient page representations — returning compact orientations and targeted element queries instead of full accessibility-tree dumps.
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    • F
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      Enables AI agents to browse and interact with web pages through compact, structured representations — page summaries, targeted element queries, and full detail on demand — instead of paying for a full accessibility-tree dump on every call. This cuts the token cost of reading content-heavy pages by up to ~140x while still supporting navigation, forms, clicks, screenshots, and session management.
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    • F
      license
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      quality
      Not graded
      maintenance
      Enables AI agents to browse and interact with web pages through a persistent headless Chromium session, serving compact structured orientations, targeted element queries, and full detail only when explicitly requested. It supports navigation, observation, form filling, monitoring, and session management while cutting token overhead by up to ~140x versus raw accessibility-tree dumps.
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    TDQS

    A3.5/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool targets a distinct action: navigation, two extraction modes with clearly different outputs (markdown vs AOM), clicking, status inspection, and form filling. The two extraction tools are differentiated by description, so an agent can choose correctly.

    Naming Consistency5/5

    All names use snake_case verb_noun format (navigate_page, extract_clean_text, click_element, etc.). Consistent and predictable.

    Tool Count5/5

    Six tools is well-scoped for a focused headless browser bridge. Each tool covers a core operation without redundancy.

    Completeness3/5

    Core navigation, extraction, and basic interaction are covered, but common browser automation operations like scrolling, waiting for elements, taking screenshots, executing JavaScript, or handling multiple tabs are absent. These gaps may force workarounds for complex workflows.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues