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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables MCP-compatible AI agents to drive an anti-detection Camoufox-based browser for navigation, interaction, search, extraction, downloads, and batch workflows. It supports multi-tab state tracking and session persistence through cookie import, saved profiles, and stdio or HTTP transport.
      971 npm
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Exposes a 47-tool browser automation surface to MCP clients, enabling AI agents to navigate, interact with, observe, and extract content from web pages across multi-tab sessions. Runs on Camoufox-based anti-detection behavior so agents can automate sites that block conventional headless browsers, with session persistence, cookie import, and stdio or HTTP transport.
      971 npm
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Gives MCP-compatible AI agents an anti-detection browser toolset for navigating, interacting with, searching, and extracting content from websites, plus downloads, multi-tab workflows, and persistent sessions with cookies and saved profiles. It enables reliable automation of the web without getting blocked by running against a separate Camoufox-based browser server.
      971 npm
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to automate a privacy-focused Firefox-based browser through MCP, with session and profile management, navigation, interaction, extraction, screenshots, JavaScript execution, tabs, downloads, and permission/URL validation.
      MIT
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents and human operators to drive isolated browser profiles with persistent cookies, fingerprints, and proxies, exposing navigation, clicking, typing, extraction, screenshots, JS evaluation, tabs, cookies, and waits to MCP clients.
      -
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents and human operators to drive isolated, persistent browser profiles with their own cookies, fingerprints, and proxies. Exposes tools for profile lifecycle, navigation, clicking, typing, extraction, screenshots, JavaScript evaluation, tabs, cookies, and waits over a local MCP endpoint.
      -

    TDQS

    B3.1/5.0

    Scored across 26 tools

    Disambiguation3/5

    The 13 one-shot browse_* tools each return a different facet, but several overlap heavily: browse vs browse_snapshot vs browse_extract, browse_console vs browse_diagnose, and browse_network_summary vs browse_diagnose. The descriptions help, but an agent must carefully choose among many similar navigate-once variants.

    Naming Consistency4/5

    Most tools follow a consistent browse_<facet> or browse_session_<action> pattern, and flow_* tools are coherent within their domain. Minor deviations exist, such as browse_profiles_list vs browse_profile_delete and the unprefixed camoufox_status.

    Tool Count3/5

    At 26 tools, the surface is heavy and many one-shot browse variants could be consolidated behind a mode parameter. Each tool has a plausible purpose, but the count is borderline excessive for the apparent scope.

    Completeness4/5

    Core browser automation workflows are well covered: navigation, sessions, interaction, extraction, diagnostics, screenshots, profiles, and saved flows. Minor gaps remain, such as flow deletion, explicit profile creation, and session listing.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues