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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to operate an isolated local Chromium browser through MCP, with semantic snapshots, ref-based actions, search, research, crawling, and CDP access.
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents and clients to control a real Chromium browser through MCP tool calls, including navigation, clicking, typing, JavaScript evaluation, screenshots, and DOM snapshots. Supports multiple isolated sessions over authenticated HTTP with no disk writes.
      Apache 2.0
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to control a persistent local browser with live tabs, navigation, interaction, inspection, and state management through MCP.
      6
      -
    • A
      license
      A
      quality
      A
      maintenance
      Enables AI agents to drive a Chromium browser over MCP, reading pages as a numbered list of controls and performing actions like clicking, filling forms, and asserting page state without screenshots or API keys.
      10
      91 PyPI
      19
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides a headless Chromium browser through MCP, enabling AI agents to browse JavaScript-rendered pages, search the web, capture screenshots, extract tables and data, and run stateful multi-step interactions like clicking, typing, and form submission.
      1,726,779 npm
      1
      MIT

    TDQS

    A4.1/5.0

    Scored across 16 tools

    Disambiguation4/5

    Most tools map cleanly to a distinct browser operation: session lifecycle, navigation, snapshots, actions, extraction, verification, downloads, dialogs, and PDF. The closest overlap is between tab_snapshot/tab_find and tab_extract/tab_extract_structured, but the descriptions clearly separate search-and-scroll from simple read and simple extraction from schema-validated extraction.

    Naming Consistency5/5

    Every tool uses a consistent tab_ prefix and snake_case naming, making the set highly predictable. Although a few names like tab_tabs and tab_downloads are noun-based rather than strict verb_noun, the uniform prefix convention removes ambiguity.

    Tool Count4/5

    At 16 tools, this is at the upper edge of a comfortable browser automation toolkit, but each tool covers a genuinely distinct capability such as dialogs, downloads, PDF, multi-tab management, and storage state. It feels slightly heavy but not bloated for the stated purpose.

    Completeness4/5

    The set covers the core browser automation lifecycle: session open/close, navigation, snapshots, actions, verification, extraction, capture, downloads, dialogs, PDF, and state persistence. Minor gaps such as direct cookie/localStorage editing and an explicit wait primitive can be worked around via tab_state and post_checks or tab_verify.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues