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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,678 matching servers on stars, growth, downloads and maintenance. Updated .

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"Debugging Chrome and HTML for Use with Playwright" matching MCP servers:

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  • A
    license
    A
    quality
    B
    maintenance
    Lets AI assistants share HTML they generate as a private, end-to-end encrypted link, and update the page later at the same link. The page is encrypted locally before upload, the key stays in the link, and no account is needed.
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that connects AI agents to a running Chrome tab via the Chrome DevTools Protocol (CDP), enabling runtime debugging and page inspection.
    6
    24
    205 npm
    1
    ISC
  • A
    license
    A
    quality
    B
    maintenance
    An open-source MCP server that lets any coding agent operate your computer like a person does—reading the UI through accessibility trees, clicking and typing in the background, showing an agent pointer, zooming into regions, and driving your signed-in Chrome on macOS, Windows, and Linux.
    2
    32
    12
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Rust-based MCP server that lets AI agents natively control and debug Chromium browsers via the Chrome DevTools Protocol (CDP). Single pre-compiled binary, installable with npx @raultov/chrome-debug-mcp, Homebrew or one shell command — no Rust toolchain.
    14
    30
    1,041 npm
    8
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server + Chrome extension that drive the user's real, logged-in Chrome over a local WebSocket. 59 token-efficient web-dev tools: compact element refs instead of screenshots, server-side table filtering, visual regression, accessibility/SEO/security audits, network mocking. Also runs on ChromeOS/Crostini.
    66
    1,492 npm
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to see and drive Kasm Workspaces desktops by starting and stopping sessions, taking screenshots, and performing clicks, typing, key presses, and scrolling through MCP clients or as a native Hermes Agent plugin.
    8
    468 PyPI
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides AI clients with deterministic Playwright-driven browser control, enabling navigation, interaction, screenshots, and inspection of rendered HTML, computed styles, console diagnostics, and font audits without an embedded LLM or API key.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables LLMs to autonomously navigate, type, click, and extract data from web pages using Playwright, without hardcoded selectors.
    9,525 npm
    -
  • A
    license
    A
    quality
    B
    maintenance
    MCP server that recommends which npm/PyPI libraries to use or avoid, with concise verdicts, alternatives, and code snippets, keeping responses under 500 tokens.
    5
    53 npm
    1
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Playwright browser automation tuned for single-page apps (React/Vue/Angular) — screenshots, form filling, action chains, persistent sessions and 140+ device presets.
    22
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A tab-aware Playwright MCP server that enables multiple agents to operate on different tabs concurrently while sharing a single browser context and login session.
    23
    12 npm
    MIT
  • A
    license
    C
    quality
    C
    maintenance
    An MCP server that provides a stealth-enhanced Playwright browser automation engine with anti-detection features, enabling AI agents to navigate websites, interact with elements, and bypass anti-bot systems.
    24
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to search, filter, and monitor curated AI model API free credits and low-cost token promotions through eight tools, four resources, and three prompts — including finding deals expiring soon, checking eligibility and blocked conditions, and producing daily briefs.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables Windows desktop automation via MCP, allowing AI agents to control mouse, keyboard, and screen capture with the same interface as Anthropic's computer-use tool.
    68 PyPI
    5
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to control web browsers through Playwright automation, providing 50+ tools for navigation, interaction, testing, accessibility audits, and visual testing across Chromium, Firefox, and WebKit.
    17 npm
    MIT