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87,381 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 2,971 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    Not graded
    maintenance
    Enables browser automation through Playwright using accessibility tree snapshots instead of screenshots. Supports web scraping, form interactions, testing, and connecting to existing browser sessions with logged-in accounts.
    22
    23
    4,799 npm
    5
    -
  • A
    license
    B
    quality
    Not graded
    maintenance
    A MCP server that provides browser automation tools, allowing users to navigate websites, take screenshots, click elements, fill forms, and execute JavaScript through Playwright.
    8
    2
    Apache 2.0
  • F
    license
    B
    quality
    D
    maintenance
    Playwright MCP server enables AI-driven Playwright test generation by allowing interaction with web pages and element inspection. Integrated with IDEs like Cursor, it provides real-time context to enhance test accuracy and efficiency.
    5
    4,799 npm
    32
    -
  • A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.
    32
    7,948 npm
    5,644
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without screenshots.
    24
    4,633,135 npm
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    Enables browser automation using Playwright, including navigation, screenshots, clicking, form filling, and JavaScript execution.
    8
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    Provides browser automation capabilities for LLM applications, enabling web page interaction and data extraction via Playwright.
    12
    30 PyPI
    10
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    🚀 Active Fork of executeautomation/mcp-playwright This repository is an actively maintained continuation of the original MCP Playwright server: >👉 https://github.com/executeautomation/mcp-playwright A Model Context Protocol server that provides browser automation capabilities using Playwright.
    6
    32
    7,948 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Token-optimized Playwright MCP server that reduces context window usage by 73.8% by grouping 22 tools into 6 semantic operations, enabling AI assistants to control browsers with minimal token overhead.
    11 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or vision models.
    2
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables browser automation and web interaction control through Playwright, allowing Claude Code to navigate, click, fill forms, take screenshots, and manage sessions.
    86 npm
    7
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides browser automation through Playwright, enabling LLMs to interact with web pages using structured accessibility snapshots instead of screenshots.
    4,633,135 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots without needing vision models.
    4,633,135 npm
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables browser automation for AI assistants via Playwright, supporting multiple browsers, sessions, and tools for web interaction and testing.
    434 npm
    MIT
  • -
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables browser automation and web interaction through structured accessibility snapshots using Playwright. Provides fast, deterministic web page interaction without requiring screenshots or vision models.
    4,633,135 npm
    -
  • 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.
    4,799 npm
    -