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87,293 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
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    quality
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    maintenance
    A token-efficient MCP server for Chrome browser automation that uses direct CDP and accessibility-tree-based references for stable element selection across DOM changes.
    25
    760 npm
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables interaction with Google Maps through a dedicated browser session, supporting searches, directions, map views, and Street View without requiring the Google Maps Platform API.
    24
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Converts SQL queries between different database dialects using the sqlglot library to ensure cross-system compatibility. It allows users to list supported dialects and transpile SQL code from one syntax to another through the Model Context Protocol.
    2
    3
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  • F
    license
    A
    quality
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    maintenance
    An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.
    1
    2
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  • F
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to natively execute and manage 600+ Kali Linux security, penetration testing, and forensic tools, including search, help documentation, structured scanners, and workspace management.
    8
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  • F
    license
    A
    quality
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    maintenance
    Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.
    4
    23
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  • A
    license
    B
    quality
    B
    maintenance
    MCP server that attaches to already-running Chromium browsers via CDP, enabling agents to control multiple browser sessions for navigation, input, network capture, and automation while avoiding anti-bot detection with Patchright.
    26
    2
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Provides a remote browser session and MCP tools for restricted search and extraction on sites like XHS, Yelp, and TripAdvisor, with human-in-the-loop login.
    5
    1
    Apache 2.0
  • A
    license
    C
    quality
    C
    maintenance
    Enables AI assistants and MCP clients to search Pyaterochka stores, browse categories, find products with filters for price, brand, and promotions, and retrieve product details, store hours, and promotion conditions through the exposed MCP tools.
    12
    1
    MIT
  • A
    license
    C
    quality
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    maintenance
    A session-based MCP server that provides advanced browser automation capabilities, allowing users to control browsers, navigate websites, interact with elements, capture screenshots, generate PDFs, and manage cookies through natural language.
    35
    1
    MIT
  • F
    license
    C
    quality
    C
    maintenance
    Provides browser automation tools for AI assistants via the Model Context Protocol, enabling tasks like navigation, clicking, filling forms, screenshots, and script execution through natural language.
    39
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