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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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  • A
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    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
    11,440 npm
    5,661
    MIT
  • A
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    Enables an AI assistant to batch-drive ArmorPaint headlessly via its native CLI and scripting engine, re-exporting projects at different presets and building procedural materials without opening the GUI.
    MIT
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    D
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    A Model Context Protocol server that provides browser automation capabilities by allowing LLMs to interact with web pages through structured accessibility snapshots. It enables fast, lightweight interaction with web content without the need for vision-tuned models or visual processing.
    Apache 2.0
  • F
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    Local MCP server for A-share stock trading via Tonghuashun, offering account/position queries, buy/sell/cancel orders with risk controls and forced user confirmation; currently simulated with a reserved interface for real broker channels.
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  • A
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    A
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    A single MCP server that provides dynamic access to thousands of APIs through discovery and proxy, eliminating the need to install and configure multiple separate MCP servers.
    4
    7 npm
    MIT
  • F
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    A
    quality
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    A Model Context Protocol server that enables AI assistants to perform web automation tasks by connecting to remote Playwright/browserless instances, supporting navigation, screenshots, HTML extraction, and element interaction.
    10
    4
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  • A
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    A Model Context Protocol server exposing 58 online tools (crypto, data, image, text, etc.) and workflow execution, enabling MCP clients like Claude Desktop to invoke them via natural language.
    58
    10 npm
    MIT
  • A
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    maintenance
    Enables comprehensive browser automation and web interaction through Playwright with 50+ specialized functions for navigation, form filling, data extraction, and Chrome DevTools Protocol support. Designed specifically for AI agents to perform complex web workflows including scraping, testing, and automated browsing tasks.
    8 npm
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    F
    maintenance
    This server provides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots. It enables tasks like web navigation, form filling, and data extraction without the need for screenshots or vision-tuned models.
    7,090 npm
    4
    Apache 2.0
  • F
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    quality
    C
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    Enables AI assistants to control a browser through Playwright automation tools, allowing them to perform web tasks like navigation, typing, clicking, and taking screenshots. Deployed on Cloudflare Workers and compatible with various AI platforms including Claude Desktop and VS Code.
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  • F
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    C
    maintenance
    Enables AI assistants to control web browsers through Playwright automation tools deployed on Cloudflare Workers. Supports web navigation, clicking, typing, screenshot capture, and other browser automation tasks through natural language commands.
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  • F
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    Enables AI assistants to control a web browser through tools for navigation, clicking, typing, and capturing screenshots using Cloudflare Workers. It allows models to perform complex web automation tasks and interact with live websites through a set of 14 specialized tools.
    7,090 npm
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