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20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 2,831 matching servers on stars, growth, downloads and maintenance. Updated .

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    An MCP server that lets Claude control a Minecraft bot with 40+ actions including movement, combat, crafting, and inventory management. Built on Mineflayer, it supports Microsoft authentication, pathfinding, and auto-reconnect.
    3
    MIT
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    license
    Not graded
    quality
    A
    maintenance
    A source-preserving MCP server for coding agents working on Hearts of Iron IV mods, combining focus tree, GUI, and map tools with transaction safety.
    2,532
    5
    Apache 2.0
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    license
    A
    quality
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    maintenance
    Enables solving crossword puzzles by loading grid and clue files, registering candidate words, checking consistency, and rendering final solutions. Supports Japanese crosswords with automated solving capabilities through natural language interaction.
    5
    4
    MIT
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    Enables AI agents to interact with and control Roblox Studio instances in real-time through the Model Context Protocol. It provides a unified tool for building, scripting, and manipulating 3D worlds with over 90 operations including instance management and Luau scripting.
    14
    -
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    license
    A
    quality
    C
    maintenance
    An MCP server that lets LLM agents autonomously play retro games by driving a real OpalEmu emulator in a Playwright-controlled browser, exposing tools for loading ROMs, controlling buttons, and capturing screenshots.
    6
    4
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables agents to generate uniquely-solvable Sudoku puzzles, validate partial or complete grids, and solve puzzles using SMT solving with Z3, all through stateless MCP tools.
    4
    MIT
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    license
    A
    quality
    B
    maintenance
    Local MCP server for automating the Ryubing Nintendo Switch emulator, providing tools for controller input, touch, screenshots, logs, game launch, and session management.
    10
    MIT
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    license
    A
    quality
    B
    maintenance
    MCP server that connects AI clients to the arena-hero game's browser-stored exploration data via WebSocket, enabling queries for resource and obstacle coordinates.
    6
    13
    MIT
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    A
    quality
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    maintenance
    Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sbwsz.com) through a set of powerful query tools. Search cards by complex criteria, retrieve card sets, and get detailed card information to enhance your applications or workflows.
    6
    21
    1
    MIT
  • F
    license
    A
    quality
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    maintenance
    Enables random selection tools including lottery drawing from option lists, dice rolling with customizable sides and counts, and coin flipping. Supports both single and multiple draws with duplicate control options.
    3
    2
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    license
    A
    quality
    A
    maintenance
    Local MCP server for automating the Eden Nintendo Switch emulator, enabling control of Switch buttons, touch input, screenshots, and parallel sessions via the control-enabled custom build.
    27
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    MCP server that lets AI agents fully manage Minehut Minecraft servers via Playwright browser automation and REST API tools, including server control, console commands, logs, and UI interactions.
    19
    1
    -
  • A
    license
    B
    quality
    B
    maintenance
    Enables interaction with a Minecraft server using Skript scripting language. Provides tools for checking and reloading Skript files, executing Minecraft commands, and retrieving server logs.
    5
    MIT