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19 Best Browser Automation MCP Servers — compared and ranked, August 2026Ranked from 2,623 matching servers on stars, growth, downloads and maintenance. Updated .

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"A server similar to Browser-Use MCP Server" matching MCP servers:

  • Browser Use Server

    ztobs
    F
    license
    A
    quality
    D
    maintenance
    Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.
    4
    23

  • Browser Use MCP Server

    pietrozullo
    A
    license
    Not graded
    quality
    C
    maintenance
    A FastMCP server that enables browser automation through natural language commands, allowing Language Models to browse the web, fill out forms, click buttons, and perform other web-based tasks via a simple API.
    5
    MIT

  • browser-use-relay-mcp

    mlnima
    F
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that enables remote observation and control of a Chromium browser via a WebSocket relay, supporting DOM, CDP, and native OS automation for local or LAN-based AI agents.

  • browser-gateway

    browser-gateway
    A
    license
    Not graded
    quality
    A
    maintenance
    Reliable, scalable browser infrastructure for AI agents. Route, pool, and failover across any browser provider. 8 built-in browser tools using raw Chrome CDP - navigate, screenshot, snapshot, interact, evaluate. Zero-config with auto Chrome detection & concurrent sessions support
    968
    6
    MIT

  • should-i-use

    mrkeyoor
    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
    244
    1
    MIT

  • Browser-MCP Server

    Euraxluo
    A
    license
    C
    quality
    D
    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

  • browser-mcp

    globalion
    A
    license
    Not graded
    quality
    B
    maintenance
    Hosted Chromium browser as an MCP skill, enabling agents to navigate, click, type, snapshot, and read pages with human-like behavior and per-user isolated sessions.
    13
    MIT

  • Text-to-SQL MCP Server

    tmstack
    F
    license
    Not graded
    quality
    D
    maintenance
    A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.
    15

  • browser-mcp

    lizhongxuan
    F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables AI coding tools to control a browser for automated actions, UI extraction, network interception, and screenshots.
    1

  • Browser MCP Server

    sac916
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to automate web browsers through Playwright, providing capabilities for navigation, content extraction, form filling, screenshot capture, and JavaScript execution. Supports multiple browser engines with comprehensive error handling and security features.
    1

  • Skill-to-MCP

    biocontext-ai
    A
    license
    A
    quality
    C
    maintenance
    Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.
    3
    27
    Apache 2.0