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112,973 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 4,794 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    F
    maintenance
    A minimal network monitoring MCP tool for Playwright browser automation. Just 5 simple tools to capture, filter, and analyze network traffic during web automation with MCP context efficiency.
    5
    12 npm
    9
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI coding agents to inspect active authenticated browser sessions and runtime state, capture user breadcrumbs and network/error telemetry, and generate Playwright/Cypress tests or MSW mock handlers through standard MCP tools.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables running Splunk searches and reading their results against a Splunk Cloud deployment that requires interactive Microsoft Entra SSO and MFA, using a Playwright-managed authenticated browser session instead of API tokens.
    25 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to inspect Three.js scenes in real time, experiment with live previews of changes to materials, shaders, lights and cameras, and convert those changes into ready-to-paste vanilla Three.js or React Three Fiber code. Also supports website performance audits, video frame capture, and Playwright helpers with zero project changes.
    197 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to inspect and tweak live 3D scenes in the browser — objects, materials, shaders, textures, lights, animation, performance and memory — with zero changes to your project, then convert previewed edits into ready-to-paste vanilla Three.js or React Three Fiber code. It also supports website performance audits, video frame capture, an in-browser devtools overlay, and Playwright/Puppeteer workflows.
    197 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive MCP server providing advanced Redmine project analytics, web automation via Playwright, and iTunes music integration. It enables detailed tracking of sprint metrics, bug counts, and team performance through a token-optimized tool architecture.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables running tests and retrieving filtered telemetry summaries and on-demand logs to prevent LLM token overflow. It supports Docker and Playwright integration to provide detailed insights into network requests, console errors, and backend logs.
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