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20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,034 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    Lets AI coding assistants control and inspect a live Chrome browser using full Chrome DevTools capabilities for browser automation, debugging, and performance analysis.
    1,924,448 npm
    Apache 2.0
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    B
    maintenance
    Lets coding agents control and inspect a live Chrome browser for reliable automation, in-depth debugging, and performance analysis. Provides access to Chrome DevTools capabilities such as tracing, network inspection, screenshots, and console messages through MCP clients.
    1,924,448 npm
    Apache 2.0
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    B
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    Enables agents to inspect React Native and Expo apps through React's runtime tree, identify source locations, act on elements without coordinates, and verify outcomes with assertions and runtime evidence.
    228 npm
    4
    MIT
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    Bridges Chrome DevTools with Cursor AI to enable debugging and monitoring, including console logs, network requests, screenshots, and element inspection.
    12 npm
    4
    MIT
  • A
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    A
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    Enables AI agents to inspect a running Three.js scene in the browser and try out live edits to objects, materials, shaders, lights, camera and animation without touching project files. Every change is recorded and can be exported as ready-to-paste vanilla Three.js or React Three Fiber code, alongside performance audits and frame capture.
    4,560 npm
    MIT
  • A
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    A
    maintenance
    Enables AI agents to inspect and modify live Three.js scenes in real time through 59 tools covering objects, materials, shaders, textures, animations, performance monitoring, memory diagnostics, and code generation. Works with vanilla Three.js, React Three Fiber, and any framework without changing your project, using an injected browser bridge and in-page devtools overlay.
    4,560 npm
    MIT
  • A
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    A
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    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.
    4,560 npm
    MIT
  • A
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    Enables LLM agents to launch or attach to a Microsoft Edge session and drive it through a four-tiered tool set spanning navigation, clicking, typing, and token-efficient accessibility-tree inspection. Also exposes raw Chrome DevTools Protocol calls for network interception, cookie manipulation, console and performance telemetry, and device emulation.
    52 npm
    1
    MIT
  • A
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    A
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    Enables AI agents to monitor and debug browser runtime errors, console logs, and page diagnostics in real time via a Chrome extension and local MCP server.
    4
    MIT
  • A
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    A
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    maintenance
    A Model Context Protocol (MCP) server for Chrome Enterprise Premium that exposes DLP rules, content detectors, connector policies, browser telemetry, and license management as MCP tools, enabling any MCP-compatible AI agent to inspect and configure a Chrome Enterprise environment.
    25
    33 npm
    12
    Apache 2.0
  • A
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    B
    quality
    C
    maintenance
    MCP server for inspecting and modifying Three.js scenes in real time — 59 tools for objects, materials, shaders, textures, animations, performance monitoring, memory diagnostics, and code generation.
    69
    4,560 npm
    128
    MIT
  • A
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    C
    quality
    F
    maintenance
    Provides AI agents with visibility into React applications by exposing tools to inspect component state, props, and performance metrics. It enables debugging and state analysis for both web and React Native applications through the Model Context Protocol.
    45
    1 npm
    1
    MIT
  • A
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    A
    maintenance
    This MCP server enables real-time debugging and inspection of running React Native apps, providing access to console logs, errors, network requests, navigation state, storage, and performance profiling.
    1
    MIT
  • A
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    Enables querying real-user Core Web Vitals field measurements — 75th-percentile LCP, INP, and CLS with distributions and ~40 weeks of history — for any origin or page that has enough Chrome traffic.
    416 npm
    MIT
  • A
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    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.
    4,560 npm
    MIT
  • A
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    D
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    Enables AI assistants to inspect React Native app performance including memory, rendering, frames, and network requests, providing plain-language summaries and shareable reports.
    3 npm
    MIT
  • A
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    maintenance
    Bridges React Native DevTools, enabling AI assistants to debug, profile, and inspect React Native applications through a standardized protocol.
    6 npm
    4
    MIT
  • A
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    A
    quality
    B
    maintenance
    Enables AI assistants to monitor and control Bambu Lab 3D printers over a local network via MQTT, including real-time status, AMS filament info, print control, and maintenance tracking. It supports guided setup, safety confirmations, read-only mode, and a built-in printer simulator.
    2
    10 npm
    MIT