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76,863 servers. Updated
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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"An MCP for interacting with Google Chrome DevTools and aiding in scraping" matching MCP servers:

  • chrome-debug-mcp

    raultov
    A
    license
    A
    quality
    A
    maintenance
    chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) server that allows AI agents and Large Language Models to natively debug Chromium-based browsers via the Chrome DevTools Protocol (CDP).
    2
    35
    4
    MIT

  • Chrome Bridge

    frsorrentino
    A
    license
    A
    quality
    A
    maintenance
    MCP server + Chrome extension that drive the user's real, logged-in Chrome over a local WebSocket. 59 token-efficient web-dev tools: compact element refs instead of screenshots, server-side table filtering, visual regression, accessibility/SEO/security audits, network mocking. Also runs on ChromeOS/Crostini.
    63
    104
    3
    MIT

  • chrome-dev-mcp

    congzhou09
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that connects AI agents to a running Chrome tab via the Chrome DevTools Protocol (CDP), enabling runtime debugging and page inspection.
    21
    380
    1
    ISC
  • ghost-in-the-droid by ghost-in-the-droid

    ghost-in-the-droidofficial

    ghost-in-the-droid
    A
    license
    B
    quality
    A
    maintenance
    Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.
    66
    310
    MIT

  • Google Researcher MCP

    zoharbabin
    A
    license
    A
    quality
    F
    maintenance
    Tools for AI assistant's deep research: * Google search + webpage reading (incl. JS-rendered pages) * Document & decks analysis * YouTube transcript extraction * Patents + academic paper search * Company and competitors research * Prompts for comprehensive-research, fact-check, summarize-url, news-briefing, patent-portfolio-analysis, competitive-analysis, literature-review, technical-deep-dive
    8
    157
    34
    MIT

  • google-health-mcp

    partymola
    A
    license
    A
    quality
    A
    maintenance
    MCP server for the Google Health API: heart rate, activity, sleep, SpO2, HRV, ECG and irregular-rhythm notifications, read into a local SQLite cache for fast offline queries and trend analysis. OAuth 2.0 with automatic token refresh, incremental sync, a cache-only offline mode, and a doctor command that diagnoses a setup without spending quota.
    19
    GPL 3.0

  • Google Search Console MCP

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    MCP server for the Google Search Console API. Enables search performance analytics, sitemap management, URL index inspection, and property management through natural language.
    12
    150
    MIT

  • Google CrUX MCP

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    Enables natural language queries of the Chrome UX Report API to fetch Core Web Vitals (LCP, INP, CLS, FCP, TTFB), compare form factors, benchmark pages against site averages, and analyze up to 40 weeks of performance trends.
    6
    134
    MIT

  • mcp-google-forms

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    An MCP server for the Google Forms API that enables creating and editing forms, publishing them, reading responses, and setting up push notifications from AI clients using natural language.
    13
    138
    MIT

  • mcp-google-business

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    Enables managing Google Business Profiles through natural language: list locations, reply to reviews, create local posts, and fetch performance metrics.
    20
    147
    MIT

  • mcp-google-merchants

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to manage Google Merchant Center accounts via the Merchant API, including product feeds, promotions, data sources, and MCQL reports with read and write operations.
    22
    125
    MIT

  • google-flights-mcp

    manganate006
    A
    license
    A
    quality
    B
    maintenance
    Search Google Flights for one-way, round-trip and multi-city fares, with offline airport lookup and nearby-airport resolution.
    6
    MIT

  • Google Tag Manager MCP

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    MCP server for the Google Tag Manager API v2, enabling natural-language management of containers, workspaces, tags, triggers, variables, and publishing. It handles OAuth authentication and built-in rate limiting for the strict GTM API quota.
    19
    280
    MIT