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95,285 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,477 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
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    quality
    C
    maintenance
    Enables an AI assistant to browse and interact with a real Android phone's Chrome — reading pages, navigating, clicking, typing, and running JavaScript — by reaching the browser's DevTools Protocol over an SSH tunnel relayed from the device.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A unified MCP server that gives AI assistants direct access to Google Analytics 4, Google Search Console, Google Ads and Google Merchant Center data using OAuth2 user credentials.
    MIT
  • 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.
    28
    84 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that connects AI assistants to the Google Play Developer API for automated app publishing, subscription management, review monitoring, and tester management.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables self-hosted advertising account reads and governed Search campaign creation or edits, with optional Merchant Center product feed and reporting tools.
    Apache 2.0
  • -
    license
    Not graded
    quality
    C
    maintenance
    Enables users to manage any Google Ads account through Claude Code or Claude Desktop, automating campaign creation, ad copy generation, asset and image handling, bid optimization, and performance reporting. It covers Search, Shopping, Performance Max, and Display campaigns with multi-country configuration, batch processing, guardrail validation, and Merchant Center integration.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Remote MCP server that lets ChatGPT Business and other MCP clients query and mutate Google Ads accounts via service-account authentication, with generic read/write tools plus convenience tools for reporting, campaigns, budgets, keywords, assets, audiences, and Performance Max. Includes dry-run support, budget/bid guardrails, and structured audit logging.
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  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables management of Google Ads accounts via MCP, providing read and write tools for campaigns, ad groups, keywords, assets, and more, with support for reporting and mutations.
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Complete Google Ads API v21 MCP server with 40+ fully implemented tools for campaign, ad group, keyword, extension, and portfolio bidding management, enabling AI assistants to create, optimize, and manage Google Ads campaigns through natural language commands.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to look up manufacturer part numbers for pricing, inventory, lead times, documents, and images via the upstream product information API, supporting single and batch queries.
    2
    1
    AGPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    Finds coupon codes for any online store, returning likely-to-work codes for a given store domain or URL.
    1
    57 npm
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    An MCP server that detects affiliate links and provides information about Tracklix, enabling AI assistants to answer affiliate-link-related questions without any network calls or API keys.
    2
    39 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Lets any MCP client drive the Twilio Merch Store demo's WebMCP tools through a local Chrome, republishing the page's registered tools over stdio or HTTP without reimplementing them.
    3
    MIT