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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,852 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables searching and analyzing LinkedIn's public ad library for any company, including ad creatives, targeting, and competitive insights. Supports image and video analysis, company comparisons, and detailed ad lookups via natural language.
    7
    3 npm
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    MIT
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    Enables Claude to operate TikTok Symphony Creative Studio through the SymFlow browser extension, including trend templates, video generation, avatars, try-on, video refresh, dubbing, and editor drafts using your own account and credits.
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    11 npm
    MIT
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    Manages SendGrid email workflows including design library, transactional templates, marketing contacts and lists, single sends, and direct email sends via the SendGrid v3 API.
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    249 npm
    MIT
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    Enables AI agents to search a daily-updated library of real App Store screenshots, preview videos and listing history from thousands of top apps by category, chart, look or app name. It also generates and localizes the user's own App Store screenshots at App Store resolution, restyled after any app in the library.
    MIT
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    A powerful MCP server for Facebook Ads Library that provides 15+ tools for competitive intelligence, creative analysis, and performance prediction, enabling users to search, monitor, and analyze advertising data.
    2
    MIT
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    Enables searching Meta ads by text, country, category, advertiser, or landing domain from an AI assistant, then opening individual ads and advertiser pages, ranking what is scaling, finding related ads by page or domain, and downloading images and videos for ad ids.
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    MIT
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    Enables an AI assistant to search TikTok ads by text, country, category, or landing domain, open individual ads to inspect their copy, destination and run dates, and identify the advertiser operations behind them. All calls are pinned to TikTok so results stay within that corpus, with usage and quota checks included.
    MIT
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    Enables the generation of branded SVL equipment quote documents in .docx format using a built-in library of HVAC equipment templates. Users can search for specific models and manufacturers to create formatted quotes through natural language commands.
    MIT
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    Enables advanced competitive intelligence and market analysis on Facebook ads, with tools for search, creative analysis, performance prediction, and monitoring.
    MIT
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    Tracks buying and momentum signals for companies, such as funding rounds, senior hires, office openings, customer wins, and partnerships, with each event carrying its date.
    10
    7 npm
    MIT
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    Enables AI listing assistants to validate marketplace draft listings against seller-provided item specifics, returning PUBLISH or REVIEW with the exact words behind every unbacked claim.
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    MIT
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    Checks whether ChatGPT, Perplexity, and Gemini cite your brand for a given keyword, and who's winning the citation battle for it instead.
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    MIT