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81,811 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 2,831 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables LLMs to perform browser automation including web navigation, element interaction, and screenshot capture using Puppeteer. It provides capabilities for executing JavaScript in the browser and monitoring console logs for debugging and data extraction.
    28,366
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables you to manage your personal Spotify library from Claude or a CLI, including organizing playlists, merging and deleting playlists, saving tracks, searching with artist verification, and querying top tracks, artists, and recently played items.
    27
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Scrapes webpages and converts them to markdown using AI-powered interaction to automatically handle cookie banners, CAPTCHAs, paywalls, and other blocking elements before extracting clean content.
    24
    48
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    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
    13
    2
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that enables LLMs to automate web browsers using Puppeteer, allowing navigation, screenshots, form filling, and JavaScript execution in a real browser environment.
    2
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables LLMs to fetch exact LDS scripture verses, search scriptures by topic, retrieve random verses, and search General Conference talks with smart fuzzy matching.
  • F
    license
    A
    quality
    C
    maintenance
    Provides a small educational library MCP server that demonstrates core Model Context Protocol concepts through book search, checkout, resource reading, prompts, and tool annotations, enabling developers to explore MCP mechanics interactively.
    4
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables natural language interactions with Algolia search and analytics APIs through Claude Desktop. Supports searching indices, managing data, analyzing metrics, monitoring performance, and visualizing insights across your Algolia applications.
    81
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Exposes a Node.js REST API for user and product management through MCP tools, allowing AI assistants to directly interact with MongoDB to create, read, update, and delete users and products.
    Apache 2.0