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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 lightweight MCP server for reading public YouTube data, offering tools to fetch video transcripts, playlist contents, and video metadata without requiring an API key.
    3
    MIT
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    Provides random joke generation and joke counting as MCP tools for seamless integration with AI assistants and other compatible clients.
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    A service that provides HackerNews content search, retrieval and analysis through the Model Context Protocol, suitable for AI agents and developers.
    5
    1
    Apache 2.0
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    An MCP server for The Skeptics' Guide to the Universe podcast — search transcripts, look up episodes, pull Science or Fiction, and search news items, all from inside Claude.
    12
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    A MCP server that implements sequential thinking protocols, provides structured problem-solving methods, decomposes complex problems into manageable steps, and supports iterative optimization and alternative reasoning paths.
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    Apache 2.0
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    MCP server that provides Danish TV guide data, enabling AI assistants to answer queries about TV schedules, channel listings, and programme searches.
    4
    MIT
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    A lightweight service that provides cross conversation temporary information storage and retrieval for AI agents, supporting step-by-step processing of complex tasks.
    4
    2
    Apache 2.0
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    A Model Context Protocol (MCP) server that provides comprehensive domain name research tools, including RDAP, WHOIS, and DNS query functionality.
    1
    2
    Apache 2.0
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    A model context protocol server that provides Berlin administrative service data, allowing AI assistants to search and retrieve over 1000 public service information provided by Berlin authorities.
    4
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    Apache 2.0
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    Mercury Spec Ops MCP Server is a dynamic prompt generation and template assembly tool based on a modular architecture. It is suitable for the interaction between AI assistants and professional content, and supports the dynamic generation of 31 technology stacks, 10 analysis dimensions and 34 templat
    6
    2
    Apache 2.0
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    A MCP server that supports AI assistants to read and analyze PDF files, providing functions such as PDF metadata extraction, page range reading, and keyword search
    4
    2
    Apache 2.0
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    An implementation of a classification-based persistent memory system that enables Claude to store and retrieve classified memory information across chat sessions
    4
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    Apache 2.0
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    drand-mcp-server is a service that provides verifiable random numbers for model-driven processes in AI applications, supporting the acquisition of random numbers by time or round.
    3
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    Apache 2.0
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    Hugeicons MCP Server is a TypeScript based server that provides integrated tools and resources for the Hugeicons icon library, supporting icon search, retrieval, and usage guides for multiple platforms.
    5
    2
    Apache 2.0