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83,229 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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  • cnki-deepsearch

    weileyao2005
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for deep CNKI academic search, retrieving multi-dimensional data (abstracts, keywords, references, citations, similar papers, keyword weights) and enabling citation network traversal via Playwright-based API interception.
    6
    MIT

  • notebooklm-mcp

    gracelee087
    A
    license
    A
    quality
    C
    maintenance
    An unofficial MCP server for Google NotebookLM that enables users to manage notebooks, add sources, ask questions with citations, and generate audio podcasts via a Playwright-based automation layer.
    19
    MIT

  • LookaCrawler

    lucasmartins-ai
    A
    license
    B
    quality
    A
    maintenance
    Free, open-source, token-efficient local alternative to Firecrawl with a native Model Context Protocol (MCP) server. Achieves >73% token reduction by pruning web noise before Markdown extraction, uses Playwright with stealth fingerprint patches to bypass anti-bot challenges.
    3
    2
    MIT