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112,946 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 4,794 matching servers on stars, growth, downloads and maintenance. Updated .

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    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.
    16
    41 PyPI
    13
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A self-hosted MCP server that gives AI agents deep internet research capabilities — no API keys required, powered by SearxNG, Playwright, and Docker.
    4
    79 npm
    ISC
  • A
    license
    A
    quality
    B
    maintenance
    Enables running web searches across multiple engines like Google, Bing, DuckDuckGo, Yahoo! JAPAN, and Brave via Playwright, with tools to fetch page content and manage browser profiles.
    5
    MIT
  • F
    license
    A
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    Enables searching notes, retrieving note content and comments, and posting comments on Xiaohongshu (Little Red Book) via HTTP API without using Playwright.
    6
    -
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    maintenance
    Enables AI assistants to search for real-time prescription drug prices, find local pharmacies, and retrieve discount coupons through the GoodRx service. It uses Playwright browser automation to provide drug comparisons and checkout details like BIN and PCN codes.
    5
    10 npm
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Web design analysis MCP server with 20 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into searchable, structured design knowledge.
    40
    2
    AGPL 3.0
  • A
    license
    C
    quality
    B
    maintenance
    Enables collection, search, and batch gathering of Chinese enterprise business-registration and equity/penetration intelligence by orchestrating multiple registry channels (ENScan_GO, Playwright-based aiqicha scraping, and Handaas signing) with persona-based risk routing and behavior quotas. Results can be written to a parquet warehouse, imported into Neo4j, and health-checked alongside sidecar services.
    10
    MIT
  • A
    license
    C
    quality
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    maintenance
    Enables LLMs to perform advanced GitHub code searches with intelligent filtering and content retrieval using Playwright automation, optimized for DeepSeek integration.
    4
    4
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for web search and content extraction using DuckDuckGo or SearXNG, with Playwright-based fetching and LLM-powered data extraction.
    139
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables Google search automation and web content extraction using Playwright. Performs Google searches and fetches main content from web pages, returning structured results in JSON format.
    32 npm
    MIT
  • A
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    quality
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    maintenance
    Web scraping MCP server for Al agents. 6 tools: extract clean text/markdown from any URL, structured scraping with CSS selectors, full-page screenshots via Playwright, link extraction with regex filtering, metadata extraction (OG tags, Twitter cards), and Google search. Free tier: 50 requests/IP/day.
    8
    MIT