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83,209 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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    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
    quality
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    maintenance
    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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    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
    24
    MIT
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    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
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    license
    Not graded
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    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
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    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.
    25
    MIT
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    quality
    A
    maintenance
    Free agent web-search MCP server driving local headless Chrome/Firefox via self-built CDP/Marionette — no API key, no playwright deps, data stays on-machine, stable JSON contract.
    2
    Apache 2.0
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    maintenance
    A minimal MCP server for agent-friendly web extraction and search. Offers two tools: fetching real pages with Playwright and Crawl4AI, and searching across 7 engines with automatic fallback.
    33
    AGPL 3.0
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    quality
    A
    maintenance
    Enables centralized access to Firecrawl, Exa, Qdrant, embeddings, Playwright browser automation, and MCP clients through a single token-protected HTTP and MCP interface.
    MIT
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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
    MIT