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Best Scraping and browsing MCP servers

Crawlers, extractors, headless browsers. 866 listed, 60 scanned and shown here. Reviewed servers rank first, then the ones with the most real-world adoption. At most two per publisher, so no single account can fill the list. Nothing here is sponsored.

Reviewed by users (1)

Ranked by rating, adjusted so a single five-star review does not outrank a steady four.

Scanned, not yet reviewed (59)

Safety-scanned and ordered by adoption. If you run one of these, a review puts it in the section above.

  • 2
    Playwright
    Playwright Tools for MCP
    A
  • 3
    SeleniumBase MCP
    Stealthy browser automation, testing, and web-scraping via CDP Mode.
    A
  • 4
    Next AI Draw.io
    draw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand
    A
  • 5
    Firecrawl MCP Server
    Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
    A
  • 6
    AIHawk
    AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.
    A
  • 7
    Browser
    MCP server for browser use access
    B
  • 8
    Brightdata
    Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
    B
  • 9
    Unbrowse
    Websites as APIs: read pages, run site tasks via learned APIs, cloud browser with saved logins.
    A
  • 10
    Browser Use
    Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
    A
  • 11
    Skyvern
    AI-powered browser automation — navigate, click, fill forms, and extract data from any website.
    A
  • 12
    Octocode MCP - AI Context Platform
    AI code research platform. Search, analyze, and extract insights from any GitHub repository.
    B
  • 13
    Ui.Vision MCP
    MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input
    B
  • 14
    invisible_playwright_mcp
    AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.
    A
  • 15
    walkerOS Source Browser
    Generate, parse, and validate walkerOS data-elb HTML tagging attributes
    A
  • 16
    Word to Markdown
    Convert Word (.docx) documents to Markdown via CLI, Node.js, or browser
    A
  • 17
    Safari
    Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead.
    C
  • 18
    Actionbook
    Let your AI agent operate any website through a real, logged-in browser session.
    A
  • 19
    three.ws Solana Memo Media
    Extract validated image data URIs from Solana SPL Memos and return them inline to MCP clients.
    A
  • 20
    CloakBrowser MCP
    Playwright MCP-compatible browser automation bridge for CloakBrowser Chromium.
    B
  • 21
    Flyto Core
    Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.
    B
  • 22
    fastCRW
    Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.
    A
  • 23
    DrissionPage MCP
    Local browser automation for MCP clients powered by DrissionPage.
    A
  • 24
    Behavior Runtime MCP
    In-browser ~60Hz behavior tree execution engine with reactive triggers and blackboard projection.
    A
  • 25
    Agent360 Browser MCP
    Drive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too.
    A
  • 26
    Slack MCP Server
    Catch up on Slack without reading it. Unreads, threads, search. Browser-session or hosted OAuth.
    A
  • 27
    Openbrowser AI
    AI browser automation. Write async Python to navigate, click, type, and extract data.
    B
  • 28
    Fortress
    Stealth browser for AI agents: fetch pages behind Cloudflare/DataDome/CAPTCHA, extract clean data.
    B
  • 29
    Webdriverio
    MCP server with WebdriverIO for browser and mobile app automation (iOS/Android via Appium)
    A
  • 30
    Browserless
    Official Browserless MCP server: browser automation, scraping, screenshots and PDFs for AI agents.
    B
  • 31
    Vessel Browser
    AI-native browser runtime for autonomous agents with human-in-the-loop supervision
    A
  • 32
    CRW Web Scraper
    Open-source web scraper for AI agents with scrape, crawl, and map tools
    A
  • 33
    CRW Web Scraper
    Open-source web scraper for AI agents with scrape, crawl, and map tools
    A
  • 34
    Oya Browser
    Real Chrome for agents: start a browser, read pages as numbered markdown, click, type, hand off.
    A
  • 35
    Web Browser (kogiQA)
    This web browser has been designed to help your agent debug and develop complex web applications.
    C
  • 36
    Auth Your Agent
    Act for a person on websites: sandboxed browser, phone approvals, saved logins, scheduled plans.
    A
  • 37
    Scrapeless
    Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.
    A
  • 38
    Native DevTools
    MCP server for desktop, browser (CDP), and Android automation. Screenshot, OCR, click, type.
    A
  • 39
    Zenrows
    Zenrows MCP server: Fetch, Extract, Batch, and Browser Sessions for AI agents
    A
  • 40
    FableCut
    Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export.
    A
  • 41
    Foura
    Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.
    A
  • 42
    Browsentic
    Agentic browser harness: your agent CLI in your real, signed-in browser, from a side panel or MCP.
    A
  • 43
    Endform
    Find failing, flaky, and slow Playwright tests on Endform and keep your suite healthy as it grows.
    A
  • 44
    Design System Extractor
    MCP server for Storybook design systems — extract component HTML, styles and metadata.
    A
  • 45
    three.ws Herald
    Tell your human in person: a 3D character walks onto their open browser tab and says it out loud.
    More from nirholas →
    B
  • 46
    Svipall
    Read any page past its anti-bot wall, crawl sites, search without an API key, solve captchas locally
    C
  • 47
    Browserbase
    MCP server for AI web browser automation using Browserbase and Stagehand
    C
  • 48
    shaft-mcp
    SHAFT browser automation, capture, and offline deterministic failure diagnosis
    A
  • 49
    Browser Gateway
    AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover.
    B
  • 50
    Public Browser
    Chrome over CDP for AI agents. Blind benchmark vs agent-browser: -33% tokens, -33% cost, -32% time
    A
  • 51
    Good Eggs
    MCP server for Good Eggs grocery shopping automation using Playwright.
    A
  • 52
    Fetchpet
    MCP server for Fetch Pet insurance claims management using Playwright automation.
    More from pulsemcp.com →
    B
  • 53
    Parallel Browser MCP
    MCP server for parallel browser automation across multiple providers.
    B
  • 54
    OpenBrand
    Extract brand assets (logos, colors, backdrop images, brand name) from any website URL
    B
  • 55
    Talonic
    Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.
    A
  • 56
    DEEPBOM
    Browser-local and CLI static evidence for deployed AI model artifacts.
    B
  • 57
    One Search
    Web search, URL discovery, scraping & extraction with agent-browser and search providers
    B
  • 58
    mac-control-mcp
    Native Swift macOS automation — 153 tools: AX, EventKit, voice, browser DOM, undo.
    B
  • 59
    Pinkpixel Dev Web Scout
    Search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp…
    A
  • 60
    NexusBrowser
    Your real Chrome in background tabs (Windows; needs the NexusBrowser bridge and extension).
    A

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