Browser automation MCP servers

A server here drives a real web browser to navigate, click and fill in forms.

Not here: extracting pages without a browser.

577servers
159 remote418 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: Browser Use@browser-use/browser-useControl a real Chrome browser to complete any task: fill forms, extract data, book flights.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.117,672 GitHub stars.
  2. Number 2: Scrapling MCP Server@d4vinci/scraplingWeb scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.16% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.86,720 GitHub stars.
  3. Number 3: Chrome DevTools MCP@chromedevtools/chrome-devtools-mcpMCP server for Chrome DevTools7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.53,303 GitHub stars.

Best fit

420 made for this, ranked by starsRemoteLocal
  1. Browser @bytedance/mcp-server-browserMCP server for browser use access6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.39,228 GitHub stars.
  2. Playwright @microsoft/playwright-mcpPlaywright Tools for MCP2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.38,038 GitHub stars.
  3. AIHawk @feder-cr/aihawkAI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.31,941 GitHub stars.
  4. Skyvern @skyvern-ai/skyvernAI-powered browser automation — navigate, click, fill forms, and extract data from any website.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.23,168 GitHub stars.
  5. SeleniumBase MCP @seleniumbase/seleniumbaseStealthy browser automation, testing, and web-scraping via CDP Mode.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.13,066 GitHub stars.
  6. Wigolo @knockoutez/wigoloLocal-first web intelligence MCP server for AI coding agents7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5,462 GitHub stars.
  7. Dembrandt @dembrandt/dembrandtDesign tokens from any live site: colours, type, spacing, components, drift against a baseline.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3,624 GitHub stars.
  8. Browserbase @browserbase/mcp-server-browserbaseMCP server for AI web browser automation using Browserbase and Stagehand5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3,405 GitHub stars.
  9. Browserbase @smithery/browserbasehq-mcp-browserbaseProvides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.3,405 GitHub stars.
  10. invisible_playwright_mcp @feder-cr/invisible-playwright-mcpAI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.10% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2,749 GitHub stars.
  11. Brightdata @brightdata/brightdata-mcpBright Data's Web MCP server enabling AI agents to search, extract & navigate the web8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2,671 GitHub stars.
  12. Ui.Vision MCP @a9t9/uivision-mcpMCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2,069 GitHub stars.
  13. Jshookmcp @vmoranv/jshookmcpSearch-first MCP server for JavaScript reverse engineering: 735 tools across 36 domains.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2,035 GitHub stars.
  14. Magic Cloud @polterguy/magicGenerate secured CRUD APIs over your database, run SQL, manage files, tasks and a headless browser8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.1,200 GitHub stars.
  15. Fortress @tiliondev/fortressStealth browser for AI agents: fetch pages behind Cloudflare/DataDome/CAPTCHA, extract clean data.28% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.736 GitHub stars.
  16. XActions @nirholas/xactionsX/Twitter automation MCP: scrape, post, schedule, analyze, engage. No API key required.18% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.570 GitHub stars.
  17. DrissionPage MCP @jumodada/drissionpage-mcpLocal browser automation for MCP clients powered by DrissionPage.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.488 GitHub stars.
  18. Flyto Core @flytohub/flyto-coreExecution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.483 GitHub stars.
  19. Firefox DevTools MCP @mozilla/firefox-devtools-mcpControl and debug Firefox: navigate, fill forms, inspect network and console, profile.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.478 GitHub stars.
  20. shaft-mcp @shafthq/shaft-mcpSHAFT browser automation, capture, and offline deterministic failure diagnosis4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.414 GitHub stars.
  21. Flutter Skill @ai-dashboad/flutter-skillAI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.388 GitHub stars.

Also touches on Browser automation

146 where it is one part of a bigger job