Best Browser Automation MCP Servers
The best browser automation MCP servers are Playwright MCP, Apify Actors MCP, and apify-mcp-server. They let AI assistants drive a real browser — navigating, clicking, and extracting page content — through the Model Context Protocol.
MCP servers that let AI assistants control a real browser to navigate, click, and extract pages.
Recommended MCP servers
Playwright MCP
★ 38KPlaywright MCP is an MCP server that helps AI assistants control a real browser to navigate, click, type, and extract page content.
Browser AutomationApify Actors MCP
★ 10.3KApify Actors MCP is an MCP server that helps AI assistants run thousands of prebuilt Apify Actors to scrape and automate the web.
Web Scraping & Crawlingapify-mcp-server
★ 10.3Kapify-mcp-server is an MCP server that helps AI assistants extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡.
Web Scraping & CrawlingFirecrawl MCP
★ 7.6KFirecrawl MCP is an MCP server that helps AI assistants crawl websites and convert pages into clean markdown or structured data.
Web Scraping & CrawlingBrowserbase MCP
★ 3.4KBrowserbase MCP is an MCP server that helps AI assistants run cloud browsers for automated web navigation and scraping at scale.
Browser Automationadeu
★ 167adeu is an MCP server that helps AI assistants automated DOCX Redlining Engine.
Developer ToolsHow we chose
- Drives a real or headless browser.
- Supports navigation, clicking, and content extraction.
- Actively maintained, with recent GitHub commits.
- Strong GitHub popularity.
Comparison
| # | Server | Popularity | Stars | Forks | Last commit | License | Best for |
|---|---|---|---|---|---|---|---|
| 1 | Playwright MCP Browser Automation | 86 | 38K | 3.2K | Oct 8, 2026 | Apache-2.0 | Automate browser navigation |
| 2 | Apify Actors MCP Web Scraping & Crawling | 72 | 10.3K | 306 | Oct 9, 2026 | MIT | Run prebuilt web scrapers |
| 3 | apify-mcp-server Web Scraping & Crawling | 72 | 10.3K | 306 | Oct 9, 2026 | MIT | connecting AI assistants to external tools |
| 4 | Firecrawl MCP Web Scraping & Crawling | 72 | 7.6K | 903 | Oct 9, 2026 | MIT | Crawl and scrape websites |
| 5 | Browserbase MCP Browser Automation | 65 | 3.4K | 373 | Jul 20, 2026 | Apache-2.0 | Run headless cloud browsers |
| 6 | adeu Developer Tools | 39 | 167 | 25 | Oct 5, 2026 | MIT | connecting AI assistants to external tools |
| 7 | pinkpixel-dev-web-scout-mcp Web Scraping & Crawling | 37 | 136 | 16 | Sep 29, 2026 | Apache-2.0 | connecting AI assistants to external tools |
| 8 | ScrapeGraphAI-scrapegraph-mcp Web Scraping & Crawling | 37 | 115 | 38 | Jul 17, 2026 | MIT | connecting AI assistants to external tools |
Frequently asked questions
What are the best browser automation mcp servers?
The best browser automation MCP servers are Playwright MCP, Apify Actors MCP, and apify-mcp-server. They let AI assistants drive a real browser — navigating, clicking, and extracting page content — through the Model Context Protocol.
How were these browser automation mcp servers chosen?
Selection criteria: Drives a real or headless browser. Supports navigation, clicking, and content extraction. Actively maintained, with recent GitHub commits. Strong GitHub popularity.
Do these MCP servers work with other AI clients?
Yes. MCP is an open standard, so a server built for one client generally works with any MCP-compatible client (Claude Desktop, Cursor, VS Code, Cline, Windsurf, and others).
Which is the best of the browser automation mcp servers?
Playwright MCP is our top pick. Playwright MCP is an MCP server that helps AI assistants control a real browser to navigate, click, type, and extract page content.
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