Best Browser Automation MCP Servers
The best browser automation MCP servers are Playwright MCP, Firecrawl MCP, and Browserbase MCP. 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
★ 35.5KPlaywright MCP is an MCP server that helps AI assistants control a real browser to navigate, click, type, and extract page content.
Browser AutomationFirecrawl MCP
★ 7KFirecrawl 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 AutomationApify Actors MCP
★ 2.2KApify 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
★ 2.2Kapify-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 & Crawlingadeu
★ 131adeu 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 | 85 | 35.5K | 3K | Jul 25, 2026 | Apache-2.0 | Automate browser navigation |
| 2 | Firecrawl MCP Web Scraping & Crawling | 71 | 7K | 821 | Jul 25, 2026 | MIT | Crawl and scrape websites |
| 3 | Browserbase MCP Browser Automation | 65 | 3.4K | 366 | Jul 20, 2026 | Apache-2.0 | Run headless cloud browsers |
| 4 | Apify Actors MCP Web Scraping & Crawling | 61 | 2.2K | 201 | Jul 25, 2026 | MIT | Run prebuilt web scrapers |
| 5 | apify-mcp-server Web Scraping & Crawling | 61 | 2.2K | 201 | Jul 25, 2026 | MIT | connecting AI assistants to external tools |
| 6 | adeu Developer Tools | 37 | 131 | 18 | Jul 25, 2026 | MIT | connecting AI assistants to external tools |
| 7 | oxylabs-oxylabs-mcp Web Scraping & Crawling | 37 | 101 | 26 | Jun 8, 2026 | MIT | connecting AI assistants to external tools |
| 8 | pinkpixel-dev-web-scout-mcp Web Scraping & Crawling | 36 | 131 | 16 | Jul 21, 2026 | Apache-2.0 | 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, Firecrawl MCP, and Browserbase MCP. 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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