Best MCP servers for Automation (2026)
Chrome DevTools MCP is the best mcp server for Automation - 50.2k GitHub stars. Strong alternatives: Mcp Server Browser and Playwright MCP.
334 MCP servers for developers in Automation, ranked by GitHub stars. Every pick links to install commands and trust signals.
Ranked by Skillselion · adoption from the skills.sh registry & GitHub · data refreshed August 31, 2026.
The top 10 MCP servers for automation
| # | MCP Server | Stars |
|---|---|---|
| 1 | Chrome DevTools MCPChromeDevTools · ChromeDevTools/chrome-devtools-mcpTop pick MCP server for Chrome DevTools | 50.2k |
| 2 | Mcp Server Browsercollectionbytedance · bytedance/UI-TARS-desktop MCP server for browser use access | 38.7k |
| 3 | Playwright MCPmicrosoft · microsoft/playwright-mcp Playwright MCP is Microsoft's official Model Context Protocol server for Playwright. It gives a coding agent structured browser control through Playwright's accessibility tree instead of screenshots, so the agent navigates, fills forms and asserts against real page structure rather than pixels - deterministic, fast, and usable without a vision model. Published as @playwright/mcp and run over stdio from Claude Code, Cursor, Codex, VS Code and other MCP clients. | 36.6k |
| 4 | SkyvernSkyvern-AI · Skyvern-AI/skyvern AI-powered browser automation — navigate, click, fill forms, and extract data from any website. | 22.9k |
| 5 | Mobile Mcpmobile-next · mobile-next/mobile-mcp MCP server for iOS and Android Mobile Development, Automation and Testing | 6.2k |
| 6 | Playwright MCP Servercollectionexecuteautomation · executeautomation/mcp-playwright A Model Context Protocol server that gives agents real browser control through Playwright - navigate pages, click and fill forms, take screenshots, scrape content, emulate 143 device presets, and execute JavaScript in a live browser. | 5.6k |
| 7 | Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡ | 5.4k |
| 8 | Mcp Server Browserbasebrowserbase · browserbase/mcp-server-browserbase MCP server for AI web browser automation using Browserbase and Stagehand | 3.4k |
| 9 | Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more. | 1.4k |
| 10 | SearXNG Searchcollectionihor-sokoliuk · ihor-sokoliuk/mcp-searxng MCP server for SearXNG — privacy-respecting web search with pagination, URL reading | 1.2k |
Why these MCP servers rank for automation
1. Chrome DevTools MCP
Chrome DevTools MCP ranks #1 of the 334 MCP servers for Automation by adoption, with 50.2k GitHub stars. It mCP server for Chrome DevTools.
2. Mcp Server Browser
Mcp Server Browser ranks #2 of the 334 MCP servers for Automation by adoption, with 38.7k GitHub stars. It mCP server for browser use access.
3. Playwright MCP
Playwright MCP ranks #3 of the 334 MCP servers for Automation by adoption, with 36.6k GitHub stars. It playwright MCP is Microsoft's official Model Context Protocol server for Playwright. It gives a coding agent structured browser control through Playwright's accessibility tree instead of screenshots, so the agent navigates, fills forms and asserts against real page structure rather than pixels - deterministic, fast, and usable without a vision model. Published as @playwright/mcp and run over stdio from Claude Code, Cursor, Codex, VS Code and other MCP clients.
4. Skyvern
Skyvern ranks #4 of the 334 MCP servers for Automation by adoption, with 22.9k GitHub stars. It aI-powered browser automation — navigate, click, fill forms, and extract data from any website.
5. Mobile Mcp
Mobile Mcp ranks #5 of the 334 MCP servers for Automation by adoption, with 6.2k GitHub stars. It mCP server for iOS and Android Mobile Development, Automation and Testing.
Common questions
What is the best mcp server for Automation?
Chrome DevTools MCP is the top-ranked mcp server for Automation, with 50.2k GitHub stars - MCP server for Chrome DevTools.
What are the best alternatives to Chrome DevTools MCP for automation?
Strong alternatives ranked just behind Chrome DevTools MCP are Mcp Server Browser and Playwright MCP. All 334 options are compared in the table above, ranked by real adoption.
How are these MCP servers ranked?
By GitHub stars across the 334 MCP servers in the Automation category - none of these MCP servers report installs yet. Data from GitHub.
More in Automation
See every tool on the Automation hub, browse all MCP servers, or see every best-of shortlist.