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Best of 2026

Best mcp servers for browser automation

We track 478 mcp servers in Browser automation. The top pick by GitHub stars is Browser Use (118,013 ★), followed by Scrapling (87,664 ★). The most recently updated in this list is Hyperframes (last commit 1h ago). Rankings refresh daily from GitHub.

Comparison of top MCP servers for Browser automation
#NameStars
1Browser UsePython · MIT · 4h ago118,013
2ScraplingPython · BSD-3-Clause · 5h ago87,664
3Crawl4aiPython · Apache-2.0 · 3h ago85,563
4HyperframesTypeScript · Apache-2.0 · 1h ago63,849
5Chrome Devtools MCPTypeScript · Apache-2.0 · 1h ago53,559
6UI TARS desktopTypeScript · Apache-2.0 · 6d ago39,280
7Playwright MCPTypeScript · Apache-2.0 · 6d ago38,159
8Invisible DotsTypeScript · MIT · 4h ago32,059
9Page AgentTypeScript · MIT · 21h ago29,450
10Douyin TikTok Download APIPython · Apache-2.0 · 1w ago20,643
  1. An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here…

    $pip install scrapling
  2. Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.

    $git clone https://github.com/unclecode/crawl4ai
  3. 抖音、TikTok 数据采集与无水印视频下载 API,自托管,支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console…

    $git clone https://github.com/Evil0ctal/Douyin_TikTok_Download_API