# Best MCP servers for web browsing and scraping > The best MCP servers for web browsing and scraping are Browser Use, Scrapling MCP Server and Chrome DevTools MCP, ranked by GitHub stars; Browser Use leads with 117,307 stars and is published by the vendor itself. The list covers 68 MCP servers in the appsgit catalog, one entry per repository. ## Key facts | Fact | Value | |---|---| | Question | What are the best MCP servers for web browsing and scraping? | | Picks | 10 | | Top pick | Browser Use (117,307 stars) | | Data as of | Oct 7, 2026 | | Canonical URL | https://appsgit.com/best/mcp-servers-for-web-browsing-scraping | ## Ranked picks - [Browser Use](https://appsgit.com/mcp-servers/browser-use) (117,307 stars, MIT, Python): Browser Use has 117,307 GitHub stars, is published by the vendor itself, runs without an API key, is written in Python and was last updated in October 2026. - [Scrapling MCP Server](https://appsgit.com/mcp-servers/scrapling-mcp-server) (86,017 stars, BSD-3-Clause, Python): Scrapling MCP Server has 86,017 GitHub stars, runs without an API key, is written in Python and was last updated in October 2026. - [Chrome DevTools MCP](https://appsgit.com/mcp-servers/chrome-devtools-mcp) (53,049 stars, Apache-2.0, TypeScript): Chrome DevTools MCP has 53,049 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026. - [Bytedance Browser](https://appsgit.com/mcp-servers/bytedance-browser) (39,206 stars, Apache-2.0, TypeScript): Bytedance Browser has 39,206 GitHub stars, runs without an API key, is written in TypeScript and was last updated in September 2026. - [Playwright MCP](https://appsgit.com/mcp-servers/playwright-mcp) (37,886 stars, Apache-2.0, TypeScript): Playwright MCP has 37,886 GitHub stars, is published by the vendor itself, runs without an API key, is written in TypeScript and was last updated in September 2026. - [AIHawk](https://appsgit.com/mcp-servers/aihawk) (31,781 stars, MIT, Python): AIHawk has 31,781 GitHub stars, runs without an API key, is written in Python and was last updated in October 2026. - [Editor](https://appsgit.com/mcp-servers/editor) (24,699 stars, MIT, TypeScript): Editor has 24,699 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026. - [Skyvern](https://appsgit.com/mcp-servers/skyvern) (23,146 stars, AGPL-3.0, Python): Skyvern has 23,146 GitHub stars, needs an API key or token, is written in Python and was last updated in October 2026. - [Skill Seekers](https://appsgit.com/mcp-servers/skill-seekers) (15,109 stars, MIT, Python): Skill Seekers has 15,109 GitHub stars, runs without an API key, is written in Python and was last updated in September 2026. - [SeleniumBase MCP](https://appsgit.com/mcp-servers/seleniumbase-mcp) (13,050 stars, MIT, Python): SeleniumBase MCP has 13,050 GitHub stars, runs without an API key, is written in Python and was last updated in October 2026. ## How this list was made - Candidates: the 68 MCP servers in the Web & browsing category on appsgit. - Ranked by GitHub stars, at most one entry per repository so one project cannot fill the list. - The catalog itself only lists MCP servers with a GitHub repository, a recognised open-source license, a commit in the last six months and an install path (a package or a remote URL). ## FAQ ### Do these MCP servers need an API key? 1 of the 10 picks need an API key or token, for example Skyvern; 9 run without one. Each page on appsgit lists the environment variables a MCP server expects. ### Which AI clients work with these MCP servers? Claude Code (all), Cursor (all), VS Code (all) and Claude Desktop (9 of 10). The client list comes from each project's published transport and package data; appsgit does not guess it. ### Are any of these MCP servers official? Yes: Browser Use and Playwright MCP are published by the vendor themselves. ### How do I install an MCP server? Local servers run as a command such as npx, uvx or docker run that you add to your client's MCP configuration; remote servers only need their URL. Every server page on appsgit has ready-made snippets for Claude Desktop, Claude Code, Cursor and VS Code. ## Related questions - [What are the best MCP servers for productivity?](https://appsgit.com/best/mcp-servers-for-productivity) - [What are the best MCP servers for cloud and DevOps?](https://appsgit.com/best/mcp-servers-for-cloud-devops) - [What are the best MCP servers for data and analytics?](https://appsgit.com/best/mcp-servers-for-data-analytics) - [What are the best MCP servers for communication?](https://appsgit.com/best/mcp-servers-for-communication) - [What are the best MCP servers for finance?](https://appsgit.com/best/mcp-servers-for-finance) - [What are the best MCP servers for AI search and memory?](https://appsgit.com/best/mcp-servers-for-ai-search-memory) - [What are the best agent skills for coding?](https://appsgit.com/best/agent-skills-for-coding) - [What are the best agent skills for testing and QA?](https://appsgit.com/best/agent-skills-for-testing-qa) ## See also - [Web & browsing MCP servers](https://appsgit.com/mcp-servers/category/web-browsing) - [All MCP servers](https://appsgit.com/mcp-servers) - [Trending MCP servers](https://appsgit.com/mcp-servers/trending) - [Official MCP servers](https://appsgit.com/mcp-servers/official) --- Canonical page: https://appsgit.com/best/mcp-servers-for-web-browsing-scraping Source: appsgit (https://appsgit.com), the app store for github. Data from the GitHub API, refreshed nightly. Machine access: JSON API https://appsgit.com/api/v1/apps (OpenAPI: https://appsgit.com/openapi.json), MCP server https://mcp.appsgit.com/mcp, full index https://appsgit.com/llms-full.txt.