Browser Automation & Scraping MCP Servers
Browser Automation & Scraping category — 133 MCP servers, ranked by GitHub stars.
agentrender-mcp
URL to screenshot, PDF, or structured extract for AI agents via MCP.
Groundhog
Search, read and research the web, with hidden text stripped by default and sources hashed
ashra-mcp
Extract structured data from any website. Just prompt and get JSON.
nexus-browser-mcp
Event-driven deterministic browser MCP: HITL gates, audit, console/network/perf observability.
alterlab-mcp-server
Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass.
snapmcp
Visual capture MCP server: terminal colors, code, diffs, PDFs, GIFs. 13 tools, SSRF on by default.
Screenshot Scout
Capture screenshots of webpages as images or PDFs with Screenshot Scout.
browser-devtools-mcp
Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions.
PageShot MCP
Capture webpage screenshots with format, viewport, and dark mode options
snapsurf
Web navigation and verification for AI agents: page digest, typed diff per action, assertions.
ottersnap-mcp
Glint Render (by Moyu) — web rendering & evidence API for AI agents: screenshots, PDFs, OG images, monitoring, extraction and…
NodeCodeStudio
Activate MCP services (Gmail, Calendar, WordPress, etc.) and run browser automation workflows via a Chrome extension with importable…
WebDataSource
Web Crawler for AI Agents. Supercharge your AI agents with an MCP-ready web crawler that delivers real-time insights from the web and your…