Automated web browsing & extraction with Airtop and AI-prompted queries

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. 🤖 Autonomous Web Interaction with Airtop (via MCP Trigger) This workflow uses Airtop to perform fully automated web interactions—triggered by an AI agent through the native MCP Server Trigger in n8n. > 💡 Perfect for browser automation, intelligent data extraction, and agent-based workflows. --- ✨ Features ✅ Triggered via native MCP Server (no need for external LangChain services) 🚀 Automates full browser sessions: open window, load page, scroll, click, fill forms 🧠 Supports AI-prompt-based extraction from web content 📷 Captures screenshots and waits for downloads when needed 🧼 Cleans up with session and window termination 🔄 Fully adaptable to agent-based automation flows --- 🧰 Workflow Breakdown 1. Trigger: Native MCP Server Trigger receives instructions 2. Create Session & Window: Starts browser automation in Airtop 3. Load Web Page: Loads target URL 4. Page Interaction: Click elements Scroll inside containers Fill forms with dynamic data 5. Extract Content: Query using prompts Paginated extraction 6. Wait & Capture: Waits for downloadable content Takes a screenshot 7. Cleanup: Closes windows and terminates session --- 📦 Requirements ✅ n8n 1.90+ with MCP Server Trigger ✅ Active Airtop account with API credentials ✅ Installed Airtop Tool node (n8n-nodes-base) 🧠 External agent (optional) to send prompt/data to MCP endpoint --- 🔍 Use Cases 🤖 Agents that browse and extract data from the web 📝 Fill and submit forms from structured data 🔎 Intelligent page querying using prompt-based automation 🧪 Visual testing and screenshot capturing for QA workflows --- 🔧 Nodes Used MCP Server Trigger (native) Airtop Tool(native): Session creation and termination Window control (open, close, screenshot) Interaction (click, scroll, fill) Extraction (query, pagination) Download waiters --- 🧠 AI-Automation Ready This workflow is designed to be controlled by external AI agents or orchestration tools. Combined with prompt-based querying and DOM control, it brings a human-like browsing experience into automated pipelines. --- 🔗 License Open-source under MIT. Commercial usage allowed with attribution. --- Let me know if you'd like to add: 🧪 A test mcp client to validate triggers 🌐 A public link to the deployed workflow 📎 A JSON download for users to import directly