Web Scraping Agent With N8N And MCP Server

What is Web-Scraping-Agent-with-N8N-and-MCP-Server?

This project demonstrates how to create an AI-powered web scraping agent in n8n using MCP (Multi-Component Protocol) and Firecrawl. It is designed for beginners to build an autonomous scraping agent with tools and memory, triggered by chat messages.

How to use Web-Scraping-Agent-with-N8N-and-MCP-Server?

The agent is set up in n8n by creating a workflow with a Chat Trigger, an Agent node configured with OpenAI Chat Model and Simple Memory, connected to an MCP Client that communicates with an MCP Server Trigger using Firecrawl for scraping. The accompanying tutorial provides step-by-step setup instructions.

Key features of Web-Scraping-Agent-with-N8N-and-MCP-Server?

• AI-powered web scraping triggered by chat messages
• Uses OpenAI (via OpenRouter) or Claude models for responses
• Integrates Firecrawl for real-time data extraction
• Maintains conversational context with Simple Memory
• Modular agent-as-a-tool pattern in n8n
• Supports optional Supabase and QuickChart integrations

Use cases of Web-Scraping-Agent-with-N8N-and-MCP-Server?

• Automating on-demand data extraction from websites
• Building a chatbot with real-time internet research capabilities
• Learning multi-agent coordination and tool integration in n8n
• Creating a