Web scraping using Google Gemini and AI
Workflow Description
An advanced automation template combining an intelligent AI agent with Google Gemini to efficiently extract web data, storing results in files and managing context through dynamic memory buffers.
How it works
- 1.Activate manual trigger and submit target URL
- 2.Invoke AI agent to orchestrate extraction and processing workflows
- 3.Send requests via MCP Client to access web scraping tools
- 4.Process responses using Google Gemini language model
- 5.Save extracted data into organized files
- 6.Maintain historical context through memory buffer management
Use cases
- Collect product data from e-commerce retail websites
- Extract commodity prices and monitor continuous price changes
- Automatically gather news articles and content feeds
- Retrieve contact information from business directories
Requirements
- Valid Google Gemini API key for language processing
- Access to MCP interfaces for web service interactions
- Write and read permissions on the file system
- Stable and reliable internet connectivity
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Details
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (19)
AI Agent
Agent
When clicking ‘Test workflow’
Manual Trigger
MCP Client list all tools for Bright Data
Mcp Client
Sticky Note1
Sticky Note
MCP Client List all tools
Mcp Client Tool
MCP Client Bright Data Web Scraper
Mcp Client
Webhook for web scraper
HTTP Request
Set the URLs
Set
MCP Client to Scrape as Markdown
Mcp Client Tool
MCP Client to Scrape as HTML
Mcp Client Tool
Google Gemini Chat Model for AI Agent
Gemini Model
Sticky Note
Sticky Note
Simple Memory
Memory Buffer Window
Webhook for Web Scraper AI Agent
HTTP Request
Set the URL with the Webhook URL and data format
Set
Create a binary data
Function
Write the scraped content to disk
Read Write File
Sticky Note2
Sticky Note
Sticky Note3
Sticky Note