Scrape developer profiles from Stack Overflow for lead generation with OpenAI & Bright Data
UnknownUnknown. This template uses community nodes we can't verify statically. Uses community nodes that can't be verified statically (unverified community packages are off by default in 3.0). Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 11 nodes and runs manually, when you click “Execute workflow”. Along the way it connects OpenAI Chat Model, Google Sheets and Mcp (community).
How it runs
Trigger: Manually, when you click “Execute workflow”.
- Input Setup (Edit Fields (Set)): sets 2 fields: url, format
- AI Agent: runs an AI agent, with model: OpenAI Chat Model; 1 tool (MCP Client to Scrape as HTML); memory: Conversation Memory; output parser: Auto-fixing Output Parser
- Format Data for Google Sheets (Code): runs custom JavaScript code
- Save Leads to Google Sheet (Google Sheets): append
Services it uses
Before you upgrade to n8n 3.0
We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).
- Check that n8n-nodes-mcp is verified or supports 3.0 (used in MCP Client to Scrape as HTML).
Nodes used (10)
- OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Manual Trigger
n8n-nodes-base.manualTrigger - Edit Fields (Set)
n8n-nodes-base.set - AI Agent
@n8n/n8n-nodes-langchain.agent - Mcp Client Tool
n8n-nodes-mcp.mcpClientTool - Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow - Code
n8n-nodes-base.code - Google Sheets
n8n-nodes-base.googleSheets - Auto-fixing Output Parser
@n8n/n8n-nodes-langchain.outputParserAutofixing - Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured
From the author
This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically discovers and collects information about Stack Overflow user profiles for lead generation. It saves you time by eliminating the…