AI-powered lead enrichment with Explorium MCP & Telegram
Ready for 3.0Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 7 nodes and runs on Telegram events (message). Along the way it connects OpenAI Chat Model, MCP Client, HTTP Request and Postgres Chat Memory and 1 more. It also calls api.tavily.com over HTTP.
How it runs
Trigger: On Telegram events (message).
- AI Lead Enrichment Agent (AI Agent): runs an AI agent, with model: OpenAI GPT-; 2 tools (Explorium B2B Data, Tavily Web Intelligence); memory: Conversation Memory
- Telegram: uses Telegram
Services it uses
HTTP calls to: api.tavily.com
Before you upgrade to n8n 3.0
Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.
Nodes used (7)
- AI Agent
@n8n/n8n-nodes-langchain.agent - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - MCP Client Tool
@n8n/n8n-nodes-langchain.mcpClientTool - Http Request Tool
n8n-nodes-base.httpRequestTool - Postgres Chat Memory
@n8n/n8n-nodes-langchain.memoryPostgresChat - Telegram Trigger
n8n-nodes-base.telegramTrigger - Telegram
n8n-nodes-base.telegram
From the author
🤖 AI-Powered Lead Enrichment with Explorium MCP & Telegram Who it's for Sales reps, agencies, and growth teams who want to turn basic company info into qualified leads with automated research . Perfect for B2B prospecting. What it does This workflow lets you…