Block 1 - AI Agent
- Type / Role
- @n8n/n8n-nodes-langchain.agent - agent
- Config choices
- Version 1.8
This workflow is provided as-is. Please review and test before using in production.
What It Is Automate your professional communication directly from Telegram using this powerful AI assistant built with n8n. This no code agent understands natural language and integrates seamless...
@n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.mcpclienttool, @n8n/n8n-nodes-langchain.mcptrigger, n8n-nodes-base.gmailtool, n8n-nodes-base.stickynote, n8n-nodes-base.googlecalendartool, @n8n/n8n-nodes-langchain.lmchatgooglegemini, @n8n/n8n-nodes-langchain.memorybufferwindow
This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by David Olusola.
Original n8n.io source✨ What It Is Automate your professional communication directly from Telegram using this powerful AI assistant built with n8n.
This no-code agent understands natural language and integrates seamlessly with:
Gmail (send, receive, draft emails) Google Calendar (create, delete, get events) Google Sheets (contact database) MCP Tools (agent framework for dynamic tool routing) Perfect for:
Virtual Assistants Freelancers & Teams Sales & Outreach Professionals Calendar Managers Customer Support Teams 🔧 What It Can Do Just send a message like:
“Send email to Jane at Acme about pricing” “Create a Zoom meeting with Victor next Friday at 3pm” “Cancel meeting with Alex” “Follow up with Sarah tomorrow” ✅ Features:
🔄 Understands natural language Telegram messages 📧 Sends or drafts emails using Gmail 📅 Creates/deletes/syncs calendar events with Google Calendar 📊 Fetches contact info from Google Sheets 🤖 Powered by a lightweight LLM (Gemini 2.0) 💼 Smart memory & session context via MCP tools 📥 Telegram replies with formatted confirmation (e.g., ✅, 📧, 📅) 🛠️ Setup Guide (Step-by-Step)
Name Email Company Role Make sure the Google Sheets node points to the correct documentId and gid.
Connect MCP Tools (Optional) If you're using Daex MCP, input the SSE path and trigger ID in the MCP Client Tool and MCP Server Trigger.
Enable Telegram Bot Deploy your workflow in n8n Send any command to your Telegram bot like: “Send email to Lisa about invoice update” The AI agent will understand the command, fetch the contact, and either send/draft an email or update the calendar accordingly.
Customize Prompts or Actions (Optional) Edit the system prompt in the AI Agent node to:
Add company branding Adjust supported commands Modify language or tone 💬 Example Prompts
“Send email to Sam about project delay” “Schedule call with Mabel next Monday at 10am” “Delete event with Kevin” “Follow up with Clara at noon tomorrow” 📦 What’s Included
🧠 Preconfigured n8n Workflow 🔗 Connected nodes: Telegram, Gmail, Google Calendar, Google Sheets, MCP Tools 🗂️ AI Memory Context (via MCP memory buffer) ✍️ Ready-to-use prompt template 🎯 Tested commands and use cases 🛍️ License
✅ Commercial use included 🚫 Do not resell the template without modifications
This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.
| Workflow | Telegram AI assistant with Gmail, Google Calendar, Google Sheets & MCP tools |
|---|---|
| Complexity | advanced |
| Nodes | 17 |
| Categories | Personal Productivity, AI Chatbot |
| Author | David Olusola |
| Published | 12 Jun 2025 |
Use the JSON export at /data/workflows/4902/4902.json as the source template for this automation.
Open n8n, import the downloaded JSON, and review each node before activating the workflow.
Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.
Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.
Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.
What It Is Automate your professional communication directly from Telegram using this powerful AI assistant built with n8n. This no code agent understands natural language and integrates seamless...
Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.
Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Personal Productivity, AI Chatbot use case.