Airbnb Telegram Agent - AI-powered accommodation search with voice support

Description

Welcome to my Airbnb Telegram Agent Workflow!
This workflow creates an intelligent Telegram bot that helps users search and find Airbnb accommodations using natural language queries and voice messages.

DISCLAIMER: This workflow only works with self-hosted n8n instances! You have to install the n8n-nodes-mcp-client Community Node!

What this workflow does
This workflow processes incoming Telegram messages (text or voice) and provides personalized Airbnb accommodation recommendations. The AI agent understands natural language queries, searches through Airbnb data using MCP tools, and returns mobile-optimized results with clickable links, prices, and key details.

Key Features:
Voice message support (speech-to-text and text-to-speech)
Conversation memory for context-aware responses
Mobile-optimized formatting for Telegram
Real-time Airbnb data access via MCP integration

This workflow has the following sequence:
Telegram Trigger - Receives incoming messages from users
Text or Voice Switch - Routes based on message type
Voice Processing (if applicable) - Downloads and transcribes voice messages
Text Preparation - Formats text input for the AI agent
Airbnb AI Agent - Core logic that:
Lists available MCP tools for Airbnb data
Executes searches with parsed parameters
Formats results for mobile display
Response Generation - Sends formatted text response
Voice Response (optional) - Creates and sends audio summary

Requirements:
Telegram Bot API**: Documentation
Create a bot via @BotFather on Telegram
Get bot token and configure webhook
OpenAI API**: Documentation
Used for speech transcription (Whisper)
Used for chat completion (GPT-4)
Used for text-to-speech generation
MCP Community Client Node**: Documentation
Custom integration for Airbnb data
Requires MCP server setup with Airbnb/Airtable connection
Provides tools for accommodation search and details

Important: You need to set up an MCP server with Airbnb data access. The workflow uses MCP tools to retrieve real accommodation data, so ensure your MCP server is properly configured with the Airtable/Airbnb integration.

Configuration Notes:
Update the Telegram chat ID in the trigger for your specific bot
Modify the system prompt in the Airbnb Agent for different use cases
The workflow supports both individual users and can be extended for group chats

Feel free to contact me via LinkedIn, if you have any questions!