Weather Bot with OpenAI Agents SDK
LocalAbout Weather Bot with OpenAI Agents SDK
A Telegram weather bot for people who want current conditions through natural-language questions. It uses OpenAI Agents SDK with GPT-4o-mini and retrieves weather data from Open-Meteo.
Key features
- 01Answer weather queries in natural language
- 02Retrieve current weather from Open-Meteo
- 03Report temperature, conditions, and wind
- 04Format replies for Telegram
Use cases
- 01Ask for current weather in a city
- 02Check wind and temperature through Telegram
MCP support
Implements a simple MCP server with a `get_weather` tool that retrieves data from Open-Meteo for the bot's agent.
Configuration
Local server config is the same for every client. Copy it into your client’s MCP config file.
We haven’t collected a package or remote endpoint for this server. Follow the instructions in the project README.
Tools
Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.
Details
From the project READMEWeather Bot with OpenAI Agents SDK
A Telegram bot that provides real-time weather information using OpenAI's Agents SDK and Model Context Protocol (MCP). The bot can fetch current weather conditions for cities worldwide using natural language queries, powered by GPT-4o-mini model.
Features
- Real-time weather data using Open-Meteo API
- Natural language processing with OpenAI Agents SDK (GPT-4o-mini)
- Simple MCP server implementation for weather data retrieval
- Telegram-native message formatting
- Easy-to-use interface with simple weather queries
Technology Stack
- Python 3.11+
- OpenAI Agents SDK
- Model Context Protocol (MCP)
- python-telegram-bot
- Open-Meteo API (no API key required)
Quick Start
- Clone the repository:
git clone https://github.com/esakrissa/agents-sdk-telegram.git
cd agents-sdk-telegram
- Create and activate a virtual environment:
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
- Install dependencies:
pip install -r requirements.txt
- Create a .env file in the project root:
TELEGRAM_BOT_TOKEN=your_bot_token_here
OPENAI_API_KEY=your_openai_api_key_here
- Run the bot:
python main.py
Usage
Simply send a message to the bot asking about weather in any city:
what's the weather in Ubud?
The bot will respond with current weather conditions including:
- Temperature
- Weather conditions
- Wind speed
Architecture
OpenAI Agents SDK Integration
The bot uses OpenAI's Agents SDK with GPT-4o-mini model to process natural language queries and generate human-like responses. The Agent is configured with specific instructions for handling weather-related queries and maintaining conversation context.
Model Context Protocol (MCP)
The project implements a simple MCP server (weather_mcp.py) that provides the get_weather tool. This demonstrates how to:
- Create custom MCP tools
- Handle tool requests and responses
- Integrate external APIs (Open-Meteo) with MCP
License
MIT © Esa Krissa
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.