MCP-ChatBot
by muralianand12345
MCP-ChatBot is a versatile chatbot application that uses MCP (Modular Capability Protocol) to interact with multiple service backends. It demonstrates LLM interactions with external services like weather data, using a Streamlit-based frontend.
Last updated: N/A
What is MCP-ChatBot?
MCP-ChatBot is a containerized application that demonstrates the use of Modular Capability Protocol (MCP) to enable LLM interactions with external services. It includes a weather service backend and a Streamlit-based frontend for querying weather information through natural language.
How to use MCP-ChatBot?
To use MCP-ChatBot, first clone the repository, create an .env file with your API keys for OpenAI and WeatherAPI, and then launch the application using Docker Compose. Access the Streamlit UI at http://localhost:8501 and type natural language queries about the weather.
Key features of MCP-ChatBot
Containerized Architecture
Weather Service Integration
Streamlit UI
Extensible Design
GPT-4o Integration
Use cases of MCP-ChatBot
Querying real-time weather data using natural language
Demonstrating LLM interaction with external services
Building extensible chatbot applications with MCP
Integrating various service backends with a chatbot
FAQ from MCP-ChatBot
What is MCP?
What is MCP?
MCP stands for Modular Capability Protocol, a protocol for enabling LLM interactions with external services.
What are the prerequisites for running MCP-ChatBot?
What are the prerequisites for running MCP-ChatBot?
You need Docker, Docker Compose, a WeatherAPI key, and an OpenAI API key.
How do I add a new MCP server?
How do I add a new MCP server?
Create a new server file in the servers directory, add the new service to the docker-compose.yml file, and update the client.py to include the new server in the agent configuration.
What do I do if I get a 'Connection Failed' error?
What do I do if I get a 'Connection Failed' error?
Ensure that all services are up and running. The client has a retry mechanism, but if it fails, restart the application.
What if I get API Key Errors?
What if I get API Key Errors?
Verify that you've added valid API keys to the .env file.