MCP Chatbot Integration

Example Use Cases

• 1

  Implement flexible chatbot solutions with custom LLM integrations

• 2

  Seamless interaction with external tools via MCP servers

• 3

  That require examples of integrating MCP with different LLMs in various response modes

Description

This repository demonstrates how to integrate the Model Context Protocol (MCP) with customized large language models (LLMs) such as Qwen, to create a powerful chatbot solution. It showcases the protocol's flexibility by allowing the LLMs to use external MCP server tools seamlessly, facilitating robust interactions. The project includes examples in different modes like single prompt, streaming, and interactive chat, as well as a Streamlit web application.