This project provides a framework for building chatbots that can leverage external tools through the Model Context Protocol (MCP). It includes a simple CLI chatbot interface and an example implementation that integrates with Markdown processing tools via MCP. The chatbot is compatible with custom LLMs, demonstrating MCP's ability to seamlessly connect language models with a variety of functionalities.