This repository serves as a foundational boilerplate and learning environment for developers aiming to create specialized tools and servers that adhere to the Model Context Protocol (MCP). Built upon mcp-framework, it offers a clear project structure, an example tool, and command-line utilities to simplify the creation and management of custom components. The guide covers the full lifecycle, from tool development and local testing to publishing on npm and integrating with AI clients such as Claude Desktop, empowering users to extend the functionality of their AI assistants.