This repository is a tutorial for building Model Context Protocol (MCP) servers in Python. MCP is an open protocol that standardizes how LLMs connect to external tools and data sources. The guide walks through setting up a Python project with uv, installing the MCP SDK, and implementing a web search MCP server using the FastMCP framework. It covers the core MCP concepts including Resources, Prompts, Tools, and Transports (stdio and SSE).