The fast, Pythonic way to build MCP servers and clients. FastMCP is the standard framework for building MCP applications. The Model Context Protocol (MCP) provides a standardized way to …

FastMCP is the standard framework for building MCP applications, providing the fastest path from idea to production. The Model Context Protocol (MCP) is a standardized way to provide …

Dec 14, 2025 · FastMCP pioneered Python MCP development, and FastMCP 1.0 was incorporated into the official MCP SDK in 2024. This is FastMCP 2.0 — the actively …

Dec 3, 2025 · FastMCP makes it simple to bring your data, APIs, and tools into the world of AI through the Model Context Protocol. With just a few lines of Python, you can create powerful …

6 days ago · Building MCP servers with FastMCP 📺 Watch YouTube recording In the intro session of our Python + MCP series, we dive into the hottest technology of 2025: MCP (Model Context …

Jul 15, 2025 · In this tutorial, we will dive into FastMCP 2.0, a powerful framework that makes it easy to build our own MCP server with just a few lines of code. We will learn about the core …

Jun 30, 2025 · I recently explored the MCP (Model Context Protocol) course from Hugging Face and learned how to quickly spin up an MCP server using FastMCP.

The FastMCP class uses Python type hints and docstrings to automatically generate tool definitions, making it easy to create and maintain MCP tools.

Jun 6, 2025 · Step-by-step guide to building MCP servers with FastMCP v2. Covers tool definitions, server execution methods, and FastAPI integration.

Jun 20, 2025 · This is FastMCP 2.0, the actively maintained version that provides a complete toolkit for working with the MCP ecosystem. In this article, we’ll build a customer service MCP …