🚀 Build an MCP Server from Scratch with FastAPI & WebSockets + Client AI agent with text-to-sql 😎✨

In this epic tutorial, we’ll guide you through every step of creating a 🔥 Model Context Protocol (MCP) server using FastAPI, WebSockets, Pydantic, and async/await in Python. Whether you’re building intelligent agents, real-time apps, or just geeking out on custom protocols, this video has everything you need! 🤖💬 Resources & Code: 🔗 GitHub Repo: https://github.com/samugit83/TheGradientPath/tree/master/MCPFromScratch What You’ll Learn: 🎯 MCP Fundamentals: Discover why a custom Model Context Protocol is the secret sauce for AI-driven clients, and how it standardizes communication between …