Create MCP Servers from Python Code in 10.5 Minutes

Become a high-paid AI engineer: https://www.skool.com/ai-engineer

FastAPI MCP library: https://github.com/tadata-org/fastapi_mcp

Learn how to quickly convert any Python REST API into an MCP server that AI models can directly interact with! This step-by-step tutorial shows you how to transform a simple REST API into an AI-accessible system using FastAPI MCP. I demonstrate how an AI Agent (GitHub Copilot) can seamlessly query and modify the database through the MCP interface, creating a powerful bridge between your backend systems and AI assistants. Perfect for developers looking to build AI-native applications or enhance existing services with AI capabilities.

Timestamps

0:00 Regular Python REST API Example

1:21 Converting REST API to MCP Server

3:56 Adding MCP to Copilot

7:07 Testing MCP with AI Agent