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Tech SkillsPython FastMCP Mastery
ai-engineeringIntermediate

Python FastMCP Mastery

Build AI-Powered Servers with Model Context Protocol

30 hours
32 lessons
8 modules
0 enrolled

Master FastMCP - the fast, Pythonic way to build MCP servers. Learn to create tools, resources, and prompts that connect AI models to your data and services. Every lesson includes hands-on Python code challenges.

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What you'll learn

  • Hands-on coding challenges
  • Real-world project examples
  • Interview preparation tips
  • Best practices & patterns
Certificate on completion
Interactive code challenges

Course Syllabus

🚀
Module 1

FastMCP Fundamentals

Get started with FastMCP - understand MCP architecture and build your first server

4 lessons

~90 min

1

Introduction to MCP

4 steps · 20 min

2

Installation & Setup

4 steps · 15 min

3

Your First MCP Server

4 steps · 25 min

4

MCP Inspector & Debugging

4 steps · 20 min

🔧
Module 2

Tools: Building AI Capabilities

Master the @mcp.tool decorator and build powerful functions for AI

4 lessons

~120 min

1

Tool Basics

4 steps · 25 min

2

Async Tools

4 steps · 30 min

3

Error Handling in Tools

4 steps · 25 min

4

Tool Context

4 steps · 30 min

📁
Module 3

Resources: Exposing Data

Learn to expose data to AI using @mcp.resource

4 lessons

~100 min

1

Resource Basics

4 steps · 25 min

2

URI Templates

4 steps · 25 min

3

File Resources

4 steps · 25 min

4

Database Resources

4 steps · 25 min

💬
Module 4

Prompts: Reusable Templates

Create reusable prompt templates with @mcp.prompt

4 lessons

~80 min

1

Prompt Basics

4 steps · 20 min

2

Multi-turn Prompts

4 steps · 20 min

3

Prompts with Resources

3 steps · 20 min

4

Dynamic Prompts

3 steps · 20 min

💉
Module 5

Dependency Injection

Use Depends() for runtime value injection

4 lessons

~80 min

1

Depends() Basics

3 steps · 20 min

2

Async Dependencies

2 steps · 20 min

3

Lifespan Events

2 steps · 20 min

4

Testing with DI

2 steps · 20 min

🔌
Module 6

MCP Clients

Build clients to connect to MCP servers

4 lessons

~80 min

1

Client Basics

2 steps · 20 min

2

Calling Tools

2 steps · 20 min

3

Reading Resources

2 steps · 20 min

4

Using Prompts

2 steps · 20 min

🚀
Module 7

Transports

Different ways to run MCP servers

4 lessons

~80 min

1

STDIO Transport

2 steps · 20 min

2

SSE Transport

2 steps · 20 min

3

HTTP Transport

2 steps · 20 min

4

WebSocket Transport

2 steps · 20 min

🏭
Module 8

Production & Advanced

Deploy and scale FastMCP servers

4 lessons

~100 min

1

Authentication

2 steps · 25 min

2

Middleware

2 steps · 25 min

3

Deployment

2 steps · 25 min

4

Final Project

3 steps · 30 min