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Syllabus
MCP for Beginners— full course outline from your library.
MCP for Beginners
Orientation
MCP for Beginners — Syllabus
Introduction to MCP
Introduction to Model Context Protocol (MCP): Why It Matters for Scalable AI Applications
Core Concepts
MCP Core Concepts: Mastering the Model Context Protocol for AI Integration
Security
MCP Security: Comprehensive Protection for AI Systems
Getting Started: Servers, Clients and Hosts
03 Gettingstarted
Getting Started with MCP
Creating a client
Creating a client with LLM
Consuming a server from GitHub Copilot Agent mode
MCP Server with stdio Transport
HTTPS Streaming with Model Context Protocol (MCP)
Consuming a server from the AI Toolkit extension for Visual Studio Code
Example: Test server metadata
Deploying MCP Servers
Advanced server usage
Simple auth
Setting Up Popular MCP Host Clients
Debugging with MCP Inspector
Sampling - delegate features to the Client
MCP Apps
Practical Implementation
Practical Implementation
Pagination and Large Result Sets in MCP
Advanced Topics
Advanced Topics in MCP
Adversarial Multi-Agent Reasoning with MCP
Context Engineering: An Emerging Concept in the MCP Ecosystem
Model Context Protocol (MCP) Integration with Microsoft Foundry
Enterprise Integration
Multi-Modal Integration
MCP OAuth2 Demo
MCP Protocol Features Deep Dive
Model Context Protocol for Real-Time Web Search
Model Context Protocol for Real-Time Data Streaming
MCP Roots (Legacy Feature)
Routing in Model Context Protocol
Sampling in Model Context Protocol
Scalability and High-Performance MCP
MCP Security Best Practices - Advanced Implementation Guide
Securing AI Workflows: Entra ID Authentication for Model Context Protocol Servers
MCP Custom Transports - Advanced Implementation Guide
Lesson: Building a Web Search MCP Server
Community and Contributions
Community and Contributions
Lessons from Early Adopters
Lessons from Early Adopters
Development Best Practices
MCP Development Best Practices
Safe Retries for MCP Tools: A Reliability Sidecar Pattern
Case Studies
MCP in Action: Real-World Case Studies
Case Study: Connecting to the Microsoft Learn Docs MCP Server from a Client
Building an MCP Server with AI Toolkit
Streamlining AI Workflows: Building an MCP Server with Microsoft Foundry Toolkit
Module 1: Microsoft Foundry Toolkit Fundamentals
Module 2: MCP with Microsoft Foundry Toolkit Fundamentals
Module 3: Advanced MCP Development with Microsoft Foundry Toolkit
Module 4: Practical MCP Development - Custom GitHub Clone Server
Hands-On Labs: MCP Server with PostgreSQL
MCP Server with PostgreSQL - Complete Learning Guide
Introduction to MCP Database Integration
Core Architecture Concepts
Security and Multi-Tenancy
Environment Setup
Database Design and Schema
MCP Server Implementation
Tool Development
Semantic Search Integration
Testing and Debugging
VS Code Integration
Deployment Strategies
Monitoring and Observability
Best Practices and Optimization
Tooling
MCP Tooling
Using MCP Servers in the GitHub Copilot App
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