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README.md

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## **Learn MCP with Hands-on Code Examples in C#, Java, JavaScript, Rust, Python, and TypeScript**
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## 🧠 Overview of the Model Context Protocol Curriculum
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Welcome to your journey into the Model Context Protocol! If you've ever wondered how AI applications communicate with different tools and services, you're about to discover the elegant solution that's transforming how developers build intelligent systems.
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The **Model Context Protocol (MCP)** is a cutting-edge framework designed to standardize interactions between AI models and client applications. This open-source curriculum offers a structured learning path, complete with practical coding examples and real-world use cases, across popular programming languages including C#, Java, JavaScript, TypeScript, and Python.
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Think of MCP as a universal translator for AI applications - just like how USB ports let you connect any device to your computer, MCP lets AI models connect to any tool or service in a standardized way. Whether you're building your first chatbot or working on complex AI workflows, understanding MCP will give you the power to create more capable and flexible applications.
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Whether you're an AI developer, system architect, or software engineer, this guide is your comprehensive resource for mastering MCP fundamentals and implementation strategies.
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This curriculum is designed with patience and care for your learning journey. We'll start with simple concepts you already understand and gradually build your expertise through hands-on practice in your favorite programming language. Every step includes clear explanations, practical examples, and plenty of encouragement along the way.
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## 🔗 Official MCP Resources
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By the time you complete this journey, you'll have the confidence to build your own MCP servers, integrate them with popular AI platforms, and understand how this technology is reshaping the future of AI development. Let's begin this exciting adventure together!
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- 📘 [MCP Documentation](https://modelcontextprotocol.io/) – Detailed tutorials and user guides
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- 📜 [MCP Specification](https://modelcontextprotocol.io/docs/) – Protocol architecture and technical references
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- 📜 [Original MCP Specification](https://spec.modelcontextprotocol.io/) – Legacy technical references (may contain additional details)
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- 🧑‍💻 [MCP GitHub Repository](https://github.com/modelcontextprotocol) – Open-source SDKs, tools, and code samples
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- 🌐 [MCP Community](https://github.com/orgs/modelcontextprotocol/discussions) – Join discussions and contribute to the community
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### Official Documentation and Specifications
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## 🧭 MCP Curriculum Overview
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These resources become more valuable as your understanding grows, but don't feel pressured to read everything immediately. Start with the areas that interest you most!
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- 📘 [MCP Documentation](https://modelcontextprotocol.io/) – This is your go-to resource for step-by-step tutorials and user guides. The documentation is written with beginners in mind, providing clear examples you can follow along with at your own pace.
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- 📜 [MCP Specification](https://modelcontextprotocol.io/docs/) – Think of this as your comprehensive reference manual. As you work through the curriculum, you'll find yourself returning here to look up specific details and explore advanced features.
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- 📜 [Original MCP Specification](https://spec.modelcontextprotocol.io/) – This contains additional technical details that can be helpful for advanced implementations. It's there when you need it, but don't worry about it when you're starting out.
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- 🧑‍💻 [MCP GitHub Repository](https://github.com/modelcontextprotocol) – Here you'll find SDKs, tools, and code samples in multiple programming languages. It's like a treasure trove of practical examples and ready-to-use components.
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- 🌐 [MCP Community](https://github.com/orgs/modelcontextprotocol/discussions) – Join fellow learners and experienced developers in discussions about MCP. It's a supportive community where questions are welcome and knowledge is shared freely.
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## Learning Objectives
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By the end of this curriculum, you'll feel confident and excited about your new abilities. Here's what you'll achieve:
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**Understand MCP fundamentals**: You'll grasp what the Model Context Protocol is and why it's revolutionizing how AI applications work together, using analogies and examples that make sense.
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**Build your first MCP server**: You'll create a working MCP server in your preferred programming language, starting with simple examples and growing your skills step by step.
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**Connect AI models to real tools**: You'll learn how to bridge the gap between AI models and actual services, giving your applications powerful new capabilities.
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**Implement security best practices**: You'll understand how to keep your MCP implementations safe and secure, protecting both your applications and your users.
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**Deploy with confidence**: You'll know how to take your MCP projects from development to production, with practical deployment strategies that work in the real world.
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**Join the MCP community**: You'll become part of a growing community of developers who are shaping the future of AI application development.
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## Essential Background
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Before we dive into MCP specifics, let's make sure you feel comfortable with some foundational concepts. Don't worry if you're not an expert in these areas - we'll explain everything you need to know as we go!
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### Understanding Protocols (The Foundation)
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Think of a protocol like the rules for a conversation. When you call a friend, you both know to say "hello" when you answer, take turns speaking, and say "goodbye" when you're done. Computer programs need similar rules to communicate effectively.
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MCP is a protocol - a set of agreed-upon rules that help AI models and applications have productive "conversations" with tools and services. Just like how having conversation rules makes human communication smoother, having MCP makes AI application communication much more reliable and powerful.
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### Client-Server Relationships (How Programs Work Together)
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You already use client-server relationships every day! When you use a web browser (the client) to visit a website, you're connecting to a web server that sends you the page content. The browser knows how to ask for information, and the server knows how to respond.
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In MCP, we have a similar relationship: AI models act as clients that request information or actions, while MCP servers provide those capabilities. It's like having a helpful assistant (the server) that the AI can ask to perform specific tasks.
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### Why Standardization Matters (Making Things Work Together)
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Imagine if every car manufacturer used different shaped gas pumps - you'd need a different adapter for each car! Standardization means agreeing on common approaches so things work together seamlessly.
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MCP provides this standardization for AI applications. Instead of every AI model needing custom code to work with every tool, MCP creates a universal way for them to communicate. This means developers can build tools once and have them work with many different AI systems.
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## 🧭 Your Learning Path Overview
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Your MCP journey is carefully structured to build your confidence and skills progressively. Each phase introduces new concepts while reinforcing what you've already learned.
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### 🌱 Foundation Phase: Understanding the Basics (Modules 0-2)
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This is where your adventure begins! We'll introduce you to MCP concepts using familiar analogies and simple examples. You'll understand what MCP is, why it exists, and how it fits into the larger world of AI development.
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**Module 0 - Introduction to MCP**: We'll start by exploring what MCP is and why it's so important for modern AI applications. You'll see real-world examples of MCP in action and understand how it solves common problems developers face.
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**Module 1 - Core Concepts Explained**: Here you'll learn the essential building blocks of MCP. We'll use plenty of analogies and visual examples to make sure these concepts feel natural and understandable.
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**Module 2 - Security in MCP**: Security might sound intimidating, but we'll show you how MCP includes built-in safety features and teach you best practices that protect your applications from the start.
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### 🔨 Building Phase: Creating Your First Implementations (Module 3)
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Now the real fun begins! You'll get hands-on experience building actual MCP servers and clients. Don't worry - we'll start simple and guide you through every step.
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This module includes multiple hands-on guides that let you practice in your preferred programming language. You'll create your first server, build a client to connect to it, and even integrate with popular development tools like VS Code.
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Each guide includes complete code examples, troubleshooting tips, and explanations of why we make specific design choices. By the end of this phase, you'll have working MCP implementations you can be proud of!
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### 🚀 Growing Phase: Advanced Concepts and Real-World Application (Modules 4-5)
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With the basics mastered, you're ready to explore more sophisticated MCP features. We'll cover practical implementation strategies, debugging techniques, and advanced topics like multi-modal AI integration.
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You'll also learn how to scale your MCP implementations for production use and integrate with cloud platforms like Azure. These modules prepare you to build MCP solutions that can handle real-world demands.
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### 🌟 Mastery Phase: Community and Specialization (Modules 6-11)
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The final phase focuses on joining the MCP community and specializing in areas that interest you most. You'll learn how to contribute to open-source MCP projects, implement advanced authentication patterns, and build comprehensive database-integrated solutions.
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Module 11 deserves special mention - it's a complete 13-lab hands-on learning path that teaches you to build production-ready MCP servers with PostgreSQL integration. It's like a capstone project that brings together everything you've learned!
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### 📚 Complete Curriculum Structure
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### 💻 Sample Code Projects
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One of the most exciting parts of learning MCP is seeing your code skills develop progressively. We've designed our code examples to start simple and grow more sophisticated as your understanding deepens. Here's how we introduce concepts - with code that's easy to understand but demonstrates real MCP principles, you'll understand not just what this code does, but why it's structured this way and how it fits into larger MCP applications.
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#### Basic MCP Calculator Samples
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| Language | Description | Link |
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### Study Guide
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A comprehensive [Study Guide](./study_guide.md) is available to help you navigate this repository effectively. The guide includes:
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A comprehensive [Study Guide](./study_guide.md) is available to help you navigate this repository effectively. This visual curriculum map shows how all the topics connect and provides guidance on how to use the sample projects effectively. It's especially helpful if you're a visual learner who likes to see the big picture.
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The guide includes:
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- A visual curriculum map showing all topics covered
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- Detailed breakdown of each repository section
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- Guidance on how to use sample projects
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### Changelog
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We maintain a detailed [Changelog](./changelog.md) that tracks all significant updates to the curriculum materials, including:
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We maintain a detailed [Changelog](./changelog.md) that tracks all significant updates to the curriculum materials, so you can stay current with the latest improvements and additions.
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- New content additions
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- Structural changes
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- Feature improvements
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3. Exercises to build real MCP applications
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4. Extra resources for advanced learners
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## Events
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## On Demand Content
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### [MCP Dev Days July 2025](https://developer.microsoft.com/en-us/reactor/series/S-1563/)
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#### [➡️Watch on Demand - MCP Dev Days](https://developer.microsoft.com/en-us/reactor/series/S-1563/)
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#### [➡️Watch on Demand MCP Bootcamp | Brasil](https://developer.microsoft.com/en-us/reactor/series/S-1566/)
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#### [➡️Watch on Demand MCP Bootcamp | Spanish](https://developer.microsoft.com/en-us/reactor/series/S-1567/)
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### Let's Learn MCP with C# - Tutorial Series
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Let's learn about the Model Context Protocol (MCP), a cutting-edge framework designed to standardize interactions between AI models and client applications. Through this beginner-friendly session, we'll introduce you to MCP and guide you through creating your first MCP server.
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#### C#: [https://aka.ms/letslearnmcp-csharp](https://aka.ms/letslearnmcp-csharp)
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#### Java: [https://aka.ms/letslearnmcp-java](https://aka.ms/letslearnmcp-java)
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#### JavaScript: [https://aka.ms/letslearnmcp-javascript](https://aka.ms/letslearnmcp-javascript)
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#### Python: [https://aka.ms/letslearnmcp-python](https://aka.ms/letslearnmcp-python)
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## 🌟 Community Thanks
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## 🎓 Your MCP Journey Begins
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Congratulations! You've just taken the first step in an exciting journey that will expand your programming capabilities and connect you to the cutting edge of AI development.
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### What You've Already Accomplished
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By reading through this introduction, you've already begun building your MCP knowledge foundation. You understand what MCP is, why it matters, and how this curriculum will support your learning journey. That's a significant achievement and the beginning of your expertise in this important technology.
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### The Adventure Ahead
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As you progress through the modules, remember that every expert was once a beginner. The concepts that might seem complex now will become second nature as you practice and apply them. Each small step builds toward powerful capabilities that will serve you throughout your development career.
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### Your Support Network
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You're joining a community of learners and experts who are passionate about MCP and eager to help others succeed. Whether you're stuck on a coding challenge or excited to share a breakthrough, the community is here to support your journey.
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If you get stuck or have any questions about building AI apps. Join fellow learners and experienced developers in discussions about MCP. It's a supportive community where questions are welcome and knowledge is shared freely.
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[![Azure AI Foundry Discord](https://img.shields.io/badge/Discord-Azure_AI_Foundry_Community_Discord-blue?style=for-the-badge&logo=discord&color=5865f2&logoColor=fff)](https://aka.ms/foundry/discord)
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If you have product feedback or errors while building visit:
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[![Azure AI Foundry Developer Forum](https://img.shields.io/badge/GitHub-Azure_AI_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum)
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### Ready to Begin?
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Thanks to Microsoft Valued Professional [Shivam Goyal](https://www.linkedin.com/in/shivam2003/) for contributing important code samples.
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Your MCP adventure starts now! Begin with Module 0 to dive into your first hands-on MCP experiences, or explore the sample projects to see what you'll be building. Remember - every expert started exactly where you are now, and with patience and practice, you'll be amazed at what you can achieve.
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## 📜 License Information
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Welcome to the world of Model Context Protocol development. Let's build something amazing together!
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This content is licensed under the **MIT License**. For terms and conditions, see the [LICENSE](./LICENSE).
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## 🤝 Contributing to the Learning Community
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This curriculum grows stronger with contributions from learners like you! Whether you're fixing a typo, suggesting a clearer explanation, or adding a new example, your contributions help other beginners succeed.
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Thanks to Microsoft Valued Professional [Shivam Goyal](https://www.linkedin.com/in/shivam2003/) for contributing code samples.
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The contribution process is designed to be welcoming and supportive. Most contributions require a Contributor License Agreement (CLA), but the automated tools will guide you through the process smoothly.
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## 📜 Open Source Learning
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This entire curriculum is available under the MIT [LICENSE](./LICENSE), meaning you can use, modify, and share it freely. This supports our mission of making MCP knowledge accessible to developers everywhere.
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## 🤝 Contribution Guidelines
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For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or
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## 📂 Repository Structure
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---
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*Ready to start your MCP journey? Begin with [Module 00 - Introduction to MCP](./00-Introduction/README.md) and take your first steps into the world of Model Context Protocol development!*
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The repository is organized as follows:
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- **Core Curriculum (00-11)**: The main content organized in eleven sequential modules, including comprehensive database integration labs
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- **11-MCPServerHandsOnLabs/**: Complete 13-lab learning path for building production-ready MCP servers with PostgreSQL integration
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- **images/**: Diagrams and illustrations used throughout the curriculum
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- **translations/**: Multi-language support with automated translations
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- **translated_images/**: Localized versions of diagrams and illustrations
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- **study_guide.md**: Comprehensive guide to navigating the repository
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- **changelog.md**: Record of all significant changes to the curriculum materials
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- **mcp.json**: Configuration file for MCP specification
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- **CODE_OF_CONDUCT.md, LICENSE, SECURITY.md, SUPPORT.md**: Project governance documents
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## 🎒 Other Courses
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Our team produces other courses! Check out:
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- [Mastering GitHub Copilot for AI Paired Programming](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst)
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- [Mastering GitHub Copilot for C#/.NET Developers](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst)
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- [Choose Your Own Copilot Adventure](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst)
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## ™️ Trademark Notice
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This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
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trademarks or logos is subject to and must follow
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[Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/legal/intellectualproperty/trademarks/usage/general).
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Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
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Any use of third-party trademarks or logos is subject to those third-parties' policies.
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## Getting Help
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If you get stuck or have any questions about building AI apps, join:
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[![Azure AI Foundry Discord](https://img.shields.io/badge/Discord-Azure_AI_Foundry_Community_Discord-blue?style=for-the-badge&logo=discord&color=5865f2&logoColor=fff)](https://aka.ms/foundry/discord)
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If you have product feedback or errors while building visit:
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[![Azure AI Foundry Developer Forum](https://img.shields.io/badge/GitHub-Azure_AI_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum)
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