mcp-for-beginners

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[**Join The Azure AI Foundry Discord and meet experts and fellow developers**](https://discord.com/invite/ByRwuEEgH4) ### 🌐 Multi-Language Support #### Supported via GitHub Action (Automated & Always Up-to-Date) [French](./translations/fr/README.md) | [Spanish](./translations/es/README.md) | [German](./translations/de/README.md) | [Russian](./translations/ru/README.md) | [Arabic](./translations/ar/README.md) | [Persian (Farsi)](./translations/fa/README.md) | [Urdu](./translations/ur/README.md) | [Chinese (Simplified)](./translations/zh/README.md) | [Chinese (Traditional, Macau)](./translations/mo/README.md) | [Chinese (Traditional, Hong Kong)](./translations/hk/README.md) | [Chinese (Traditional, Taiwan)](./translations/tw/README.md) | [Japanese](./translations/ja/README.md) | [Korean](./translations/ko/README.md) | [Hindi](./translations/hi/README.md) | [Bengali](./translations/bn/README.md) | [Marathi](./translations/mr/README.md) | [Nepali](./translations/ne/README.md) | [Punjabi (Gurmukhi)](./translations/pa/README.md) | [Portuguese (Portugal)](./translations/pt/README.md) | [Portuguese (Brazil)](./translations/br/README.md) | [Italian](./translations/it/README.md) | [Polish](./translations/pl/README.md) | [Turkish](./translations/tr/README.md) | [Greek](./translations/el/README.md) | [Thai](./translations/th/README.md) | [Swedish](./translations/sv/README.md) | [Danish](./translations/da/README.md) | [Norwegian](./translations/no/README.md) | [Finnish](./translations/fi/README.md) | [Dutch](./translations/nl/README.md) | [Hebrew](./translations/he/README.md) | [Vietnamese](./translations/vi/README.md) | [Indonesian](./translations/id/README.md) | [Malay](./translations/ms/README.md) | [Tagalog (Filipino)](./translations/tl/README.md) | [Swahili](./translations/sw/README.md) | [Hungarian](./translations/hu/README.md) | [Czech](./translations/cs/README.md) | [Slovak](./translations/sk/README.md) | [Romanian](./translations/ro/README.md) | [Bulgarian](./translations/bg/README.md) | [Serbian (Cyrillic)](./translations/sr/README.md) | [Croatian](./translations/hr/README.md) | [Slovenian](./translations/sl/README.md) | [Ukrainian](./translations/uk/README.md) | [Burmese (Myanmar)](./translations/my/README.md) # 🚀 Model Context Protocol (MCP) Curriculum for Beginners ## **Learn MCP with Hands-on Code Examples in C#, Java, JavaScript, Python, and TypeScript** ## 🧠 Overview of the Model Context Protocol Curriculum 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. Whether you're an AI developer, system architect, or software engineer, this guide is your comprehensive resource for mastering MCP fundamentals and implementation strategies. ## 🔗 Official MCP Resources - 📘 [MCP Documentation](https://modelcontextprotocol.io/) – Detailed tutorials and user guides - 📜 [MCP Specification](https://modelcontextprotocol.io/docs/) – Protocol architecture and technical references - 📜 [Original MCP Specification](https://spec.modelcontextprotocol.io/) – Legacy technical references (may contain additional details) - 🧑‍💻 [MCP GitHub Repository](https://github.com/modelcontextprotocol) – Open-source SDKs, tools, and code samples - 🌐 [MCP Community](https://github.com/orgs/modelcontextprotocol/discussions) – Join discussions and contribute to the community ## Join us for MCP Dev Days 29-30th July 2025 Get ready for two days of deep technical insight, community connection, and hands-on learning at MCP Dev Days, a virtual event dedicated to the Model Context Protocol (MCP) — the emerging standard that bridges AI models and the tools they rely on. ➡️ [Register for MCP Dev Days](https://developer.microsoft.com/en-us/reactor/series/S-1563/) You can watch MCP Dev Days by registering on our event page: https://aka.ms/mcpdevdays. From there, you’ll be able to join a live stream on YouTube or Twitch. All of the content is recorded and will be available afterwards on the Microsoft Developer YouTube channel. Source code for the demos will be available on GitHub too. ### Event Details - Dates: July 29 (Day 1) & July 30 (Day 2) - Time: 9:00 AM PST daily - Where: Online – join from anywhere! #### Day 1: MCP Productivity, DevTools, & Community: Is all about empowering developers to use MCP in their developer workflow and celebrating the amazing MCP community. We’ll be joined with community members and partners such as Arcade, Block, Okta, and Neon to see how they are collaborating with Microsoft to shape an open, extensible MCP ecosystem. Real-world demos across VS Code, Visual Studio, GitHub Copilot, and popular community tools Practical, context-driven dev workflows Community-led sessions and insights Whether you’re just getting started with MCP or already building with it, Day 1 will set the stage with inspiration and actionable takeaways. #### Day 2: Build MCP Servers with Confidence Is for MCP builders. We’ll go deep into implementation strategies and best practices for creating MCP servers and integrating MCP into your AI workflows. ### Topics include: - Building MCP Servers and integrating them into agent experiences - Prompt-driven development - Security best practices - Using building blocks like Functions, ACA, and API Management - Registry alignment and tooling (1P + 3P) If you’re a developer, tool builder, or AI product strategist, this day is packed with the insights you need to build scalable, secure, and future-ready MCP solutions. ## 🧭 MCP Curriculum Overview ### 📚 Complete Curriculum Structure | Module | Topic | Description | Link | |--------|-------|-------------|------| | **Module 1-3: Fundamentals** | | | | | 00 | Introduction to MCP | Overview of the Model Context Protocol and its significance in AI pipelines | [Read more](./00-Introduction/README.md) | | 01 | Core Concepts Explained | In-depth exploration of core MCP concepts | [Read more](./01-CoreConcepts/README.md) | | 02 | Security in MCP | Security threats and best practices | [Read more](./02-Security/README.md) | | 03 | Getting Started with MCP | Environment setup, basic servers/clients, integration | [Read more](./03-GettingStarted/README.md) | | **Module 3: Building Your First Server & Client** | | | | | 3.1 | First Server | Create your first MCP server | [Guide](./03-GettingStarted/01-first-server/README.md) | | 3.2 | First Client | Develop a basic MCP client | [Guide](./03-GettingStarted/02-client/README.md) | | 3.3 | Client with LLM | Integrate large language models | [Guide](./03-GettingStarted/03-llm-client/README.md) | | 3.4 | VS Code Integration | Consume MCP servers in VS Code | [Guide](./03-GettingStarted/04-vscode/README.md) | | 3.5 | SSE Server | Create servers using Server-Sent Events | [Guide](./03-GettingStarted/05-sse-server/README.md) | | 3.6 | HTTP Streaming | Implement HTTP streaming in MCP | [Guide](./03-GettingStarted/06-http-streaming/README.md) | | 3.7 | AI Toolkit | Use AI Toolkit with MCP | [Guide](./03-GettingStarted/07-aitk/README.md) | | 3.8 | Testing | Test your MCP server implementation | [Guide](./03-GettingStarted/08-testing/README.md) | | 3.9 | Deployment | Deploy MCP servers to production | [Guide](./03-GettingStarted/09-deployment/README.md) | | **Module 4-5: Practical & Advanced** | | | | | 04 | Practical Implementation | SDKs, debugging, testing, reusable prompt templates | [Read more](./04-PracticalImplementation/README.md) | | 05 | Advanced Topics in MCP | Multi-modal AI, scaling, enterprise use | [Read more](./05-AdvancedTopics/README.md) | | 5.1 | Azure Integration | MCP Integration with Azure | [Guide](./05-AdvancedTopics/mcp-integration/README.md) | | 5.2 | Multi-modality | Working with multiple modalities | [Guide](./05-AdvancedTopics/mcp-multi-modality/README.md) | | 5.3 | OAuth2 Demo | Implement OAuth2 authentication | [Guide](./05-AdvancedTopics/mcp-oauth2-demo/README.md) | | 5.4 | Root Contexts | Understand and implement root contexts | [Guide](./05-AdvancedTopics/mcp-root-contexts/README.md) | | 5.5 | Routing | MCP routing strategies | [Guide](./05-AdvancedTopics/mcp-routing/README.md) | | 5.6 | Sampling | Sampling techniques in MCP | [Guide](./05-AdvancedTopics/mcp-sampling/README.md) | | 5.7 | Scaling | Scale MCP implementations | [Guide](./05-AdvancedTopics/mcp-scaling/README.md) | | 5.8 | Security | Advanced security considerations | [Guide](./05-AdvancedTopics/mcp-security/README.md) | | 5.9 | Web Search | Implement web search capabilities | [Guide](./05-AdvancedTopics/web-search-mcp/README.md) | | 5.10 | Realtime Streaming | Build realtime streaming functionality | [Guide](./05-AdvancedTopics/mcp-realtimestreaming/README.md) | | 5.11 | Realtime Search | Implement realtime search | [Guide](./05-AdvancedTopics/mcp-realtimesearch/README.md) | | 5.12 | Entra ID Auth | Authentication with Microsoft Entra ID | [Guide](./05-AdvancedTopics/mcp-security-entra/README.md) | | 5.13 | Foundry Integration | Integrate with Azure AI Foundry | [Guide](./05-AdvancedTopics/mcp-foundry-agent-integration/README.md) | | 5.14 | Context Engineering | Techniques for effective context engineering | [Guide](./05-AdvancedTopics/mcp-contextengineering/README.md) | | **Module 6-10: Community & Best Practices** | | | | | 06 | Community Contributions | How to contribute to the MCP ecosystem | [Guide](./06-CommunityContributions/README.md) | | 07 | Insights from Early Adoption | Real-world implementation stories | [Guide](./07-LessonsFromEarlyAdoption/README.md) | | 08 | Best Practices for MCP | Performance, fault-tolerance, resilience | [Guide](./08-BestPractices/README.md) | | 09 | MCP Case Studies | Practical implementation examples | [Guide](./09-CaseStudy/README.md) | | 10 | Hands-on Workshop | Building an MCP Server with AI Toolkit | [Lab](./10-StreamliningAIWorkflowsBuildingAnMCPServerWithAIToolkit/README.md) | ### 💻 Sample Code Projects #### Basic MCP Calculator Samples | Language | Description | Link | |----------|-------------|------| | C# | MCP Server Example | [View Code](./03-GettingStarted/samples/csharp/README.md) | | Java | MCP Calculator | [View Code](./03-GettingStarted/samples/java/calculator/README.md) | | JavaScript | MCP Demo | [View Code](./03-GettingStarted/samples/javascript/README.md) | | Python | MCP Server | [View Code](./03-GettingStarted/samples/python/mcp_calculator_server.py) | | TypeScript | MCP Example | [View Code](./03-GettingStarted/samples/typescript/README.md) | #### Advanced MCP Implementations | Language | Description | Link | |----------|-------------|------| | C# | Advanced Sample | [View Code](./04-PracticalImplementation/samples/csharp/README.md) | | Java | Container App Example | [View Code](./04-PracticalImplementation/samples/java/containerapp/README.md) | | JavaScript | Advanced Sample | [View Code](./04-PracticalImplementation/samples/javascript/README.md) | | Python | Complex Implementation | [View Code](./04-PracticalImplementation/samples/python/mcp_sample.py) | | TypeScript | Container Sample | [View Code](./04-PracticalImplementation/samples/typescript/README.md) | ## 🎯 Prerequisites for Learning MCP To get the most out of this curriculum, you should have: - Basic knowledge of programming in at least one of the following languages: C#, Java, JavaScript, Python, or TypeScript - Understanding of client-server model and APIs - Familiarity with REST and HTTP concepts - (Optional) Background in AI/ML concepts - Joining our community discussions for support ## 📚 Study Guide & Resources This repository includes several resources to help you navigate and learn effectively: ### Study Guide A comprehensive [Study Guide](./study_guide.md) is available to help you navigate this repository effectively. The guide includes: - A visual curriculum map showing all topics covered - Detailed breakdown of each repository section - Guidance on how to use sample projects - Recommended learning paths for different skill levels - Additional resources to complement your learning journey ### Changelog We maintain a detailed [Changelog](./changelog.md) that tracks all significant updates to the curriculum materials, including: - New content additions - Structural changes - Feature improvements - Documentation updates ## 🛠️ How to Use This Curriculum Effectively Each lesson in this guide includes: 1. Clear explanations of MCP concepts 2. Live code examples in multiple languages 3. Exercises to build real MCP applications 4. Extra resources for advanced learners ## 🌟 Community Thanks Thanks to Microsoft Valued Professional [Shivam Goyal](https://www.linkedin.com/in/shivam2003/) for contributing important code samples. ## 📜 License Information This content is licensed under the **MIT License**. For terms and conditions, see the [LICENSE](./LICENSE). ## 🤝 Contribution Guidelines This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit <https://cla.opensource.microsoft.com>. When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA. This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments. ## 📂 Repository Structure The repository is organized as follows: - **Core Curriculum (00-10)**: The main content organized in ten sequential modules - **images/**: Diagrams and illustrations used throughout the curriculum - **translations/**: Multi-language support with automated translations - **translated_images/**: Localized versions of diagrams and illustrations - **study_guide.md**: Comprehensive guide to navigating the repository - **changelog.md**: Record of all significant changes to the curriculum materials - **mcp.json**: Configuration file for MCP specification - **CODE_OF_CONDUCT.md, LICENSE, SECURITY.md, SUPPORT.md**: Project governance documents ## 🎒 Other Courses Our team produces other courses! 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Authorized use of Microsoft trademarks or logos is subject to and must follow [Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/legal/intellectualproperty/trademarks/usage/general). Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos is subject to those third-parties' policies.