# ๐Ÿ™ แž˜แžผแžŒแžปแž› 4แŸ– แž€แžถแžšแžขแž—แžทแžœแžŒแŸ’แž MCP แž‡แžถแž€แŸ‹แžŸแŸ’แžแŸ‚แž„ - แž˜แŸ‰แžถแžŸแŸŠแžธแž“แžŸแŸ’แž‘แžพแžšแž…แž˜แŸ’แž›แž„ GitHub แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“ ![Duration](https://img.shields.io/badge/Duration-30_minutes-blue?style=flat-square) ![Difficulty](https://img.shields.io/badge/Difficulty-Intermediate-orange?style=flat-square) ![MCP](https://img.shields.io/badge/MCP-Custom%20Server-purple?style=flat-square&logo=github) ![VS Code](https://img.shields.io/badge/VS%20Code-Integration-blue?style=flat-square&logo=visualstudiocode) ![GitHub Copilot](https://img.shields.io/badge/GitHub%20Copilot-Agent%20Mode-green?style=flat-square&logo=github) > **โšก แž…แžถแž”แŸ‹แž•แŸ’แžแžพแž˜แž™แŸ‰แžถแž„แžšแž แŸแžŸแŸ–** แž”แž„แŸ’แž€แžพแžแž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แžŠแŸ‚แž›แžแŸ’แžšแŸ€แž˜แž‘แžปแž€แžŠแž›แŸ‹แž•แž›แžทแžแž€แž˜แŸ’แž˜ แžŠแŸ‚แž›แž”แž„แŸ’แž€ automatแŸ’แžšแž”แŸแžŸแž€แž€แž˜แŸ’แž˜แž…แž˜แŸ’แž›แž„แžƒแŸ’แž›แžนแž” GitHub แž“แžทแž„แž€แžถแžšแžšแžฝแž˜แž”แž‰แŸ’แž…แžผแž› VS Code แž€แŸ’แž“แžปแž„แžšแž™แŸˆแž–แŸแž›แžแŸ’แžšแžนแž˜ 30 แž“แžถแž‘แžธแž”แŸ‰แžปแžŽแŸ’แžŽแŸ„แŸ‡! ## ๐ŸŽฏ แž‚แŸ„แž›แžŠแŸ…แžšแŸ€แž“ แž“แŸ…แž…แžปแž„แž”แž‰แŸ’แž…แž”แŸ‹แž“แŸƒแž˜แž“แŸ’แž‘แžธแžšแž–แžทแžŸแŸ„แž’แž“แŸแž“แŸแŸ‡ แžขแŸ’แž“แž€แž“แžนแž„แžขแžถแž…แŸ– - โœ… แž”แž„แŸ’แž€แžพแžแž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“แžŸแž˜แŸ’แžšแžถแž”แŸ‹แžŠแŸ†แžŽแžพแžšแž€แžถแžšแžขแž—แžทแžœแžŒแŸ’แžแž“แŸแž€แŸ’แž“แžปแž„แž–แžทแž—แž–แž–แžทแž - โœ… แžขแž“แžปแžœแžแŸ’แžแž˜แžปแžแž„แžถแžšแž…แž˜แŸ’แž›แž„แžƒแŸ’แž›แžนแž” GitHub แžแžถแž˜แžšแž™แŸˆ MCP - โœ… แžšแžฝแž˜แž”แž‰แŸ’แž…แžผแž›แž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“แž‡แžถแž˜แžฝแž™ VS Code แž“แžทแž„ Agent Builder - โœ… แž”แŸ’แžšแžพแž˜แŸ‰แžผแž GitHub Copilot Agent แž‡แžถแž˜แžฝแž™แžงแž”แž€แžšแžŽแŸ MCP แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“ - โœ… แžŸแžถแž€แž›แŸ’แž”แž„ แž“แžทแž„แžŠแžถแž€แŸ‹แžฒแŸ’แž™แžŠแŸ†แžŽแžพแžšแž€แžถแžšแž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“แž€แŸ’แž“แžปแž„แž”แžšแžทแž™แžถแž€แžถแžŸแž•แž›แžทแžแž€แž˜แŸ’แž˜ ## ๐Ÿ“‹ แž›แž€แŸ’แžแžแžŽแŸ’แžŒแž˜แžปแž“แžแŸ’แžšแžผแžœแž˜แžถแž“ - แž”แžถแž“แž”แž‰แŸ’แž…แž”แŸ‹แž˜แž“แŸ’แž‘แžธแžšแž–แžทแžŸแŸ„แž’แž“แŸ 1-3 (แž˜แžผแž›แžŠแŸ’แž‹แžถแž“ แž“แžทแž„แž€แžถแžšแžขแž—แžทแžœแžŒแŸ’แžแž“แŸแžŠแŸ‚แž›แž˜แžถแž“แž‡แŸ†แž“แžถแž‰แžแŸ’แž–แžŸแŸ‹แžŸแž˜แŸ’แžšแžถแž”แŸ‹ MCP) - แž€แžถแžšแž‡แžถแžœ GitHub Copilot ([แž˜แžถแž“แž€แžถแžšแž…แžปแŸ‡แžˆแŸ’แž˜แŸ„แŸ‡แžŠแŸ„แž™แžฅแžแž‚แžทแžแžแŸ’แž›แŸƒ](https://github.com/github-copilot/signup)) - VS Code แž‡แžถแž˜แžฝแž™ Microsoft Foundry Toolkit แž“แžทแž„แž”แž“แŸ’แžแŸ‚แž˜ GitHub Copilot - แž€แž˜แŸ’แž˜แžœแžทแž’แžธ Git CLI แžแŸ’แžšแžผแžœแž”แžถแž“แžŠแŸ†แžกแžพแž„ แž“แžทแž„แžแŸ†แžšแžผแžœแžแžถแž˜ ## ๐Ÿ—๏ธ แžšแžผแž”แž˜แž“แŸ’แžแž‚แž˜แŸ’แžšแŸ„แž„ ### **แžœแžทแžœแžšแžŽแŸˆแžขแž—แžทแžœแžŒแŸ’แžแž“แŸแž€แŸ’แž“แžปแž„แž–แžทแž—แž–แž–แžทแž** แž‡แžถแžขแŸ’แž“แž€แžขแž—แžทแžœแžŒแŸ’แž แž™แžพแž„แž”แŸ’แžšแžพ GitHub แžขแŸ’แž“แž€แž…แž˜แŸ’แž›แž„แžƒแŸ’แž›แžนแž” แž“แžทแž„แž”แžพแž€แžœแžถโ€‹แž€แŸ’แž“แžปแž„ VS Code แžฌ VS Code Insiders แž‡แžถแž‰แžนแž€แž‰แžถแž”แŸ‹แŸ” แžŠแŸ†แžŽแžพแžšแž€แžถแžšแžŠแŸ„แž™แžŠแŸƒแž“แŸแŸ‡แž˜แžถแž“แŸ– 1. แž”แžพแž€แžแžพแž˜แŸ‰แžทแž“/แž”แž‰แŸ’แž‡แžถโ€‹แž‚แž˜แŸ’แžšแŸ„แž„ 2. แž’แŸ’แžœแžพแžŠแŸ†แžŽแžพแžšแž€แŸ’แž“แžปแž„แžแžแžŠแŸ‚แž›แž…แž„แŸ‹แž”แžถแž“ 3. แžšแŸ€แž”แž…แŸ†แž”แž‰แŸ’แž‡แžถ `git clone` 4. แž”แžพแž€ VS Code แž“แŸ…แž€แŸ’แž“แžปแž„แžแžแž…แž˜แŸ’แž›แž„ **แžŠแŸ†แžŽแŸ„แŸ‡แžŸแŸ’แžšแžถแž™ MCP แžšแž”แžŸแŸ‹แž™แžพแž„แž”แž‰แŸ’แž…แŸแž‰แž€แžถแžšแž„แžถแžšแž“แŸแŸ‡แž‡แžถโ€‹แž–แžถแž€แŸ’แž™แž”แž‰แŸ’แž‡แžถแž†แŸ’แž›แžถแžแžœแŸƒแžแŸ‚แž˜แžฝแž™!** ### **แžขแŸ’แžœแžธแžŠแŸ‚แž›แžขแŸ’แž“แž€แž“แžนแž„แž”แž„แŸ’แž€แžพแž** แž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ **GitHub Clone MCP** (`git_mcp_server`) แžŠแŸ‚แž›แž•แŸ’แžแž›แŸ‹แž‡แžผแž“แŸ– | แž›แž€แŸ’แžแžŽแŸˆแž–แžทแžŸแŸแžŸ | แžŸแŸแž…แž€แŸ’แžแžธแž–แžทแž–แžŽแŸŒแž“แžถ | แžขแžแŸ’แžแž”แŸ’แžšแž™แŸ„แž‡แž“แŸ | |---------|-------------|---------| | ๐Ÿ”„ **แž…แž˜แŸ’แž›แž„แžƒแŸ’แž›แžนแž”แž™แŸ‰แžถแž„แž†แŸ’แž›แžถแžแžœแŸƒ** | แž…แž˜แŸ’แž›แž„แžƒแŸ’แž›แžนแž” GitHub แž‡แžถแž˜แžฝแž™แž€แžถแžšแžแŸ’แžšแžฝแžแž–แžทแž“แžทแžแŸ’แž™ | แž€แžถแžšแžแŸ’แžšแžฝแžแž–แžทแž“แžทแžแŸ’แž™แž€แŸ†แž แžปแžŸแžŠแŸ„แž™แžŸแŸ’แžœแŸแž™แž”แŸ’แžšแžœแžแŸ’แžแžท | | ๐Ÿ“ **แž‚แŸ’แžšแž”แŸ‹แž‚แŸ’แžšแž„แžแžแž†แŸ’แž›แžถแžแžœแŸƒ** | แž–แžทแž“แžทแžแŸ’แž™ แž“แžทแž„แž”แž„แŸ’แž€แžพแžแžแžแžŠแŸ„แž™แžŸแžปแžœแžแŸ’แžแžทแž—แžถแž– | แž€แžถแžšแž€แžถแžšแž–แžถแžšแž€แžถแžšแž›แžปแž”แžŠแŸ„แž™แž‚แŸ’แž˜แžถแž“แž…แŸแžแž“แžถ | | ๐Ÿš€ **แžšแžฝแž˜แž”แž‰แŸ’แž…แžผแž› VS Code แž›แžพแžœแŸแž‘แžทแž€แžถแž…แŸ’แžšแžพแž“** | แž”แžพแž€แž‚แž˜แŸ’แžšแŸ„แž„แž“แŸ…แž€แŸ’แž“แžปแž„ VS Code/Insiders | แž•แŸ’แž›แžถแžŸแŸ‹แž”แŸ’แžแžผแžšแžŠแŸ†แžŽแžพแžšแž€แžถแžšแž„แžถแžšแž™แŸ‰แžถแž„แžšแž›แžผแž“ | | ๐Ÿ›ก๏ธ **แžŠแŸ„แŸ‡แžŸแŸ’แžšแžถแž™แž€แŸ†แž แžปแžŸแž™แŸ‰แžถแž„แžšแžนแž„แž˜แžถแŸ†** | แžŠแŸ„แŸ‡แžŸแŸ’แžšแžถแž™แž”แž‰แŸ’แž แžถแž”แžŽแŸ’แžŠแžถแž‰ แžŸแžทแž‘แŸ’แž’แžท แž“แžทแž„แž•แŸ’แž›แžผแžœ | แž“แžนแž„แžšแžฝแž…แžšแžถแž›แŸ‹แžŸแž˜แŸ’แžšแžถแž”แŸ‹แž”แžšแžทแž™แžถแž€แžถแžŸแž•แž›แžทแžแž€แž˜แŸ’แž˜ | --- ## ๐Ÿ“– แžŸแŸแž…แž€แŸ’แžแžธแžขแž“แžปแžœแžแŸ’แžแžŠแŸ„แž™แž‡แŸ†แž แžถแž“ ### แž‡แŸ†แž แžถแž“ 1แŸ– แž”แž„แŸ’แž€แžพแž GitHub Agent แž€แŸ’แž“แžปแž„ Agent Builder 1. **แž”แžพแž€ Agent Builder** แžแžถแž˜แžšแž™แŸˆแž€แžถแžšแž”แž“แŸ’แžแŸ‚แž˜ Microsoft Foundry Toolkit 2. **แž”แž„แŸ’แž€แžพแžแž—แŸ’แž“แžถแž€แŸ‹แž„แžถแžšแžแŸ’แž˜แžธ** แž‡แžถแž˜แžฝแž™แž€แžถแžšแž”แž‰แŸ’แž‡แžถแž€แŸ‹แžแžถแž„แž€แŸ’แžšแŸ„แž˜แŸ– ``` Agent Name: GitHubAgent ``` 3. **แž…แžถแž”แŸ‹แž•แŸ’แžแžพแž˜แž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“:** - แž‘แŸ…แž€แžถแž“แŸ‹ **แžงแž”แž€แžšแžŽแŸ** โ†’ **แž”แž“แŸ’แžแŸ‚แž˜แžงแž”แž€แžšแžŽแŸ** โ†’ **แž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP** - แž‡แŸ’แžšแžพแžŸ **"แž”แž„แŸ’แž€แžพแžแž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แžแŸ’แž˜แžธ"** - แž‡แŸ’แžšแžพแžŸ **แž‚แŸ†แžšแžผ Python** แžŠแžพแž˜แŸ’แž”แžธแž˜แžถแž“แž—แžถแž–แž„แžถแž™แžŸแŸ’แžšแžฝแž›แž”แŸ†แž•แžปแž - **แžˆแŸ’แž˜แŸ„แŸ‡แž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ:** `git_mcp_server` ### แž‡แŸ†แž แžถแž“ 2แŸ– แž€แŸ†แžŽแžแŸ‹แž˜แŸ‰แžผแž GitHub Copilot Agent 1. **แž”แžพแž€ GitHub Copilot** แž€แŸ’แž“แžปแž„ VS Code (Ctrl/Cmd + Shift + P โ†’ "GitHub Copilot: Open") 2. **แž‡แŸ’แžšแžพแžŸแž˜แŸ‰แžผแžแž—แŸ’แž“แžถแž€แŸ‹แž„แžถแžš** แž“แŸ…แž€แŸ’แž“แžปแž„แž…แŸ†แžŽแžปแž…แž”แŸ’แžšแž‘แžถแž€แŸ‹ Copilot 3. **แž‡แŸ’แžšแžพแžŸแž˜แŸ‰แžผแž Claude 3.7** แžŸแž˜แŸ’แžšแžถแž”แŸ‹แžŸแž˜แžแŸ’แžแž—แžถแž–แž‚แžทแžแžšแžฟแž„แž€แžพแž“แžกแžพแž„ 4. **แž”แžพแž€แžšแžฝแž˜แž”แž‰แŸ’แž…แžผแž› MCP** แžŸแž˜แŸ’แžšแžถแž”แŸ‹แž€แžถแžšแž…แžผแž›แž”แŸ’แžšแžพแžงแž”แž€แžšแžŽแŸ > **๐Ÿ’ก แž€แŸ’แž”แžฝแž“แžŽแŸ‚แž“แžถแŸ†แŸ–** Claude 3.7 แž•แŸ’แžŠแž›แŸ‹แž“แžผแžœแž€แžถแžšแž™แž›แŸ‹แžŠแžนแž„แž›แŸ’แžขแž”แŸ†แž•แžปแžแžขแŸ†แž–แžธแžŠแŸ†แžŽแžพแžšแž€แžถแžšแžขแž—แžทแžœแžŒแŸ’แžแž“แŸ แž“แžทแž„แž›แŸ†แž“แžถแŸ†แžŠแŸ„แŸ‡แžŸแŸ’แžšแžถแž™แž€แŸ†แž แžปแžŸแŸ” ### แž‡แŸ†แž แžถแž“ 3แŸ– แžขแž“แžปแžœแžแŸ’แžแž˜แžปแžแž„แžถแžš MCP Server แžŸแŸ†แžแžถแž“แŸ‹แŸ— **แž”แŸ’แžšแžพแž”แŸ’แžšแž’แžถแž“แž”แž‘แž›แž˜แŸ’แžขแžทแžแžแžถแž„แž€แŸ’แžšแŸ„แž˜แž‡แžถแž˜แžฝแž™แž˜แŸ‰แžผแž GitHub Copilot AgentแŸ–** ``` Create two MCP tools with the following comprehensive requirements: ๐Ÿ”ง TOOL A: clone_repository Requirements: - Clone any GitHub repository to a specified local folder - Return the absolute path of the successfully cloned project - Implement comprehensive validation: โœ“ Check if target directory already exists (return error if exists) โœ“ Validate GitHub URL format (https://github.com/user/repo) โœ“ Verify git command availability (prompt installation if missing) โœ“ Handle network connectivity issues โœ“ Provide clear error messages for all failure scenarios ๐Ÿš€ TOOL B: open_in_vscode Requirements: - Open specified folder in VS Code or VS Code Insiders - Cross-platform compatibility (Windows/Linux/macOS) - Use direct application launch (not terminal commands) - Auto-detect available VS Code installations - Handle cases where VS Code is not installed - Provide user-friendly error messages Additional Requirements: - Follow MCP 1.9.3 best practices - Include proper type hints and documentation - Implement logging for debugging purposes - Add input validation for all parameters - Include comprehensive error handling ``` ### แž‡แŸ†แž แžถแž“ 4แŸ– แžŸแžถแž€แž›แŸ’แž”แž„แž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แžšแž”แžŸแŸ‹แžขแŸ’แž“แž€ #### 4a. แžŸแžถแž€แž›แŸ’แž”แž„แž€แŸ’แž“แžปแž„ Agent Builder 1. **แž…แžถแž”แŸ‹แž•แŸ’แžแžพแž˜แž€แžถแžšแž€แŸ†แžŽแžแŸ‹ debug** แžŸแž˜แŸ’แžšแžถแž”แŸ‹ Agent Builder 2. **แž€แŸ†แžŽแžแŸ‹แž—แŸ’แž“แžถแž€แŸ‹แž„แžถแžšแžšแž”แžŸแŸ‹แžขแŸ’แž“แž€แž‡แžถแž˜แžฝแž™แž”แŸ’แžšแž’แžถแž“แž”แž‘แž”แŸ’แžšแž–แŸแž“แŸ’แž’แžแžถแž„แž€แŸ’แžšแŸ„แž˜:** ``` SYSTEM_PROMPT: You are my intelligent coding repository assistant. You help developers efficiently clone GitHub repositories and set up their development environment. Always provide clear feedback about operations and handle errors gracefully. ``` 3. **แžŸแžถแž€แž›แŸ’แž”แž„แž‡แžถแž˜แžฝแž™แžŸแŸ’แžแžถแž“แž€แžถแžšแžŽแŸแžขแŸ’แž“แž€แž”แŸ’แžšแžพแž”แŸ’แžšแžถแžŸแŸ‹แž‡แžถแž€แŸ‹แžŸแŸ’แžแŸ‚แž„แŸ–** ``` USER_PROMPT EXAMPLES: Scenario : Basic Clone and Open "Clone {Your GitHub Repo link such as https://github.com/kinfey/GHCAgentWorkshop } and save to {The global path you specify}, then open it with VS Code Insiders" ``` ![Agent Builder Testing](../../../../translated_images/km/DebugAgent.81d152370c503241.webp) **แž›แž‘แŸ’แž’แž•แž›แžŠแŸ‚แž›แžšแŸ†แž–แžนแž„แž‘แžปแž€:** - โœ… แž…แž˜แŸ’แž›แž„แžŠแŸ„แž™แž‡แŸ„แž‚แž‡แŸแž™แž‡แžถแž˜แžฝแž™แž€แžถแžšแž”แž‰แŸ’แž‡แžถแž€แŸ‹แž•แŸ’แž›แžผแžœ - โœ… แž”แžพแž€ VS Code แžŠแŸ„แž™แžŸแŸ’แžœแŸแž™แž”แŸ’แžšแžœแžแŸ’แžแžท - โœ… แžŸแžถแžšโ€‹แž€แŸ†แž แžปแžŸโ€‹แž”แž„แŸ’แž แžถแž‰โ€‹แž‡แžถแž€แŸ‹แž›แžถแž€แŸ‹โ€‹แžŸแž˜แŸ’แžšแžถแž”แŸ‹แžŸแŸ’แžแžถแž“แž€แžถแžšแžŽแŸแž˜แžทแž“แžแŸ’แžšแžนแž˜แžแŸ’แžšแžผแžœ - โœ… แžŠแŸ„แŸ‡แžŸแŸ’แžšแžถแž™แž”แž‰แŸ’แž แžถแž€แŸ’แžšแŸ…แž”แŸ’แžšแž–แŸแž“แŸ’แž’แž”แžถแž“แžแŸ’แžšแžนแž˜แžแŸ’แžšแžผแžœ #### 4b. แžŸแžถแž€แž›แŸ’แž”แž„แž€แŸ’แž“แžปแž„ MCP Inspector ![MCP Inspector Testing](../../../../translated_images/km/DebugInspector.eb5c95f94c69a8ba.webp) --- **๐ŸŽ‰แžขแž”แžขแžšแžŸแžถแž‘แžš!** แžขแŸ’แž“แž€แž”แžถแž“แž”แž„แŸ’แž€แžพแžแž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แž‡แžถแž€แŸ‹แžŸแŸ’แžแŸ‚แž„ แžŠแŸ‚แž›แžแŸ’แžšแŸ€แž˜แžŸแž˜แŸ’แžšแžถแž”แŸ‹แž•แž›แžทแžแž€แž˜แŸ’แž˜ แžŠแžพแž˜แŸ’แž”แžธแžŠแŸ„แŸ‡แžŸแŸ’แžšแžถแž™แž”แž‰แŸ’แž แžถแžšแž”แžŸแŸ‹แžŠแŸ†แžŽแžพแžšแž€แžถแžšแžขแž—แžทแžœแžŒแŸ’แžแž“แŸแž–แžทแžแž”แŸ’แžšแžถแž€แžŠแŸ” แž˜แŸ‰แžถแžŸแŸŠแžธแž“แžŸแŸ’แž‘แžพแžšแž…แž˜แŸ’แž›แž„ GitHub แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“แžšแž”แžŸแŸ‹แžขแŸ’แž“แž€แž”แž„แŸ’แž แžถแž‰แž–แžธแžแžถแž˜แž–แž›แžšแž”แžŸแŸ‹ MCP แž€แŸ’แž“แžปแž„แž€แžถแžšแž‡แžฝแž™แžŸแŸ’แžœแŸแž™แž”แŸ’แžšแžœแžแŸ’แžแžท แž“แžทแž„แž”แž“แŸ’แžแŸ‚แž˜แž•แž›แžทแžแž—แžถแž–แžšแž”แžŸแŸ‹แžขแŸ’แž“แž€แžขแž—แžทแžœแžŒแŸ’แžแž“แŸแŸ” ### ๐Ÿ† แžŸแž˜แžทแž‘แŸ’แž’แžทแž•แž›แžŠแŸ‚แž›แž‘แž‘แžฝแž›แž”แžถแž“แŸ– - โœ… **แžขแŸ’แž“แž€แžขแž—แžทแžœแžŒแŸ’แž MCP** - แž”แž„แŸ’แž€แžพแžแž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“ - โœ… **แžขแŸ’แž“แž€แž”แž„แŸ’แž€แžพแžแžŠแŸ†แžŽแžพแžšแž€แžถแžšแžŸแŸ’แžœแŸแž™แž”แŸ’แžšแžœแžแŸ’แžแžท** - แž”แž‰แŸ’แž…แŸแž‰แžŠแŸ†แžŽแžพแžšแž€แžถแžšแžขแž—แžทแžœแžŒแŸ’แžแž“แŸแž”แžถแž“แžšแž›แžผแž“ - โœ… **แž‡แŸ†แž“แžถแž‰แžšแžฝแž˜แž”แž‰แŸ’แž…แžผแž›** - แž”แŸ’แžšแžแžทแž”แžแŸ’แžแžทแž€แžถแžšแž…แŸ’แžšแžพแž“แžšแžฝแž˜แž‚แŸ’แž“แžถ - โœ… **แžแŸ’แžšแŸ€แž˜แž•แž›แžทแžแž€แž˜แŸ’แž˜** - แž”แž„แŸ’แž€แžพแžแžŠแŸ†แžŽแŸ„แŸ‡แžŸแŸ’แžšแžถแž™แž€แŸ’แžšแŸ„แž™แž€แžถแžšแž•แž›แžทแž --- ## ๐ŸŽ“ แž”แž‰แŸ’แž…แž”แŸ‹แž€แž˜แŸ’แž˜แžœแžทแž’แžธแž”แžŽแŸ’แžŠแžปแŸ‡แž”แžŽแŸ’แžŠแžถแž›แŸ– แž’แŸ’แžœแžพแžŠแŸ†แžŽแžพแžšแž‡แžถแž˜แžฝแž™ Model Context Protocol **แžŸแžผแž˜แž”แŸ‰แžถแžœแž…แŸแŸ‡แžแŸ’แž›แžพแž˜,** แžŸแžผแž˜แžขแž”แžขแžšแžŸแžถแž‘แžšแž…แŸ†แž–แŸ„แŸ‡แž€แžถแžšแž”แž‰แŸ’แž…แž”แŸ‹แž˜แžผแžŒแžปแž›แž‘แžถแŸ†แž„แž”แžฝแž“แž“แŸƒแž‚แž“แŸ’แž›แž„แž”แžŽแŸ’แžŠแžปแŸ‡แž”แžŽแŸ’แžŠแžถแž› Model Context Protocol! แžขแŸ’แž“แž€แž”แžถแž“แž†แŸ’แž–แŸ„แŸ‡แž˜แž€แž†แŸ’แž„แžถแž™แž–แžธแž€แžถแžšแž™แž›แŸ‹แžŠแžนแž„แž˜แžผแž›แžŠแŸ’แž‹แžถแž“แž“แŸƒ Microsoft Foundry Toolkit แž‘แŸ…แžŠแž›แŸ‹แž€แžถแžšแž”แž„แŸ’แž€แžพแžแž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แžŸแž˜แŸ’แžšแžถแž”แŸ‹แž•แž›แžทแžแž€แž˜แŸ’แž˜ แžŠแŸ‚แž›แžŠแŸ„แŸ‡แžŸแŸ’แžšแžถแž™แž”แž‰แŸ’แž แžถแž•แŸ’แž“แŸ‚แž€แžขแž—แžทแžœแžŒแŸ’แžแž“แŸแž–แžทแžแž”แŸ’แžšแžถแž€แžŠแŸ” ### ๐Ÿš€ แžŸแž„แŸ’แžแŸแž”แž•แŸ’แž›แžผแžœแžšแŸ€แž“แžšแž”แžŸแŸ‹แžขแŸ’แž“แž€แŸ– **[Module 1](../lab1/README.md)**แŸ– แžขแŸ’แž“แž€แž”แžถแž“แž…แžถแž”แŸ‹แž•แŸ’แžแžพแž˜แžŠแŸ„แž™แžŸแŸ’แžœแŸ‚แž„แž™แž›แŸ‹แž˜แžผแž›แžŠแŸ’แž‹แžถแž“ Microsoft Foundry Toolkit แž€แžถแžšแž’แŸ’แžœแžพแžแŸแžŸแŸ’แžแž˜แŸ‰แžผแžŒแŸ‚แž› แž“แžทแž„แž”แž„แŸ’แž€แžพแžแž—แŸ’แž“แžถแž€แŸ‹แž„แžถแžšแž แŸŠแžปแž“ AI แžŠแŸ†แž”แžผแž„แžšแž”แžŸแŸ‹แžขแŸ’แž“แž€แŸ” **[Module 2](../lab2/README.md)**แŸ– แžขแŸ’แž“แž€แž”แžถแž“แžšแŸ€แž“แžขแžแŸ’แžแž”แž‘ MCP, แžšแžฝแž˜แž”แž‰แŸ’แž…แžผแž› Playwright MCP แž“แžทแž„แž”แž„แŸ’แž€แžพแžแž—แŸ’แž“แžถแž€แŸ‹แž„แžถแžšแžšแžผแž”แž˜แž“แŸ’แžแžœแŸ‰แžทแž”แž„แžถแžšแŸ” **[Module 3](../lab3/README.md)**แŸ– แžขแŸ’แž“แž€แž”แžถแž“แž€แŸ†แžŽแžแŸ‹แž‘แžนแž€แžŠแžธแž‘แŸ…แž€แžถแžšแžขแž—แžทแžœแžŒแŸ’แžแž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“แž‡แžถแž˜แžฝแž™แž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ Weather MCP แž“แžทแž„แž…แŸแŸ‡แž”แŸ’แžšแžพแžงแž”แž€แžšแžŽแŸแžŠแŸ„แŸ‡แžŸแŸ’แžšแžถแž™แž”แž‰แŸ’แž แžถแŸ” **[Module 4](../lab4/README.md)**แŸ– แžฅแžกแžผแžœแž“แŸแŸ‡ แžขแŸ’แž“แž€แž”แžถแž“แžขแž“แžปแžœแžแŸ’แžแž‚แŸ’แžšแž”แŸ‹แž™แŸ‰แžถแž„แžŠแžพแž˜แŸ’แž”แžธแž”แž„แŸ’แž€แžพแžแžงแž”แž€แžšแžŽแŸแž”แž„แŸ’แž€แžพแžแž€แž˜แŸ’แž˜แžœแžทแž’แžธแžŸแŸ’แžœแŸแž™แž”แŸ’แžšแžœแžแŸ’แžแžทแž‡แžถแž€แŸ‹แžŸแŸ’แžแŸ‚แž„แžŸแž˜แŸ’แžšแžถแž”แŸ‹แž‚แž˜แŸ’แžšแŸ„แž„แžƒแŸ’แž›แžนแž” GitHubแŸ” ### ๐ŸŒŸ แžขแŸ’แžœแžธแžŠแŸ‚แž›แžขแŸ’แž“แž€แž”แžถแž“แžŸแŸ’แž‚แžถแž›แŸ‹แŸ– - โœ… **Microsoft Foundry Toolkit**แŸ– แž˜แŸ‰แžผแžŒแŸ‚แž› แž—แŸ’แž“แžถแž€แŸ‹แž„แžถแžšแž“แžทแž„แž‚แŸ†แžšแžผแžšแžฝแž˜แž”แž‰แŸ’แž…แžผแž› - โœ… **แžŸแŸ†แžŽแžปแŸ† MCP**แŸ– แžšแž…แž“แžถแžŸแž˜แŸ’แž–แŸแž“แŸ’แž’แž˜แŸ‰แžถแžŸแŸŠแžธแž“แžขแžแžทแžแžทแž‡แž“-แž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ, แž–แžทแž’แžธแž€แžถแžšแž•แŸ’แž‘แŸแžš แž“แžทแž„แžŸแžปแžœแžแŸ’แžแžทแž—แžถแž– - โœ… **แžงแž”แž€แžšแžŽแŸแžขแž—แžทแžœแžŒแŸ’แžแž“แŸ**แŸ– แž–แžธ Playground แž‘แŸ… Inspector แž“แžทแž„แžŠแžถแž€แŸ‹แž€แž˜แŸ’แž˜แžœแžทแž’แžธแž‘แŸ…แž•แž›แžทแžแž€แž˜แŸ’แž˜ - โœ… **แžขแž—แžทแžœแžŒแŸ’แžแž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“**แŸ– แž”แž„แŸ’แž€แžพแž แžŸแžถแž€แž›แŸ’แž”แž„ แž“แžทแž„แžŠแžถแž€แŸ‹แž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“ - โœ… **แžขแž“แžปแžœแžแŸ’แžแž‡แžถแž€แŸ‹แžŸแŸ’แžแŸ‚แž„**แŸ– แžŠแŸ„แŸ‡แžŸแŸ’แžšแžถแž™แž”แž‰แŸ’แž แžถแžŠแŸ†แžŽแžพแžšแž€แžถแžšแž–แžทแžแž”แŸ’แžšแžถแž€แžŠแž‡แžถแž˜แžฝแž™ AI ### ๐Ÿ”ฎ แž‡แŸ†แž แžถแž“แž”แž“แŸ’แž‘แžถแž”แŸ‹แžšแž”แžŸแŸ‹แžขแŸ’แž“แž€แŸ– 1. **แž”แž„แŸ’แž€แžพแžแž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แž•แŸ’แž‘แžถแž›แŸ‹แžแŸ’แž›แžฝแž“**แŸ– แžขแž“แžปแžœแžแŸ’แžแž‡แŸ†แž“แžถแž‰แž‘แžถแŸ†แž„แž“แŸแŸ‡แžŠแžพแž˜แŸ’แž”แžธแž”แž„แŸ’แž€แžพแžแžŠแŸ†แžŽแžพแžšแž€แžถแžšแžขแŸ’แž“แž€แž•แŸ’แž‘แžถแž›แŸ‹ 2. **แž…แžผแž›แžšแžฝแž˜แžŸแž แž‚แž˜แž“แŸ MCP**แŸ– แž…แŸ‚แž€แžšแŸ†แž›แŸ‚แž€แž€แžถแžšแž”แž„แŸ’แž€แžพแžแžšแž”แžŸแŸ‹แžขแŸ’แž“แž€ แž“แžทแž„แžŸแŸ’แžœแŸ‚แž„แž™แž›แŸ‹แž–แžธแžขแŸ’แž“แž€แžŠแž‘แŸƒ 3. **แžŸแŸ’แžœแŸ‚แž„แž™แž›แŸ‹แž€แžถแžšแžšแžฝแž˜แž”แž‰แŸ’แž…แžผแž›แž€แž˜แŸ’แžšแžทแžแžแŸ’แž–แžŸแŸ‹**แŸ– แž—แŸ’แž‡แžถแž”แŸ‹แž˜แŸ‰แžถแžŸแŸŠแžธแž“แž˜แŸ MCP แž‘แŸ…แž”แŸ’แžšแž–แŸแž“แŸ’แž’แžŸแž แž‚แŸ’แžšแžถแžŸ 4. **แž…แžผแž›แžšแžฝแž˜แžขแŸ„แž™แž—แžถแž–แž”แŸ’แžšแžŸแžพแžš Open Source**แŸ– แž‡แžฝแž™แž€แžถแžšแž€แŸ‚แž›แž˜แŸ’แžขแžงแž”แž€แžšแžŽแŸ MCP แž“แžทแž„แžฏแž€แžŸแžถแžš แž…แžถแŸ†แž”แžถแž…แŸ‹ แžšแžถแž›แŸ‹แžœแž‚แŸ’แž‚แž”แžŽแŸ’แžŠแžปแŸ‡แž”แžŽแŸ’แžŠแžถแž›แž“แŸแŸ‡แž‚แžบแž‡แžถแž…แžถแž”แŸ‹แž•แŸ’แžแžพแž˜แž”แŸ‰แžปแžŽแŸ’แžŽแŸ„แŸ‡แŸ” แž‚แžฝแžšแžŸแž˜แž’แž“แž’แžถแž“ Model Context Protocol แž€แŸ†แž–แžปแž„แžšแžธแž€แž…แž˜แŸ’แžšแžพแž“แž™แŸ‰แžถแž„แž›แžฟแž“ แž แžพแž™แžฅแžกแžผแžœแž“แŸแŸ‡ แžขแŸ’แž“แž€แžšแžฝแž…แž‡แžถแžŸแŸ’แžšแŸแž…แžšแžฝแž…แžšแžถแž›แŸ‹แžŠแžพแž˜แŸ’แž”แžธแž“แŸ…แž‡แžถแž˜แžฝแž™แžœแžถแŸ” **แžขแžšแž‚แžปแžŽแžŸแž˜แŸ’แžšแžถแž”แŸ‹แž€แžถแžšแž…แžผแž›แžšแžฝแž˜ แž“แžทแž„แž€แžถแžšแž”แŸ’แžแŸแž‡แŸ’แž‰แžถแž…แžทแžแŸ’แžแž€แŸ’แž“แžปแž„แž€แžถแžšแžšแŸ€แž“!** แž™แžพแž„แžŸแž„แŸ’แžƒแžนแž˜แžแžถแžœแž‚แŸ’แž‚แž”แžŽแŸ’แžŠแžปแŸ‡แž”แžŽแŸ’แžŠแžถแž›แž“แŸแŸ‡แž”แžถแž“แž”แž„แŸ’แž€แžพแžแž˜แž‚แŸ’แž‚แžปแž‘แŸแžŸแž€แŸแžŠแŸ‚แž›แž“แžนแž„แž”แŸ†แž›แŸ‚แž„แžšแž”แŸ€แž”แžŠแŸ‚แž›แžขแŸ’แž“แž€แž”แž„แŸ’แž€แžพแž แž“แžทแž„แž’แŸ’แžœแžพแž€แžถแžšโ€‹แž‡แžถแž˜แžฝแž™แžงแž”แž€แžšแžŽแŸ AI แž€แŸ’แž“แžปแž„แž€แžถแžšแž’แŸ’แžœแžพแžŠแŸ†แžŽแžพแžšแžขแž—แžทแžœแžŒแŸ’แžแžšแž”แžŸแŸ‹แžขแŸ’แž“แž€แŸ” **แžšแžธแž€แžšแžถแž™แž€แŸ’แž“แžปแž„แž€แžถแžšแžŸแžšแžŸแŸแžšแž€แžผแžŠ!** --- ## แžœแžถแž„แŸ’แžœแžถแž“แŸ‹แž”แž“แŸ’แž‘แžถแž”แŸ‹ แžขแž”แžขแžšแžŸแžถแž‘แžšแž…แŸ†แž–แŸ„แŸ‡แž€แžถแžšแž”แž‰แŸ’แž…แž”แŸ‹แž˜แž“แŸ’แž‘แžธแžšแž–แžทแžŸแŸ„แž’แž“แŸแž‘แžถแŸ†แž„แžขแžŸแŸ‹แž€แŸ’แž“แžปแž„แž˜แžผแžŒแžปแž› 10! - แžแŸ’แžšแžกแž”แŸ‹แž‘แŸ…แŸ– [Module 10 Overview](../README.md) - แž”แž“แŸ’แžแž‘แŸ…แŸ– [Module 11: MCP Server Hands-On Labs](../../11-MCPServerHandsOnLabs/README.md) --- **แž€แžถแžšแž”แžŠแžทแžŸแŸแž’**: แžฏแž€แžŸแžถแžšแž“แŸแŸ‡แžแŸ’แžšแžผแžœแž”แžถแž“แž”แž˜แŸ’แž›แŸ‚แž„แž—แžถแžŸแžถ แžŠแŸ„แž™แž”แŸ’แžšแžพแžŸแŸแžœแžถแž”แž˜แŸ’แž›แŸ‚แž„แž—แžถแžŸแžถ AI [Co-op Translator](https://github.com/Azure/co-op-translator)แŸ” แž‘แŸ„แŸ‡แž™แžพแž„แžแŸ’แž‰แžปแŸ†แž˜แžถแž“แž€แŸ’แžแžธแž”แŸ’แžšแžถแžแŸ’แž“แžถแžฑแŸ’แž™แž”แžถแž“แž…แŸ’แž”แžถแžŸแŸ‹แž›แžถแžŸแŸ‹ แžแŸ‚แžŸแžผแž˜แž™แž›แŸ‹แžŠแžนแž„แžแžถแž€แžถแžšแž”แž˜แŸ’แž›แŸ‚แž„แžŠแŸ„แž™แžŸแŸ’แžœแŸแž™แž”แŸ’แžšแžœแžแŸ’แžแžทแž€แŸแžขแžถแž…แž˜แžถแž“แž€แŸ†แž แžปแžŸแžฌแž—แžถแž–แž˜แžทแž“แžแŸ’แžšแžนแž˜แžแŸ’แžšแžผแžœแŸ” แžฏแž€แžŸแžถแžšแžŠแžพแž˜แž‡แžถแž—แžถแžŸแžถแž‘แžธแžแžถแŸ†แž„แž‚แžฝแžšแžแŸ’แžšแžผแžœแž”แžถแž“แž‚แŸแž”แŸ’แžšแžพแž‡แžถแž”แŸ’แžšแž—แž–แž…แŸ’แž”แžถแžŸแŸ‹แž›แžถแžŸแŸ‹แŸ” แžŸแž˜แŸ’แžšแžถแž”แŸ‹แž–แŸแžแŸŒแž˜แžถแž“แžŸแŸ†แžแžถแž“แŸ‹แŸ— แžŸแžผแž˜แžŽแŸ‚แž“แžถแŸ†แžฑแŸ’แž™แž”แŸ’แžšแžพแž”แŸ’แžšแžถแžŸแŸ‹แž€แžถแžšแž”แŸ’แžšแŸ‚แžŠแŸ„แž™แž˜แž“แžปแžŸแŸ’แžŸแž‡แŸ†แž“แžถแž‰แŸ” แž™แžพแž„แžแŸ’แž‰แžปแŸ†แž˜แžทแž“แž‘แž‘แžฝแž›แžแžปแžŸแžแŸ’แžšแžผแžœแž…แŸ†แž–แŸ„แŸ‡แž€แžถแžšแž™แž›แŸ‹แž…แŸ’แžšแžกแŸ† แžฌแž€แžถแžšแž”แž€แžŸแŸ’แžšแžถแž™แžแžปแžŸแž”แž“แŸ’แž‘แžถแž”แŸ‹แž–แžธแž€แžถแžšแž”แŸ’แžšแžพแž”แŸ’แžšแžถแžŸแŸ‹แž€แžถแžšแž”แž˜แŸ’แž›แŸ‚แž„แž“แŸแŸ‡แž“แŸ„แŸ‡แž‘แŸแŸ”