Loading video player...
# Build an AI Developer Dashboard with Next.js 16 & MCP Integration | Complete Tutorial Learn how to build a powerful AI-powered developer dashboard using Next.js 16's built-in MCP (Model Context Protocol) server integration! In this comprehensive tutorial, I'll show you step-by-step how to create a dashboard that can analyze your Next.js applications, inspect routes, monitor cache hit ratios, track performance metrics, and more - all integrated with an AI chatbot. Testing Tool I use: https://www.testsprite.com/ https://github.com/MervinPraison/next-js-mcp-server-example https://mer.vin/2025/10/beginners-guide-hello-world-mcp-server-in-next-js/ https://nextjs.org/blog/next-16#nextjs-devtools-mcp ## š What You'll Learn - **Next.js 16 MCP Integration**: How to set up and configure MCP servers in Next.js 16 - **Building Custom MCP Tools**: Create tools that expose your application's internal state to AI assistants - **AI Dashboard Development**: Build a full-featured developer dashboard with real-time metrics - **Automated Testing Workflow**: Implement automated testing using TestSprite AI agent - **Error Analysis & Debugging**: Let AI automatically debug issues in your Next.js code ## š§ Key Features Covered ā Cache hit ratio monitoring ā Route inspection and analysis ā Average response time tracking ā Performance metrics dashboard ā Error detection and analysis ā AI-powered chatbot integration ā Automated testing and fixing workflow ## š What is MCP? MCP (Model Context Protocol) revolutionizes how LLMs interact with applications. Before MCP, you needed to create unique APIs for each LLM integration. After MCP, LLMs can automatically identify and interact with available tools - making the process fully automatic instead of manual! ## š ļø Tech Stack - **Next.js 16** - Latest version with built-in MCP support - **OpenAI GPT-4 Mini** - AI model for the chatbot - **AI SDK** - For seamless AI integration - **TestSprite** - Automated testing AI agent - **Windsurf** - AI-powered code editor integration ## š Tutorial Outline **Part 1: Basic Setup (0:14 - 4:28)** - Installing Next.js with MCP support - Enabling MCP server in configuration - Creating your first MCP endpoint - Adding AI integration - Building a simple chatbot UI **Part 2: Real-World Application (4:34 - 8:03)** - Understanding Next.js built-in MCP tools - Building an AI Developer Dashboard - Implementing route analysis - Adding performance monitoring - Creating cache analytics **Part 3: Testing & Automation (8:14 - 10:45)** - Integrating TestSprite for automated testing - Setting up MCP with your AI editor - Running comprehensive test suites - Fixing errors automatically with AI - Iterative improvement workflow ## šÆ Built-in Next.js MCP Tools The dashboard leverages these powerful built-in tools: - Real-time application state access - Runtime query capabilities - Page metadata retrieval - Route rendering inspection - Build error analysis - Runtime error detection - Server action inspection ## š” My Development Workflow 1. **Build** - Use AI-powered editors like Windsurf to generate application code 2. **Test** - Automatically test with TestSprite AI agent 3. **Fix** - AI analyzes test results and fixes issues automatically 4. **Iterate** - Keep the loop going for continuous improvement ## š Resources - Full source code (link in description) - Next.js 16 documentation - TestSprite - Start free testing (sponsor) - Compatible with: Cursor, Cline, Claude, VS Code, and more ## š Who This Tutorial Is For - Next.js developers wanting to leverage AI - Developers interested in MCP integration - Anyone building AI-powered developer tools - Teams looking to automate testing workflows ## š Results By the end of this tutorial, you'll have a fully functional AI developer dashboard that can: - Answer questions about your Next.js application - Automatically analyze code for errors - Provide performance insights - Monitor application health - Debug issues through natural language queries ## š Special Thanks Thanks to TestSprite for sponsoring this video and enabling seamless automated testing integration! ## š¬ Get Involved Have questions? Drop them in the comments below! Found this helpful? Like, share, and subscribe for more AI development tutorials! #NextJS #MCP #AI #WebDevelopment #Tutorial #JavaScript #OpenAI #DeveloperTools #Automation #Testing #NextJS16 --- **ā° Timestamps:** 0:00 - Introduction & Demo 2:14 - Basic Setup Guide 4:28 - Real-World Application Build 8:14 - Automated Testing with TestSprite 10:45 - Workflow & Conclusion **š Code & Links in Description** Build an AI-powered developer dashboard using **nextjs** and integrated **chatgpt** assistance. This tutorial guides you through setting up an MCP server, essential for modern **ai tools**. Enhance your **javascript** and **react** skills while diving into **ai coding** for practical **coding** applications.