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📌 ✅ Best AI Tutorials:👉    • How to connect n8n Local with Outlook Emai...   🌱 Featured Learning Paths: 📌 Complete AI Engineer Bootcamp Course Playlist:    • 🤖Complete AI Engineer BOOTCAMP Course (for...   TIMESTAMP 00:00 - Model, Context, Protocol (MCP) Use Case 00:29 - MCP System Design & Architecture for KPI Dashboard (AI Agent) 00:44 - How to Install UV Python Package Manager 02:03 - Project setup for MCP + FastAPI + Claude Desktop Integration 04:02 - Understanding API Response Model (Data Schema) 05:13 - FastAPI Routes Setup 05:59 - Testing FastAPI Endpoints 06:32 - Initialize MCP Server 07:44 - MCP Helper Functions Implementation 11:01 - MCP Tools 14:26 - MCP Server Integration Testing 17:03 - MCP Server Review 19:04 - MCP + Claude Desktop Integration 20:57 - Demo (MCP + FastAPI + Claude) 23:27 - Bonus Info For Future AI Engineers Ever wanted to ask your application for business KPIs and get an instant response? In this tutorial, I'll show you how to build a custom MCP server with FastAPI, allowing you to chat directly with your data using AI like Claude. This video is your ultimate guide to turning your FastAPI data endpoints into powerful, conversational tools. We'll go from a basic API to a fully functioning chat integration where you can ask Claude about your Key Performance Indicators (KPIs) and get real-time answers right from your database. By the end of this tutorial, you will know how to: ✅ Set up a custom MCP (Model Context Protocol) server using Python. ✅ Integrate fastapi-mcp to automatically create AI tools from your API. ✅ Use FastAPI as a secure and reliable data source for Claude. ✅ Build a practical example to query business KPIs through a simple chat. This is the future of data analysis and AI integration. Start building today! 🔴 Subscribe for more tutorials on AI and Python development! #FastAPI #MCPServer #Claude #Python #AI #Developer MCP Server, FastAPI, Claude, Python, How to build an MCP Server, FastAPI Claude integration, FastAPI tutorial, Python MCP, Custom AI tools, Conversational AI, Claude AI, API Development, Data Integration, Real-time KPI, Large Language Models, AI Development, Python for AI, AI Assistant, fastapi-mcp, Chat with your data, AI Data Analyst, Tech Tutorial 2025 👋 Welcome to GivingbackAI's Official YouTube Channel. Are you curious about Artificial Intelligence and how it’s transforming our world? You’re in the right place! 🚀 On this channel, we explore: ✅ 🤖 AI tools, tips & tutorials ✅ 🧠 Machine learning, deep learning & generative AI ✅🔬 Real-world applications of AI in business, education, and daily life ✅💡 AI project ideas & coding walkthroughs ✅🎙️ Interviews with AI experts and innovators ✅ 🌍 News, trends & ethical discussions shaping the AI landscape Whether you're a beginner, a tech enthusiast, or an aspiring AI professional, our content is designed to help you learn, build, and grow in the world of AI. 📅 New videos every day to help you evolve with #AI. 🔔 Don’t forget to SUBSCRIBE and turn on notifications to stay ahead of the curve. 📌 FREE Registration: https://givingback.ai/register Let's Join GivingbackAI's mission to solve global poverty with AI. Learn more at: https://givingback.ai/about Learn more: https://givingback.ai ========================= Channels in other language(s): English -    / @givingbackai   Nepali -   / @nepal.givingbackai   #AI #aiagents #ChatGPT #artificialintelligence #MachineLearning #GenerativeAI #TechForGood #AITutorials #AIVideos #AIVideoGenerator #LearnAI #HowToAI