AI Agents from Scratch using MCP, Ollama & Node.js | No OpenAI API скачать в хорошем качестве

AI Agents from Scratch using MCP, Ollama & Node.js | No OpenAI API

Learn how to build real AI Agents using MCP (Model Context Protocol), Ollama, and Node.js — step by step with a real database-powered example. This hands-on tutorial shows how modern AI agents actually work in production without using OpenAI APIs. In this video, we build a production-ready AI Agent using MCP (Model Context Protocol), Ollama, and Node.js from scratch. You’ll learn how AI agents really work behind the scenes by creating: An MCP Server in Node.js An MCP Client that connects to tools Tool calling with Ollama LLMs A real database-powered AI workflow End-to-end AI → Tool → Database → AI flow This is NOT a basic AI tutorial — this is how modern AI agents are built in real-world systems. 🔥 What You’ll Learn: ✔ What MCP (Model Context Protocol) is ✔ How MCP replaces traditional function calling ✔ How to create MCP tools in Node.js ✔ How to connect Ollama models locally ✔ How AI agents interact with databases ✔ How tool calling actually works ✔ Common MCP & dotenv bugs (and fixes) 💡 Tech Stack Used: Node.js MCP SDK Ollama (Llama models) Express.js MySQL Zod dotenv 🎯 Who This Video Is For: Developers & Software Engineers AI Engineers Backend Developers Anyone interested in AI Agents Developers tired of OpenAI API limits ⚡ Why MCP? MCP is quickly becoming the standard protocol for AI agent tool communication used by companies building real AI systems. ⏱️ TIMESTAMPS: 00:00 - Installing Ollama and Node js 00:38 - Why MCP? 03:03 - What is MCP? 10:10 - MCP API Flow 11:30 - Ollama Introduction 14:10 - Creating Project Directories 17:04 - Transport Methods in MCP architecture 18:55 - MCP Project Setup 20:13 - MCP Server Setup 28:00 - Running Ollama Model 34:40 - Creating MCP Server 36:21 - Adding tools to MCP Server 41:26 - Starting MCP Inspector 42:38 - Adding another tool to MCP Server 48:07 - MCP Client Setup 01:04:39 - Final AI Agent Demo 🔗 Links: Figma - https://www.figma.com/design/j1OzFmki... Project - https://github.com/Student9970/youtub... 📧 FOR BUSINESS ENQUIRIES: mstechcampus@gmail.com #aiagents #MCP #ollama #nodejs #aiengineering