Build AI Agents with MCP + Ollama using Node.js (Full Hands-On Tutorial)

Описание: 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: [email protected]
#aiagents #MCP #ollama #nodejs #aiengineering