MCP Servers Courses and Certifications

Building Your First MCP Server and Client

Dive into the Model Context Protocol by building a full MCP server and client from scratch, understanding its purpose, problem-solving capabilities, and design principles for AI agents.

• CreativeLive
• 4 hours
• Self-Paced
• Paid Course

Build Your Own MCP Servers with TypeScript -Beginner’s Guide

274 ratings at Udemy

Learn how to turn your backend code into real AI-driven systems by building a Model Context Protocol (MCP) Server

• Udemy
• 5 hours 10 minutes
• Self-Paced
• Paid Course

Playwright TypeScript: GenAI + MCP Servers + Cucumber BDD

248 ratings at Udemy

End-to-end Playwright TS training covering GenAI automation, MCP server setup, and Cucumber BDD and Live projects.

• Udemy
• 15 hours 18 minutes
• Self-Paced
• Paid Course

Introduction to MCP Servers - Model Context Protocol with Python Course

Master Model Context Protocol server development with FastMCP Python library through hands-on projects, API integration, and deployment on FastMCP Cloud.

• freeCodeCamp
• 1 hour 13 minutes
• Self-Paced
• Free Video

Accelerate App Development with Gemini CLI

Accelerate app development using Gemini CLI, Google's AI-powered terminal agent. Install, configure, and leverage advanced features to analyze code, build apps, and streamline DevOps workflows.

• Coursera
• 4 hours 22 minutes
• Self-Paced
• Paid Course

LearnKartS

Advanced MCP & Tool Calling for AI Agents

Master MCP architecture and tool calling to build autonomous AI agents using Gemini and OpenAI, covering server setup, transport layers, and real-world deployment.

• Coursera
• 12 hours 53 minutes
• Self-Paced
• Paid Course

Packt

OpenAI Agent Builder – Create, Automate & Launch Agents

Master building and automating AI agents with OpenAI's Agent Kit—create workflows, integrate widgets, deploy agents locally and remotely, and evaluate performance for real-world applications.

• Coursera
• 6 hours
• Self-Paced
• Paid Course

Packt

MCP Developer Blueprint: AI-Powered Automation & Integration

Master AI-powered automation by building MCP integrations with GitHub, Gmail, Twitter, and Zapier. Progress from basics to secure, containerized deployments using Docker—no prior MCP knowledge required.

• Coursera
• 7 hours
• Self-Paced
• Paid Course

Krish Naik

Build AI Assistant With MCP Servers and Tools Using LangChain and Groq

Discover how to build AI assistants with MCP servers and tools using LangChain and Groq, enabling connections to web browsing, file operations, and custom agent development.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Krish Naik

Build MCP Servers With Tools From Scratch With LangChain

Master building MCP servers from scratch using LangChain to create standardized tool integrations for language models with practical math and weather server examples.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

PyCon US

Building Scalable AI Tool Servers with Model Context Protocol (MCP) and Heroku

Explore how to build and scale AI tool servers using Python and Model Context Protocol (MCP), enabling LLMs to interact with external tools through standardized requests while implementing efficient scaling strategies.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

The Machine Learning Engineer

LLMOps - MCP Client: Connecting Python and JavaScript to MCP Servers

Discover how to build MCP Clients that transform Claude AI into a professional financial assistant capable of real-time stock analysis, web searches, and automated report generation.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

AI Engineer

Exposing Agents as MCP Servers with mcp-agent

Discover how to expose agents as MCP servers using mcp-agent framework, enabling multi-agent systems, platform independence, and scalable agent workflows across any MCP client.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

fwd:cloudsec

Securing Remote MCP Servers

Discover best practices for securing Model Context Protocol (MCP) servers in cloud environments, covering deployment strategies, authentication methods, and threat mitigation.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Exposing gRPC Services as MCP Servers

Discover how to expose gRPC services as MCP servers using protoc-gen-go-mcp plugin, enabling seamless LLM integration without sacrificing existing infrastructure or tooling.

• YouTube
• 25 minutes
• Self-Paced
• Free Video