How to Build MCP Server | MCP Server Tutorial | How To Build a Custom MCP Server | Simplilearn

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In this tutorial on how to build MCP server by simplilearn, you'll learn what MCP (Model Context Protocol) is and how it enables seamless communication between AI tools and models. We'll begin by understanding the core concept, documentation, and the Python SDK behind MCP. You'll then install MCP and build your first server that converts USD to Pounds. Next, we’ll set up tools like NodeJS and Cursor AI to power a Web Scraping AI Agent using MCP. You'll learn how to integrate MCP servers within Cursor AI, explore popular MCP servers on GitHub, and understand tools like FireCrawl and MCP.so. Finally, we’ll generate API keys and write the full code to bring your AI Web Scraping Agent to life.

Following are the Topics covered in the tutorial on How to Build MCP Server:

00:00:00 Introduction to MCP or Model Context Protocol
00:01:53 What is MCP
00:02:37 MCP Explained
00:03:17 MCP Documentation
00:04:03 Model Context Protocol Python SDK
00:04:25 Install Model Context Protocol
00:05:28 Build an MCP Server to convert USD to Pounds
00:12:22 Installing NodeJS for building a Webscrapping AI Agent using MCP
00:13:02 Installing Cursor AI for building a Webscraping AI Agent using MCP
00:14:38 Adding an MCP Server in Cursor AI
00:16:05 Awesome MCP Servers GitHub
00:17:35 FireCrawl
00:19:25 MCP.so
00:19:54 Generating FireCrawl API Keys for building a Webscrapping AI Agent using MCP
00:21:21 Coding for the Web Scraping AI Agent

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➡️ About Professional Certificate Program in Generative AI and Machine Learning

Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.

Key Features:
✅ Program completion certificate from E&ICT Academy, IIT Guwahati
✅ Curriculum delivered in live virtual classes by seasoned industry experts
✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
✅ Eligibility for a campus immersion program organized at IIT Guwahati
✅ Exclusive hackathons and “ask-me-anything” sessions by IBM
✅ Certificates for IBM courses and industry masterclasses by IBM experts
✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Skills Covered:
✅ Generative AI
✅ Prompt Engineering
✅ Chatbot Development
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Machine Learning Algorithms
✅ Speech Recognition
✅ Statistics

Learning Path:
✅ IITG AI: Program Induction
✅ IITG AI: Programming Fundamentals
✅ IITG AI: Python for Data Science (IBM)
✅ IITG AI: Applied Data Science with Python
✅ IITG AI: Machine Learning
✅ IITG AI: Deep Learning with TensorFlow (IBM)
✅ IITG AI: Deep Learning Specialization
✅ IITG AI: Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ IITG AI: Advanced Generative AI
✅ IITG AI: Capstone
Electives:
✅ IITG AI: ADL & Computer Vision
✅ IITG AI: NLP and Speech Recognition
✅ IITG AI: Reinforcement Learning
✅ IITG AI: Academic Masterclass
✅ IITG AI: Industry Masterclass