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Build AI Agents using MCP · LearnSpace
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Build AI Agents using MCP

Курс от IBM
Средний≈ 10.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Get hands-on designing secure, intelligent AI agent workflows using the Model Context Protocol (MCP) in this labs-driven course. You’ll see how AI systems connect to external tools, services, and data sources. You’ll learn how those connections can be designed to stay safe and predictable using structured permissions, user prompts, and validation workflows. And in hands-on labs, you’ll build agents that reason, retrieve information, and carry out tasks while maintaining security and control. You’ll also work with permission enforcement models, JSON-schema-based elicitation, auditing concepts, and real-world security scenarios. You’ll explore how MCP works and why secure design decisions matter in practice. Plus, you’ll break down user requests, shape safe execution flows, and reduce the risk of unintended actions. Finally, you’ll plan and test a complete MCP-driven agent workflow, showing how usability, capability, and security come together in a real implementation. This course is designed for professionals in development, architecture, automation, or AI-powered applications who want hands-on, practical experience building responsible AI workflows.

Навыки, которые вы освоите

JSONAI OrchestrationRequirements ElicitationAgentic WorkflowsAuthorization (Computing)Agentic systemsContext ManagementAI IntegrationsAI SecurityResponsible AI

Программа курса

3 модулей · 43 учебных материалов

01Getting Started with MCP19 материалов

Welcome to the Course

Course IntroductionВидеоCourse OverviewЧтениеReading: Helpful Tips for Course CompletionPLUGIN

Lesson 1: Introduction to MCP

What is MCP?Видео

Учитесь у экспертов

Abdul Fatir

Преподаватель курса

Zikai Dou

Преподаватель курса

Joseph Santarcangelo

Ph.D., Data Scientist at IBM

Wojciech 'Victor' Fulmyk

Преподаватель курса

Joshua Zhou

Преподаватель курса

Jianping Ye

Преподаватель курса

Build AI Agents using MCP
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Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 10.1 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский

Часть программы вашего университета
Why MCP?Видео
MCP vs API: Simplifying AI Agent Integration with External DataВидео
MCP Application DemoВидео
Reading: Agentic AI ProtocolsPLUGIN
Practice Quiz: Introduction to MCPЗадание

Lesson 2: MCP in Action

MCP ArchitectureВидеоMCP in ActionВидеоRun Existing MCP ServersВидеоLab: Run Existing MCP ServersВнешний инструментBuild an MCP Application with PythonВидеоLab: Build an MCP ApplicationВнешний инструментPractice Quiz: MCP in Action Задание

Lesson 3: Module Summary, Cheat Sheet, and Assessment

Summary and Highlights: Getting Started with MCP PLUGINCheat Sheet: Getting Started with MCP PLUGINGraded Quiz: Getting Started with MCPЗадание
02MCP Server9 материалов

Lesson 1: MCP Server Basics

Hello World of MCP ServersВидеоLab: Hello World of MCP ServersВнешний инструментPractice Quiz: MCP Server BasicsЗадание

Lesson 2: Building Enhanced MCP Servers

Build an Enhanced MCP ServerВидеоLab: Build an Enhanced MCP ServerВнешний инструментPractice Quiz: Building Enhanced MCP ServersЗадание

Lesson 3: Module Summary, Cheat Sheet, and Assessment

Summary and Highlights: MCP ServerPLUGINCheat Sheet: MCP ServerPLUGINGraded Quiz: MCP ServerЗадание
03MCP Hosts and Clients15 материалов

Lesson 1: MCP Client Implementation Patterns 

MCP Client Architecture and FundamentalsВидеоLab: Build a Custom MCP Client with PythonВнешний инструментPractice Quiz: MCP Client Implementation PatternsЗадание

Lesson 2: Advanced MCP Features: Sampling and Roots

Streamable HTTP, Roots, and SamplingВидеоLab: Advanced MCP Applications with Streamable HTTP, Roots, and SamplingВнешний инструментPractice Quiz: Advanced MCP Features: Sampling and RootsЗадание

Lesson 3: User Interaction Patterns: Elicitation and Permissions 

MCP Security with Permissions and ElicitationВидеоLab: MCP Security with Permissions and ElicitationВнешний инструментPractice Quiz: User Interaction Patterns: Elicitation and PermissionsЗадание

Lesson 4: Module Summary, Cheat Sheet, and Assessment

Summary and Highlights: MCP Hosts and ClientsPLUGINCheat Sheet: MCP Hosts and ClientsPLUGINGraded Quiz: MCP Hosts and ClientsЗадание

Lesson 5: Course Wrap-Up

Course Wrap-Up Видео Congratulations and Next StepsЧтениеTeam and AcknowledgmentsЧтение