064. MCP: Как подключить любой инструмент к AI за 5 минут?

Think integrating AI with your internal systems is always complicated and time-consuming? What if there was a standard that simplifies this process down to a USB connection? In the new episode of the "AWS in Russian" podcast, we join Fedor Pavlov and Mikhail Golubev to explore the Model Context Protocol (MCP) and how it's changing the game for AI applications. 🔹 What is MCP? We'll explain with a simple example—it's like Telegram bots, but for large language models (LLM). 🔹 Client or server? We'll figure out which side to start with and why you'll most likely be writing a server. 🔹 Security First: Who's Responsible for Prompt Injection Protection, and How to Secure Your Tools? 🔹 Practical Applications: We'll discuss how companies like PayPal are already using MCP to expand their capabilities.   💡 Insight: MCP turns the "M×N problem" of integration (M applications × N tools) into a much simpler "M+N problem" by creating a single standard for interoperability. 🎧 Listen on your favorite platform: • YouTube (   • 054. Как Community Day меняет IT-ландшафт ...  ) • Podbean (https://awsinrussian.podbean.com/) • Apple Podcast (https://podcasts.apple.com/by/podcast...) • Yandex.Music (https://music.yandex.ru/album/20088544) • Spotify (https://www.google.com/search?q=https...) • RSS (https://feed.podbean.com/awsinrussian...) 💬 Which tools would you like to connect to AI first? Share your ideas in the comments!   Podbean Navigation: (0:00) Introduction: Why are we talking about MCP again? (2:45) What is MCP: A client-server protocol for LLM (6:47) How to start development: client or server? (7:47) The USB-C analogy and solving the "M x N problem" of integration (12:53) How to connect an MCP server in practice? (17:58) Practical Examples: Agentic Coding and File Access (19:45) Who's Already Using MCP: A PayPal Example (23:36) Security Issues and Prompt Injection (24:33) Is MCP an Agent Replacement? (29:53) Preview of Topics for Next Episode: Prompt Caching, CLine, and More YouTube Navigation: 00:00:00 - Introduction: Why Are We Talking About MCP Again? 00:02:45 - What is MCP: A Client-Server Protocol for LLM 00:06:47 - How to Start Development: Client or Server? 00:07:47 - The USB-C Analogy and Solving the "M x N Problem" of Integration 00:12:53 - How to Practically Connect an MCP Server? 00:17:58 - Practical Examples: Agentic Coding and File Access 00:19:45 - Who's Already Using MCP: A PayPal Example 00:23:36 - Security Issues and Prompt Injection 00:24:33 - Is MCP a Replacement for Agents? 00:29:53 - Preview of Topics for Next Episode: Prompt Caching, CLine, and More