How Model Context Protocol (MCP) actually works @googlecloudtech
How Model Context Protocol (MCP) actually works  @googlecloudtech
Uploaded June 2026 | Updated September 2026, 3 weeks ago
Google MCPs → https://goo.gle/3PYkjky
Build an ADK agent with Google MCPs → https://goo.gle/4o6h8DP
Connect an MCP server to an AI agent → https://goo.gle/4uk7YW2

APIs were built for deterministic programs, but AI models reason probabilistically. So how do you get your AI agents to talk to your tools and data without writing messy, custom integration code every time? Enter the Model Context Protocol (MCP). In this video, Smitha Kolan explains what MCP is, how it standardizes the way AI models discover and interact with external resources, and why it's becoming the new standard over traditional APIs for AI-powered applications

Chapters:
0:00 - Intro: The problem with APIs and AI
0:48 - What is Model Context Protocol (MCP)?
1:26 - What exactly do MCPs connect to?
2:43 - How MCP works (clients vs. servers)
4:03 - MCP core components: Tools, prompts, resources & context
5:20 - MCP vs. API: What is the difference?
6:43 - Practical example: Building an AI assistant using MCP
7:48 - Summary

More resources:
Learn what AI agents and build an agent → https://goo.gle/AI-agents-explained
Learn how to build a MCP server → https://goo.gle/MCP-servers-explained
Read more about Google managed MCP servers → https://goo.gle/4e3Wobs

🔗 Connect with Smitha online:
YouTube → https://goo.gle/Smitha-on-YouTube
Linkedin → https://goo.gle/Smitha-on-LinkedIn
X → https://goo.gle/Smitha-on-X

Watch more Modern AI Agents: From Theory to Production → https://goo.gle/Learn-with-Smitha
🔔 Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech

#AIAgents #MCP #ModelContextProtocol

Speaker: Smitha Kolan
Products Mentioned: AI Infrastructure
How Model Context Protocol (MCP) actually worksMake AI agent execute 80% faster ⏱️🏆Oracle packages: From black box to PostgreSQLFine-tuning open AI models using Hugging Face TRLProtecting sensitive data in AI appsFrom pilot to production: Scaling Gemini with proven practicesFoundations of Secure MCP: Architecture and Threat ModelWant to run inference on TPUs? Discover learning path on how to architect an AI inference on TPUsBeyond the prompt: Build production-ready agents with Googles MCP serversHow to build a financial analyst assistant with Vertex AI Studio & Gemini in under 10 minutesSneak peek: Vibe coding AI agents course with KaggleConverting T-SQL code to PL/pgSQL with confidence
Google Cloud Tech |

How Model Context Protocol (MCP) actually works

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