Using MCP to Bridge AI Agents and Cloud Infrastructure

Dan Barr

Sr. Technical Marketing Engineer

Publish Date November 09, 2025

Lessons

Intermediate
< 1 min read

We spent a lot of the MCP Academy day focused on how MCP can help produce better apps. Adam Bell and Artur Laksberg from Pulumi shared a different use case, deploying and operating cloud infrastructure. Learn how MCP can help an agent upgrade runtimes, analyze dependencies and more.

MCP Academy is the go-to resource for educational content on Model Context Protocol…created by developers, for developers.

Related Lessons

Video

Reduce Token Waste with an Intelligent MCP Proxy

As you install MCP servers, the risk is that you start crowding your context window with all the tool metadata tied to those servers. While a few tools may be needed for a task, most of the metadata simply wastes tokens and risks degrading model performance. Craig McLuckie of Stacklok launched a simple solution to …

Video

Building a Multi-tenant MCP Gateway on AgentCore Gateway

Nick Aldridge of AWS is one of the core maintainers of the Model Context Protocol. He joined MCP Academy to talk about the architecture of a multi-tenant MCP gateway, and then showed the audience exactly how to bring it to life with AgentCore Gateway.

Video

Safe and Deterministic Browser Automation with WebMCP

There has been a lot of recent buzz about browser agents like ChatGPT ‘Atlas’ and Perplexity ‘Comet’ but there are very real security concerns with how they work today. Alex Nahas who created MCP-B highlight some of those concerns and then showed how WebMCP could be a mitigating force.