LLMs, Meet Your Tools: The Magic of Model Context Protocol

By Alex Shershebnev

Elevator Pitch

What if your LLM could talk to your tools? Model Context Protocol (MCP) lets you connect models to real systems - Grafana, APIs, databases - right from your IDE. Learn how MCP works, how to build your own, and how to create smarter, context-rich workflows that boost productivity.

Description

Model Context Protocol (MCP) is a recent innovation that’s quickly gaining traction across the developer ecosystem - and for good reason. It offers a powerful way to extend LLM capabilities by enabling seamless access to external tools, APIs, and data sources directly from within the context of your IDE.

In this talk, we’ll unpack what MCP is, the problems it solves, and why it’s a key enabler for building more intelligent, context-aware workflows. We’ll walk through how to integrate existing MCP servers and how to easily build your own to unlock custom capabilities. You’ll also see real-world examples of chaining multiple MCPs together and connecting them to external systems like Grafana, databases, and internal APIs to supercharge productivity - no window switching required.

Whether you’re a Developer, DevOps, or ML Engineer, MCP opens the door to faster iteration, smarter automation, and context-rich coding experiences. If you care about productivity and developer experience in the age of LLMs, you should care about MCP.