Supercharging DevOps with MCP (Without Opening a Security Hole)

Model Context Protocol (MCP) is a powerful new way to extend LLMs with real-time access to tools, APIs, and infrastructure. It enables seamless workflows like querying Grafana dashboards, triggering CI/CD jobs, or fixing issues from Sentry all without leaving your IDE. In this talk, we’ll explore how MCP works, how to build your own MCP servers, and how to compose them to automate Ops tasks and boost productivity across your stack. But as we wire LLMs into our systems, security becomes a critical concern. Unrestricted use of MCP can open the door to various vectors of attack. We’ll cover the main areas of concern as companies start adopting MCP tools and discuss how to use them safely in production environments.