As modern applications move toward microservices, cloud-native architecture, and AI-powered systems, new infrastructure patterns are emerging alongside traditional ones. Two such important concepts are API Gateway and MCP (Model Context Protocol). While both often appear in discussions around modern platforms, they serve very different purposes. In this article, we’ll explore:…
-
-
MCP Server Explained: A Deep Dive for Modern AI Systems
Overview As AI models continue to improve, expectations from them are also increasing. Today, AI is expected not only to answer questions but to take action, integrate with systems, and operate within real business workflows. However, large language models are isolated by design — they don’t naturally know how to…