LLM Gateway vs MCP Gateway: Understanding the New AI Infrastructure Stack

As AI applications transition from basic chatbots to complex autonomous agents, a new infrastructure layer is becoming essential. The terms LLM Gateway and MCP Gateway are gaining attention, reflecting the need for sophisticated management systems that handle multiple large language models (LLM) and machine control programs (MCP). This shift is crucial because modern AI systems require seamless integration with various services, including cloud storage and version control systems, to function effectively. Understanding these gateways is vital for businesses looking to leverage advanced AI without getting bogged down by infrastructure complexities.