A guide to APIs, MCPs, and MCP Gateways

Differences between API and MCP protocols used in AI systems are discussed. API protocols facilitate information exchange in software applications, while MCP protocols are utilized with large language models to provide organized access to data. API protocols send requests and receive responses in an agreed format, ensuring accuracy and reliability. In contrast, MCP protocols offer a unified interface for accessing multiple data sources, enhancing the efficiency with which AI models can utilize data and tools.