AI Models Master Tool Selection: The MCP Agent Loop Explained

MCP agents represent a critical evolution in how AI systems use external tools—shifting from static, single-function calls to dynamic, multi-step decision-making loops. For developers building or testing MCP servers, this distinction is essential: production AI systems operate as agents, making real-world agent testing indispensable for understanding true server behavior and performance.