From Custom APIs to MCP: How AI Finally Found a Common Language for Tools, Data, and Enterprise Systems

For decades, software architects have solved integration problems through APIs, messaging systems, middleware, service buses, SDKs, adapters, plugins, and increasingly sophisticated orchestration plat