The repository adopts a microframework architecture, drawing inspiration from FastAPI. It utilizes decorators to define MCP tools, promoting a declarative style of development. Middleware support allows for cross-cutting concerns like request processing time measurement. The architecture emphasizes ease of use and integration with existing Starlette applications.