Intent Over Endpoints: Designing Production-Ready MCP Servers

This article exposes why naively wrapping REST APIs in MCP tools degrades model performance and inflates token costs. By designing tools around user intents rather than API endpoints, developers eliminate unnecessary intermediate steps that force models to reconstruct high-level tasks from low-level primitives. For production MCP deployments, this represents a critical architectural shift that improves both cost efficiency and reliability.