MCP Protocol Design Tradeoffs: Token Overhead vs. Dynamic Tool Discovery

Introduction The Model Context Protocol (MCP) has emerged as a significant development in AI infrastructure, enabling agents to dynamically discover and interact with external tools and data sources. Recent industry discussions have highlighted a critical design tradeoff inherent in MCP's architecture: the tension between flexible tool discovery and