The MCP Token Tax: Why Smart AI Architecture Separates Authoring from Execution

The high token overhead of MCP, caused by persistent schema injection, presents a significant cost barrier for high-frequency production tasks. Transitioning to a two-layer model where MCP handles AI discovery and CLI manages deterministic execution allows developers to eliminate token costs while maintaining powerful automation.