MCP Tool Definitions Are UI Design for AI

A Quiet Revolution in Japan's SaaS Industry In March 2026, freee — Japan's largest cloud accounting platform — open-sourced roughly 270 APIs as MCP servers. Within a month, they shipped remote MCP sup