The Big Shift in MCP: Why AI Guides Will Replace API Wrappers

Nov 25, 2025 - Matvey Arye

MCP servers need judgment, not just API access. AI Guides embed expert patterns into portable MCP tools, preventing bad engineering decisions at scale.