Scaling MCP App Development: Design Patterns from 20 Real-World Implementations

As work increasingly happens in chat interfaces, MCP Apps enable rich UI experiences embedded directly into conversations. Based on 20 real-world implementations, key insights include treating UI as enrichment rather than primary delivery, keeping components simple and stateless, and ensuring text fallbacks for broader client compatibility.