MCP Design Antipatterns: Why Systems Collapse From Bloat

MCP systems often fail not from security vulnerabilities but from design overload. Excessive data in tool responses, unnecessary abstraction layers, and overcrowded resource catalogs gradually degrade system performance, increase costs, and erode user trust. Understanding and preventing these design sins is essential for building maintainable, efficient AI agent systems.