MCP Systems in Production: Why Chaos Testing Agent Pipelines Matters

MCP (Model Context Protocol) systems face complex failure modes—tool collisions, context corruption, retry storms, and infinite loops—that emerge from interactions between servers and AI decision-making rather than individual component failures. For teams deploying multi-agent pipelines to production, understanding and testing these eight critical failure patterns early prevents costly incidents and ensures system resilience at scale.