Marketing data pipelines often fail quietly. A connector stalls, a field changes, an API limits responses, or a platform updates its structure without warning. These failures rarely appear as errors, but they disrupt reporting in Looker Studio and create inconsistencies that teams struggle to diagnose.  MCP helps prevent these issues by stabilizing data movement, standardizing