MCP lets Claude query Snowflake directly in real time. This guide covers three deployment patterns (stdio, SSE, cloud-hosted), RSA key-pair auth, a minimal-permission Snowflake role, production SQL patterns for BI, trend analysis, and anomaly detection, plus a full security and observability checklist.