Create Data Lake Tables with Amazon S3 Tables Overview Amazon S3 Tables provides managed Iceberg tables with automatic compaction and snapshot management. Queryable via Athena and Iceberg-compatible engines. Common Tasks You MUST use AWS MCP server tools when connected, they provide command validation, sandboxed execution, and audit logging. Fall back to AWS CLI if MCP unavailable. Decision Guide Before creating, You MUST check what exists: You MUST run when user mentions a database. | What you find | Action | |---------------|--------| | Fuzzy database name ("our analytics db") | You MUST ST…