- ToolAnnotations (readOnlyHint, openWorldHint) on all 14 tools - ctx.info/warning/debug logging for data quality, fetch status, assessments - ctx.sample() summaries in conditions snapshot, deployment briefing, anomaly detection - New test_client_capabilities diagnostic tool for MCP feature discovery