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SQL Sentinel is a robust .NET-based Model Context Protocol (MCP) server engineered for advanced SQL Server query profiling. It leverages Extended Events, a modern, low-overhead alternative to deprecated SQL Trace, ensuring future-proof and efficient monitoring. The tool offers native SQL Server connectivity without ODBC drivers, simplifying deployment across platforms. It provides comprehensive features for managing profiling sessions, intelligently filtering data, identifying similar queries through fingerprinting, and analyzing query execution sequences, all designed for production environments and optimized for AI-driven insights.