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MXCP Expert provides comprehensive guidance for the technical implementation of production-ready MCP applications. It enforces a structured methodology that prioritizes security, data quality, and robustness through features like integrated dbt models, automated YAML validation, and standardized project architectures. This skill is essential for developers who need to transition from basic AI prototypes to enterprise-ready services featuring audit trails, policy enforcement, and rigorous testing workflows across both SQL and Python environments.
