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This tool is a reference implementation of Semantic Intent patterns for Model Context Protocol (MCP) context management, enhanced with AI capabilities. It demonstrates how to build maintainable, AI-friendly codebases by applying principles like Semantic Anchoring, Intent Preservation, and Observable Properties, ensuring decisions are based on meaning rather than technical characteristics. Designed to preserve semantic contracts through transformations and provide clear domain boundaries, it offers a robust solution for managing context in AI-assisted development environments.