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This skill provides a comprehensive, step-by-step framework for developing robust MCP servers using Python or Node/TypeScript. It guides developers through agent-centric design principles—prioritizing workflows over simple API endpoints—and provides implementation patterns for core infrastructure, error handling, and resource optimization. By following this structured guide, developers can create production-grade tools that allow Claude and other LLMs to interact reliably with external data sources and services while maintaining strict context window efficiency.