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The MCP Server Builder skill provides a structured framework for developers to design, implement, and evaluate Model Context Protocol servers. It emphasizes agent-centric design principles, ensuring tools are optimized for LLM context windows, actionable error handling, and realistic workflow automation. Whether using Python (FastMCP) or Node/TypeScript (MCP SDK), this skill directs users through the entire lifecycle of MCP development, from deep API research to creating comprehensive evaluation harnesses to verify tool performance in real-world scenarios.