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The mcp-builder skill provides a comprehensive framework for developing robust Model Context Protocol (MCP) servers in both Python and TypeScript. It guides users through the entire development lifecycle—from initial API research and tool naming conventions to implementation using Zod or Pydantic schemas and final evaluation. By emphasizing best practices like actionable error messages, proper context management, and standardized transport mechanisms, it ensures that external services are seamlessly and safely integrated into AI workflows, making it easier for Claude and other LLMs to perform complex, real-world tasks.