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This skill provides a comprehensive, end-to-end framework for developing MCP servers, enabling Claude to interact seamlessly with third-party tools and data. It guides developers through the entire lifecycle—from deep research and protocol mapping to implementation using TypeScript or Python SDKs, schema definition with Zod or Pydantic, and robust testing using the MCP Inspector. Whether you are building local stdio servers or remote streamable HTTP servers, this skill ensures your tools are discoverable, reliable, and capable of handling complex real-world tasks with actionable error handling and optimized context management.