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Model Context Protocol (MCP)

Expose your data and actions to any AI client through one open protocol, and run MCP servers securely.

MCP appeared in 23% of the Forward Deployed Engineer postings we read, and it is one of the domains of the Claude Certified Architect, Foundations exam.

The examples build a real MCP server with the official Python SDK (version 2) and test it with the SDK's own client, over the Kubernetes docs index from the RAG shelf.

  1. 1Build an MCP serverBuild an MCP server and connect it to Claude Code4 min read

Model Context Protocol (MCP) lessons

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