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MkDocs Search is an MCP server that allows Large Language Models (LLMs) to search through documentation sites built with MkDocs. It leverages the Lunr.js search engine for efficient, local search, providing LLMs with summarized and relevant results from the documentation. This enables AI agents to quickly find and utilize information within MkDocs-powered documentation.