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This tool provides a Model Context Protocol (MCP) server that seamlessly connects Claude to a local directory of your documents. It intelligently indexes files such as PDFs, DOCX, Markdown, HTML, and plain text using TF-IDF for fast, relevant search. The server automatically monitors the directory for changes—adding, editing, or deleting files—and updates its index in real-time. This allows Claude to instantly search your personal knowledge base, retrieve relevant passages, and incorporate them into its responses, enabling advanced use cases like drafting legal documents, researching topics, and generating content based on your specific information without manual uploads.