The Knowledge Base is an MCP server designed to transform local document collections into an intelligent, searchable resource. It allows users to ingest various document formats like PDF, DOCX, TXT, and HTML, automatically indexing them for efficient retrieval. Leveraging similarity-based search, it can answer questions by extracting relevant information from the indexed documents. This tool provides a robust framework for building custom knowledge bases and integrating them into AI applications via the MCP standard.