Knowledge

소개

Knowledge is a Model Context Protocol (MCP) server that provides a local, private, and persistent knowledge base for AI coding assistants and agentic tools. It allows users to store and semantically search across a wide range of document formats, including PDFs, DOCX, HTML, and images. Key features include intelligent OCR detection for scanned documents, multi-context organization for focused searches, and asynchronous processing for efficient document ingestion. Built on ChromaDB for reliable vector storage, it integrates seamlessly with MCP clients like Claude Desktop and GitHub Copilot CLI, keeping all data processing strictly local to ensure privacy and security.

주요 기능

• Persistent storage via ChromaDB and local-first operation for privacy
• Multi-context support for organized and focused knowledge domains
• Asynchronous background processing for efficient indexing
• 1 GitHub stars
• Semantic search with natural language queries
• Support for multiple document formats, including images with Smart OCR

사용 사례

• Building private knowledge systems for AI coding assistants and agentic tools
• Integrating a local knowledge base with Claude Desktop for enhanced AI assistance
• Providing context-aware answers to queries within GitHub Copilot CLI based on private documents