Mcp Knowledge Rag

This is a hosted RAG service wrapped as an MCP server, letting Claude ingest documents, run hybrid searches, and return answers with citations. You'd reach for this when you want semantic search capabilities without managing your own vector database or embedding pipeline. The permission-aware aspect suggests it handles multi-tenant or scoped access, though specifics aren't detailed in the source. It communicates over stdio, so you configure it like any other MCP server in your Claude desktop setup. Useful when you need to give Claude long-term memory across conversations or let it search through your documentation, wikis, or knowledge bases without chunking everything into context windows manually.