Ragora

This is a hosted MCP server that connects your AI assistant to Ragora's knowledge base platform via streamable HTTP. You point your client at their cloud endpoint with a Bearer token, no local setup required. It exposes three core tools: discover_collections to see what knowledge bases you have access to, search to query across all of them at once, and search_collection to narrow down by name with optional tag and metadata filters. Ragora also generates dedicated tools per collection like search_employee_handbook or get_topic_product_docs. Under the hood it runs hybrid search combining dense vectors and BM25. Reach for this when you want RAG over your own document collections without running infrastructure yourself.