CouchDB is a document-oriented NoSQL database that uses JSON documents with schema-free design. It features a built-in map/reduce function for querying indexes, and uses HTTP for an API and replication. CouchDB is robust, scales well, and is designed for high availability through its append-only writing and multi-version concurrency control.