MongoDB is a document-oriented database that is easy to install, uses dynamic queries, and supports dynamic indexing. It stores data in JSON-like documents with dynamic schemas, allowing for complex queries, and uses replication and auto-failover for high availability. The document demonstrates how to install and use MongoDB by creating databases and collections, inserting documents, running queries, updating documents, and creating references between collections using DBRefs.