MongoMapper is a Ruby ORM that provides an interface for mapping Ruby objects to and from MongoDB documents. It allows defining schemas and adding features like associations, callbacks, validations, and more. Plugins can be used to extend MongoMapper with additional functionality. The document discusses MongoMapper's features like persistence, validation, callbacks, associations, and custom types for flexible mapping between Ruby and MongoDB.