MongoDB is a non-relational database that stores data in JSON-like documents, offering features such as easy replication, scalability, and a simple configuration. Unlike traditional RDBMS, it sacrifices some aspects like transactions and joins for horizontal scalability and eventual consistency. It can run on commodity hardware and various operating systems, with resources available for further exploration and learning.