MongoDB is an open-source, high-performance document database that supports platforms like Linux, Windows, and OS X. It consists of mongod (the database server), mongo (the shell), and mongos (the sharding router). The document discusses how to install and start MongoDB, use basic commands in the shell, check server status and logs, set up backups and replication, and monitor MongoDB performance using tools like mongostat.