MongoDB is document-based NoSQL DB. NoSQL is abbreviation of Not just SQL (can solved the problem).
The installer that I tried was for 32-bit (both mongodb and pymongo), and it has big minus. You can only store 2 Gb db files. If you want to use it for serious apps, you have to switch on 64-bit.