Can I change it on MongoDB in my implementation? MongoDB use key-value structure too.
As long the structure is same, it's fully possible. It's no different with convert RDBMS such as MySQL to PostgreSQL.
But i don't know any library or services which do it (LevelDB to MongoDB), you might have to write it yourself which means you need to learn both DB.