Libcloud and JClouds provide open source libraries that offer abstract APIs for interacting with multiple cloud platforms. Libcloud supports Python while JClouds supports Java. They aim to solve the problems of managing multiple cloud stacks that have different APIs by providing a common interface. This helps avoid vendor lock-in and allows applications to easily work across different cloud providers like AWS, Rackspace, Cloud.com and others.