The thing which connects the two bones and provide support is referred to as:

Joints are structures that connect two bones and allow for movement and flexibility in the skeletal system.
Ligaments are also involved in connecting and providing support to bones.
Ligaments are the tissues that physically hold the bones together at the joint.