The Materials Project's mission is to accelerate the the discovery of new technological materials through advanced scientific computing and innovative design tools.

To use Materials Project's API, pymatgen may be easiest.
I am not aware of a similar API wrapper for R.

Taylor Sparks has produced a number of videos related to the Materials Project, such as Materials Project API example using pymatgen and Materials data repositories.