Try running xcode-select --install
.
As far as I understand, the command line tools are compilers and other tools needed for development.
For background: prior to Xcode 5, you used to have to download Xcode and within Xcode's preferences choose 'Install Command Line Tools' (or use the command I listed above).
Edit: Corrects the install flag syntax