The multi-configurational short-range density functional theory (MC-srDFT) has been extended to the calculation of indirect spin-spin coupling constants (SSCCs) for NMR spectroscopy. The performance of the new method is compared to Kohn-Sham density functional theory (KS-DFT) and ab initio CASSCF for a selected set of molecules with good reference values. Two families of density functionals are considered, the local density approximation (sr)LDA and the generalized gradient approximation (sr)PBE. All srDFT calculations are of Hartree-Fock type or complete active space type, HF-srDFT or CAS-srDFT. In all cases the calculated SSCC values are of the same quality for srLDA and srPBE functionals, suggesting one should use the computationally cheaper srLDA functionals in applications. For all calculated SSCCs in organic compounds the best choice is HF-srDFT, the more expensive CAS-srDFT does not provide better values for these single-reference molecules. Fluorine is a challenge, in particular FF, FC and FO couplings have much higher statistical errors than the rest. For SSCCs involving fluorine and a metal atom CAS-srDFT with singlet gTDA is needed to get good SSCC values although the reference ground state is not a multi-reference case. For VF −1 6 all other considered models fail blatantly.