The volume expanding magnetostructural transition in Mn 3 GaC and Mn 3 SnC has been identified to be due to distortion of Mn 6 C octahedra. Despite a similar lattice volume as Mn 3 SnC and similar valence electron contribution to density of states as in Mn 3 GaC, Mn 3 InC does not undergo a first order magnetostructural transformation like the Ga and Sn antiperovskite counterparts. A systematic investigation of its structure and magnetic properties using probes like x-ray diffraction, magnetization measurements, neutron diffraction and extended x-ray absorption fine structure (EXAFS) reveal that though the octahedra are distorted resulting in long and short Mn -Mn bonds and different magnetic moments on Mn atoms, the interaction between them remains ferromagnetic.This has been attributed to the strain on the Mn 6 C octahedra produced due to relatively larger size of In atom compared to Sn and Ga. The size of In atom constricts the deformation of Mn 6 C octahedra giving rise to Mn -Mn distances that favor only ferromagnetic interactions in the compound.