We report on the observation of a conspicuous loss in an ultracold mixture of Li and Sr atoms confined in a far-off-resonance optical dipole trap. We attribute the trap loss to the three-body inelastic Li-Sr-Sr collision and extract the corresponding three-body recombination coefficient at $T\sim 18.5,45,70,600\,\si{\micro K}$. The measured three-body recombination coefficient is about two to three orders of magnitude larger than the typical values convenient for realizing quantum degenerate gases, and essentially rules out the prospect of realizing Li and Sr mixtures of high phase space density. The measured three-body recombination rates agree with the unitarity limit at high temperatures. Our results also confirm that the three-body recombination loss is dominated by the light-heavy-heavy process, in agreement with the prediction for a system with large mass imbalanced and negligible intra-species interaction.