While primarily audio, Spotify now supports "Canvas" (short looping videos) and music videos for select Tamil songs. Apple Music offers "Music Videos" in 1080p for many Tamil hits as part of your subscription.

Downloading Tamil HD video songs (1080p and 4K) from Tamilrockers