Take Five - Oretachi wa Ai wo Nusumeru ka (2013)

both are campy dramas about a ragtag group of thieves who like to steal from the rich and corrupted accompanied by nice bgm

Both have the same Robin Hood-esque, team of thieves vibe. Great music, story, and expressive actors.

Matsuzaka Tori is in it too!!!.
Japanese.
It's about thieves who steal to help the weak.
a woman who is manipulative because she knows the past.