Not bullshit but not magic either.
For example, L-Theanine is psychoactive, lots of clinical support for that.
Additionally, I would say that the ritual around "sitting down and having a nice relaxing cup of lemon & ginger tea" has some calming benefits in itself - even if those benefits are not from the ingredients in the tea.