Mystery at Stargazer's Manor: Doable with only 2 players?
Yes, Escape the Room: Mystery at Stargazer's Manor can be played with any number of players, even one.

With that said, I would recommend 2-4 players. As with most escape room-type games, the more the merrier, although there is only so much physical material to pass around between players.

Source: personal experience™