Games similar to CAT Interstellar include The Solus Project. Other options are Lifeless Planet and ADR1FT. In total there are three Exploration Games like CAT Interstellar for Windows and Mac.
The Solus Project is a single player exploration adventure with survival elements. The adventure is set on a mysterious planet and is the spiritual successor to The Ball - 2010 PC Gamer Action/Adventure Game Of The Year.
While seeking life on a distant planet, an astronaut discovers an abandoned Russian town. He suspects his mission is a hoax until a mysterious young woman saves him from a strange and deadly phenomenon.
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ADR1FT is an immersive VR experience in zero gravity space. You're a lone survivor navigating the wreckage of a space station with no memory. Stay alive by exploring, seeking resources to repair your damaged EEV.
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