Games like Manipulator I:The Hand Behind
Games like Manipulator I:The Hand Behind include Outer Wilds, Starfield, Myst, Riven, and Portal 2. We matched them by the tags players give Manipulator I:The Hand Behind on Steam (Puzzle, Exploration, Adventure, Space, and Underground): closest matches first, and among equally close ones the better-known games.

Outer Wilds
Shared: Exploration · Space · Adventure

Starfield
Shared: Space · Exploration · Singleplayer

Myst
Shared: Puzzle · Adventure · Exploration

Riven
Shared: Puzzle · Exploration · Adventure

Portal 2
Shared: Puzzle · Singleplayer · Story Rich

Indiana Jones and the Great Circle
Shared: Puzzle · Adventure · Exploration

Rise of the Tomb Raider™
Shared: Adventure · Exploration · Puzzle

Obduction
Shared: Puzzle · Adventure · Exploration

The Talos Principle
Shared: Puzzle · Story Rich · First-Person

Blue Prince
Shared: Puzzle · Exploration · Story Rich

Elite Dangerous
Shared: Exploration · Space · VR

No Man's Sky
Shared: Exploration · Space · Adventure

What Remains of Edith Finch
Shared: Story Rich · Exploration · Adventure

Fallout 4
Shared: Exploration · Adventure · Singleplayer

Firewatch
Shared: Adventure · Story Rich · Exploration

Tomb Raider Game of the Year
Shared: Adventure · Exploration · Story Rich

Amnesia: Rebirth
Shared: Puzzle · Adventure · Story Rich

Superliminal
Shared: Puzzle · First-Person · Story Rich

UNCHARTED™: Legacy of Thieves Collection
Shared: Adventure · Puzzle · Story Rich

The Room 4: Old Sins
Shared: Puzzle · Adventure · Exploration

Resident Evil 7 Biohazard
Shared: VR · First-Person · Singleplayer

The Witness
Shared: Puzzle · Exploration · First-Person

The Turing Test
Shared: Puzzle · Space · Adventure

Bugsnax
Shared: Adventure · Story Rich · Exploration