Games like Astra
Games like Astra include A Plague Tale: Requiem, Prey, Mirror 2: Project X, Detroit: Become Human, and Outer Wilds. We matched them by the tags players give Astra on Steam (Adventure, Interactive Fiction, Choose Your Own Adventure, Immersive Sim, and 3D): closest matches first, and among equally close ones the better-known games.

A Plague Tale: Requiem
Shared: Adventure · Interactive Fiction · Atmospheric

Prey
Shared: Immersive Sim · Space · Sci-fi

Mirror 2: Project X
Shared: 3D · Interactive Fiction · Female Protagonist

Detroit: Become Human
Shared: Adventure · Futuristic · Emotional

Outer Wilds
Shared: Adventure · Space · Atmospheric

COCOON
Shared: Adventure · Atmospheric · 3D

OPUS: Echo of Starsong - Full Bloom Edition
Shared: Interactive Fiction · Emotional · Adventure

The Walking Dead: Season Two
Shared: Adventure · Choose Your Own Adventure · Atmospheric

The Invincible
Shared: Adventure · Futuristic · Sci-fi

Late Shift
Shared: Choose Your Own Adventure · Interactive Fiction · Adventure

No Man's Sky
Shared: Space · Adventure · Sci-fi

Finding Paradise
Shared: Adventure · Interactive Fiction · Emotional

System Shock
Shared: Immersive Sim · Adventure · Sci-fi

Breakout 13
Shared: Interactive Fiction · Choose Your Own Adventure · Immersive Sim

The Turing Test
Shared: Adventure · Sci-fi · Space

The Cabin Factory
Shared: Immersive Sim · Adventure · Atmospheric

PRAGMATA
Shared: Adventure · Sci-fi · Futuristic

The Expanse: A Telltale Series
Shared: Adventure · Choose Your Own Adventure · Space

No Sleep For Kaname Date - From AI: THE SOMNIUM FILES
Shared: Adventure · Interactive Fiction · Choose Your Own Adventure

Heaven's Vault
Shared: Adventure · Interactive Fiction · Sci-fi

Red Dead Redemption 2
Shared: Adventure · Realistic · Atmospheric

Who's at the door?
Shared: Adventure · Immersive Sim · Choose Your Own Adventure

Whispers from the Star
Shared: Interactive Fiction · Adventure · Choose Your Own Adventure

Warhammer 40,000: Space Marine 2
Shared: Adventure · Sci-fi · 3D