Games like Midnight Train
Games like Midnight Train include Outlast, Outlast 2, Resident Evil 7 Biohazard, Poppy Playtime, and Resident Evil Village. We matched them by the tags players give Midnight Train on Steam (Horror, Adventure, First-Person, Action, and Survival Horror): closest matches first, and among equally close ones the better-known games.

Outlast
Shared: Horror · First-Person · Survival Horror

Outlast 2
Shared: Horror · First-Person · Survival Horror

Resident Evil 7 Biohazard
Shared: Horror · First-Person · Survival Horror

Poppy Playtime
Shared: Horror · First-Person · Survival Horror

Resident Evil Village
Shared: Horror · First-Person · Survival Horror

Amnesia: The Dark Descent
Shared: Horror · Survival Horror · First-Person

The Forest
Shared: Horror · Adventure · First-Person

SOMA
Shared: Horror · Atmospheric · Psychological Horror

Dead by Daylight
Shared: Horror · Survival Horror · Gore

The Outlast Trials
Shared: Horror · Survival Horror · First-Person

The Beast Inside
Shared: Horror · Adventure · First-Person

Alien: Isolation
Shared: Horror · Survival Horror · First-Person

Darkwood
Shared: Horror · Adventure · Survival Horror

Bendy and the Dark Revival
Shared: Horror · First-Person · Action

Escape the Backrooms
Shared: Horror · First-Person · Survival Horror

Lethal Company
Shared: Horror · First-Person · Survival Horror

Five Nights at Freddy's: Security Breach
Shared: Horror · First-Person · Survival Horror

Slender: The Arrival
Shared: Horror · First-Person · Survival Horror

Five Nights at Freddy's
Shared: Horror · Survival Horror · Psychological Horror

The Evil Within 2
Shared: Horror · Survival Horror · Action

Amnesia: The Bunker
Shared: Horror · Survival Horror · First-Person

The Evil Within
Shared: Horror · Survival Horror · Psychological Horror

METRO 2033 Redux
Shared: Horror · Atmospheric · Action

Ultimate Custom Night
Shared: Horror · Survival Horror · First-Person