Games like Brine
Games like Brine include Don't Starve, Feed and Grow: Fish, Don't Starve Together, Terraria, and Palworld. We matched them by the tags players give Brine on Steam (Adventure, Early Access, Indie, and Survival): closest matches first, and among equally close ones the better-known games.

Don't Starve
Shared: Adventure · Survival · Indie

Feed and Grow: Fish
Shared: Survival · Early Access · Indie

Don't Starve Together
Shared: Survival · Adventure · Indie

Terraria
Shared: Survival · Adventure · Indie

Palworld
Shared: Survival · Indie · Adventure

Last Oasis
Shared: Survival · Adventure · Indie

Beasts of Bermuda
Shared: Adventure · Survival · Early Access

Rust
Shared: Survival · Adventure · Indie

PUBG: BATTLEGROUNDS
Shared: Survival · Adventure · Early Access

Obenseuer
Shared: Indie · Survival · Early Access

We Happy Few
Shared: Adventure · Survival · Indie

ARK: Survival Evolved
Shared: Survival · Adventure · Early Access

The Forest
Shared: Survival · Adventure · Indie

Outlaws of the Old West
Shared: Survival · Adventure · Indie

Raft
Shared: Survival · Adventure · Early Access

ATLAS
Shared: Survival · Adventure · Early Access

ARK: Survival Ascended
Shared: Survival · Adventure · Indie

Starbound
Shared: Adventure · Survival · Indie

The Isle
Shared: Survival · Adventure · Early Access

Forager
Shared: Survival · Indie · Adventure

Grounded 2
Shared: Adventure · Survival · Early Access

The Long Dark
Shared: Survival · Adventure · Indie

Home Behind
Shared: Adventure · Indie · Survival

Rain World
Shared: Survival · Indie · Adventure