Games like Remember Me
Games like Remember Me include Slime Rancher, Stray, Slime Rancher 2, Outer Wilds, and The Witness. We matched them by the tags players give Remember Me on Steam (Adventure, Singleplayer, Puzzle, Cute, and Exploration): closest matches first, and among equally close ones the better-known games.

Slime Rancher
Shared: Adventure · Cute · Singleplayer

Stray
Shared: Adventure · Singleplayer · Exploration

Slime Rancher 2
Shared: Singleplayer · Cute · Adventure

Outer Wilds
Shared: Adventure · Exploration · Puzzle

The Witness
Shared: Puzzle · Singleplayer · Exploration

Poppy Playtime
Shared: Singleplayer · Puzzle · First-Person

Fallout 4
Shared: Singleplayer · Adventure · Open World

Firewatch
Shared: Adventure · Singleplayer · Exploration

Hogwarts Legacy
Shared: Singleplayer · Adventure · Open World

The Long Dark
Shared: Singleplayer · Exploration · Open World

Rise of the Tomb Raider™
Shared: Adventure · Singleplayer · Open World

A Short Hike
Shared: Adventure · Exploration · Cute

Crimson Desert Enhanced
Shared: Singleplayer · Adventure · Open World

The Last Campfire
Shared: Adventure · Puzzle · Singleplayer

Big Walk
Shared: Puzzle · Adventure · Exploration

Blue Prince
Shared: Puzzle · Exploration · Singleplayer

The Elder Scrolls IV: Oblivion Remastered
Shared: Singleplayer · Adventure · Open World

MiSide
Shared: Cute · Singleplayer · First-Person

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

The Forest
Shared: Adventure · Open World · Exploration

No Man's Sky
Shared: Open World · Exploration · Adventure

Riven
Shared: Adventure · Puzzle · Singleplayer

Fallout: New Vegas
Shared: Singleplayer · Open World · Exploration

Subnautica
Shared: Singleplayer · Exploration · Open World