Games like Mysterious Place
Games like Mysterious Place include FEZ, ANIMAL WELL, Trine 2: Complete Story, Webbed, and SANABI. We matched them by the tags players give Mysterious Place on Steam (Casual, Puzzle, Platformer, Action-Adventure, and 2D Platformer): closest matches first, and among equally close ones the better-known games.

FEZ
Shared: Puzzle · Platformer · Casual

ANIMAL WELL
Shared: Puzzle · Platformer · Exploration

Trine 2: Complete Story
Shared: Platformer · Action-Adventure · Puzzle

Webbed
Shared: 2D Platformer · Platformer · Pixel Graphics

SANABI
Shared: 2D Platformer · Pixel Graphics · Action-Adventure

Braid
Shared: Puzzle · Platformer · 2D Platformer

Laughing to Die
Shared: Casual · Puzzle · Platformer

Thank Goodness You're Here!
Shared: Casual · 2D Platformer · Exploration

Celeste
Shared: Platformer · 2D Platformer · Pixel Graphics

Rain World
Shared: Platformer · Exploration · Pixel Graphics

Öoo
Shared: Puzzle · 2D Platformer · Platformer

There Is No Game: Wrong Dimension
Shared: Puzzle · Casual · Pixel Graphics

DAVE THE DIVER
Shared: Casual · Pixel Graphics · Exploration

Chained Together
Shared: Casual · Platformer · Action-Adventure

Ori and the Will of the Wisps
Shared: Platformer · Exploration · Action-Adventure

Sonic Superstars
Shared: Platformer · Casual · 2D Platformer

Pikuniku
Shared: Casual · Puzzle · Platformer

Portal 2
Shared: Puzzle · Platformer · Action-Adventure

LIMBO
Shared: Puzzle · Platformer · 2D

VVVVVV
Shared: Platformer · 2D Platformer · Pixel Graphics

Hollow Knight
Shared: Platformer · 2D · Exploration

Out There Somewhere
Shared: Platformer · Puzzle · Pixel Graphics

Cookie Clicker
Shared: Casual · Idler · Pixel Graphics

Katana ZERO
Shared: Platformer · Pixel Graphics · 2D Platformer