Games like Cat Rhapsody
Games like Cat Rhapsody include Stray, A Short Hike, Slime Rancher, Webbed, and DAVE THE DIVER. We matched them by the tags players give Cat Rhapsody on Steam (Adventure, Exploration, 2D Platformer, Cats, and Cute): closest matches first, and among equally close ones the better-known games.

Stray
Shared: Adventure · Cats · Exploration

A Short Hike
Shared: Exploration · Adventure · Cute

Slime Rancher
Shared: Exploration · Adventure · Cute

Webbed
Shared: 2D Platformer · Cute · Exploration

DAVE THE DIVER
Shared: Adventure · Pixel Graphics · Exploration

Cat Quest
Shared: Adventure · Cats · Cute

Rain World
Shared: Exploration · Pixel Graphics · Adventure

Gato Roboto
Shared: Adventure · Pixel Graphics · Indie

SANABI
Shared: Adventure · Pixel Graphics · 2D Platformer

Sonic Origins
Shared: Adventure · 2D Platformer · Pixel Graphics

Momodora: Reverie Under The Moonlight
Shared: 2D Platformer · Exploration · Pixel Graphics

OneShot
Shared: Pixel Graphics · Cute · Adventure

Celeste
Shared: Pixel Graphics · 2D Platformer · Indie

CATO: Buttered Cat
Shared: Adventure · Cats · Cute

Terraria
Shared: Adventure · Pixel Graphics · Exploration

Crypt Custodian
Shared: Adventure · Exploration · Cute

Little Kitty, Big City
Shared: Exploration · Cats · Cute

Haiku, the Robot
Shared: Adventure · Exploration · Pixel Graphics

Cat Quest III
Shared: Adventure · Exploration · Cats

Escape From Duckov
Shared: Adventure · Exploration · Action

FEZ
Shared: Exploration · Adventure · Pixel Graphics

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

Pikuniku
Shared: Adventure · Cute · Casual

Nyaruru Fishy Fight
Shared: 2D Platformer · Exploration · Cute