Games like Cat's Rage
Games like Cat's Rage include Getting Over It with Bennett Foddy, Octodad: Dadliest Catch, Human Fall Flat, Totally Accurate Battle Simulator, and Gang Beasts. We matched them by the tags players give Cat's Rage on Steam (Difficult, Physics, Local Co-Op, Adventure, and Funny): closest matches first, and among equally close ones the better-known games.

Getting Over It with Bennett Foddy
Shared: Difficult · Physics · Singleplayer

Octodad: Dadliest Catch
Shared: Physics · Funny · Adventure

Human Fall Flat
Shared: Physics · Funny · Adventure

Totally Accurate Battle Simulator
Shared: Funny · Physics · Adventure

Gang Beasts
Shared: Physics · Funny · Local Co-Op

Heavenly Bodies
Shared: Physics · Local Co-Op · Difficult

RV There Yet?
Shared: Funny · Adventure · Physics

I Am Bread
Shared: Physics · Difficult · Funny

Hollow Knight: Silksong
Shared: Difficult · Indie · Singleplayer

A Difficult Game About Climbing
Shared: Difficult · Adventure · Physics

Donut County
Shared: Funny · Physics · Adventure

Poly Bridge
Shared: Physics · Difficult · Singleplayer

Copycat
Shared: Cats · Adventure · Emotional

Noita
Shared: Physics · Difficult · Indie

Cairn
Shared: Difficult · Adventure · Indie

To the Moon
Shared: Adventure · Emotional · Indie

Stray
Shared: Adventure · Cats · Singleplayer

Cuphead
Shared: Difficult · Local Co-Op · Indie

Hollow Knight
Shared: Difficult · Adventure · Singleplayer

Get To Work
Shared: Difficult · Adventure · Funny

The Binding of Isaac: Rebirth
Shared: Difficult · Indie · Local Co-Op

Fun with Ragdolls: The Game
Shared: Physics · Funny · Indie

Exanima
Shared: Physics · Difficult · Adventure

Peaks of Yore
Shared: Difficult · Physics · Adventure