Games like Red Fury
Games like Red Fury include Teenage Mutant Ninja Turtles: Shredder's Revenge, Streets of Rage 4, Mark of the Ninja: Remastered, The Vagrant, and ICEY. We matched them by the tags players give Red Fury on Steam (2D, Hand-drawn, Beat 'em up, Ninja, and Action): closest matches first, and among equally close ones the better-known games.

Teenage Mutant Ninja Turtles: Shredder's Revenge
Shared: Beat 'em up · 2D · Side Scroller

Streets of Rage 4
Shared: Beat 'em up · 2D · Action

Mark of the Ninja: Remastered
Shared: 2D · Ninja · Action

The Vagrant
Shared: 2D · Action · Female Protagonist

ICEY
Shared: Action · Female Protagonist · 2D

Shank
Shared: Beat 'em up · 2D · Action

Mark of the Ninja
Shared: 2D · Ninja · Action

Fight'N Rage
Shared: 2D · Beat 'em up · Action

ENDER LILIES: Quietus of the Knights
Shared: Female Protagonist · 2D · Singleplayer

Hollow Knight: Silksong
Shared: 2D · Singleplayer · Female Protagonist

Kung Fury: Street Rage - Ultimate Edition
Shared: Beat 'em up · Action · 2D

One Finger Death Punch
Shared: Action · Beat 'em up · 2D

One Finger Death Punch 2
Shared: Beat 'em up · Action · 2D

Bladed fury
Shared: Action · 2D · Female Protagonist

SHINOBI: Art of Vengeance
Shared: Action · 2D · Ninja

People Playground
Shared: 2D · Gore · Singleplayer

Sifu
Shared: Beat 'em up · Action · Singleplayer

Shank 2
Shared: Beat 'em up · 2D · Action

Skul: The Hero Slayer
Shared: Action · 2D · Indie

Hollow Knight
Shared: 2D · Singleplayer · Hand-drawn

Mother Russia Bleeds
Shared: Beat 'em up · Action · 2D

Broforce
Shared: 2D · Action · Side Scroller

River City Girls
Shared: Beat 'em up · Action · 2D

NINJA GAIDEN: Ragebound
Shared: Ninja · Action · 2D