Games like Rhythm Doctor
Games like Rhythm Doctor include A Dance of Fire and Ice, Geometry Dash, Muse Dash, DELTARUNE, and DJMAX RESPECT V. We matched them by the tags players give Rhythm Doctor on Steam (Rhythm, Music, Pixel Graphics, Story Rich, and Indie): closest matches first, and among equally close ones the better-known games.

A Dance of Fire and Ice
Shared: Rhythm · Music · Level Editor

Geometry Dash
Shared: Music · Rhythm · Level Editor

Muse Dash
Shared: Rhythm · Music · Singleplayer

DELTARUNE
Shared: Story Rich · Pixel Graphics · Singleplayer

DJMAX RESPECT V
Shared: Rhythm · Music · Action

Undertale
Shared: Story Rich · Pixel Graphics · Singleplayer

Just Shapes & Beats
Shared: Rhythm · Music · Indie

Broforce
Shared: Pixel Graphics · Action · Local Co-Op

Everhood
Shared: Music · Story Rich · Pixel Graphics

Vampire Survivors
Shared: Pixel Graphics · Indie · Singleplayer

Afterbeat (Project Arrhythmia)
Shared: Music · Rhythm · Level Editor

BattleBlock Theater®
Shared: Level Editor · Local Co-Op · Funny

SANABI
Shared: Pixel Graphics · Story Rich · Action

Everhood 2
Shared: Music · Story Rich · Indie

Crypt of the NecroDancer
Shared: Rhythm · Pixel Graphics · Music

Intralism
Shared: Rhythm · Music · Level Editor

Rift of the NecroDancer
Shared: Rhythm · Music · Indie

There Is No Game: Wrong Dimension
Shared: Indie · Pixel Graphics · Story Rich

OneShot
Shared: Pixel Graphics · Story Rich · Indie

To the Moon
Shared: Story Rich · Pixel Graphics · Indie

AudioSurf
Shared: Rhythm · Music · Indie

Gunpoint
Shared: Pixel Graphics · Indie · Singleplayer

Timberman
Shared: Pixel Graphics · Indie · Singleplayer

Katana ZERO
Shared: Pixel Graphics · Story Rich · Action