Games like JAM Adventures
Games like JAM Adventures include AudioSurf, A Dance of Fire and Ice, Audiosurf 2, Geometry Dash, and Muse Dash. We matched them by the tags players give JAM Adventures on Steam (Casual, Rhythm, Side Scroller, Colorful, and Retro): closest matches first, and among equally close ones the better-known games.

AudioSurf
Shared: Rhythm · Casual · Colorful

A Dance of Fire and Ice
Shared: Rhythm · Singleplayer · Colorful

Audiosurf 2
Shared: Rhythm · Casual · Moddable

Geometry Dash
Shared: Rhythm · Colorful · Singleplayer

Muse Dash
Shared: Rhythm · Casual · Colorful

Music Racer
Shared: Rhythm · Casual · Retro

Melody's Escape
Shared: Rhythm · Colorful · Side Scroller

Trombone Champ
Shared: Rhythm · Casual · Colorful

Rhythm Doctor
Shared: Rhythm · Local Co-Op · Singleplayer

Beat Saber
Shared: Rhythm · Moddable · Singleplayer

Garry's Mod
Shared: Moddable · Casual · Singleplayer

Spin Rhythm XD
Shared: Rhythm · Casual · Indie

Sonic Mania
Shared: Retro · Colorful · Side Scroller

Rocksmith® 2014 Edition REMASTERED LEARN & PLAY
Shared: Rhythm · Casual · Moddable

Sayonara Wild Hearts
Shared: Rhythm · Casual · Colorful

Game Dev Tycoon
Shared: Casual · Indie · Singleplayer

Banana
Shared: Casual · Singleplayer · Colorful

Incredibox
Shared: Casual · Rhythm · Singleplayer

DJMAX RESPECT V
Shared: Rhythm · Casual · Singleplayer

Melatonin
Shared: Rhythm · Colorful · Indie

MUSYNX
Shared: Casual · Rhythm · Singleplayer

Vampire Survivors
Shared: Casual · Singleplayer · Indie

Passpartout: The Starving Artist
Shared: Casual · Singleplayer · Indie

Razortron 2000
Shared: Casual · Retro · Indie