Games like Shoot For The Stars
Games like Shoot For The Stars include Celeste, Super Meat Boy, Jump King, Geometry Dash, and VVVVVV. We matched them by the tags players give Shoot For The Stars on Steam (Precision Platformer, Platformer, Casual, Physics, and 2D): closest matches first, and among equally close ones the better-known games.

Celeste
Shared: Precision Platformer · Platformer · Pixel Graphics

Super Meat Boy
Shared: Precision Platformer · Platformer · 2D

Jump King
Shared: Precision Platformer · Platformer · Psychological Horror

Geometry Dash
Shared: Precision Platformer · 2D · Platformer

VVVVVV
Shared: Precision Platformer · Platformer · Pixel Graphics

Getting Over It with Bennett Foddy
Shared: Physics · Psychological Horror · Singleplayer

Downwell
Shared: Precision Platformer · Platformer · Pixel Graphics

SANABI
Shared: Action · 2D · Pixel Graphics

People Playground
Shared: Physics · 2D · Singleplayer

Katana ZERO
Shared: Platformer · Action · Pixel Graphics

BEEP
Shared: Platformer · 2D · Physics

A Difficult Game About Climbing
Shared: Platformer · Precision Platformer · Psychological Horror

Zup! S
Shared: Casual · Physics · 2D

Broforce
Shared: Platformer · 2D · Action

Webbed
Shared: Physics · Platformer · 2D

Ambidextro
Shared: Precision Platformer · Platformer · Action

Pizza Tower
Shared: Platformer · 2D Platformer · Singleplayer

My Friend Pedro
Shared: Parkour · Action · Platformer

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

Defy Gravity Extended
Shared: Platformer · 2D · Casual

The End Is Nigh
Shared: Precision Platformer · Platformer · 2D

Shovel Knight: Treasure Trove
Shared: Platformer · 2D · Pixel Graphics

The Messenger
Shared: Platformer · 2D · Pixel Graphics

Vampire Survivors
Shared: 2D · Casual · Singleplayer