Games like Shovel Pirate
Games like Shovel Pirate include SANABI, Webbed, Ori and the Will of the Wisps, Celeste, and Skul: The Hero Slayer. We matched them by the tags players give Shovel Pirate on Steam (Action, Adventure, Action-Adventure, Platformer, and 2D Platformer): closest matches first, and among equally close ones the better-known games.

SANABI
Shared: Action · Adventure · 2D Platformer

Webbed
Shared: 2D Platformer · Platformer · Exploration

Ori and the Will of the Wisps
Shared: Platformer · Action · Adventure

Celeste
Shared: Platformer · Indie · 2D Platformer

Skul: The Hero Slayer
Shared: Action · Indie · Platformer

Monster Boy and the Cursed Kingdom
Shared: Action · Adventure · Platformer

Hollow Knight
Shared: Platformer · Indie · Adventure

Trine 5: A Clockwork Conspiracy
Shared: Action · Adventure · Platformer

Shovel Knight: Treasure Trove
Shared: Platformer · Adventure · Action

Owlboy
Shared: Adventure · Platformer · Indie

F.I.S.T.: Forged In Shadow Torch
Shared: Action · Platformer · Adventure

Prince of Persia The Lost Crown
Shared: Action · 2D Platformer · Adventure

Momodora: Reverie Under The Moonlight
Shared: 2D Platformer · Exploration · Side Scroller

Iconoclasts
Shared: Action · Indie · Adventure

Gato Roboto
Shared: Action · Adventure · Indie

Broforce
Shared: Action · Platformer · Indie

MO:Astray
Shared: Action · Adventure · Indie

ANTONBLAST
Shared: Action · 2D Platformer · 2D

Rain World
Shared: Indie · Platformer · Exploration

Sonic Superstars
Shared: Action · Adventure · Platformer

Sonic Mania
Shared: Platformer · Adventure · Action

Planet of Lana
Shared: Action · 2D Platformer · Puzzle Platformer

BlazBlue Entropy Effect
Shared: Action · Action-Adventure · Platformer

Pizza Tower
Shared: 2D Platformer · Indie · Platformer