Games like Muchacho Bean
Games like Muchacho Bean include Vampire Survivors, Megabonk, The Binding of Isaac: Rebirth, Enter the Gungeon, and Skul: The Hero Slayer. We matched them by the tags players give Muchacho Bean on Steam (Indie, Action Roguelike, Precision Platformer, Roguelite, and Bullet Hell): closest matches first, and among equally close ones the better-known games.

Vampire Survivors
Shared: Action Roguelike · Roguelite · Bullet Hell

Megabonk
Shared: Action Roguelike · Indie · Roguelite

The Binding of Isaac: Rebirth
Shared: Action Roguelike · Indie · Difficult

Enter the Gungeon
Shared: Action Roguelike · Bullet Hell · Indie

Skul: The Hero Slayer
Shared: Indie · Action Roguelike · Roguelite

Downwell
Shared: Precision Platformer · Action Roguelike · Indie

Nuclear Throne
Shared: Action Roguelike · Indie · Pixel Graphics

Star of Providence
Shared: Action Roguelike · Roguelite · Indie

BALL x PIT
Shared: Roguelite · Action Roguelike · Bullet Hell

Halls of Torment
Shared: Action Roguelike · Roguelite · Bullet Hell

Boneraiser Minions
Shared: Action Roguelike · Bullet Hell · Roguelite

Celeste
Shared: Precision Platformer · Indie · Difficult

Nova Drift
Shared: Roguelite · Action Roguelike · Bullet Hell

Death Must Die
Shared: Action Roguelike · Roguelite · Bullet Hell

Hades
Shared: Action Roguelike · Indie · Roguelite

20 Minutes Till Dawn
Shared: Action Roguelike · Bullet Hell · Roguelite

Dungreed
Shared: Action Roguelike · Indie · Roguelite

Super Meat Boy
Shared: Precision Platformer · Indie · Difficult

LUFTRAUSERS
Shared: Indie · Bullet Hell · Arcade

Bit Blaster XL
Shared: Bullet Hell · Difficult · Shoot 'Em Up

The Binding of Isaac
Shared: Action Roguelike · Indie · Difficult

Risk of Rain (2013)
Shared: Action Roguelike · Indie · Pixel Graphics

Noita
Shared: Indie · Difficult · Pixel Graphics

Jump King
Shared: Indie · Precision Platformer · Difficult