Games like Mystic Melee
Games like Mystic Melee include Skul: The Hero Slayer, SANABI, Shovel Knight: Treasure Trove, Dungeon Munchies, and Broforce. We matched them by the tags players give Mystic Melee on Steam (Indie, Action, Adventure, Early Access, and Platformer): closest matches first, and among equally close ones the better-known games.

Skul: The Hero Slayer
Shared: Indie · Action · Pixel Graphics

SANABI
Shared: Action · Adventure · Pixel Graphics

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

Dungeon Munchies
Shared: Indie · Action · Adventure

Broforce
Shared: Action · Indie · Pixel Graphics

MO:Astray
Shared: Indie · Action · Adventure

Rivals of Aether
Shared: Indie · 2D Fighter · Pixel Graphics

Katana ZERO
Shared: Action · Indie · Pixel Graphics

Out There Somewhere
Shared: Indie · Platformer · Adventure

BEEP
Shared: Indie · Adventure · Platformer

Noita
Shared: Indie · Physics · Pixel Graphics

Dust: An Elysian Tail
Shared: Action · Indie · Platformer

Gato Roboto
Shared: Indie · Action · Adventure

CARRION
Shared: Action · Indie · Pixel Graphics

Celeste
Shared: Indie · Platformer · Pixel Graphics

Axiom Verge
Shared: Indie · Action · Platformer

TowerFall Ascension
Shared: Indie · Action · 2D Fighter

Jump King
Shared: Indie · Adventure · Action

Iconoclasts
Shared: Indie · Action · Adventure

Angry Video Game Nerd Adventures
Shared: Indie · Action · Platformer

Owlboy
Shared: Indie · Adventure · Platformer

BlazBlue Entropy Effect
Shared: Action · Platformer · Indie

ScourgeBringer
Shared: Indie · Action · Adventure

Seen
Shared: Indie · Adventure · Action