Games like Come with Me
Games like Come with Me include Chained Together, Human Fall Flat, It Takes Two, PICO PARK, and Pikuniku. We matched them by the tags players give Come with Me on Steam (Indie, Adventure, 3D Platformer, Online Co-Op, and Local Co-Op): closest matches first, and among equally close ones the better-known games.

Chained Together
Shared: Co-op · Adventure · Online Co-Op

Human Fall Flat
Shared: Co-op · Adventure · Indie

It Takes Two
Shared: Co-op · Online Co-Op · Local Co-Op

PICO PARK
Shared: Co-op · Online Co-Op · Local Co-Op

Pikuniku
Shared: Indie · Adventure · Co-op

ibb & obb
Shared: Co-op · Online Co-Op · Indie

Overcooked! 2
Shared: Co-op · Online Co-Op · Local Co-Op

Trine 3: The Artifacts of Power
Shared: Co-op · 3D Platformer · Puzzle Platformer

Castle Crashers®
Shared: Co-op · Online Co-Op · Adventure

Biped
Shared: Co-op · Online Co-Op · Adventure

PEAK
Shared: Co-op · Adventure · Online Co-Op

RV There Yet?
Shared: Co-op · Adventure · Online Co-Op

BattleBlock Theater®
Shared: Co-op · Platformer · Local Co-Op

Portal 2
Shared: Platformer · Co-op · 3D Platformer

PHOGS!
Shared: Co-op · Adventure · Indie

Carry The Glass
Shared: Co-op · Online Co-Op · Adventure

How to Fish
Shared: Co-op · Indie · Online Co-Op

Trine 2: Complete Story
Shared: Co-op · Puzzle Platformer · Platformer

Tick Tock: A Tale for Two
Shared: Co-op · Adventure · Indie

Gang Beasts
Shared: Co-op · Indie · Casual

Split Fiction
Shared: Co-op · Local Co-Op · Online Co-Op

Magicka
Shared: Co-op · Online Co-Op · Adventure

A Hat in Time
Shared: 3D Platformer · Adventure · Indie

Super Bunny Man
Shared: Co-op · Platformer · Online Co-Op