You can obtain the mushroom blocks using silk touch on the big mushrooms, but they aren't present in the creative inventory.
MC-113957
Mushroom blocks aren't in the creative inventory.
Resolved
Works As Intended
0
(Unassigned)
Unconfirmed
creative-inventory-contents
Minecraft 1.11.2, Minecraft 17w06a
Retrieved
Not a bug.