Concept:
Clay minerals are fine-grained hydrous alumino-silicate minerals. They are important raw materials in ceramic bodies because they provide plasticity and help in shaping.
Step 1: Quartz is a silica mineral.
\[
Quartz = SiO_2
\]
It is not a clay mineral.
Step 2: Gypsum is calcium sulphate dihydrate.
\[
Gypsum = CaSO_4\cdot 2H_2O
\]
It is not a clay mineral.
Step 3: Feldspar is an alumino-silicate mineral of potassium, sodium, or calcium. It is mainly used as a flux in ceramics.
Step 4: Kaolinite is a true clay mineral. Its formula is commonly written as:
\[
Al_2Si_2O_5(OH)_4
\]
Step 5: Since kaolinite belongs to the clay mineral group, the correct answer is:
\[
\boxed{\text{Kaolinite}}
\]