Previously MCKK had an English song. But presently the College uses a Malay song. While the College song is more formal, the students have their own cheering rhymes (Bung Wak, Gemilang, etc) used to turn the College field into a Kop-like atmosphere for rugby, football and hockey matches.

Old College Song

We offer our youth
To the world we built
With courage and truth
And love fulfilled

A city will rise
That is bright and fair
Into peaceful skies
Into cloudless air

Proudly we'll serve
And with faith we'll strain
Muscle and nerve
And heart and brain

Till wisdom descends
Like a silver dove
Till evil ends
And the law is love...

Present College Song

Oh Kolej Melayu
Harapan bangsaku
Dengan sejarah yang cemerlang
Harumlah namamu

Kolej istimewa
Didikan untuk semua
Keluar membimbing negara
Maju terus mara

Bangga kurasakan
Khidmat kuberikan
Takku lupakan jasa-jasamu
Oh Kolej Melayu