diff --git a/conf/machine/raspberrypi3-64.conf b/conf/machine/raspberrypi3-64.conf
index 60fe8bd..23b59ed 100644
--- a/conf/machine/raspberrypi3-64.conf
+++ b/conf/machine/raspberrypi3-64.conf
@@ -23,7 +23,6 @@ RPI_KERNEL_DEVICETREE = " \
 SERIAL_CONSOLES ?= "115200;ttyS0"
 
 UBOOT_MACHINE = "rpi_3_config"
-MACHINE_FEATURES_append = " vc4graphics"
 
 # When u-boot is enabled we need to use the "Image" format and the "booti"
 # command to load the kernel
diff --git a/conf/machine/raspberrypi4-64.conf b/conf/machine/raspberrypi4-64.conf
index e308577..2bf62ef 100644
--- a/conf/machine/raspberrypi4-64.conf
+++ b/conf/machine/raspberrypi4-64.conf
@@ -20,7 +20,6 @@ SDIMG_KERNELIMAGE ?= "kernel8.img"
 SERIAL_CONSOLES ?= "115200;ttyS0"
 
 UBOOT_MACHINE = "rpi_4_config"
-MACHINE_FEATURES_append = " vc4graphics"
 
 VC4DTBO ?= "vc4-fkms-v3d"
 
diff --git a/conf/machine/raspberrypi4.conf b/conf/machine/raspberrypi4.conf
index 42c765f..1bcf931 100644
--- a/conf/machine/raspberrypi4.conf
+++ b/conf/machine/raspberrypi4.conf
@@ -16,6 +16,5 @@ SDIMG_KERNELIMAGE ?= "kernel7l.img"
 UBOOT_MACHINE = "rpi_4_32b_config"
 SERIAL_CONSOLES ?= "115200;ttyS0"
 
-MACHINE_FEATURES_append = " vc4graphics"
 VC4DTBO ?= "vc4-fkms-v3d"
 ARMSTUB ?= "armstub7.bin"