diff --git a/scripts/dev_cli.sh b/scripts/dev_cli.sh
index 0d25a0dc0..80bb58fff 100755
--- a/scripts/dev_cli.sh
+++ b/scripts/dev_cli.sh
@@ -310,9 +310,7 @@ cmd_tests() {
 	       --volume "$CLH_ROOT_DIR:$CTR_CLH_ROOT_DIR" \
 	       --volume "$CLH_INTEGRATION_WORKLOADS:$CTR_CLH_INTEGRATION_WORKLOADS" \
 	       --env USER="root" \
-	       --env BUILD_TARGET="$target" \
-	       --env CFLAGS="$cflags" \
-	       --env TARGET_CC="$target_cc" \
+	       --env CH_LIBC="${libc}" \
 	       "$CTR_IMAGE" \
 	       ./scripts/run_integration_tests.sh "$@" || fix_dir_perms $? || exit $?
     fi
diff --git a/scripts/run_integration_tests.sh b/scripts/run_integration_tests.sh
index e1bc35ff3..4b10ee78c 100755
--- a/scripts/run_integration_tests.sh
+++ b/scripts/run_integration_tests.sh
@@ -210,6 +210,13 @@ sudo ip tuntap add name vunet-tap0 mode tap
 # Create tap interface with multipe queues support for vhost_user_net test.
 sudo ip tuntap add name vunet-tap1 mode tap multi_queue
 
+BUILD_TARGET="$(uname -m)-unknown-linux-${CH_LIBC}"
+CFLAGS=""
+TARGET_CC=""
+if [[ "$target" == "x86_64-unknown-linux-musl" ]]; then
+TARGET_CC="musl-gcc"
+CFLAGS="-I /usr/include/x86_64-linux-musl/ -idirafter /usr/include/"
+fi
 
 cargo build --release --target $BUILD_TARGET
 strip target/$BUILD_TARGET/release/cloud-hypervisor