diff --git a/appveyor.yml b/appveyor.yml
index 46614907ab5..93bb8bde7d2 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -18,7 +18,7 @@ install:
     - rustup-init.exe -y --default-host %TARGET% --default-toolchain nightly
     - set PATH=%PATH%;C:\Users\appveyor\.cargo\bin
     - del rust-toolchain
-    - cargo install rustup-toolchain-install-master --debug || echo "rustup-toolchain-install-master already installed"
+    - cargo install --git https://github.com/kennytm/rustup-toolchain-install-master --debug || echo "rustup-toolchain-install-master already installed"
     - rustup-toolchain-install-master -f -n master -c rustc-dev
     - rustup component add rustfmt --toolchain nightly & exit 0 # Format test handles missing rustfmt
     - rustup default master
diff --git a/setup-toolchain.sh b/setup-toolchain.sh
index 93b78bc21c2..012d26a1046 100755
--- a/setup-toolchain.sh
+++ b/setup-toolchain.sh
@@ -4,7 +4,10 @@
 cd "$(dirname "$0")" || exit
 
 if ! command -v rustup-toolchain-install-master > /dev/null; then
-  cargo install rustup-toolchain-install-master --debug
+  cargo install \
+    --git https://github.com/kennytm/rustup-toolchain-install-master \
+    --bin rustup-toolchain-install-master \
+    --debug
 fi
 
 rustup-toolchain-install-master -f -n master -c rustc-dev