diff --git a/release/package/centos-7/Dockerfile b/release/package/centos-7/Dockerfile
index ff3b57033..9d7922a5b 100644
--- a/release/package/centos-7/Dockerfile
+++ b/release/package/centos-7/Dockerfile
@@ -1,12 +1,14 @@
 FROM centos:7
 
+ARG TOOLCHAIN_VERSION
+
 RUN yum -y update \
     && yum install -y wget git
 # Do NOT be smart here and clean the cache because the container is used in the
 # stateful context.
 
-RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/toolchain-v2/toolchain-v2-binaries-centos-7.tar.gz \
-         -O toolchain-v2-binaries-centos-7.tar.gz \
-    && tar xzvf toolchain-v2-binaries-centos-7.tar.gz -C /opt
+RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/${TOOLCHAIN_VERSION}/${TOOLCHAIN_VERSION}-binaries-centos-7.tar.gz \
+    -O ${TOOLCHAIN_VERSION}-binaries-centos-7.tar.gz \
+    && tar xzvf ${TOOLCHAIN_VERSION}-binaries-centos-7.tar.gz -C /opt
 
 ENTRYPOINT ["sleep", "infinity"]
diff --git a/release/package/centos-8/Dockerfile b/release/package/centos-8/Dockerfile
index 724387e2a..e9a1b556d 100644
--- a/release/package/centos-8/Dockerfile
+++ b/release/package/centos-8/Dockerfile
@@ -1,12 +1,14 @@
 FROM centos:8
 
+ARG TOOLCHAIN_VERSION
+
 RUN dnf -y update \
     && dnf install -y wget git
 # Do NOT be smart here and clean the cache because the container is used in the
 # stateful context.
 
-RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/toolchain-v2/toolchain-v2-binaries-centos-8.tar.gz \
-         -O toolchain-v2-binaries-centos-8.tar.gz \
-    && tar xzvf toolchain-v2-binaries-centos-8.tar.gz -C /opt
+RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/${TOOLCHAIN_VERSION}/${TOOLCHAIN_VERSION}-binaries-centos-8.tar.gz \
+    -O ${TOOLCHAIN_VERSION}-binaries-centos-8.tar.gz \
+    && tar xzvf ${TOOLCHAIN_VERSION}-binaries-centos-8.tar.gz -C /opt
 
 ENTRYPOINT ["sleep", "infinity"]
diff --git a/release/package/debian-10/Dockerfile b/release/package/debian-10/Dockerfile
index f6ff36235..f59616439 100644
--- a/release/package/debian-10/Dockerfile
+++ b/release/package/debian-10/Dockerfile
@@ -1,5 +1,7 @@
 FROM debian:10
 
+ARG TOOLCHAIN_VERSION
+
 # Stops tzdata interactive configuration.
 ENV DEBIAN_FRONTEND=noninteractive
 
@@ -8,8 +10,8 @@ RUN apt update && apt install -y \
 # Do NOT be smart here and clean the cache because the container is used in the
 # stateful context.
 
-RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/toolchain-v2/toolchain-v2-binaries-debian-10.tar.gz \
-         -O toolchain-v2-binaries-debian-10.tar.gz \
-    && tar xzvf toolchain-v2-binaries-debian-10.tar.gz -C /opt
+RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/${TOOLCHAIN_VERSION}/${TOOLCHAIN_VERSION}-binaries-debian-10.tar.gz \
+    -O ${TOOLCHAIN_VERSION}-binaries-debian-10.tar.gz \
+    && tar xzvf ${TOOLCHAIN_VERSION}-binaries-debian-10.tar.gz -C /opt
 
 ENTRYPOINT ["sleep", "infinity"]
diff --git a/release/package/debian-9/Dockerfile b/release/package/debian-9/Dockerfile
index fd49077ce..057e3d1ae 100644
--- a/release/package/debian-9/Dockerfile
+++ b/release/package/debian-9/Dockerfile
@@ -1,5 +1,7 @@
 FROM debian:9
 
+ARG TOOLCHAIN_VERSION
+
 # Stops tzdata interactive configuration.
 ENV DEBIAN_FRONTEND=noninteractive
 
@@ -8,8 +10,8 @@ RUN apt update && apt install -y \
 # Do NOT be smart here and clean the cache because the container is used in the
 # stateful context.
 
-RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/toolchain-v2/toolchain-v2-binaries-debian-9.tar.gz \
-         -O toolchain-v2-binaries-debian-9.tar.gz \
-    && tar xzvf toolchain-v2-binaries-debian-9.tar.gz -C /opt
+RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/${TOOLCHAIN_VERSION}/${TOOLCHAIN_VERSION}-binaries-debian-9.tar.gz \
+    -O ${TOOLCHAIN_VERSION}-binaries-debian-9.tar.gz \
+    && tar xzvf ${TOOLCHAIN_VERSION}-binaries-debian-9.tar.gz -C /opt
 
 ENTRYPOINT ["sleep", "infinity"]
diff --git a/release/package/run.sh b/release/package/run.sh
index 151d48712..fa980c7a2 100755
--- a/release/package/run.sh
+++ b/release/package/run.sh
@@ -6,7 +6,8 @@ SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 SUPPORTED_OFFERING=(community enterprise)
 SUPPORTED_OS=(centos-7 centos-8 debian-9 debian-10 ubuntu-18.04 ubuntu-20.04)
 PROJECT_ROOT="$SCRIPT_DIR/../.."
-ACTIVATE_TOOLCHAIN="source /opt/toolchain-v2/activate"
+TOOLCHAIN_VERSION="toolchain-v3"
+ACTIVATE_TOOLCHAIN="source /opt/${TOOLCHAIN_VERSION}/activate"
 HOST_OUTPUT_DIR="$PROJECT_ROOT/build/output"
 
 print_help () {
@@ -94,7 +95,7 @@ make_package () {
 case "$1" in
     init)
         cd "$SCRIPT_DIR"
-        docker-compose build
+        docker-compose build --build-arg TOOLCHAIN_VERSION="${TOOLCHAIN_VERSION}"
         docker-compose up -d
     ;;
 
diff --git a/release/package/ubuntu-18.04/Dockerfile b/release/package/ubuntu-18.04/Dockerfile
index dc876be77..6222de609 100644
--- a/release/package/ubuntu-18.04/Dockerfile
+++ b/release/package/ubuntu-18.04/Dockerfile
@@ -1,5 +1,7 @@
 FROM ubuntu:18.04
 
+ARG TOOLCHAIN_VERSION
+
 # Stops tzdata interactive configuration.
 ENV DEBIAN_FRONTEND=noninteractive
 
@@ -8,8 +10,8 @@ RUN apt update && apt install -y \
 # Do NOT be smart here and clean the cache because the container is used in the
 # stateful context.
 
-RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/toolchain-v2/toolchain-v2-binaries-ubuntu-18.04.tar.gz \
-         -O toolchain-v2-binaries-ubuntu-18.04.tar.gz \
-    && tar xzvf toolchain-v2-binaries-ubuntu-18.04.tar.gz -C /opt
+RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/${TOOLCHAIN_VERSION}/${TOOLCHAIN_VERSION}-binaries-ubuntu-18.04.tar.gz \
+    -O ${TOOLCHAIN_VERSION}-binaries-ubuntu-18.04.tar.gz \
+    && tar xzvf ${TOOLCHAIN_VERSION}-binaries-ubuntu-18.04.tar.gz -C /opt
 
 ENTRYPOINT ["sleep", "infinity"]
diff --git a/release/package/ubuntu-20.04/Dockerfile b/release/package/ubuntu-20.04/Dockerfile
index c3773ec6f..148876e2b 100644
--- a/release/package/ubuntu-20.04/Dockerfile
+++ b/release/package/ubuntu-20.04/Dockerfile
@@ -1,5 +1,7 @@
 FROM ubuntu:20.04
 
+ARG TOOLCHAIN_VERSION
+
 # Stops tzdata interactive configuration.
 ENV DEBIAN_FRONTEND=noninteractive
 
@@ -8,8 +10,8 @@ RUN apt update && apt install -y \
 # Do NOT be smart here and clean the cache because the container is used in the
 # stateful context.
 
-RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/toolchain-v2/toolchain-v2-binaries-ubuntu-20.04.tar.gz \
-         -O toolchain-v2-binaries-ubuntu-20.04.tar.gz \
-    && tar xzvf toolchain-v2-binaries-ubuntu-20.04.tar.gz -C /opt
+RUN wget -q https://s3-eu-west-1.amazonaws.com/deps.memgraph.io/${TOOLCHAIN_VERSION}/${TOOLCHAIN_VERSION}-binaries-ubuntu-20.04.tar.gz \
+    -O ${TOOLCHAIN_VERSION}-binaries-ubuntu-20.04.tar.gz \
+    && tar xzvf ${TOOLCHAIN_VERSION}-binaries-ubuntu-20.04.tar.gz -C /opt
 
 ENTRYPOINT ["sleep", "infinity"]