diff --git a/pages/getting-started/install-memgraph/direct-download-links.mdx b/pages/getting-started/install-memgraph/direct-download-links.mdx
index b270b98e6..6b6e7fdff 100644
--- a/pages/getting-started/install-memgraph/direct-download-links.mdx
+++ b/pages/getting-started/install-memgraph/direct-download-links.mdx
@@ -87,9 +87,12 @@ provides it ready-configured.
 - [https://download.memgraph.com/memgraph/v3.14.0/aarch64-rpm-fips/memgraph-3.14.0_1-1.aarch64.rpm](https://download.memgraph.com/memgraph/v3.14.0/aarch64-rpm-fips/memgraph-3.14.0_1-1.aarch64.rpm) (FIPS 140-3)
 - [https://download.memgraph.com/memgraph/v3.14.0/aarch64-rpm-fips/memgraph-debuginfo-3.14.0_1-1.aarch64.rpm](https://download.memgraph.com/memgraph/v3.14.0/aarch64-rpm-fips/memgraph-debuginfo-3.14.0_1-1.aarch64.rpm) (FIPS 140-3)
 
-# MAGE direct download links
+## MAGE
 
-## Docker
+MAGE, the graph algorithms library, as Docker image archives and Linux
+packages.
+
+### MAGE Docker images
 
 - [MAGE Docker amd64 (release)](https://download.memgraph.com/memgraph-mage/v3.14.0/docker-x86_64/mage-3.14.0.tar.gz)
 - [MAGE Docker arm64 (release)](https://download.memgraph.com/memgraph-mage/v3.14.0/docker-aarch64/mage-3.14.0-arm64.tar.gz)
@@ -101,7 +104,7 @@ provides it ready-configured.
 - [MAGE Docker amd64 (relwithdebinfo-cuda)](https://download.memgraph.com/memgraph-mage/v3.14.0/docker-x86_64-relwithdebinfo-cuda/mage-3.14.0-relwithdebinfo-cuda.tar.gz)
 - [MAGE Docker amd64 (relwithdebinfo-cugraph)](https://download.memgraph.com/memgraph-mage/v3.14.0/docker-x86_64-relwithdebinfo-cugraph/mage-3.14.0-relwithdebinfo-cugraph.tar.gz)
 
-## Linux
+### MAGE Linux packages
 
 The MAGE packages are distro-agnostic as well: one `.deb` for Debian-family and
 one `.rpm` for RHEL-family distributions, per architecture. They require the
@@ -123,7 +126,7 @@ work but are untested.
 
 </Callout>
 
-### Debian / Ubuntu (`.deb`)
+#### MAGE DEB packages
 - [MAGE amd64](https://download.memgraph.com/memgraph-mage/v3.14.0/x86_64-deb/memgraph-mage_3.14.0-1_amd64.deb)
 - [MAGE arm64](https://download.memgraph.com/memgraph-mage/v3.14.0/aarch64-deb/memgraph-mage_3.14.0-1_arm64.deb)
 - [MAGE amd64 (debuginfo)](https://download.memgraph.com/memgraph-mage/v3.14.0/x86_64-deb/memgraph-mage-debuginfo_3.14.0-1_amd64.deb)
@@ -133,7 +136,7 @@ work but are untested.
 - [MAGE amd64 (cugraph)](https://download.memgraph.com/memgraph-mage/v3.14.0/x86_64-deb-cugraph/memgraph-mage_3.14.0-1_amd64-cugraph.deb)
 - [MAGE amd64 (cugraph debuginfo)](https://download.memgraph.com/memgraph-mage/v3.14.0/x86_64-deb-cugraph/memgraph-mage-debuginfo_3.14.0-1_amd64-cugraph.deb)
 
-### RHEL / CentOS / Rocky / Fedora (`.rpm`)
+#### MAGE RPM packages
 - [MAGE x86_64](https://download.memgraph.com/memgraph-mage/v3.14.0/x86_64-rpm/memgraph-mage-3.14.0_1-1.x86_64.rpm)
 - [MAGE aarch64](https://download.memgraph.com/memgraph-mage/v3.14.0/aarch64-rpm/memgraph-mage-3.14.0_1-1.aarch64.rpm)
 - [MAGE x86_64 (debuginfo)](https://download.memgraph.com/memgraph-mage/v3.14.0/x86_64-rpm/memgraph-mage-debuginfo-3.14.0_1-1.x86_64.rpm)