diff --git a/.github/workflows/rolling-release.yml b/.github/workflows/rolling-release.yml
index 1818330a1..66bc51e09 100644
--- a/.github/workflows/rolling-release.yml
+++ b/.github/workflows/rolling-release.yml
@@ -175,7 +175,7 @@ jobs:
         cd build
         cmake -DCMAKE_BUILD_TYPE=Release -DBUILD_NOGUI_FRONTEND=ON -DBUILD_QT_FRONTEND=ON -DUSE_DRMKMS=ON -DUSE_EGL=ON -DUSE_SDL2=ON -DUSE_WAYLAND=ON -DUSE_X11=ON -G Ninja ..
         ninja
-        ../appimage/generate_appimages.sh $(pwd)
+        ../scripts/generate_appimages.sh $(pwd)
 
     - name: Upload NoGUI AppImage
       uses: actions/upload-artifact@v1
diff --git a/appimage/duckstation-nogui.desktop b/dist/duckstation-nogui.desktop
similarity index 100%
rename from appimage/duckstation-nogui.desktop
rename to dist/duckstation-nogui.desktop
diff --git a/appimage/duckstation-qt.desktop b/dist/duckstation-qt.desktop
similarity index 100%
rename from appimage/duckstation-qt.desktop
rename to dist/duckstation-qt.desktop
diff --git a/appimage/icon-16px.png b/dist/icon-16px.png
similarity index 100%
rename from appimage/icon-16px.png
rename to dist/icon-16px.png
diff --git a/appimage/icon-32px.png b/dist/icon-32px.png
similarity index 100%
rename from appimage/icon-32px.png
rename to dist/icon-32px.png
diff --git a/appimage/icon-48px.png b/dist/icon-48px.png
similarity index 100%
rename from appimage/icon-48px.png
rename to dist/icon-48px.png
diff --git a/appimage/icon-64px.png b/dist/icon-64px.png
similarity index 100%
rename from appimage/icon-64px.png
rename to dist/icon-64px.png
diff --git a/dist/org.duckstation.DuckStation.metainfo.xml b/dist/org.duckstation.DuckStation.metainfo.xml
new file mode 100644
index 000000000..c94ee92b7
--- /dev/null
+++ b/dist/org.duckstation.DuckStation.metainfo.xml
@@ -0,0 +1,33 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<component type="desktop-application">
+  <id>org.duckstation.DuckStation</id>
+  <launchable type="desktop-id">org.duckstation.DuckStation.desktop</launchable>
+  <metadata_license>CC0-1.0</metadata_license>
+  <project_license>GPL-3.0</project_license>
+  <name>DuckStation</name>
+  <summary>PlayStation 1/PSX emulator.</summary>
+  <description>
+    <p>
+      DuckStation is an simulator/emulator of the Sony PlayStation(TM) console, focusing on playability, speed, and long-term maintainability.
+      The goal is to be as accurate as possible while maintaining performance suitable for low-end devices.
+    </p>
+  </description>
+  <screenshots>
+    <screenshot type="default"><image>https://github.com/stenzek/duckstation/raw/md-images/bigduck.png</image></screenshot>
+    <screenshot><image>https://github.com/stenzek/duckstation/raw/md-images/main.png</image></screenshot>
+    <screenshot><image>https://github.com/stenzek/duckstation/raw/md-images/gamegrid.png</image></screenshot>
+    <screenshot><image>https://github.com/stenzek/duckstation/raw/md-images/tof.jpg</image></screenshot>
+  </screenshots>
+  <categories>
+    <category>Games</category>
+    <category>Emulator</category>
+  </categories>
+  <url type="homepage">https://duckstation.org/</url>
+  <url type="bugtracker">https://github.com/stenzek/duckstation/issues</url>
+  <url type="help">https://www.duckstation.org/wiki/Main_Page</url>
+  <developer_name>Connor McLaughlin</developer_name>
+  <content_rating type="oars-1.1" />
+  <releases>
+    <release date="2021-04-24" version="nightly" />
+  </releases>
+</component>
diff --git a/appimage/generate_appimages.sh b/scripts/generate_appimages.sh
similarity index 98%
rename from appimage/generate_appimages.sh
rename to scripts/generate_appimages.sh
index 28edd75f6..f2d807c04 100755
--- a/appimage/generate_appimages.sh
+++ b/scripts/generate_appimages.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 
 # NOTE: Keep this script in the same directory as resources for AppImage creation
-APPIMAGE_RESOURCES_DIR=$(dirname $(readlink -f $0))
+APPIMAGE_RESOURCES_DIR=$(dirname $(readlink -f $0))/../dist
 echo "APPIMAGE_RESOURCES_DIR set to ${APPIMAGE_RESOURCES_DIR}"
 
 if [[ "$#" -ne 1 ]]; then