diff --git a/package/ci/appveyor-desktop-gles.bat b/package/ci/appveyor-desktop-gles.bat
index 616e1a6..410b3f6 100644
--- a/package/ci/appveyor-desktop-gles.bat
+++ b/package/ci/appveyor-desktop-gles.bat
@@ -62,6 +62,21 @@ cmake --build . || exit /b
 cmake --build . --target install || exit /b
 cd .. && cd ..
 
+rem Build Magnum Plugins
+git clone --depth 1 git://github.com/mosra/magnum-plugins.git || exit /b
+cd magnum-plugins || exit /b
+mkdir build && cd build || exit /b
+cmake .. ^
+    -DCMAKE_BUILD_TYPE=Release ^
+    -DCMAKE_INSTALL_PREFIX=%APPVEYOR_BUILD_FOLDER%/deps ^
+    -DBUILD_STATIC=%BUILD_STATIC% ^
+    -DWITH_DDSIMPORTER=ON ^
+    -DWITH_STBIMAGEIMPORTER=ON ^
+    -G Ninja || exit /b
+cmake --build . || exit /b
+cmake --build . --target install || exit /b
+cd .. && cd ..
+
 rem Build. BUILD_GL_TESTS is enabled just to be sure, it should not be needed
 rem by any plugin.
 mkdir build && cd build || exit /b
diff --git a/package/ci/appveyor-desktop.bat b/package/ci/appveyor-desktop.bat
index b6484d8..1ac283f 100644
--- a/package/ci/appveyor-desktop.bat
+++ b/package/ci/appveyor-desktop.bat
@@ -62,6 +62,21 @@ cmake --build . || exit /b
 cmake --build . --target install || exit /b
 cd .. && cd ..
 
+rem Build Magnum Plugins
+git clone --depth 1 git://github.com/mosra/magnum-plugins.git || exit /b
+cd magnum-plugins || exit /b
+mkdir build && cd build || exit /b
+cmake .. ^
+    -DCMAKE_BUILD_TYPE=Release ^
+    -DCMAKE_INSTALL_PREFIX=%APPVEYOR_BUILD_FOLDER%/deps ^
+    -DBUILD_STATIC=%BUILD_STATIC% ^
+    -DWITH_DDSIMPORTER=ON ^
+    -DWITH_STBIMAGEIMPORTER=ON ^
+    -G Ninja || exit /b
+cmake --build . || exit /b
+cmake --build . --target install || exit /b
+cd .. && cd ..
+
 rem Build. BUILD_GL_TESTS is enabled just to be sure, it should not be needed
 rem by any plugin.
 mkdir build && cd build || exit /b
diff --git a/package/ci/travis-desktop-gles.sh b/package/ci/travis-desktop-gles.sh
index 244a2af..83ea024 100755
--- a/package/ci/travis-desktop-gles.sh
+++ b/package/ci/travis-desktop-gles.sh
@@ -48,6 +48,21 @@ cmake .. \
 ninja install
 cd ../..
 
+# Magnum Plugins
+git clone --depth 1 git://github.com/mosra/magnum-plugins.git
+cd magnum-plugins
+mkdir build && cd build
+cmake .. \
+    -DCMAKE_INSTALL_PREFIX=$HOME/deps \
+    -DCMAKE_INSTALL_RPATH=$HOME/deps/lib \
+    -DCMAKE_BUILD_TYPE=Release \
+    -DBUILD_STATIC=$BUILD_STATIC \
+    -DWITH_DDSIMPORTER=ON \
+    -DWITH_STBIMAGEIMPORTER=ON \
+    -G Ninja
+ninja install
+cd ../..
+
 # Build the thing
 mkdir build && cd build
 cmake .. \
diff --git a/package/ci/travis-desktop.sh b/package/ci/travis-desktop.sh
index d093abb..5134191 100755
--- a/package/ci/travis-desktop.sh
+++ b/package/ci/travis-desktop.sh
@@ -46,6 +46,21 @@ cmake .. \
 ninja install
 cd ../..
 
+# Magnum Plugins
+git clone --depth 1 git://github.com/mosra/magnum-plugins.git
+cd magnum-plugins
+mkdir build && cd build
+cmake .. \
+    -DCMAKE_INSTALL_PREFIX=$HOME/deps \
+    -DCMAKE_INSTALL_RPATH=$HOME/deps/lib \
+    -DCMAKE_BUILD_TYPE=Release \
+    -DBUILD_STATIC=$BUILD_STATIC \
+    -DWITH_DDSIMPORTER=ON \
+    -DWITH_STBIMAGEIMPORTER=ON \
+    -G Ninja
+ninja install
+cd ../..
+
 # Build the thing
 mkdir build && cd build
 cmake .. \