diff --git a/appveyor.yml b/appveyor.yml
index 5a416536d7..6737b09320 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -36,6 +36,10 @@ environment:
     GENERATOR: 'Visual Studio 12'
     SHARED: ON
     CONFIGURATION: Release
+  - TOOLSET: cmake_qt
+    GENERATOR: 'Visual Studio 14 2015 Win64'
+    SHARED: ON
+    CONFIGURATION: Release
 
 clone_depth: 50
 
diff --git a/build/tools/appveyor-test.bat b/build/tools/appveyor-test.bat
index 3149c807eb..d9eb84dad4 100755
--- a/build/tools/appveyor-test.bat
+++ b/build/tools/appveyor-test.bat
@@ -42,10 +42,15 @@ echo --- Note: ignoring possible test failures under Cygwin
 echo.
 exit /b 0
 
+:cmake_qt
+set CMAKE_TEST_REGEX="test_base"
+goto :cmake
+
 :cmake
 if "%CONFIGURATION%"=="" set CONFIGURATION=Release
+if "%CMAKE_TEST_REGEX%"=="" set CMAKE_TEST_REGEX="test_[base|gui]"
 cd ..\build_cmake
-ctest -V -C %CONFIGURATION% -R "test_[base|gui]" --output-on-failure --interactive-debug-mode 0 .
+ctest -V -C %CONFIGURATION% -R %CMAKE_TEST_REGEX% --output-on-failure --interactive-debug-mode 0 .
 if %errorlevel% NEQ 0 goto :error
 goto :eof
 
diff --git a/build/tools/appveyor.bat b/build/tools/appveyor.bat
index c2bc21f345..17a14d0369 100644
--- a/build/tools/appveyor.bat
+++ b/build/tools/appveyor.bat
@@ -78,6 +78,12 @@ set SKIPTESTS=1
 set CMAKE_NATIVE_FLAGS=-j3
 goto cmake
 
+:cmake_qt
+set SKIPINSTALL=1
+set QT5DIR="C:\Qt\5.11\msvc2015_64"
+set CMAKE_CONFIGURE_FLAGS=-DCMAKE_PREFIX_PATH=%QT5DIR% -DwxBUILD_TOOLKIT="qt" -DCMAKE_CXX_STANDARD=11
+goto cmake
+
 :cmake
 echo --- Tools versions:
 cmake --version