diff --git a/ci/appveyor.bat b/ci/appveyor.bat
index d868380..5498769 100644
--- a/ci/appveyor.bat
+++ b/ci/appveyor.bat
@@ -1,5 +1,6 @@
 @echo off
 :: Batch file for building/testing Vim on AppVeyor
+set target=%1
 
 setlocal ENABLEDELAYEDEXPANSION
 cd %APPVEYOR_BUILD_FOLDER%
@@ -10,13 +11,43 @@
 set PYTHON3_URL=https://www.python.org/ftp/python/%PYTHON3_RELEASE%/python-%PYTHON3_RELEASE%-amd64.exe
 set PYTHON3_DIR=C:\python%PYTHON3_VER%-x64
 
+set "VSWHERE=%ProgramFiles(x86)%\Microsoft Visual Studio\Installer\vswhere.exe"
+
+if exist "%VSWHERE%" (
+  for /f "usebackq delims=" %%i in (
+    `"%VSWHERE%" -products * -latest -property installationPath`
+  ) do (
+    set "VCVARSALL=%%i\VC\Auxiliary\Build\vcvarsall.bat"
+  )
+)
+
+if not exist "%VCVARSALL%" (
+  set "VCVARSALL=%ProgramFiles(x86)%\Microsoft Visual Studio 14.0\VC\vcvarsall.bat"
+)
+call "%VCVARSALL%" x64
+
+goto %target%
+echo Unknown build target.
+exit 1
+
+:: ----------------------------------------------------------------------------
+:install
+@echo on
 if not exist downloads mkdir downloads
 
 :: Python 3
 if not exist %PYTHON3_DIR% (
   call :downloadfile %PYTHON3_URL% downloads\python3.exe
-  cmd /c start /wait downloads\python3.exe /quiet TargetDir=%PYTHON3_DIR%  Include_pip=0 Include_tcltk=0 Include_test=0 Include_tools=0 AssociateFiles=0 Shortcuts=0 Include_doc=0 Include_launcher=0 InstallLauncherAllUsers=0
+  cmd /c start /wait downloads\python3.exe /quiet TargetDir=%PYTHON3_DIR% ^
+      Include_pip=0 Include_tcltk=0 Include_test=0 Include_tools=0 ^
+      AssociateFiles=0 Shortcuts=0 Include_doc=0 Include_launcher=0 ^
+      InstallLauncherAllUsers=0
 )
+@echo off
+goto :eof
+
+:: ----------------------------------------------------------------------------
+:build
 
 cd src
 
@@ -53,11 +84,24 @@
 .\vim --version || exit 1
 echo "version output MSVC GUI"
 type ver_msvc.txt || exit 1
-cd ..
 
 goto :eof
-:: ----------------------------------------------------------------------
 
+:: ----------------------------------------------------------------------------
+:test
+@echo on
+cd src/testdir
+:: Testing with MSVC gvim
+path %PYTHON3_DIR%;%PATH%
+nmake -f Make_mvc.mak VIMPROG=..\gvim
+nmake -f Make_mvc.mak clean
+:: Testing with MSVC console version
+nmake -f Make_mvc.mak VIMPROG=..\vim
+
+@echo off
+goto :eof
+
+:: ----------------------------------------------------------------------------
 :downloadfile
 :: call :downloadfile <URL> <localfile>
 if not exist %2 (