diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 00000000..24f3dbe9
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,26 @@
+version: '{build}-{branch}'
+
+# Do not build feature branch with open Pull Requests
+skip_branch_with_pr: true
+
+image: Visual Studio 2015
+
+platform: x64
+
+shallow_clone: true
+
+
+environment:
+  matrix:
+    - PYTHON: "C:\\Python36-x64"
+      DISTUTILS_USE_SDK: "1"
+    - PYTHON: "C:\\Python35-x64"
+      DISTUTILS_USE_SDK: "1"
+
+install:
+   - "%PYTHON%\\python.exe -m pip install -r dev-requirements.txt"
+
+build: off
+
+test_script:
+   - "%PYTHON%\\python.exe -m pytest"