diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 00000000..a9384968
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,40 @@
+environment:
+  matrix:
+    - PYTHON: "C:\\Python27"
+    - PYTHON: "C:\\Python33"
+    - PYTHON: "C:\\Python34"
+    - PYTHON: "C:\\Python35"
+    - PYTHON: "C:\\Python27-x64"
+    - PYTHON: "C:\\Python33-x64"
+      DISTUTILS_USE_SDK: "1"
+    - PYTHON: "C:\\Python34-x64"
+      DISTUTILS_USE_SDK: "1"
+    - PYTHON: "C:\\Python35-x64"
+    - PYTHON: "C:\\Python36-x64"
+
+init:
+  - "git config --system core.longpaths true"
+
+install:
+  - "%PYTHON%\\python.exe -m pip install nose coverage coveralls"
+  - "%PYTHON%\\python.exe -m pip install git+https://github.com/landscapeio/pylint-plugin-utils.git@develop"
+  - "%PYTHON%\\python.exe -m pip install git+https://github.com/landscapeio/pylint-common.git@develop"
+  - "%PYTHON%\\python.exe -m pip install git+https://github.com/landscapeio/pylint-celery.git@develop"
+  - "%PYTHON%\\python.exe -m pip install git+https://github.com/landscapeio/pylint-django.git@develop"
+  - "%PYTHON%\\python.exe -m pip install git+https://github.com/landscapeio/requirements-detector.git@develop"
+  - "%PYTHON%\\python.exe -m pip install git+https://github.com/yaml/pyyaml.git@master"
+  - "%PYTHON%\\python.exe -m pip install --editable ."
+
+build: off
+
+test_script:
+  - "build.cmd %PYTHON%\\python.exe setup.py test"
+  - "build.cmd %PYTHON%\\nosetests.exe -s --with-coverage --cover-inclusive --cover-package=prospector tests/"
+  - "build.cmd %PYTHON%\\mv .coverage .coverage.x"
+  - "build.cmd %PYTHON%\\python.exe -m pip install -e .[with_everything]"
+  - "build.cmd %PYTHON%\\coverage.exe run --parallel-mode prospector/run.py || true"
+  - "build.cmd %PYTHON%\\coverage.exe combine"
+  - "build.cmd %PYTHON%\\coverage.exe report --show-missing"
+
+on_success:
+  - "build.cmd %PYTHON%\\coveralls.exe"