diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 0000000..2cbdd03
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,20 @@
+sudo: required
+
+env:
+  - distribution: ubuntu
+  - distribution: fedora
+  - distribution: arch
+  - distribution: debian-testing
+  - distribution: debian
+
+services:
+  - docker
+
+before_install:
+  - ./ci/update_ci.sh
+
+script:
+  - script=compile CXX=clang++ CC=clang ./ci/execute.sh
+  - script=clean ./ci/execute.sh
+  - script=compile CXX=g++ CC=gcc ./ci/execute.sh
+  - script=static_analysis ./ci/execute.sh
diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 0000000..9fed3a7
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,15 @@
+platform:
+  - x64
+
+environment:
+  MSYSTEM: MSYS
+
+before_build:
+  - C:\msys64\usr\bin\pacman --noconfirm --sync --refresh --refresh pacman
+  - C:\msys64\usr\bin\pacman --noconfirm --sync --refresh --refresh git
+  - C:\msys64\usr\bin\pacman --noconfirm --sync --refresh --refresh --sysupgrade --sysupgrade
+  - C:\msys64\usr\bin\bash -lc "$(cygpath ${APPVEYOR_BUILD_FOLDER})/ci/update_ci.sh"
+
+build_script:    
+  - C:\msys64\usr\bin\bash -lc "script=compile $(cygpath ${APPVEYOR_BUILD_FOLDER})/ci/execute.sh"
+  - C:\msys64\usr\bin\bash -lc "script=compile make_command='CTEST_OUTPUT_ON_FAILURE=1 make test' $(cygpath ${APPVEYOR_BUILD_FOLDER})/ci/execute.sh"
diff --git a/ci/compile.sh b/ci/compile.sh
new file mode 100755
index 0000000..84c8040
--- /dev/null
+++ b/ci/compile.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+
+if [ "${cmake_command}" == "" ]; then
+  if [ "$APPVEYOR" != "" ]; then
+    if [ "$PLATFORM" == "x64" ]; then
+      mingw="mingw64"
+    else
+      mingw="mingw32"
+    fi
+    cmake_command="cmake -G\"MSYS Makefiles\" -DCMAKE_INSTALL_PREFIX=/${mingw} -DENABLE_TESTING=1 .."
+    make_command="make"
+  else
+    cmake_command="cmake -DENABLE_TESTING=1 .."
+  fi
+fi
+
+if [ "${make_command}" == "" ]; then
+  make_command="make -j 2"
+fi
+
+cd libclangmm || echo "Can't cd into libclangmm"
+git submodule update --init --recursive # appveyor doesn't checkout recursively
+mkdir -p build && cd build || echo "Error making build directory"
+sh -c "${cmake_command}" || echo "Cmake configuration failed"
+exec sh -c "${make_command}"
diff --git a/ci/execute.sh b/ci/execute.sh
new file mode 100755
index 0000000..7cb3d31
--- /dev/null
+++ b/ci/execute.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+
+function linux () {
+  cd ci || exit
+  if [ "${script}" == "clean" ]; then
+    sudo rm ../build -rf
+    return 0
+  fi
+  sudo docker run -it \
+    -e "CXX=$CXX" \
+    -e "CC=$CC" \
+    -e "make_command=$make_command" \
+    -e "cmake_command=$cmake_command" \
+    -e "distribution=$distribution" \
+    -v "$PWD/../:/libclangmm" \
+    --entrypoint="/libclangmm/ci/${script}.sh" \
+    "cppit/jucipp:$distribution"
+}
+
+function windows () {
+  export PATH="/mingw64/bin:/usr/local/bin:/usr/bin:/bin:/c/WINDOWS/system32:/c/WINDOWS:/c/WINDOWS/System32/Wbem:/c/WINDOWS/System32/WindowsPowerShell/v1.0:/usr/bin/site_perl:/usr/bin/vendor_perl:/usr/bin/core_perl"
+  bf=$(cygpath ${APPVEYOR_BUILD_FOLDER})
+  cd "$bf" || (echo "Error changing directory"; return 1)
+  if [ "${script}" == "clean" ]; then
+    sudo rm "./build" -rf
+    return 0
+  fi
+  sh -c "${bf}/ci/${script}.sh"
+}
+
+
+if [ "$TRAVIS_OS_NAME" == "" ]; then
+  TRAVIS_OS_NAME=windows
+fi
+
+$TRAVIS_OS_NAME
diff --git a/ci/static_analysis.sh b/ci/static_analysis.sh
new file mode 100755
index 0000000..fc58654
--- /dev/null
+++ b/ci/static_analysis.sh
@@ -0,0 +1,8 @@
+#!/bin/bash
+
+if [ "${make_command}" == "" ]; then
+  make_command="make -j 2"
+fi
+
+cd libclangmm/build || exit
+exec sh -c "scan-build -o ../html_${distribution} --status-bugs ${make_command}"
diff --git a/ci/update_ci.sh b/ci/update_ci.sh
new file mode 100755
index 0000000..93ebb0e
--- /dev/null
+++ b/ci/update_ci.sh
@@ -0,0 +1,42 @@
+#!/bin/bash
+
+function linux () {
+  sudo apt-get update
+  sudo apt-get purge lxc-docker
+  sudo apt-get install --yes --force-yes -o Dpkg::Options::="--force-confnew" linux-image-extra-$(uname -r) docker-engine
+  sudo service docker stop || exit
+  sudo rm -rf /var/lib/docker || exit
+  sudo service docker start || exit
+}
+
+function brew_install() {
+  (brew outdated "$1" || brew install $1) || (echo "Error installing $1"; return 1)
+}
+
+function osx () {
+  brew update || return 1
+  brew uninstall llvm --force || return 1
+  brew upgrade --all || return 1
+  brew update || return 1
+  brew upgrade --all || return 1
+  brew install --with-clang llvm
+  brew_install "boost" || return 1
+  brew_install "aspell" || return 1
+  brew_install "clang-format" || return 1
+  brew_install "pkg-config" || return 1
+  brew_install "gtksourceviewmm3" || return 1
+}
+
+function windows () {
+  arch=x86_64
+  if [ "$PLATFORM" == "x86" ]; then
+    arch=i686
+  fi
+  sh -c "pacman -S --noconfirm git mingw-w64-${arch}-cmake make mingw-w64-${arch}-toolchain mingw-w64-${arch}-clang mingw-w64-${arch}-gtkmm3 mingw-w64-${arch}-gtksourceviewmm3 mingw-w64-${arch}-boost mingw-w64-${arch}-aspell mingw-w64-${arch}-aspell-en mingw-w64-${arch}-libgit2"
+}
+
+if [ "$TRAVIS_OS_NAME" == "" ]; then
+  TRAVIS_OS_NAME=windows
+fi
+
+$TRAVIS_OS_NAME
\ No newline at end of file