diff --git a/CMakeLists.txt b/CMakeLists.txt
index edccfae70..83753f3d7 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -200,8 +200,7 @@ if(BUILD_TESTS)
     # that has builtin Android support -- Gradle uses 3.6 so this will nicely
     # work in both cases.
     if(CORRADE_TARGET_ANDROID AND CMAKE_ANDROID_NDK)
-        list(APPEND CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/toolchains/modules/")
-        include(UseAndroid)
+        include(${PROJECT_SOURCE_DIR}/toolchains/modules/UseAndroid.cmake)
     endif()
 endif()
 
diff --git a/doc/platforms-android.dox b/doc/platforms-android.dox
index 4ad0a8ea3..9cd5e1401 100644
--- a/doc/platforms-android.dox
+++ b/doc/platforms-android.dox
@@ -215,16 +215,14 @@ Gradle.
     used for the final release builds.
 
 Download contents of the toolchains repository from https://github.com/mosra/toolchains
-or add it as a Git submodule, add its module path to `CMAKE_MODULE_PATH` and
-include the `UseAndroid` module. Wrapping it in a check for presence of
-`CMAKE_ANDROID_NDK` will make it possible to have the pure CMake and a Gradle
-build coexist --- because Gradle internally uses CMake 3.6 which doesn't know
-about `CMAKE_ANDROID_NDK` yet.
+or add it as a Git submodule and include the `UseAndroid` module from there.
+Wrapping it in a check for presence of `CMAKE_ANDROID_NDK` will make it
+possible to have the pure CMake and a Gradle build coexist --- because Gradle
+internally uses CMake 3.6 which doesn't know about `CMAKE_ANDROID_NDK` yet.
 
 @code{.cmake}
 if(CORRADE_TARGET_ANDROID AND CMAKE_ANDROID_NDK)
-    list(APPEND CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/toolchains/modules/")
-    include(UseAndroid)
+    include(${PROJECT_SOURCE_DIR}/toolchains/modules/UseAndroid.cmake)
 endif()
 @endcode