diff --git a/CMakeLists.txt b/CMakeLists.txt
new file mode 100644
index 0000000..8adb0a9
--- /dev/null
+++ b/CMakeLists.txt
@@ -0,0 +1,11 @@
+cmake_minimum_required(VERSION 3.5)
+
+set(HAS_TOPLEVEL_CMAKELISTS TRUE)
+
+add_subdirectory(libinsane)
+
+include("${CMAKE_SOURCE_DIR}/libinsane-gobject/cmake/FindGLib.cmake")
+
+if(GLIB2_FOUND)
+add_subdirectory(libinsane-gobject)
+endif(GLIB2_FOUND)
diff --git a/libinsane-gobject/CMakeLists.txt b/libinsane-gobject/CMakeLists.txt
index eedc5d2..3ed85c8 100644
--- a/libinsane-gobject/CMakeLists.txt
+++ b/libinsane-gobject/CMakeLists.txt
@@ -3,7 +3,7 @@ project(Libinsane-gobject)
 cmake_minimum_required(VERSION 3.1.0 FATAL_ERROR)
 
 set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
-set(CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/cmake" ${CMAKE_MODULE_PATH})
+set(CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/cmake" ${CMAKE_MODULE_PATH})
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Werror -pedantic -Wunused -g -ggdb -O2")
 set(CMAKE_C_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Werror -pedantic -Wunused -g -ggdb -O2")
 
@@ -83,7 +83,12 @@ add_custom_command(
 ## Build libinsane_gobject itself
 
 add_library(insane_gobject SHARED ${INSANE_GOBJECT_SRCS})
-target_link_libraries(insane_gobject insane ${GLIB2_LIBRARIES})
+if(NOT HAS_TOPLEVEL_CMAKELISTS)
+  target_link_libraries(insane_gobject insane ${GLIB2_LIBRARIES})
+else()
+  # XXX: Statically linked for now until CMake restructuring is done.
+  target_link_libraries(insane_gobject libinsane_static ${GLIB2_LIBRARIES})
+endif()
 target_include_directories(insane_gobject PUBLIC include generated)
 
 install(TARGETS insane_gobject
@@ -113,12 +118,19 @@ set(Libinsane_0_1_gir "libinsane-gobject")
 set(Libinsane_0_1_gir_INCLUDES GObject-2.0)
 get_directory_property(_tmp_includes INCLUDE_DIRECTORIES)
 _list_prefix(_includes _tmp_includes "-I")
-set(Libinsane_0_1_gir_CFLAGS
-  ${_includes}
-  -L${CMAKE_BINARY_DIR}
-  -L${CMAKE_CURRENT_SOURCE_DIR}/../libinsane/build
-  -linsane
-)
+
+# XXX: Only do this workaround if we don't have a top-level CMakeLists.txt
+if(NOT HAS_TOPLEVEL_CMAKELISTS)
+  set(Libinsane_0_1_gir_CFLAGS
+    ${_includes}
+    -L${CMAKE_BINARY_DIR}
+    -L${CMAKE_CURRENT_SOURCE_DIR}/../libinsane/build
+    -linsane
+  )
+else()
+  set(Libinsane_0_1_gir_CFLAGS ${_includes})
+endif()
+
 set(Libinsane_0_1_gir_LIBS insane_gobject)
 _list_prefix(_abs_introspection_files introspection_files "${CMAKE_CURRENT_SOURCE_DIR}/")
 set(Libinsane_0_1_gir_FILES ${_abs_introspection_files})
@@ -141,12 +153,16 @@ file(
   COPY ${CMAKE_CURRENT_SOURCE_DIR}/doc/gtkdocentities.ent
   DESTINATION ${CMAKE_BINARY_DIR}/libinsane_gobject/xml
 )
-# WORKAROUND(JFlesch):
-# gtk-doc seems to accept only one LDPATH ?
-file(
-  COPY ${CMAKE_CURRENT_SOURCE_DIR}/../libinsane/build/libinsane.so
-  DESTINATION ${CMAKE_BINARY_DIR}
-)
+
+# XXX: Only do this workaround if we don't have a top-level CMakeLists.txt
+if(NOT HAS_TOPLEVEL_CMAKELISTS)
+  # WORKAROUND(JFlesch):
+  # gtk-doc seems to accept only one LDPATH ?
+  file(
+    COPY ${CMAKE_CURRENT_SOURCE_DIR}/../libinsane/build/libinsane.so
+    DESTINATION ${CMAKE_BINARY_DIR}
+  )
+endif()
 
 gtk_doc_add_module(
   libinsane_gobject
diff --git a/libinsane/CMakeLists.txt b/libinsane/CMakeLists.txt
index daaed9e..791562c 100644
--- a/libinsane/CMakeLists.txt
+++ b/libinsane/CMakeLists.txt
@@ -4,7 +4,7 @@ project(Libinsane)
 
 set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
 
-set(CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/cmake" ${CMAKE_MODULE_PATH})
+set(CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/cmake" ${CMAKE_MODULE_PATH})
 
 include(GNUInstallDirs)
 
@@ -138,28 +138,34 @@ endif()
 
 
 # libinsane tests
-enable_testing()
-
-find_program(MEMORYCHECK_COMMAND valgrind)
-set(MEMORYCHECK_COMMAND_OPTIONS "--trace-children=yes" "--leak-check=full" "--error-exitcode=10")
-set(ENV{CTEST_OUTPUT_ON_FAILURE} "1")
-MESSAGE(STATUS "Valgrind: ${MEMORYCHECK_COMMAND} ${MEMORYCHECK_COMMAND_OPTIONS}")
-
-foreach(test ${LIBINSANE_TESTS})
-    add_executable(tests_${test} ${LIBINSANE_SRCS} tests/main.c tests/tests_${test}.c)
-    target_include_directories(tests_${test} PUBLIC include ${LIBINSANE_INCLUDES})
-    target_link_libraries(tests_${test} ${LIBINSANE_LIBS} -lcunit)
-    add_test(
-        NAME tests_${test}
-        COMMAND ${CMAKE_BINARY_DIR}/tests_${test}
-    )
-endforeach(test)
-foreach(test ${LIBINSANE_VALGRIND_TESTS})
-    add_executable(tests_${test} ${LIBINSANE_SRCS} tests/main.c tests/tests_${test}.c)
-    target_include_directories(tests_${test} PUBLIC include ${LIBINSANE_INCLUDES})
-    target_link_libraries(tests_${test} ${LIBINSANE_LIBS} -lcunit)
-    add_test(
-        NAME tests_${test}
-        COMMAND ${MEMORYCHECK_COMMAND} ${MEMORYCHECK_COMMAND_OPTIONS} -- ${CMAKE_BINARY_DIR}/tests_${test}
-    )
-endforeach(test)
+find_package(PkgConfig)
+pkg_check_modules(CUNIT "cunit")
+if(CUNIT_FOUND)
+    enable_testing()
+
+    find_program(MEMORYCHECK_COMMAND valgrind)
+    set(MEMORYCHECK_COMMAND_OPTIONS "--trace-children=yes" "--leak-check=full" "--error-exitcode=10")
+    set(ENV{CTEST_OUTPUT_ON_FAILURE} "1")
+    MESSAGE(STATUS "Valgrind: ${MEMORYCHECK_COMMAND} ${MEMORYCHECK_COMMAND_OPTIONS}")
+
+    foreach(test ${LIBINSANE_TESTS})
+        add_executable(tests_${test} ${LIBINSANE_SRCS} tests/main.c tests/tests_${test}.c)
+        target_include_directories(tests_${test} PUBLIC include ${LIBINSANE_INCLUDES})
+        target_compile_options(tests_${test} PUBLIC ${CUNIT_CFLAGS})
+        target_link_libraries(tests_${test} ${LIBINSANE_LIBS} ${CUNIT_LDFLAGS})
+        add_test(
+            NAME tests_${test}
+            COMMAND ${CMAKE_BINARY_DIR}/tests_${test}
+        )
+    endforeach(test)
+    foreach(test ${LIBINSANE_VALGRIND_TESTS})
+        add_executable(tests_${test} ${LIBINSANE_SRCS} tests/main.c tests/tests_${test}.c)
+        target_include_directories(tests_${test} PUBLIC include ${LIBINSANE_INCLUDES})
+        target_compile_options(tests_${test} PUBLIC ${CUNIT_CFLAGS})
+        target_link_libraries(tests_${test} ${LIBINSANE_LIBS} ${CUNIT_LDFLAGS})
+        add_test(
+            NAME tests_${test}
+            COMMAND ${MEMORYCHECK_COMMAND} ${MEMORYCHECK_COMMAND_OPTIONS} -- ${CMAKE_BINARY_DIR}/tests_${test}
+        )
+    endforeach(test)
+endif(CUNIT_FOUND)