diff --git a/CMakeLists.txt b/CMakeLists.txt
index 93fc493e3..4d8f6f33b 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -124,24 +124,22 @@ set_package_properties(
     PythonLibs PROPERTIES
     DESCRIPTION "C interface libraries for the Python 3 interpreter."
     URL "http://python.org"
-    PURPOSE "Python 3 is used for some Calamares job modules."
+    PURPOSE "Python 3 is used for Python job modules."
 )
 
 if ( PYTHONLIBS_FOUND )
     include( BoostPython3 )
     find_boost_python3( 1.54.0 ${PYTHONLIBS_VERSION_STRING} CALAMARES_BOOST_PYTHON3_FOUND )
     set_package_properties(
-        CALAMARES_BOOST_PYTHON3 PROPERTIES
-        DESCRIPTION "A C++ library which enables seamless interoperability between C++ and Python 3."
-        URL "http://www.boost.org"
-        PURPOSE "Boost.Python is used for interfacing with Calamares job modules written in Python 3."
+        Boost PROPERTIES
+        PURPOSE "Boost.Python is used for Python job modules."
     )
 
     find_package( PythonQt )
     set_package_properties( PythonQt PROPERTIES
         DESCRIPTION "A Python embedding solution for Qt applications."
         URL "http://pythonqt.sourceforge.net"
-        PURPOSE "PythonQt is used for the Python modules API."
+        PURPOSE "PythonQt is used for Python view modules."
     )
 endif()
 
@@ -241,8 +239,8 @@ if( mksquashfs_PROGRAM )
     set( src_fs ${CMAKE_SOURCE_DIR}/data/example-root/ )
     set( dst_fs ${CMAKE_BINARY_DIR}/example.sqfs )
     if( EXISTS ${src_fs} )
-        # Collect directories needed for a minimal binary distro,
         # based on the build host. If /lib64 exists, assume it is needed.
+        # Collect directories needed for a minimal binary distro,
         # Note that the last path component is added to the root, so
         # if you add /usr/sbin here, it will be put into /sbin_1.
         # Add such paths to /etc/profile under ${src_fs}.
@@ -275,20 +273,12 @@ set_package_properties( mksquashfs PROPERTIES
 # add_subdirectory( thirdparty )
 add_subdirectory( src )
 
+add_feature_info(Python ${WITH_PYTHON} "Python job modules")
+add_feature_info(PythonQt ${WITH_PYTHONQT} "Python view modules")
+add_feature_info(Config ${INSTALL_CONFIG} "Install Calamares configuration")
+
 feature_summary(WHAT ALL)
 
-if( NOT WITH_PYTHON )
-    message( "-- WARNING: Building Calamares without Python support. Legacy Python job modules will not work.\n" )
-endif()
-if( NOT WITH_PYTHONQT )
-    message( "-- WARNING: Building Calamares without PythonQt support. Python modules will not work.\n" )
-endif()
-
-
-if( NOT INSTALL_CONFIG )
-    message( "-- WARNING: Configuration files will not be installed.\n" )
-endif()
-
 # Add all targets to the build-tree export set
 set( CMAKE_INSTALL_CMAKEDIR "${CMAKE_INSTALL_LIBDIR}/cmake/Calamares" CACHE PATH  "Installation directory for CMake files" )
 set( CMAKE_INSTALL_FULL_CMAKEDIR "${CMAKE_INSTALL_PREFIX}/${CMAKE_INSTALL_CMAKEDIR}" )
diff --git a/CMakeModules/BoostPython3.cmake b/CMakeModules/BoostPython3.cmake
index e708defa4..c128b58f1 100644
--- a/CMakeModules/BoostPython3.cmake
+++ b/CMakeModules/BoostPython3.cmake
@@ -20,38 +20,50 @@
 # "python-$dotsuffix", where suffix is based on the `python_version` argument.
 # One can supply a custom component name by setting the
 # `CALAMARES_BOOST_PYTHON3_COMPONENT` variable at CMake time.
-
 set( CALAMARES_BOOST_PYTHON3_COMPONENT python3 CACHE STRING
     "Name of the Boost.Python component. If Boost.Python is installed as
     libboost_python-foo.so then this variable should be set to 'python-foo'."
 )
 
-macro( find_boost_python3 boost_version python_version found_var )
-    set( ${found_var} OFF )
+include(FindPackageHandleStandardArgs)
 
-    # turns "3.4.123abc" into "34"
-    string( REGEX REPLACE "([0-9]+)\\.([0-9]+)\\..*" "\\1\\2" _fbp_python_short_version ${python_version} )
-
-    foreach( _fbp_name ${CALAMARES_BOOST_PYTHON3_COMPONENT} python-py${_fbp_python_short_version} )
+macro( _find_boost_python3_int boost_version componentname found_var )
+    foreach( _fbp_name ${CALAMARES_BOOST_PYTHON3_COMPONENT} ${componentname} )
         find_package( Boost ${boost_version} QUIET COMPONENTS ${_fbp_name} )
         string( TOUPPER ${_fbp_name} _fbp_uc_name )
         if( Boost_${_fbp_uc_name}_FOUND )
-            set( ${found_var} ON )
+            set( ${found_var} ${_fbp_uc_name} )
             break()
         endif()
     endforeach()
+endmacro()
 
-    if (NOT ${found_var})
+macro( find_boost_python3 boost_version python_version found_var )
+    set( ${found_var} OFF )
+    set( _fbp_found OFF )
+
+    # turns "3.4.123abc" into "34"
+    string( REGEX REPLACE "([0-9]+)\\.([0-9]+)\\..*" "\\1\\2" _fbp_python_short_version ${python_version} )
+    _find_boost_python3_int( ${boost_version} python-py${_fbp_python_short_version} _fbp_found )
+
+    if (NOT _fbp_found)
         # The following loop changes the searched name for Gentoo based distributions
         # turns "3.4.123abc" into "3.4"
         string( REGEX REPLACE "([0-9]+)\\.([0-9]+)\\..*" "\\1.\\2" _fbp_python_short_version ${python_version} )
-        foreach( _fbp_name ${CALAMARES_BOOST_PYTHON3_COMPONENT} python-${_fbp_python_short_version} )
-            find_package( Boost ${boost_version} QUIET COMPONENTS ${_fbp_name} )
-            string( TOUPPER ${_fbp_name} _fbp_uc_name )
-            if( Boost_${_fbp_uc_name}_FOUND )
-                set( ${found_var} ON )
-                break()
-            endif()
-        endforeach()
+        _find_boost_python3_int( ${boost_version} python-${_fbp_python_short_version} _fbp_found )
     endif()
+
+    set( ${found_var} ${_fbp_found} )
+
+    # This is superfluous, but allows proper reporting in the features list
+    if ( _fbp_found )
+        find_package( Boost ${boost_version} COMPONENTS ${_fbp_found} )
+    else()
+        find_package( Boost ${boost_version} COMPONENTS Python )
+    endif()
+    set_package_properties(
+        Boost PROPERTIES
+        DESCRIPTION "A C++ library which enables seamless interoperability between C++ and Python 3."
+        URL "http://www.boost.org"
+    )
 endmacro()