diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index cd3d0562bb42a20c62c7efef196b1fac890d65a1..b935f5787fc2bc8d1e6a7209b1c9c413f0094669 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -73,7 +73,7 @@ SET_TARGET_PROPERTIES(${PYTHON_MODULE}
 	PROPERTIES PREFIX "")
 
 PKG_CONFIG_USE_DEPENDENCY(${PYTHON_MODULE} dynamic-graph)
-TARGET_LINK_LIBRARIES(${PYTHON_MODULE})
+TARGET_LINK_LIBRARIES(${PYTHON_MODULE} ${PYTHON_LIBRARY})
 
 CONFIG_FILES(link-to-python.hh)
 INCLUDE_DIRECTORIES(${PYTHON_INCLUDE_PATH}