diff --git a/libs/CMakeLists.txt b/libs/CMakeLists.txt
index b947dd0c9..399a2fe84 100644
--- a/libs/CMakeLists.txt
+++ b/libs/CMakeLists.txt
@@ -215,6 +215,8 @@ import_external_library(libbcrypt STATIC
 import_external_library(mgclient STATIC
   ${CMAKE_CURRENT_SOURCE_DIR}/mgclient/lib/libmgclient.a
   ${CMAKE_CURRENT_SOURCE_DIR}/mgclient/include
-  CMAKE_ARGS -DBUILD_TESTING=OFF)
+  CMAKE_ARGS -DCMAKE_C_COMPILER=${CMAKE_C_COMPILER}
+             -DCMAKE_CXX_COMPILER=${CMAKE_CXX_COMPILER}
+             -DBUILD_TESTING=OFF)
 find_package(OpenSSL REQUIRED)
 target_link_libraries(mgclient INTERFACE ${OPENSSL_LIBRARIES})
diff --git a/libs/setup.sh b/libs/setup.sh
index 54431ee7c..4c9f83cb1 100755
--- a/libs/setup.sh
+++ b/libs/setup.sh
@@ -135,3 +135,4 @@ sed -i 's/TARGETS ${ROCKSDB_SHARED_LIB}/TARGETS ${ROCKSDB_SHARED_LIB} OPTIONAL/'
 mgclient_tag="fe94b3631385ef5dbe40a3d8458860dbcc33e6ea" # May 27, 2019
 # git clone https://github.com/memgraph/mgclient.git
 clone git://deps.memgraph.io/mgclient.git mgclient $mgclient_tag
+sed -i 's/\${CMAKE_INSTALL_LIBDIR}/lib/' mgclient/src/CMakeLists.txt
diff --git a/src/auth/module.cpp b/src/auth/module.cpp
index 0cd293c9d..8c1930569 100644
--- a/src/auth/module.cpp
+++ b/src/auth/module.cpp
@@ -16,6 +16,7 @@
 #include <sched.h>
 #include <seccomp.h>
 #include <sys/resource.h>
+#include <sys/syscall.h>
 #include <sys/time.h>
 #include <sys/types.h>
 #include <sys/wait.h>
@@ -133,7 +134,9 @@ const std::vector<int> kSeccompSyscallsBlacklist = {
     SCMP_SYS(kexec_load),
     SCMP_SYS(mknodat),
     SCMP_SYS(unshare),
+#ifdef SYS_seccomp
     SCMP_SYS(seccomp),
+#endif
 };
 
 bool SetupSeccomp() {
diff --git a/src/memgraph.cpp b/src/memgraph.cpp
index 1245f1c59..f49c9d317 100644
--- a/src/memgraph.cpp
+++ b/src/memgraph.cpp
@@ -15,12 +15,6 @@
 #include <gflags/gflags.h>
 #include <glog/logging.h>
 
-#include "communication/bolt/v1/exceptions.hpp"
-#include "communication/bolt/v1/session.hpp"
-#include "communication/init.hpp"
-#include "communication/server.hpp"
-#include "communication/session.hpp"
-#include "glue/communication.hpp"
 #include "helpers.hpp"
 #include "py/py.hpp"
 #include "query/exceptions.hpp"
@@ -39,6 +33,24 @@
 #include "utils/terminate_handler.hpp"
 #include "version.hpp"
 
+// Communication libraries must be included after query libraries are included.
+// This is to enable compilation of the binary when linking with old OpenSSL
+// libraries (as on CentOS 7).
+//
+// The OpenSSL library available on CentOS 7 is v1.0.0, that version includes
+// `libkrb5` in its public API headers (that we include in our communication
+// stack). The `libkrb5` library has `#define`s for `TRUE` and `FALSE`. Those
+// defines clash with Antlr's usage of `TRUE` and `FALSE` as enumeration keys.
+// Because of that the definitions of `TRUE` and `FALSE` that are inherited
+// from `libkrb5` must be included after the Antlr includes. Hence,
+// communication headers must be included after query headers.
+#include "communication/bolt/v1/exceptions.hpp"
+#include "communication/bolt/v1/session.hpp"
+#include "communication/init.hpp"
+#include "communication/server.hpp"
+#include "communication/session.hpp"
+#include "glue/communication.hpp"
+
 #ifdef MG_ENTERPRISE
 #include "audit/log.hpp"
 #include "auth/auth.hpp"