diff --git a/gnu/packages/mpi.scm b/gnu/packages/mpi.scm
index d831766ef296717c7ce1271aeb251f349459ab44..06a82cce954223a8a281bc215ab1da6de28cc3f2 100644
--- a/gnu/packages/mpi.scm
+++ b/gnu/packages/mpi.scm
@@ -1,6 +1,6 @@
 ;;; GNU Guix --- Functional package management for GNU
 ;;; Copyright © 2014, 2015, 2018, 2019 Eric Bavier <bavier@member.fsf.org>
-;;; Copyright © 2014, 2015, 2016, 2017, 2018, 2019 Ludovic Courtès <ludo@gnu.org>
+;;; Copyright © 2014, 2015, 2016, 2017, 2018, 2019, 2020 Ludovic Courtès <ludo@gnu.org>
 ;;; Copyright © 2014 Ian Denhardt <ian@zenhack.net>
 ;;; Copyright © 2016 Andreas Enge <andreas@enge.fr>
 ;;; Copyright © 2017 Dave Love <fx@gnu.org>
@@ -221,6 +221,10 @@ (define-public openmpi
                            "--with-hwloc=external"
                            "--with-libevent"
 
+                           ;; Help 'orterun' and 'mpirun' find their tools
+                           ;; under $prefix by default.
+                           "--enable-mpirun-prefix-by-default"
+
                            ;; InfiniBand support
                            "--enable-openib-control-hdr-padding"
                            "--enable-openib-dynamic-sl"