diff --git a/var/spack/packages/openmpi/package.py b/var/spack/packages/openmpi/package.py
index f9d00348789b4295002d9316cd202cc45760c0cd..5e429dedf5c42508b94b9e978579624bdfc9e2c1 100644
--- a/var/spack/packages/openmpi/package.py
+++ b/var/spack/packages/openmpi/package.py
@@ -1,5 +1,8 @@
+import os
+
 from spack import *
 
+
 class Openmpi(Package):
     """Open MPI is a project combining technologies and resources from
        several other projects (FT-MPI, LA-MPI, LAM/MPI, and PACX-MPI)
@@ -25,6 +28,15 @@ class Openmpi(Package):
     provides('mpi@:3.0', when='@1.8.8')    # Open MPI 1.8.8 supports MPI-3.0
     provides('mpi@:3.0', when='@1.10.0')   # Open MPI 1.10.0 supports MPI-3.0
 
+
+    def setup_dependent_environment(self, module, spec, dep_spec):
+        """For dependencies, make mpicc's use spack wrapper."""
+        os.environ['OMPI_CC']  = 'cc'
+        os.environ['OMPI_CXX'] = 'c++'
+        os.environ['OMPI_FC'] = 'f90'
+        os.environ['OMPI_F77'] = 'f77'
+
+
     def install(self, spec, prefix):
         config_args = ["--prefix=%s" % prefix]
 
@@ -43,3 +55,55 @@ def install(self, spec, prefix):
         configure(*config_args)
         make()
         make("install")
+
+        self.filter_compilers()
+
+
+    def filter_compilers(self):
+        """Run after install to make the MPI compilers use the
+           compilers that Spack built the package with.
+
+           If this isn't done, they'll have CC, CXX and FC set
+           to Spack's generic cc, c++ and f90.  We want them to
+           be bound to whatever compiler they were built with.
+        """
+        kwargs = { 'ignore_absent' : True, 'backup' : False, 'string' : False }
+        dir = os.path.join(self.prefix, 'share/openmpi/')
+
+        cc_wrappers = ['mpicc-vt-wrapper-data.txt', 'mpicc-wrapper-data.txt',
+                       'ortecc-wrapper-data.txt', 'shmemcc-wrapper-data.txt']
+
+        cxx_wrappers = ['mpic++-vt-wrapper-data.txt', 'mpic++-wrapper-data.txt',
+                        'ortec++-wrapper-data.txt']
+
+        fc_wrappers = ['mpifort-vt-wrapper-data.txt',
+                       'mpifort-wrapper-data.txt', 'shmemfort-wrapper-data.txt']
+
+        for wrapper in cc_wrappers:
+            filter_file('compiler=.*', 'compiler=%s' % self.compiler.cc,
+                        os.path.join(dir, wrapper), **kwargs)
+
+        for wrapper in cxx_wrappers:
+            filter_file('compiler=.*', 'compiler=%s' % self.compiler.cxx,
+                        os.path.join(dir, wrapper), **kwargs)
+
+        for wrapper in fc_wrappers:
+            filter_file('compiler=.*', 'compiler=%s' % self.compiler.fc,
+                        os.path.join(dir, wrapper), **kwargs)
+
+        # These are symlinks in newer versions, so check that here
+        f77_wrappers = ['mpif77-vt-wrapper-data.txt', 'mpif77-wrapper-data.txt']
+        f90_wrappers = ['mpif90-vt-wrapper-data.txt', 'mpif90-wrapper-data.txt']
+
+        for wrapper in f77_wrappers:
+            path = os.path.join(dir, wrapper)
+            if not os.path.islink(path):
+                filter_file('compiler=.*', 'compiler=%s' % self.compiler.f77,
+                            path, **kwargs)
+        for wrapper in f90_wrappers:
+            path = os.path.join(dir, wrapper)
+            if not os.path.islink(path):
+                filter_file('compiler=.*', 'compiler=%s' % self.compiler.fc,
+                            path, **kwargs)
+
+