diff --git a/data/get_nndc_data.py b/data/get_nndc_data.py
index 5df69f3ac2..18c94dd64f 100755
--- a/data/get_nndc_data.py
+++ b/data/get_nndc_data.py
@@ -21,8 +21,8 @@ except ImportError:
     from urllib2 import urlopen
 
 cwd = os.getcwd()
-sys.path.append(os.path.join(cwd, '..', 'src', 'utils'))
-from convert_binary import ascii_to_binary
+sys.path.insert(0, os.path.join(cwd, '..'))
+from openmc.ace import ascii_to_binary
 
 baseUrl = 'http://www.nndc.bnl.gov/endf/b7.1/aceFiles/'
 files = ['ENDF-B-VII.1-neutron-293.6K.tar.gz',
diff --git a/scripts/convert_binary.py b/openmc/ace.py
old mode 100755
new mode 100644
similarity index 88%
rename from scripts/convert_binary.py
rename to openmc/ace.py
index 48477c27ef..3606b1e947
--- a/scripts/convert_binary.py
+++ b/openmc/ace.py
@@ -1,9 +1,5 @@
-#!/usr/bin/env python
-
 from __future__ import division
-
 from struct import pack
-import sys
 
 
 def ascii_to_binary(ascii_file, binary_file):
@@ -67,11 +63,3 @@ def ascii_to_binary(ascii_file, binary_file):
 
     # Close binary file
     binary.close()
-
-if __name__ == '__main__':
-    # Check for proper number of arguments
-    if len(sys.argv) < 3:
-        sys.exit('Usage: {0} ascii_file binary_file'.format(sys.argv[0]))
-
-    # Convert ASCII file
-    ascii_to_binary(sys.argv[1], sys.argv[2])
diff --git a/scripts/openmc-ascii-to-binary b/scripts/openmc-ascii-to-binary
new file mode 100755
index 0000000000..e707e2a857
--- /dev/null
+++ b/scripts/openmc-ascii-to-binary
@@ -0,0 +1,13 @@
+#!/usr/bin/env python
+
+from openmc.ace import ascii_to_binary
+import sys
+
+
+if __name__ == '__main__':
+    # Check for proper number of arguments
+    if len(sys.argv) < 3:
+        sys.exit('Usage: {0} ascii_file binary_file'.format(sys.argv[0]))
+
+    # Convert ASCII file
+    ascii_to_binary(sys.argv[1], sys.argv[2])
diff --git a/scripts/memory_usage.py b/scripts/openmc-memory-usage
similarity index 100%
rename from scripts/memory_usage.py
rename to scripts/openmc-memory-usage
diff --git a/scripts/plot_mesh_tally.py b/scripts/openmc-plot-mesh-tally
similarity index 100%
rename from scripts/plot_mesh_tally.py
rename to scripts/openmc-plot-mesh-tally
diff --git a/scripts/statepoint_3d.py b/scripts/openmc-statepoint-3d
similarity index 100%
rename from scripts/statepoint_3d.py
rename to scripts/openmc-statepoint-3d
diff --git a/scripts/statepoint_histogram.py b/scripts/openmc-statepoint-histogram
similarity index 100%
rename from scripts/statepoint_histogram.py
rename to scripts/openmc-statepoint-histogram
diff --git a/scripts/tally_conv.py b/scripts/openmc-tally-convergence
similarity index 100%
rename from scripts/tally_conv.py
rename to scripts/openmc-tally-convergence
diff --git a/scripts/track.py b/scripts/openmc-track-to-vtk
similarity index 100%
rename from scripts/track.py
rename to scripts/openmc-track-to-vtk
diff --git a/scripts/update_inputs.py b/scripts/openmc-update-inputs
similarity index 100%
rename from scripts/update_inputs.py
rename to scripts/openmc-update-inputs
diff --git a/scripts/xml_validate.py b/scripts/openmc-validate-xml
similarity index 100%
rename from scripts/xml_validate.py
rename to scripts/openmc-validate-xml
diff --git a/scripts/voxel.py b/scripts/openmc-voxel-to-silovtk
similarity index 100%
rename from scripts/voxel.py
rename to scripts/openmc-voxel-to-silovtk
diff --git a/scripts/convert_xsdata.py b/scripts/openmc-xsdata-to-xml
similarity index 100%
rename from scripts/convert_xsdata.py
rename to scripts/openmc-xsdata-to-xml
diff --git a/scripts/convert_xsdir.py b/scripts/openmc-xsdir-to-xml
similarity index 100%
rename from scripts/convert_xsdir.py
rename to scripts/openmc-xsdir-to-xml