diff --git a/warcprox/warcprox.py b/warcprox/warcprox.py
index f7ef1cf..12c7e2c 100644
--- a/warcprox/warcprox.py
+++ b/warcprox/warcprox.py
@@ -44,8 +44,12 @@ try:
     import dbm.gnu
     dbm_gnu = dbm.gnu
 except ImportError:
-    import gdbm
-    dbm_gnu = gdbm
+    try:
+        import gdbm
+        dbm_gnu = gdbm
+    except ImportError:
+        import anydbm
+        dbm_gnu = anydbm
 
 try:
     from io import StringIO